Warning: Permanently added '2620:52:3:1:dead:beef:cafe:c1d8' (ED25519) to the list of known hosts. You can reproduce this build on your computer by running: sudo dnf install copr-rpmbuild /usr/bin/copr-rpmbuild --verbose --drop-resultdir --task-url https://copr.fedorainfracloud.org/backend/get-build-task/6333787-fedora-rawhide-x86_64 --chroot fedora-rawhide-x86_64 Version: 0.69 PID: 12850 Logging PID: 12851 Task: {'appstream': False, 'background': False, 'build_id': 6333787, 'buildroot_pkgs': [], 'chroot': 'fedora-rawhide-x86_64', 'enable_net': False, 'fedora_review': False, 'git_hash': 'bfcdda32ecb18eff76a83c3287fe5dfe589a6358', 'git_repo': 'https://copr-dist-git.fedorainfracloud.org/git/thrnciar/python-wheel-78df7987/python-neurotune', 'isolation': 'default', 'memory_reqs': 2048, 'package_name': 'python-neurotune', 'package_version': '0.2.3-0.12', 'project_dirname': 'python-wheel-78df7987', 'project_name': 'python-wheel-78df7987', 'project_owner': 'thrnciar', 'repo_priority': None, 'repos': [{'baseurl': 'https://download.copr.fedorainfracloud.org/results/thrnciar/python-wheel-78df7987/fedora-rawhide-x86_64/', 'id': 'copr_base', 'name': 'Copr repository', 'priority': None}], 'sandbox': 'thrnciar/python-wheel-78df7987--thrnciar', 'source_json': {}, 'source_type': None, 'submitter': 'thrnciar', 'tags': [], 'task_id': '6333787-fedora-rawhide-x86_64', 'timeout': 18000, 'uses_devel_repo': False, 'with_opts': [], 'without_opts': []} Running: git clone https://copr-dist-git.fedorainfracloud.org/git/thrnciar/python-wheel-78df7987/python-neurotune /var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune --depth 500 --no-single-branch --recursive cmd: ['git', 'clone', 'https://copr-dist-git.fedorainfracloud.org/git/thrnciar/python-wheel-78df7987/python-neurotune', '/var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune', '--depth', '500', '--no-single-branch', '--recursive'] cwd: . rc: 0 stdout: stderr: Cloning into '/var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune'... Running: git checkout bfcdda32ecb18eff76a83c3287fe5dfe589a6358 -- cmd: ['git', 'checkout', 'bfcdda32ecb18eff76a83c3287fe5dfe589a6358', '--'] cwd: /var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune rc: 0 stdout: stderr: Note: switching to 'bfcdda32ecb18eff76a83c3287fe5dfe589a6358'. You are in 'detached HEAD' state. You can look around, make experimental changes and commit them, and you can discard any commits you make in this state without impacting any branches by switching back to a branch. If you want to create a new branch to retain commits you create, you may do so (now or later) by using -c with the switch command. Example: git switch -c Or undo this operation with: git switch - Turn off this advice by setting config variable advice.detachedHead to false HEAD is now at bfcdda3 automatic import of python-neurotune Running: copr-distgit-client sources cmd: ['copr-distgit-client', 'sources'] cwd: /var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune rc: 0 stdout: stderr: INFO: Reading stdout from command: git rev-parse --abbrev-ref HEAD INFO: Reading stdout from command: git rev-parse HEAD INFO: Reading sources specification file: sources INFO: Downloading neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz INFO: Reading stdout from command: curl --help all INFO: Calling: curl -H Pragma: -o neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz --location --connect-timeout 60 --retry 3 --retry-delay 10 --remote-time --show-error --fail --retry-all-errors https://copr-dist-git.fedorainfracloud.org/repo/pkgs/thrnciar/python-wheel-78df7987/python-neurotune/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz/md5/f5668cc7dab23c2f45ee97b06850a653/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 704k 100 704k 0 0 7373k 0 --:--:-- --:--:-- --:--:-- 7413k INFO: Reading stdout from command: md5sum neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz /usr/bin/tail: /var/lib/copr-rpmbuild/main.log: file truncated Running (timeout=18000): unbuffer mock --spec /var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune/python-neurotune.spec --sources /var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune --resultdir /var/lib/copr-rpmbuild/results --uniqueext 1692720738.205166 -r /var/lib/copr-rpmbuild/results/configs/child.cfg INFO: mock.py version 5.0 starting (python version = 3.11.3, NVR = mock-5.0-1.fc38)... Start(bootstrap): init plugins INFO: tmpfs initialized INFO: selinux enabled INFO: chroot_scan: initialized INFO: compress_logs: initialized Finish(bootstrap): init plugins Start: init plugins INFO: tmpfs initialized INFO: selinux enabled INFO: chroot_scan: initialized INFO: compress_logs: initialized Finish: init plugins INFO: Signal handler active Start: run INFO: Start(/var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune/python-neurotune.spec) Config(fedora-rawhide-x86_64) Start: clean chroot Finish: clean chroot Mock Version: 5.0 INFO: Mock Version: 5.0 Start(bootstrap): chroot init INFO: mounting tmpfs at /var/lib/mock/fedora-rawhide-x86_64-bootstrap-1692720738.205166/root. INFO: calling preinit hooks INFO: enabled root cache INFO: enabled package manager cache Start(bootstrap): cleaning package manager metadata Finish(bootstrap): cleaning package manager metadata INFO: Using bootstrap image: registry.fedoraproject.org/fedora:rawhide INFO: Pulling image: registry.fedoraproject.org/fedora:rawhide INFO: Copy content of container registry.fedoraproject.org/fedora:rawhide to /var/lib/mock/fedora-rawhide-x86_64-bootstrap-1692720738.205166/root INFO: mounting registry.fedoraproject.org/fedora:rawhide with podman image mount INFO: image registry.fedoraproject.org/fedora:rawhide as /var/lib/containers/storage/overlay/4701ea949b1408a5e13064da133841b46f011a45b58258c953dade4c557cb62a/merged INFO: umounting image registry.fedoraproject.org/fedora:rawhide (/var/lib/containers/storage/overlay/4701ea949b1408a5e13064da133841b46f011a45b58258c953dade4c557cb62a/merged) with podman image umount INFO: Package manager dnf detected and used (fallback) INFO: Bootstrap image not marked ready Start(bootstrap): installing dnf tooling No matches found for the following disable plugin patterns: local, spacewalk, versionlock Copr repository 1.9 MB/s | 2.7 MB 00:01 fedora 13 MB/s | 73 MB 00:05 Package python3-dnf-4.16.2-2.fc39.noarch is already installed. Dependencies resolved. ================================================================================ Package Arch Version Repository Size ================================================================================ Installing: python3-dnf-plugins-core noarch 4.4.2-1.fc39 fedora 293 k Installing dependencies: dbus-libs x86_64 1:1.14.8-2.fc39 fedora 156 k python3-dateutil noarch 1:2.8.2-10.fc39 fedora 355 k python3-dbus x86_64 1.3.2-4.fc40 copr_base 147 k python3-distro noarch 1.8.0-6.fc40 copr_base 45 k python3-six noarch 1.16.0-12.fc39 fedora 41 k python3-systemd x86_64 235-5.fc39 fedora 107 k Transaction Summary ================================================================================ Install 7 Packages Total download size: 1.1 M Installed size: 3.5 M Downloading Packages: (1/7): python3-distro-1.8.0-6.fc40.noarch.rpm 954 kB/s | 45 kB 00:00 (2/7): python3-dbus-1.3.2-4.fc40.x86_64.rpm 2.9 MB/s | 147 kB 00:00 (3/7): dbus-libs-1.14.8-2.fc39.x86_64.rpm 738 kB/s | 156 kB 00:00 (4/7): python3-six-1.16.0-12.fc39.noarch.rpm 524 kB/s | 41 kB 00:00 (5/7): python3-dnf-plugins-core-4.4.2-1.fc39.no 1.0 MB/s | 293 kB 00:00 (6/7): python3-systemd-235-5.fc39.x86_64.rpm 2.3 MB/s | 107 kB 00:00 (7/7): python3-dateutil-2.8.2-10.fc39.noarch.rp 1.1 MB/s | 355 kB 00:00 -------------------------------------------------------------------------------- Total 2.8 MB/s | 1.1 MB 00:00 Running transaction check Transaction check succeeded. Running transaction test Transaction test succeeded. Running transaction Preparing : 1/1 Installing : python3-systemd-235-5.fc39.x86_64 1/7 Installing : python3-six-1.16.0-12.fc39.noarch 2/7 Installing : python3-dateutil-1:2.8.2-10.fc39.noarch 3/7 Installing : dbus-libs-1:1.14.8-2.fc39.x86_64 4/7 Installing : python3-dbus-1.3.2-4.fc40.x86_64 5/7 Installing : python3-distro-1.8.0-6.fc40.noarch 6/7 Installing : python3-dnf-plugins-core-4.4.2-1.fc39.noarch 7/7 Running scriptlet: python3-dnf-plugins-core-4.4.2-1.fc39.noarch 7/7 Verifying : python3-dbus-1.3.2-4.fc40.x86_64 1/7 Verifying : python3-distro-1.8.0-6.fc40.noarch 2/7 Verifying : dbus-libs-1:1.14.8-2.fc39.x86_64 3/7 Verifying : python3-dateutil-1:2.8.2-10.fc39.noarch 4/7 Verifying : python3-dnf-plugins-core-4.4.2-1.fc39.noarch 5/7 Verifying : python3-six-1.16.0-12.fc39.noarch 6/7 Verifying : python3-systemd-235-5.fc39.x86_64 7/7 Installed: dbus-libs-1:1.14.8-2.fc39.x86_64 python3-dateutil-1:2.8.2-10.fc39.noarch python3-dbus-1.3.2-4.fc40.x86_64 python3-distro-1.8.0-6.fc40.noarch python3-dnf-plugins-core-4.4.2-1.fc39.noarch python3-six-1.16.0-12.fc39.noarch python3-systemd-235-5.fc39.x86_64 Complete! Finish(bootstrap): installing dnf tooling Start(bootstrap): creating root cache Finish(bootstrap): creating root cache Finish(bootstrap): chroot init Start: chroot init INFO: mounting tmpfs at /var/lib/mock/fedora-rawhide-x86_64-1692720738.205166/root. INFO: calling preinit hooks INFO: enabled root cache INFO: enabled package manager cache Start: cleaning package manager metadata Finish: cleaning package manager metadata INFO: enabled HW Info plugin INFO: Package manager dnf detected and used (direct choice) Start: installing minimal buildroot with dnf No matches found for the following disable plugin patterns: local, spacewalk, versionlock Copr repository 42 kB/s | 1.5 kB 00:00 Copr repository 18 MB/s | 2.7 MB 00:00 fedora 398 kB/s | 21 kB 00:00 Dependencies resolved. ================================================================================ Package Arch Version Repo Size ================================================================================ Installing group/module packages: bash x86_64 5.2.15-5.fc39 fedora 1.8 M bzip2 x86_64 1.0.8-16.fc39 fedora 52 k coreutils x86_64 9.3-2.fc39 fedora 1.1 M cpio x86_64 2.14-4.fc39 fedora 279 k diffutils x86_64 3.10-3.fc39 fedora 398 k fedora-release-common noarch 40-0.6 fedora 18 k findutils x86_64 1:4.9.0-5.fc39 fedora 492 k gawk x86_64 5.2.2-2.fc39 fedora 1.1 M glibc-minimal-langpack x86_64 2.38-1.fc39 fedora 67 k grep x86_64 3.11-5.fc40 fedora 298 k gzip x86_64 1.12-6.fc39 fedora 166 k info x86_64 7.0.3-3.fc39 fedora 182 k patch x86_64 2.7.6-22.fc39 fedora 125 k redhat-rpm-config noarch 263-1.fc40 fedora 84 k rpm-build x86_64 4.18.92-2.fc40 fedora 78 k sed x86_64 4.8-14.fc39 fedora 306 k shadow-utils x86_64 2:4.14.0-1.fc40 fedora 1.3 M tar x86_64 2:1.35-2.fc40 fedora 864 k unzip x86_64 6.0-62.fc39 fedora 184 k util-linux x86_64 2.39.2-1.fc40 fedora 1.2 M which x86_64 2.21-40.fc39 fedora 42 k xz x86_64 5.4.4-1.fc39 fedora 556 k Installing dependencies: alternatives x86_64 1.25-1.fc39 fedora 39 k ansible-srpm-macros noarch 1-11.fc39 fedora 21 k audit-libs x86_64 3.1.2-1.fc39 fedora 117 k authselect x86_64 1.4.2-3.fc39 fedora 144 k authselect-libs x86_64 1.4.2-3.fc39 fedora 249 k basesystem noarch 11-18.fc39 fedora 7.2 k binutils x86_64 2.40-13.fc39 fedora 5.6 M binutils-gold x86_64 2.40-13.fc39 fedora 797 k bzip2-libs x86_64 1.0.8-16.fc39 fedora 41 k ca-certificates noarch 2023.2.60_v7.0.306-2.fc39 fedora 837 k coreutils-common x86_64 9.3-2.fc39 fedora 2.1 M cracklib x86_64 2.9.11-2.fc39 fedora 94 k crypto-policies noarch 20230731-1.git5ed06e0.fc39 fedora 99 k curl x86_64 8.2.1-2.fc40 fedora 346 k cyrus-sasl-lib x86_64 2.1.28-11.fc39 fedora 793 k debugedit x86_64 5.0-10.fc39 fedora 77 k dwz x86_64 0.15-3.fc39 fedora 134 k ed x86_64 1.19-4.fc39 fedora 79 k efi-srpm-macros noarch 5-9.fc39 fedora 22 k elfutils x86_64 0.189-4.fc39 fedora 537 k elfutils-debuginfod-client x86_64 0.189-4.fc39 fedora 38 k elfutils-default-yama-scope noarch 0.189-4.fc39 fedora 13 k elfutils-libelf x86_64 0.189-4.fc39 fedora 194 k elfutils-libs x86_64 0.189-4.fc39 fedora 258 k fedora-gpg-keys noarch 40-0.1 fedora 130 k fedora-release noarch 40-0.6 fedora 7.9 k fedora-release-identity-basic noarch 40-0.6 fedora 8.7 k fedora-repos noarch 40-0.1 fedora 9.4 k fedora-repos-rawhide noarch 40-0.1 fedora 9.0 k file x86_64 5.45-1.fc40 fedora 49 k file-libs x86_64 5.45-1.fc40 fedora 763 k filesystem x86_64 3.18-6.fc39 fedora 1.1 M fonts-srpm-macros noarch 1:2.0.5-12.fc39 fedora 26 k fpc-srpm-macros noarch 1.3-8.fc39 fedora 7.4 k gdb-minimal x86_64 13.2-7.fc39 fedora 4.2 M gdbm-libs x86_64 1:1.23-4.fc39 fedora 56 k ghc-srpm-macros noarch 1.6.1-2.fc39 fedora 7.8 k glibc x86_64 2.38-1.fc39 fedora 2.2 M glibc-common x86_64 2.38-1.fc39 fedora 348 k glibc-gconv-extra x86_64 2.38-1.fc39 fedora 1.6 M gmp x86_64 1:6.2.1-5.fc39 fedora 313 k gnat-srpm-macros noarch 6-3.fc39 fedora 8.8 k go-srpm-macros noarch 3.2.0-6.fc39 fedora 27 k jansson x86_64 2.13.1-7.fc39 fedora 44 k kernel-srpm-macros noarch 1.0-20.fc39 fedora 10 k keyutils-libs x86_64 1.6.1-7.fc39 fedora 31 k krb5-libs x86_64 1.21.2-1.fc40 fedora 765 k libacl x86_64 2.3.1-8.fc39 fedora 23 k libarchive x86_64 3.7.1-1.fc39 fedora 408 k libattr x86_64 2.5.1-8.fc39 fedora 18 k libblkid x86_64 2.39.2-1.fc40 fedora 116 k libbrotli x86_64 1.0.9-13.fc39 fedora 317 k libcap x86_64 2.48-7.fc39 fedora 68 k libcap-ng x86_64 0.8.3-7.fc39 fedora 32 k libcom_err x86_64 1.47.0-2.fc39 fedora 26 k libcurl x86_64 8.2.1-2.fc40 fedora 328 k libdb x86_64 5.3.28-56.fc39 fedora 760 k libeconf x86_64 0.4.0-6.fc39 fedora 27 k libevent x86_64 2.1.12-9.fc39 fedora 258 k libfdisk x86_64 2.39.2-1.fc40 fedora 162 k libffi x86_64 3.4.4-4.fc39 fedora 40 k libgcc x86_64 13.2.1-1.fc39 fedora 109 k libgomp x86_64 13.2.1-1.fc39 fedora 319 k libidn2 x86_64 2.3.4-3.fc39 fedora 117 k libmount x86_64 2.39.2-1.fc40 fedora 154 k libnghttp2 x86_64 1.55.1-2.fc39 fedora 75 k libnsl2 x86_64 2.0.0-6.fc39 fedora 30 k libpkgconf x86_64 1.9.5-2.fc39 fedora 38 k libpsl x86_64 0.21.2-4.fc39 fedora 63 k libpwquality x86_64 1.4.5-6.fc39 fedora 120 k libselinux x86_64 3.5-5.fc40 copr_base 87 k libsemanage x86_64 3.5-4.fc39 fedora 120 k libsepol x86_64 3.5-2.fc39 fedora 324 k libsigsegv x86_64 2.14-5.fc39 fedora 27 k libsmartcols x86_64 2.39.2-1.fc40 fedora 67 k libssh x86_64 0.10.5-2.fc39 fedora 211 k libssh-config noarch 0.10.5-2.fc39 fedora 9.2 k libstdc++ x86_64 13.2.1-1.fc39 fedora 860 k libtasn1 x86_64 4.19.0-3.fc39 fedora 74 k libtirpc x86_64 1.3.3-1.rc2.fc39 fedora 94 k libunistring x86_64 1.1-5.fc40 fedora 543 k libutempter x86_64 1.2.1-10.fc39 fedora 26 k libuuid x86_64 2.39.2-1.fc40 fedora 28 k libverto x86_64 0.3.2-6.fc39 fedora 20 k libxcrypt x86_64 4.4.36-2.fc39 fedora 119 k libxml2 x86_64 2.11.5-1.fc40 fedora 698 k libzstd x86_64 1.5.5-4.fc39 fedora 309 k lua-libs x86_64 5.4.6-3.fc39 fedora 133 k lua-srpm-macros noarch 1-9.fc39 fedora 8.6 k lz4-libs x86_64 1.9.4-4.fc39 fedora 67 k mpfr x86_64 4.2.0-3.fc39 fedora 344 k ncurses-base noarch 6.4-6.20230520.fc39 fedora 88 k ncurses-libs x86_64 6.4-6.20230520.fc39 fedora 336 k ocaml-srpm-macros noarch 8-2.fc39 fedora 14 k openblas-srpm-macros noarch 2-14.fc39 fedora 7.5 k openldap x86_64 2.6.6-1.fc39 fedora 255 k openssl-libs x86_64 1:3.1.1-1.fc39 fedora 2.2 M p11-kit x86_64 0.25.0-2.fc39 fedora 486 k p11-kit-trust x86_64 0.25.0-2.fc39 fedora 142 k package-notes-srpm-macros noarch 0.5-9.fc39 fedora 11 k pam x86_64 1.5.3-2.fc39 fedora 548 k pam-libs x86_64 1.5.3-2.fc39 fedora 58 k pcre2 x86_64 10.42-1.fc39.2 fedora 233 k pcre2-syntax noarch 10.42-1.fc39.2 fedora 143 k perl-srpm-macros noarch 1-51.fc39 fedora 8.0 k pkgconf x86_64 1.9.5-2.fc39 fedora 42 k pkgconf-m4 noarch 1.9.5-2.fc39 fedora 14 k pkgconf-pkg-config x86_64 1.9.5-2.fc39 fedora 9.6 k popt x86_64 1.19-3.fc39 fedora 66 k publicsuffix-list-dafsa noarch 20230812-1.fc40 fedora 57 k pyproject-srpm-macros noarch 1.9.0-2.fc40 copr_base 15 k python-srpm-macros noarch 3.12-2.fc39 fedora 25 k qt5-srpm-macros noarch 5.15.10-2.fc39 fedora 8.3 k qt6-srpm-macros noarch 6.5.2-2.fc39 fedora 9.2 k readline x86_64 8.2-4.fc39 fedora 213 k rpm x86_64 4.18.92-2.fc40 fedora 533 k rpm-build-libs x86_64 4.18.92-2.fc40 fedora 96 k rpm-libs x86_64 4.18.92-2.fc40 fedora 313 k rpm-sequoia x86_64 1.4.1-2.fc39 fedora 869 k rpmautospec-rpm-macros noarch 0.3.5-4.fc39 fedora 8.8 k rust-srpm-macros noarch 24-5.fc40 fedora 12 k setup noarch 2.14.4-1.fc39 fedora 154 k sqlite-libs x86_64 3.42.0-7.fc39 fedora 678 k systemd-libs x86_64 254.1-2.fc40 fedora 688 k tzdata noarch 2023c-3.fc40 fedora 718 k util-linux-core x86_64 2.39.2-1.fc40 fedora 493 k xxhash-libs x86_64 0.8.2-1.fc39 fedora 37 k xz-libs x86_64 5.4.4-1.fc39 fedora 108 k zip x86_64 3.0-38.fc39 fedora 266 k zlib x86_64 1.2.13-4.fc39 fedora 94 k zstd x86_64 1.5.5-4.fc39 fedora 482 k Installing Groups: Buildsystem building group Transaction Summary ================================================================================ Install 153 Packages Total size: 53 M Installed size: 181 M Downloading Packages: [SKIPPED] libselinux-3.5-5.fc40.x86_64.rpm: Already downloaded [SKIPPED] pyproject-srpm-macros-1.9.0-2.fc40.noarch.rpm: Already downloaded [SKIPPED] alternatives-1.25-1.fc39.x86_64.rpm: Already downloaded [SKIPPED] ansible-srpm-macros-1-11.fc39.noarch.rpm: Already downloaded [SKIPPED] audit-libs-3.1.2-1.fc39.x86_64.rpm: Already downloaded [SKIPPED] authselect-1.4.2-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] authselect-libs-1.4.2-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] basesystem-11-18.fc39.noarch.rpm: Already downloaded [SKIPPED] bash-5.2.15-5.fc39.x86_64.rpm: Already downloaded [SKIPPED] binutils-2.40-13.fc39.x86_64.rpm: Already downloaded [SKIPPED] binutils-gold-2.40-13.fc39.x86_64.rpm: Already downloaded [SKIPPED] bzip2-1.0.8-16.fc39.x86_64.rpm: Already downloaded [SKIPPED] bzip2-libs-1.0.8-16.fc39.x86_64.rpm: Already downloaded [SKIPPED] ca-certificates-2023.2.60_v7.0.306-2.fc39.noarch.rpm: Already downloaded [SKIPPED] coreutils-9.3-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] coreutils-common-9.3-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] cpio-2.14-4.fc39.x86_64.rpm: Already downloaded [SKIPPED] cracklib-2.9.11-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] crypto-policies-20230731-1.git5ed06e0.fc39.noarch.rpm: Already downloaded [SKIPPED] curl-8.2.1-2.fc40.x86_64.rpm: Already downloaded [SKIPPED] cyrus-sasl-lib-2.1.28-11.fc39.x86_64.rpm: Already downloaded [SKIPPED] debugedit-5.0-10.fc39.x86_64.rpm: Already downloaded [SKIPPED] diffutils-3.10-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] dwz-0.15-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] ed-1.19-4.fc39.x86_64.rpm: Already downloaded [SKIPPED] efi-srpm-macros-5-9.fc39.noarch.rpm: Already downloaded [SKIPPED] elfutils-0.189-4.fc39.x86_64.rpm: Already downloaded [SKIPPED] elfutils-debuginfod-client-0.189-4.fc39.x86_64.rpm: Already downloaded [SKIPPED] elfutils-default-yama-scope-0.189-4.fc39.noarch.rpm: Already downloaded [SKIPPED] elfutils-libelf-0.189-4.fc39.x86_64.rpm: Already downloaded [SKIPPED] elfutils-libs-0.189-4.fc39.x86_64.rpm: Already downloaded [SKIPPED] fedora-gpg-keys-40-0.1.noarch.rpm: Already downloaded [SKIPPED] fedora-release-40-0.6.noarch.rpm: Already downloaded 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0727 707E A15B 79CC From : /usr/share/distribution-gpg-keys/fedora/RPM-GPG-KEY-fedora-40-primary Key imported successfully fedora 1.6 MB/s | 1.6 kB 00:00 GPG key at file:///usr/share/distribution-gpg-keys/fedora/RPM-GPG-KEY-fedora-40-primary (0xA15B79CC) is already installed fedora 1.6 MB/s | 1.6 kB 00:00 Importing GPG key 0x18B8E74C: Userid : "Fedora (39) " Fingerprint: E8F2 3996 F232 1864 0CB4 4CBE 75CF 5AC4 18B8 E74C From : /usr/share/distribution-gpg-keys/fedora/RPM-GPG-KEY-fedora-39-primary Key imported successfully Running transaction check Transaction check succeeded. Running transaction test Transaction test succeeded. 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p11-kit-trust-0.25.0-2.fc39.x86_64 103/153 Installing : libverto-0.3.2-6.fc39.x86_64 104/153 Installing : xxhash-libs-0.8.2-1.fc39.x86_64 105/153 Installing : libssh-config-0.10.5-2.fc39.noarch 106/153 Installing : kernel-srpm-macros-1.0-20.fc39.noarch 107/153 Installing : gnat-srpm-macros-6-3.fc39.noarch 108/153 Installing : ghc-srpm-macros-1.6.1-2.fc39.noarch 109/153 Installing : fpc-srpm-macros-1.3-8.fc39.noarch 110/153 Installing : coreutils-common-9.3-2.fc39.x86_64 111/153 Installing : openssl-libs-1:3.1.1-1.fc39.x86_64 112/153 Installing : coreutils-9.3-2.fc39.x86_64 113/153 Running scriptlet: ca-certificates-2023.2.60_v7.0.306-2.fc39.noarch 114/153 Installing : ca-certificates-2023.2.60_v7.0.306-2.fc39.noarch 114/153 Running scriptlet: ca-certificates-2023.2.60_v7.0.306-2.fc39.noarch 114/153 Installing : krb5-libs-1.21.2-1.fc40.x86_64 115/153 Installing : libtirpc-1.3.3-1.rc2.fc39.x86_64 116/153 Running scriptlet: authselect-libs-1.4.2-3.fc39.x86_64 117/153 Installing : authselect-libs-1.4.2-3.fc39.x86_64 117/153 Installing : gzip-1.12-6.fc39.x86_64 118/153 Installing : cracklib-2.9.11-2.fc39.x86_64 119/153 Installing : libpwquality-1.4.5-6.fc39.x86_64 120/153 Installing : authselect-1.4.2-3.fc39.x86_64 121/153 Installing : libnsl2-2.0.0-6.fc39.x86_64 122/153 Installing : pam-1.5.3-2.fc39.x86_64 123/153 Installing : libssh-0.10.5-2.fc39.x86_64 124/153 Installing : libarchive-3.7.1-1.fc39.x86_64 125/153 Installing : libevent-2.1.12-9.fc39.x86_64 126/153 Installing : openldap-2.6.6-1.fc39.x86_64 127/153 Installing : libcurl-8.2.1-2.fc40.x86_64 128/153 Installing : elfutils-libs-0.189-4.fc39.x86_64 129/153 Installing : elfutils-debuginfod-client-0.189-4.fc39.x86_64 130/153 Installing : binutils-gold-2.40-13.fc39.x86_64 131/153 Running scriptlet: binutils-gold-2.40-13.fc39.x86_64 131/153 Installing : binutils-2.40-13.fc39.x86_64 132/153 Running scriptlet: binutils-2.40-13.fc39.x86_64 132/153 Installing : elfutils-0.189-4.fc39.x86_64 133/153 Installing : gdb-minimal-13.2-7.fc39.x86_64 134/153 Installing : debugedit-5.0-10.fc39.x86_64 135/153 Installing : curl-8.2.1-2.fc40.x86_64 136/153 Installing : rpm-sequoia-1.4.1-2.fc39.x86_64 137/153 Installing : rpm-libs-4.18.92-2.fc40.x86_64 138/153 Running scriptlet: rpm-4.18.92-2.fc40.x86_64 139/153 Installing : rpm-4.18.92-2.fc40.x86_64 139/153 Installing : efi-srpm-macros-5-9.fc39.noarch 140/153 Installing : lua-srpm-macros-1-9.fc39.noarch 141/153 Installing : rpmautospec-rpm-macros-0.3.5-4.fc39.noarch 142/153 Installing : rpm-build-libs-4.18.92-2.fc40.x86_64 143/153 Installing : ansible-srpm-macros-1-11.fc39.noarch 144/153 Installing : pyproject-srpm-macros-1.9.0-2.fc40.noarch 145/153 Installing : fonts-srpm-macros-1:2.0.5-12.fc39.noarch 146/153 Installing : go-srpm-macros-3.2.0-6.fc39.noarch 147/153 Installing : python-srpm-macros-3.12-2.fc39.noarch 148/153 Installing : redhat-rpm-config-263-1.fc40.noarch 149/153 Installing : rpm-build-4.18.92-2.fc40.x86_64 150/153 Installing : util-linux-2.39.2-1.fc40.x86_64 151/153 Installing : which-2.21-40.fc39.x86_64 152/153 Installing : info-7.0.3-3.fc39.x86_64 153/153 Running scriptlet: filesystem-3.18-6.fc39.x86_64 153/153 Running scriptlet: ca-certificates-2023.2.60_v7.0.306-2.fc39.noarch 153/153 Running scriptlet: authselect-libs-1.4.2-3.fc39.x86_64 153/153 Running scriptlet: rpm-4.18.92-2.fc40.x86_64 153/153 Running scriptlet: info-7.0.3-3.fc39.x86_64 153/153 Verifying : libselinux-3.5-5.fc40.x86_64 1/153 Verifying : pyproject-srpm-macros-1.9.0-2.fc40.noarch 2/153 Verifying : alternatives-1.25-1.fc39.x86_64 3/153 Verifying : ansible-srpm-macros-1-11.fc39.noarch 4/153 Verifying : audit-libs-3.1.2-1.fc39.x86_64 5/153 Verifying : authselect-1.4.2-3.fc39.x86_64 6/153 Verifying : authselect-libs-1.4.2-3.fc39.x86_64 7/153 Verifying : basesystem-11-18.fc39.noarch 8/153 Verifying : bash-5.2.15-5.fc39.x86_64 9/153 Verifying : binutils-2.40-13.fc39.x86_64 10/153 Verifying : binutils-gold-2.40-13.fc39.x86_64 11/153 Verifying : bzip2-1.0.8-16.fc39.x86_64 12/153 Verifying : bzip2-libs-1.0.8-16.fc39.x86_64 13/153 Verifying : ca-certificates-2023.2.60_v7.0.306-2.fc39.noarch 14/153 Verifying : coreutils-9.3-2.fc39.x86_64 15/153 Verifying : coreutils-common-9.3-2.fc39.x86_64 16/153 Verifying : cpio-2.14-4.fc39.x86_64 17/153 Verifying : cracklib-2.9.11-2.fc39.x86_64 18/153 Verifying : crypto-policies-20230731-1.git5ed06e0.fc39.noarc 19/153 Verifying : curl-8.2.1-2.fc40.x86_64 20/153 Verifying : cyrus-sasl-lib-2.1.28-11.fc39.x86_64 21/153 Verifying : debugedit-5.0-10.fc39.x86_64 22/153 Verifying : diffutils-3.10-3.fc39.x86_64 23/153 Verifying : dwz-0.15-3.fc39.x86_64 24/153 Verifying : ed-1.19-4.fc39.x86_64 25/153 Verifying : efi-srpm-macros-5-9.fc39.noarch 26/153 Verifying : elfutils-0.189-4.fc39.x86_64 27/153 Verifying : elfutils-debuginfod-client-0.189-4.fc39.x86_64 28/153 Verifying : elfutils-default-yama-scope-0.189-4.fc39.noarch 29/153 Verifying : elfutils-libelf-0.189-4.fc39.x86_64 30/153 Verifying : elfutils-libs-0.189-4.fc39.x86_64 31/153 Verifying : fedora-gpg-keys-40-0.1.noarch 32/153 Verifying : fedora-release-40-0.6.noarch 33/153 Verifying : fedora-release-common-40-0.6.noarch 34/153 Verifying : fedora-release-identity-basic-40-0.6.noarch 35/153 Verifying : fedora-repos-40-0.1.noarch 36/153 Verifying : fedora-repos-rawhide-40-0.1.noarch 37/153 Verifying : file-5.45-1.fc40.x86_64 38/153 Verifying : file-libs-5.45-1.fc40.x86_64 39/153 Verifying : filesystem-3.18-6.fc39.x86_64 40/153 Verifying : findutils-1:4.9.0-5.fc39.x86_64 41/153 Verifying : fonts-srpm-macros-1:2.0.5-12.fc39.noarch 42/153 Verifying : fpc-srpm-macros-1.3-8.fc39.noarch 43/153 Verifying : gawk-5.2.2-2.fc39.x86_64 44/153 Verifying : gdb-minimal-13.2-7.fc39.x86_64 45/153 Verifying : gdbm-libs-1:1.23-4.fc39.x86_64 46/153 Verifying : ghc-srpm-macros-1.6.1-2.fc39.noarch 47/153 Verifying : glibc-2.38-1.fc39.x86_64 48/153 Verifying : glibc-common-2.38-1.fc39.x86_64 49/153 Verifying : glibc-gconv-extra-2.38-1.fc39.x86_64 50/153 Verifying : glibc-minimal-langpack-2.38-1.fc39.x86_64 51/153 Verifying : gmp-1:6.2.1-5.fc39.x86_64 52/153 Verifying : gnat-srpm-macros-6-3.fc39.noarch 53/153 Verifying : go-srpm-macros-3.2.0-6.fc39.noarch 54/153 Verifying : grep-3.11-5.fc40.x86_64 55/153 Verifying : gzip-1.12-6.fc39.x86_64 56/153 Verifying : info-7.0.3-3.fc39.x86_64 57/153 Verifying : jansson-2.13.1-7.fc39.x86_64 58/153 Verifying : kernel-srpm-macros-1.0-20.fc39.noarch 59/153 Verifying : keyutils-libs-1.6.1-7.fc39.x86_64 60/153 Verifying : krb5-libs-1.21.2-1.fc40.x86_64 61/153 Verifying : libacl-2.3.1-8.fc39.x86_64 62/153 Verifying : libarchive-3.7.1-1.fc39.x86_64 63/153 Verifying : libattr-2.5.1-8.fc39.x86_64 64/153 Verifying : libblkid-2.39.2-1.fc40.x86_64 65/153 Verifying : libbrotli-1.0.9-13.fc39.x86_64 66/153 Verifying : libcap-2.48-7.fc39.x86_64 67/153 Verifying : libcap-ng-0.8.3-7.fc39.x86_64 68/153 Verifying : libcom_err-1.47.0-2.fc39.x86_64 69/153 Verifying : libcurl-8.2.1-2.fc40.x86_64 70/153 Verifying : libdb-5.3.28-56.fc39.x86_64 71/153 Verifying : libeconf-0.4.0-6.fc39.x86_64 72/153 Verifying : libevent-2.1.12-9.fc39.x86_64 73/153 Verifying : libfdisk-2.39.2-1.fc40.x86_64 74/153 Verifying : libffi-3.4.4-4.fc39.x86_64 75/153 Verifying : libgcc-13.2.1-1.fc39.x86_64 76/153 Verifying : libgomp-13.2.1-1.fc39.x86_64 77/153 Verifying : libidn2-2.3.4-3.fc39.x86_64 78/153 Verifying : libmount-2.39.2-1.fc40.x86_64 79/153 Verifying : libnghttp2-1.55.1-2.fc39.x86_64 80/153 Verifying : libnsl2-2.0.0-6.fc39.x86_64 81/153 Verifying : libpkgconf-1.9.5-2.fc39.x86_64 82/153 Verifying : libpsl-0.21.2-4.fc39.x86_64 83/153 Verifying : libpwquality-1.4.5-6.fc39.x86_64 84/153 Verifying : libsemanage-3.5-4.fc39.x86_64 85/153 Verifying : libsepol-3.5-2.fc39.x86_64 86/153 Verifying : libsigsegv-2.14-5.fc39.x86_64 87/153 Verifying : libsmartcols-2.39.2-1.fc40.x86_64 88/153 Verifying : libssh-0.10.5-2.fc39.x86_64 89/153 Verifying : libssh-config-0.10.5-2.fc39.noarch 90/153 Verifying : libstdc++-13.2.1-1.fc39.x86_64 91/153 Verifying : libtasn1-4.19.0-3.fc39.x86_64 92/153 Verifying : libtirpc-1.3.3-1.rc2.fc39.x86_64 93/153 Verifying : libunistring-1.1-5.fc40.x86_64 94/153 Verifying : libutempter-1.2.1-10.fc39.x86_64 95/153 Verifying : libuuid-2.39.2-1.fc40.x86_64 96/153 Verifying : libverto-0.3.2-6.fc39.x86_64 97/153 Verifying : libxcrypt-4.4.36-2.fc39.x86_64 98/153 Verifying : libxml2-2.11.5-1.fc40.x86_64 99/153 Verifying : libzstd-1.5.5-4.fc39.x86_64 100/153 Verifying : lua-libs-5.4.6-3.fc39.x86_64 101/153 Verifying : lua-srpm-macros-1-9.fc39.noarch 102/153 Verifying : lz4-libs-1.9.4-4.fc39.x86_64 103/153 Verifying : mpfr-4.2.0-3.fc39.x86_64 104/153 Verifying : ncurses-base-6.4-6.20230520.fc39.noarch 105/153 Verifying : ncurses-libs-6.4-6.20230520.fc39.x86_64 106/153 Verifying : ocaml-srpm-macros-8-2.fc39.noarch 107/153 Verifying : openblas-srpm-macros-2-14.fc39.noarch 108/153 Verifying : openldap-2.6.6-1.fc39.x86_64 109/153 Verifying : openssl-libs-1:3.1.1-1.fc39.x86_64 110/153 Verifying : p11-kit-0.25.0-2.fc39.x86_64 111/153 Verifying : p11-kit-trust-0.25.0-2.fc39.x86_64 112/153 Verifying : package-notes-srpm-macros-0.5-9.fc39.noarch 113/153 Verifying : pam-1.5.3-2.fc39.x86_64 114/153 Verifying : pam-libs-1.5.3-2.fc39.x86_64 115/153 Verifying : patch-2.7.6-22.fc39.x86_64 116/153 Verifying : pcre2-10.42-1.fc39.2.x86_64 117/153 Verifying : pcre2-syntax-10.42-1.fc39.2.noarch 118/153 Verifying : perl-srpm-macros-1-51.fc39.noarch 119/153 Verifying : pkgconf-1.9.5-2.fc39.x86_64 120/153 Verifying : pkgconf-m4-1.9.5-2.fc39.noarch 121/153 Verifying : pkgconf-pkg-config-1.9.5-2.fc39.x86_64 122/153 Verifying : popt-1.19-3.fc39.x86_64 123/153 Verifying : publicsuffix-list-dafsa-20230812-1.fc40.noarch 124/153 Verifying : python-srpm-macros-3.12-2.fc39.noarch 125/153 Verifying : qt5-srpm-macros-5.15.10-2.fc39.noarch 126/153 Verifying : qt6-srpm-macros-6.5.2-2.fc39.noarch 127/153 Verifying : readline-8.2-4.fc39.x86_64 128/153 Verifying : redhat-rpm-config-263-1.fc40.noarch 129/153 Verifying : rpm-4.18.92-2.fc40.x86_64 130/153 Verifying : rpm-build-4.18.92-2.fc40.x86_64 131/153 Verifying : rpm-build-libs-4.18.92-2.fc40.x86_64 132/153 Verifying : rpm-libs-4.18.92-2.fc40.x86_64 133/153 Verifying : rpm-sequoia-1.4.1-2.fc39.x86_64 134/153 Verifying : rpmautospec-rpm-macros-0.3.5-4.fc39.noarch 135/153 Verifying : rust-srpm-macros-24-5.fc40.noarch 136/153 Verifying : sed-4.8-14.fc39.x86_64 137/153 Verifying : setup-2.14.4-1.fc39.noarch 138/153 Verifying : shadow-utils-2:4.14.0-1.fc40.x86_64 139/153 Verifying : sqlite-libs-3.42.0-7.fc39.x86_64 140/153 Verifying : systemd-libs-254.1-2.fc40.x86_64 141/153 Verifying : tar-2:1.35-2.fc40.x86_64 142/153 Verifying : tzdata-2023c-3.fc40.noarch 143/153 Verifying : unzip-6.0-62.fc39.x86_64 144/153 Verifying : util-linux-2.39.2-1.fc40.x86_64 145/153 Verifying : util-linux-core-2.39.2-1.fc40.x86_64 146/153 Verifying : which-2.21-40.fc39.x86_64 147/153 Verifying : xxhash-libs-0.8.2-1.fc39.x86_64 148/153 Verifying : xz-5.4.4-1.fc39.x86_64 149/153 Verifying : xz-libs-5.4.4-1.fc39.x86_64 150/153 Verifying : zip-3.0-38.fc39.x86_64 151/153 Verifying : zlib-1.2.13-4.fc39.x86_64 152/153 Verifying : zstd-1.5.5-4.fc39.x86_64 153/153 Installed: alternatives-1.25-1.fc39.x86_64 ansible-srpm-macros-1-11.fc39.noarch audit-libs-3.1.2-1.fc39.x86_64 authselect-1.4.2-3.fc39.x86_64 authselect-libs-1.4.2-3.fc39.x86_64 basesystem-11-18.fc39.noarch bash-5.2.15-5.fc39.x86_64 binutils-2.40-13.fc39.x86_64 binutils-gold-2.40-13.fc39.x86_64 bzip2-1.0.8-16.fc39.x86_64 bzip2-libs-1.0.8-16.fc39.x86_64 ca-certificates-2023.2.60_v7.0.306-2.fc39.noarch coreutils-9.3-2.fc39.x86_64 coreutils-common-9.3-2.fc39.x86_64 cpio-2.14-4.fc39.x86_64 cracklib-2.9.11-2.fc39.x86_64 crypto-policies-20230731-1.git5ed06e0.fc39.noarch curl-8.2.1-2.fc40.x86_64 cyrus-sasl-lib-2.1.28-11.fc39.x86_64 debugedit-5.0-10.fc39.x86_64 diffutils-3.10-3.fc39.x86_64 dwz-0.15-3.fc39.x86_64 ed-1.19-4.fc39.x86_64 efi-srpm-macros-5-9.fc39.noarch elfutils-0.189-4.fc39.x86_64 elfutils-debuginfod-client-0.189-4.fc39.x86_64 elfutils-default-yama-scope-0.189-4.fc39.noarch elfutils-libelf-0.189-4.fc39.x86_64 elfutils-libs-0.189-4.fc39.x86_64 fedora-gpg-keys-40-0.1.noarch fedora-release-40-0.6.noarch fedora-release-common-40-0.6.noarch fedora-release-identity-basic-40-0.6.noarch fedora-repos-40-0.1.noarch fedora-repos-rawhide-40-0.1.noarch file-5.45-1.fc40.x86_64 file-libs-5.45-1.fc40.x86_64 filesystem-3.18-6.fc39.x86_64 findutils-1:4.9.0-5.fc39.x86_64 fonts-srpm-macros-1:2.0.5-12.fc39.noarch fpc-srpm-macros-1.3-8.fc39.noarch gawk-5.2.2-2.fc39.x86_64 gdb-minimal-13.2-7.fc39.x86_64 gdbm-libs-1:1.23-4.fc39.x86_64 ghc-srpm-macros-1.6.1-2.fc39.noarch glibc-2.38-1.fc39.x86_64 glibc-common-2.38-1.fc39.x86_64 glibc-gconv-extra-2.38-1.fc39.x86_64 glibc-minimal-langpack-2.38-1.fc39.x86_64 gmp-1:6.2.1-5.fc39.x86_64 gnat-srpm-macros-6-3.fc39.noarch go-srpm-macros-3.2.0-6.fc39.noarch grep-3.11-5.fc40.x86_64 gzip-1.12-6.fc39.x86_64 info-7.0.3-3.fc39.x86_64 jansson-2.13.1-7.fc39.x86_64 kernel-srpm-macros-1.0-20.fc39.noarch keyutils-libs-1.6.1-7.fc39.x86_64 krb5-libs-1.21.2-1.fc40.x86_64 libacl-2.3.1-8.fc39.x86_64 libarchive-3.7.1-1.fc39.x86_64 libattr-2.5.1-8.fc39.x86_64 libblkid-2.39.2-1.fc40.x86_64 libbrotli-1.0.9-13.fc39.x86_64 libcap-2.48-7.fc39.x86_64 libcap-ng-0.8.3-7.fc39.x86_64 libcom_err-1.47.0-2.fc39.x86_64 libcurl-8.2.1-2.fc40.x86_64 libdb-5.3.28-56.fc39.x86_64 libeconf-0.4.0-6.fc39.x86_64 libevent-2.1.12-9.fc39.x86_64 libfdisk-2.39.2-1.fc40.x86_64 libffi-3.4.4-4.fc39.x86_64 libgcc-13.2.1-1.fc39.x86_64 libgomp-13.2.1-1.fc39.x86_64 libidn2-2.3.4-3.fc39.x86_64 libmount-2.39.2-1.fc40.x86_64 libnghttp2-1.55.1-2.fc39.x86_64 libnsl2-2.0.0-6.fc39.x86_64 libpkgconf-1.9.5-2.fc39.x86_64 libpsl-0.21.2-4.fc39.x86_64 libpwquality-1.4.5-6.fc39.x86_64 libselinux-3.5-5.fc40.x86_64 libsemanage-3.5-4.fc39.x86_64 libsepol-3.5-2.fc39.x86_64 libsigsegv-2.14-5.fc39.x86_64 libsmartcols-2.39.2-1.fc40.x86_64 libssh-0.10.5-2.fc39.x86_64 libssh-config-0.10.5-2.fc39.noarch libstdc++-13.2.1-1.fc39.x86_64 libtasn1-4.19.0-3.fc39.x86_64 libtirpc-1.3.3-1.rc2.fc39.x86_64 libunistring-1.1-5.fc40.x86_64 libutempter-1.2.1-10.fc39.x86_64 libuuid-2.39.2-1.fc40.x86_64 libverto-0.3.2-6.fc39.x86_64 libxcrypt-4.4.36-2.fc39.x86_64 libxml2-2.11.5-1.fc40.x86_64 libzstd-1.5.5-4.fc39.x86_64 lua-libs-5.4.6-3.fc39.x86_64 lua-srpm-macros-1-9.fc39.noarch lz4-libs-1.9.4-4.fc39.x86_64 mpfr-4.2.0-3.fc39.x86_64 ncurses-base-6.4-6.20230520.fc39.noarch ncurses-libs-6.4-6.20230520.fc39.x86_64 ocaml-srpm-macros-8-2.fc39.noarch openblas-srpm-macros-2-14.fc39.noarch openldap-2.6.6-1.fc39.x86_64 openssl-libs-1:3.1.1-1.fc39.x86_64 p11-kit-0.25.0-2.fc39.x86_64 p11-kit-trust-0.25.0-2.fc39.x86_64 package-notes-srpm-macros-0.5-9.fc39.noarch pam-1.5.3-2.fc39.x86_64 pam-libs-1.5.3-2.fc39.x86_64 patch-2.7.6-22.fc39.x86_64 pcre2-10.42-1.fc39.2.x86_64 pcre2-syntax-10.42-1.fc39.2.noarch perl-srpm-macros-1-51.fc39.noarch pkgconf-1.9.5-2.fc39.x86_64 pkgconf-m4-1.9.5-2.fc39.noarch pkgconf-pkg-config-1.9.5-2.fc39.x86_64 popt-1.19-3.fc39.x86_64 publicsuffix-list-dafsa-20230812-1.fc40.noarch pyproject-srpm-macros-1.9.0-2.fc40.noarch python-srpm-macros-3.12-2.fc39.noarch qt5-srpm-macros-5.15.10-2.fc39.noarch qt6-srpm-macros-6.5.2-2.fc39.noarch readline-8.2-4.fc39.x86_64 redhat-rpm-config-263-1.fc40.noarch rpm-4.18.92-2.fc40.x86_64 rpm-build-4.18.92-2.fc40.x86_64 rpm-build-libs-4.18.92-2.fc40.x86_64 rpm-libs-4.18.92-2.fc40.x86_64 rpm-sequoia-1.4.1-2.fc39.x86_64 rpmautospec-rpm-macros-0.3.5-4.fc39.noarch rust-srpm-macros-24-5.fc40.noarch sed-4.8-14.fc39.x86_64 setup-2.14.4-1.fc39.noarch shadow-utils-2:4.14.0-1.fc40.x86_64 sqlite-libs-3.42.0-7.fc39.x86_64 systemd-libs-254.1-2.fc40.x86_64 tar-2:1.35-2.fc40.x86_64 tzdata-2023c-3.fc40.noarch unzip-6.0-62.fc39.x86_64 util-linux-2.39.2-1.fc40.x86_64 util-linux-core-2.39.2-1.fc40.x86_64 which-2.21-40.fc39.x86_64 xxhash-libs-0.8.2-1.fc39.x86_64 xz-5.4.4-1.fc39.x86_64 xz-libs-5.4.4-1.fc39.x86_64 zip-3.0-38.fc39.x86_64 zlib-1.2.13-4.fc39.x86_64 zstd-1.5.5-4.fc39.x86_64 Complete! Finish: installing minimal buildroot with dnf Start: creating root cache Finish: creating root cache Finish: chroot init INFO: Installed packages: INFO: kernel-srpm-macros-1.0-20.fc39.noarch rpm-sequoia-1.4.1-2.fc39.x86_64 libcurl-8.2.1-2.fc40.x86_64 gpg-pubkey-a15b79cc-63d04c2c fonts-srpm-macros-2.0.5-12.fc39.noarch libverto-0.3.2-6.fc39.x86_64 tzdata-2023c-3.fc40.noarch fedora-gpg-keys-40-0.1.noarch libuuid-2.39.2-1.fc40.x86_64 libgomp-13.2.1-1.fc39.x86_64 openblas-srpm-macros-2-14.fc39.noarch ocaml-srpm-macros-8-2.fc39.noarch lua-srpm-macros-1-9.fc39.noarch libpkgconf-1.9.5-2.fc39.x86_64 publicsuffix-list-dafsa-20230812-1.fc40.noarch rpm-build-4.18.92-2.fc40.x86_64 ansible-srpm-macros-1-11.fc39.noarch authselect-libs-1.4.2-3.fc39.x86_64 fedora-repos-rawhide-40-0.1.noarch libunistring-1.1-5.fc40.x86_64 krb5-libs-1.21.2-1.fc40.x86_64 file-5.45-1.fc40.x86_64 crypto-policies-20230731-1.git5ed06e0.fc39.noarch go-srpm-macros-3.2.0-6.fc39.noarch libsemanage-3.5-4.fc39.x86_64 rpmautospec-rpm-macros-0.3.5-4.fc39.noarch libssh-0.10.5-2.fc39.x86_64 rpm-libs-4.18.92-2.fc40.x86_64 filesystem-3.18-6.fc39.x86_64 zlib-1.2.13-4.fc39.x86_64 ca-certificates-2023.2.60_v7.0.306-2.fc39.noarch package-notes-srpm-macros-0.5-9.fc39.noarch elfutils-default-yama-scope-0.189-4.fc39.noarch mpfr-4.2.0-3.fc39.x86_64 gzip-1.12-6.fc39.x86_64 tar-1.35-2.fc40.x86_64 alternatives-1.25-1.fc39.x86_64 libmount-2.39.2-1.fc40.x86_64 libacl-2.3.1-8.fc39.x86_64 qt5-srpm-macros-5.15.10-2.fc39.noarch libselinux-3.5-5.fc40.x86_64 rpm-build-libs-4.18.92-2.fc40.x86_64 unzip-6.0-62.fc39.x86_64 gmp-6.2.1-5.fc39.x86_64 openssl-libs-3.1.1-1.fc39.x86_64 libfdisk-2.39.2-1.fc40.x86_64 fpc-srpm-macros-1.3-8.fc39.noarch pcre2-10.42-1.fc39.2.x86_64 util-linux-core-2.39.2-1.fc40.x86_64 ed-1.19-4.fc39.x86_64 elfutils-0.189-4.fc39.x86_64 libattr-2.5.1-8.fc39.x86_64 ghc-srpm-macros-1.6.1-2.fc39.noarch patch-2.7.6-22.fc39.x86_64 util-linux-2.39.2-1.fc40.x86_64 libpwquality-1.4.5-6.fc39.x86_64 libnsl2-2.0.0-6.fc39.x86_64 fedora-release-common-40-0.6.noarch qt6-srpm-macros-6.5.2-2.fc39.noarch findutils-4.9.0-5.fc39.x86_64 libpsl-0.21.2-4.fc39.x86_64 libbrotli-1.0.9-13.fc39.x86_64 gdb-minimal-13.2-7.fc39.x86_64 libcap-ng-0.8.3-7.fc39.x86_64 ncurses-libs-6.4-6.20230520.fc39.x86_64 libdb-5.3.28-56.fc39.x86_64 cpio-2.14-4.fc39.x86_64 libxcrypt-4.4.36-2.fc39.x86_64 redhat-rpm-config-263-1.fc40.noarch glibc-2.38-1.fc39.x86_64 diffutils-3.10-3.fc39.x86_64 bzip2-1.0.8-16.fc39.x86_64 coreutils-common-9.3-2.fc39.x86_64 zip-3.0-38.fc39.x86_64 info-7.0.3-3.fc39.x86_64 libblkid-2.39.2-1.fc40.x86_64 lua-libs-5.4.6-3.fc39.x86_64 keyutils-libs-1.6.1-7.fc39.x86_64 binutils-gold-2.40-13.fc39.x86_64 fedora-release-40-0.6.noarch binutils-2.40-13.fc39.x86_64 audit-libs-3.1.2-1.fc39.x86_64 authselect-1.4.2-3.fc39.x86_64 elfutils-libs-0.189-4.fc39.x86_64 rust-srpm-macros-24-5.fc40.noarch pam-libs-1.5.3-2.fc39.x86_64 libxml2-2.11.5-1.fc40.x86_64 ncurses-base-6.4-6.20230520.fc39.noarch pkgconf-pkg-config-1.9.5-2.fc39.x86_64 libidn2-2.3.4-3.fc39.x86_64 fedora-release-identity-basic-40-0.6.noarch libevent-2.1.12-9.fc39.x86_64 coreutils-9.3-2.fc39.x86_64 pyproject-srpm-macros-1.9.0-2.fc40.noarch which-2.21-40.fc39.x86_64 cyrus-sasl-lib-2.1.28-11.fc39.x86_64 perl-srpm-macros-1-51.fc39.noarch glibc-minimal-langpack-2.38-1.fc39.x86_64 python-srpm-macros-3.12-2.fc39.noarch libtirpc-1.3.3-1.rc2.fc39.x86_64 fedora-repos-40-0.1.noarch xxhash-libs-0.8.2-1.fc39.x86_64 lz4-libs-1.9.4-4.fc39.x86_64 pkgconf-m4-1.9.5-2.fc39.noarch curl-8.2.1-2.fc40.x86_64 libffi-3.4.4-4.fc39.x86_64 libutempter-1.2.1-10.fc39.x86_64 rpm-4.18.92-2.fc40.x86_64 efi-srpm-macros-5-9.fc39.noarch dwz-0.15-3.fc39.x86_64 sed-4.8-14.fc39.x86_64 cracklib-2.9.11-2.fc39.x86_64 libsigsegv-2.14-5.fc39.x86_64 p11-kit-0.25.0-2.fc39.x86_64 pkgconf-1.9.5-2.fc39.x86_64 libtasn1-4.19.0-3.fc39.x86_64 readline-8.2-4.fc39.x86_64 pcre2-syntax-10.42-1.fc39.2.noarch xz-libs-5.4.4-1.fc39.x86_64 shadow-utils-4.14.0-1.fc40.x86_64 libnghttp2-1.55.1-2.fc39.x86_64 popt-1.19-3.fc39.x86_64 glibc-common-2.38-1.fc39.x86_64 libsmartcols-2.39.2-1.fc40.x86_64 xz-5.4.4-1.fc39.x86_64 pam-1.5.3-2.fc39.x86_64 libzstd-1.5.5-4.fc39.x86_64 libstdc++-13.2.1-1.fc39.x86_64 debugedit-5.0-10.fc39.x86_64 gpg-pubkey-18b8e74c-62f2920f bzip2-libs-1.0.8-16.fc39.x86_64 libsepol-3.5-2.fc39.x86_64 libarchive-3.7.1-1.fc39.x86_64 openldap-2.6.6-1.fc39.x86_64 elfutils-libelf-0.189-4.fc39.x86_64 libssh-config-0.10.5-2.fc39.noarch elfutils-debuginfod-client-0.189-4.fc39.x86_64 glibc-gconv-extra-2.38-1.fc39.x86_64 basesystem-11-18.fc39.noarch gdbm-libs-1.23-4.fc39.x86_64 libeconf-0.4.0-6.fc39.x86_64 jansson-2.13.1-7.fc39.x86_64 libcap-2.48-7.fc39.x86_64 p11-kit-trust-0.25.0-2.fc39.x86_64 systemd-libs-254.1-2.fc40.x86_64 file-libs-5.45-1.fc40.x86_64 libcom_err-1.47.0-2.fc39.x86_64 bash-5.2.15-5.fc39.x86_64 zstd-1.5.5-4.fc39.x86_64 libgcc-13.2.1-1.fc39.x86_64 gnat-srpm-macros-6-3.fc39.noarch grep-3.11-5.fc40.x86_64 gawk-5.2.2-2.fc39.x86_64 setup-2.14.4-1.fc39.noarch sqlite-libs-3.42.0-7.fc39.x86_64 Start: buildsrpm Start: rpmbuild -bs Building target platforms: x86_64 Building for target x86_64 setting SOURCE_DATE_EPOCH=1689897600 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm Finish: rpmbuild -bs INFO: chroot_scan: 3 files copied to /var/lib/copr-rpmbuild/results/chroot_scan INFO: /var/lib/mock/fedora-rawhide-x86_64-1692720738.205166/root/var/log/dnf.rpm.log /var/lib/mock/fedora-rawhide-x86_64-1692720738.205166/root/var/log/dnf.librepo.log /var/lib/mock/fedora-rawhide-x86_64-1692720738.205166/root/var/log/dnf.log Finish: buildsrpm INFO: Done(/var/lib/copr-rpmbuild/workspace/workdir-uqvi61y2/python-neurotune/python-neurotune.spec) Config(child) 0 minutes 47 seconds INFO: Results and/or logs in: /var/lib/copr-rpmbuild/results INFO: Cleaning up build root ('cleanup_on_success=True') Start: clean chroot INFO: unmounting tmpfs. Finish: clean chroot INFO: Start(/var/lib/copr-rpmbuild/results/python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm) Config(fedora-rawhide-x86_64) Start(bootstrap): chroot init INFO: mounting tmpfs at /var/lib/mock/fedora-rawhide-x86_64-bootstrap-1692720738.205166/root. INFO: reusing tmpfs at /var/lib/mock/fedora-rawhide-x86_64-bootstrap-1692720738.205166/root. INFO: calling preinit hooks INFO: enabled root cache INFO: enabled package manager cache Start(bootstrap): cleaning package manager metadata Finish(bootstrap): cleaning package manager metadata Finish(bootstrap): chroot init Start: chroot init INFO: mounting tmpfs at /var/lib/mock/fedora-rawhide-x86_64-1692720738.205166/root. INFO: calling preinit hooks INFO: enabled root cache Start: unpacking root cache Finish: unpacking root cache INFO: enabled package manager cache Start: cleaning package manager metadata Finish: cleaning package manager metadata INFO: enabled HW Info plugin Finish: chroot init Start: build phase for python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm Start: build setup for python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm Building target platforms: x86_64 Building for target x86_64 setting SOURCE_DATE_EPOCH=1689897600 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.src.rpm No matches found for the following disable plugin patterns: local, spacewalk, versionlock Copr repository 17 kB/s | 1.5 kB 00:00 Copr repository 18 MB/s | 2.7 MB 00:00 fedora 556 kB/s | 21 kB 00:00 Dependencies resolved. ================================================================================ Package Arch Version Repo Size ================================================================================ Installing: neuron-devel x86_64 8.2.2-6.fc39 fedora 176 k python3-devel x86_64 3.12.0~rc1-1.fc40 copr_base 273 k Installing dependencies: annobin-docs noarch 12.23-1.fc39 fedora 96 k annobin-plugin-gcc x86_64 12.23-1.fc39 fedora 960 k autoconf noarch 2.71-6.fc39 fedora 733 k automake noarch 1.16.5-13.fc39 fedora 697 k cmake-filesystem x86_64 3.27.3-1.fc40 fedora 18 k cpp x86_64 13.2.1-1.fc39 fedora 11 M emacs-filesystem noarch 1:29.1-1.fc39 fedora 8.4 k expat x86_64 2.5.0-3.fc39 fedora 110 k gc x86_64 8.2.2-4.fc39 fedora 110 k gcc x86_64 13.2.1-1.fc39 fedora 34 M gcc-c++ x86_64 13.2.1-1.fc39 fedora 13 M gcc-plugin-annobin x86_64 13.2.1-1.fc39 fedora 47 k glibc-devel x86_64 2.38-1.fc39 fedora 80 k glibc-headers-x86 noarch 2.38-1.fc39 fedora 565 k groff-base x86_64 1.23.0-2.fc39 fedora 1.1 M guile22 x86_64 2.2.7-9.fc39 fedora 6.5 M iv x86_64 0.1-0.7.20200818git14890c4.fc39 fedora 1.1 M iv-devel x86_64 0.1-0.7.20200818git14890c4.fc39 fedora 239 k kernel-headers x86_64 6.5.0-0.rc6.git0.1.fc40 fedora 1.5 M libICE x86_64 1.0.10-11.fc39 fedora 70 k libSM x86_64 1.2.3-13.fc39 fedora 41 k libX11 x86_64 1.8.6-2.fc39 fedora 649 k libX11-common noarch 1.8.6-2.fc39 fedora 175 k libX11-devel x86_64 1.8.6-2.fc39 fedora 1.0 M libX11-xcb x86_64 1.8.6-2.fc39 fedora 12 k libXau x86_64 1.0.11-3.fc39 fedora 31 k libXau-devel x86_64 1.0.11-3.fc39 fedora 14 k libXext x86_64 1.3.5-3.fc39 fedora 39 k libXext-devel x86_64 1.3.5-3.fc39 fedora 85 k libXt x86_64 1.2.1-5.fc39 fedora 178 k libb2 x86_64 0.98.1-9.fc39 fedora 25 k libmpc x86_64 1.3.1-3.fc39 fedora 70 k libstdc++-devel x86_64 13.2.1-1.fc39 fedora 2.6 M libtool x86_64 2.4.7-7.fc39 fedora 601 k libtool-ltdl x86_64 2.4.7-7.fc39 fedora 36 k libxcb x86_64 1.13.1-12.fc39 fedora 233 k libxcb-devel x86_64 1.13.1-12.fc39 fedora 1.4 M libxcrypt-devel x86_64 4.4.36-2.fc39 fedora 30 k m4 x86_64 1.4.19-6.fc39 fedora 303 k make x86_64 1:4.4.1-2.fc39 fedora 589 k mpdecimal x86_64 2.5.1-7.fc39 fedora 89 k ncurses x86_64 6.4-6.20230520.fc39 fedora 416 k ncurses-c++-libs x86_64 6.4-6.20230520.fc39 fedora 37 k ncurses-devel x86_64 6.4-6.20230520.fc39 fedora 546 k neuron x86_64 8.2.2-6.fc39 fedora 1.8 M perl-AutoLoader noarch 5.74-500.fc39 fedora 21 k perl-B x86_64 1.88-500.fc39 fedora 177 k perl-Carp noarch 1.54-500.fc39 fedora 29 k perl-Class-Struct noarch 0.68-500.fc39 fedora 22 k perl-Data-Dumper x86_64 2.188-501.fc39 fedora 56 k perl-Digest noarch 1.20-500.fc39 fedora 25 k perl-Digest-MD5 x86_64 2.58-500.fc39 fedora 35 k perl-DynaLoader x86_64 1.54-500.fc39 fedora 26 k perl-Encode x86_64 4:3.19-500.fc39 fedora 1.7 M perl-Errno x86_64 1.37-500.fc39 fedora 15 k perl-Exporter noarch 5.77-500.fc39 fedora 31 k perl-Fcntl x86_64 1.15-500.fc39 fedora 20 k perl-File-Basename noarch 2.86-500.fc39 fedora 17 k perl-File-Compare noarch 1.100.700-500.fc39 fedora 13 k perl-File-Copy noarch 2.41-500.fc39 fedora 20 k perl-File-Find noarch 1.43-500.fc39 fedora 25 k perl-File-Path noarch 2.18-500.fc39 fedora 35 k perl-File-Temp noarch 1:0.231.100-500.fc39 fedora 58 k perl-File-stat noarch 1.13-500.fc39 fedora 17 k perl-FileHandle noarch 2.05-500.fc39 fedora 16 k perl-Getopt-Long noarch 1:2.54-500.fc39 fedora 60 k perl-Getopt-Std noarch 1.13-500.fc39 fedora 16 k perl-HTTP-Tiny noarch 0.088-3.fc39 fedora 56 k perl-IO x86_64 1.52-500.fc39 fedora 82 k perl-IO-Socket-IP noarch 0.42-1.fc39 fedora 42 k perl-IO-Socket-SSL noarch 2.083-3.fc39 fedora 225 k perl-IPC-Open3 noarch 1.22-500.fc39 fedora 22 k perl-MIME-Base64 x86_64 3.16-500.fc39 fedora 29 k perl-Mozilla-CA noarch 20230801-1.fc39 fedora 13 k perl-Net-SSLeay x86_64 1.92-10.fc39 fedora 360 k perl-POSIX x86_64 2.13-500.fc39 fedora 97 k perl-PathTools x86_64 3.89-500.fc39 fedora 87 k perl-Pod-Escapes noarch 1:1.07-500.fc39 fedora 20 k perl-Pod-Perldoc noarch 3.28.01-501.fc39 fedora 86 k perl-Pod-Simple noarch 1:3.45-4.fc39 fedora 218 k perl-Pod-Usage noarch 4:2.03-500.fc39 fedora 39 k perl-Scalar-List-Utils x86_64 5:1.63-500.fc39 fedora 72 k perl-SelectSaver noarch 1.02-500.fc39 fedora 12 k perl-Socket x86_64 4:2.037-3.fc39 fedora 55 k perl-Storable x86_64 1:3.32-500.fc39 fedora 99 k perl-Symbol noarch 1.09-500.fc39 fedora 14 k perl-Term-ANSIColor noarch 5.01-501.fc39 fedora 47 k perl-Term-Cap noarch 1.18-500.fc39 fedora 22 k perl-Text-ParseWords noarch 3.31-500.fc39 fedora 16 k perl-Text-Tabs+Wrap noarch 2023.0511-3.fc39 fedora 22 k perl-Thread-Queue noarch 3.14-500.fc39 fedora 21 k perl-Time-Local noarch 2:1.350-3.fc39 fedora 34 k perl-URI noarch 5.19-2.fc39 fedora 120 k perl-base noarch 2.27-500.fc39 fedora 16 k perl-constant noarch 1.33-501.fc39 fedora 22 k perl-if noarch 0.61.000-500.fc39 fedora 14 k perl-interpreter x86_64 4:5.38.0-500.fc39 fedora 72 k perl-libnet noarch 3.15-501.fc39 fedora 129 k perl-libs x86_64 4:5.38.0-500.fc39 fedora 2.3 M perl-locale noarch 1.10-500.fc39 fedora 14 k perl-mro x86_64 1.28-500.fc39 fedora 29 k perl-overload noarch 1.37-500.fc39 fedora 46 k perl-overloading noarch 0.02-500.fc39 fedora 13 k perl-parent noarch 1:0.241-500.fc39 fedora 14 k perl-podlators noarch 1:5.01-500.fc39 fedora 125 k perl-threads x86_64 1:2.36-500.fc39 fedora 58 k perl-threads-shared x86_64 1.68-500.fc39 fedora 45 k perl-vars noarch 1.05-500.fc39 fedora 13 k pyproject-rpm-macros noarch 1.9.0-2.fc40 copr_base 42 k python-pip-wheel noarch 23.2.1-1.fc40 copr_base 1.5 M python-rpm-macros noarch 3.12-2.fc39 fedora 19 k python3 x86_64 3.12.0~rc1-1.fc40 copr_base 27 k python3-libs x86_64 3.12.0~rc1-1.fc40 copr_base 8.8 M python3-packaging noarch 23.1-5.fc40 fedora 115 k python3-rpm-generators noarch 14-7.fc39 fedora 30 k python3-rpm-macros noarch 3.12-2.fc39 fedora 14 k readline-devel x86_64 8.2-4.fc39 fedora 207 k xorg-x11-proto-devel noarch 2023.2-2.fc39 fedora 298 k Transaction Summary ================================================================================ Install 120 Packages Total size: 101 M Total download size: 89 M Installed size: 336 M Downloading Packages: [SKIPPED] pyproject-rpm-macros-1.9.0-2.fc40.noarch.rpm: Already downloaded [SKIPPED] python-pip-wheel-23.2.1-1.fc40.noarch.rpm: Already downloaded [SKIPPED] python3-3.12.0~rc1-1.fc40.x86_64.rpm: Already downloaded [SKIPPED] python3-devel-3.12.0~rc1-1.fc40.x86_64.rpm: Already downloaded [SKIPPED] python3-libs-3.12.0~rc1-1.fc40.x86_64.rpm: Already downloaded [SKIPPED] expat-2.5.0-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] libX11-1.8.6-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] libX11-common-1.8.6-2.fc39.noarch.rpm: Already downloaded [SKIPPED] libXau-1.0.11-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] libXext-1.3.5-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] libb2-0.98.1-9.fc39.x86_64.rpm: Already downloaded [SKIPPED] libxcb-1.13.1-12.fc39.x86_64.rpm: Already downloaded [SKIPPED] mpdecimal-2.5.1-7.fc39.x86_64.rpm: Already downloaded [SKIPPED] python-rpm-macros-3.12-2.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-packaging-23.1-5.fc40.noarch.rpm: Already downloaded [SKIPPED] python3-rpm-generators-14-7.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-rpm-macros-3.12-2.fc39.noarch.rpm: Already downloaded (18/120): annobin-docs-12.23-1.fc39.noarch.rpm 110 kB/s | 96 kB 00:00 (19/120): autoconf-2.71-6.fc39.noarch.rpm 617 kB/s | 733 kB 00:01 (20/120): annobin-plugin-gcc-12.23-1.fc39.x86_6 503 kB/s | 960 kB 00:01 (21/120): automake-1.16.5-13.fc39.noarch.rpm 350 kB/s | 697 kB 00:01 (22/120): cmake-filesystem-3.27.3-1.fc40.x86_64 9.4 kB/s | 18 kB 00:01 (23/120): emacs-filesystem-29.1-1.fc39.noarch.r 26 kB/s | 8.4 kB 00:00 (24/120): gc-8.2.2-4.fc39.x86_64.rpm 360 kB/s | 110 kB 00:00 (25/120): gcc-c++-13.2.1-1.fc39.x86_64.rpm 4.4 MB/s | 13 MB 00:02 (26/120): gcc-plugin-annobin-13.2.1-1.fc39.x86_ 1.8 MB/s | 47 kB 00:00 (27/120): glibc-devel-2.38-1.fc39.x86_64.rpm 430 kB/s | 80 kB 00:00 (28/120): glibc-headers-x86-2.38-1.fc39.noarch. 1.8 MB/s | 565 kB 00:00 (29/120): groff-base-1.23.0-2.fc39.x86_64.rpm 6.3 MB/s | 1.1 MB 00:00 (30/120): cpp-13.2.1-1.fc39.x86_64.rpm 1.0 MB/s | 11 MB 00:10 (31/120): guile22-2.2.7-9.fc39.x86_64.rpm 1.2 MB/s | 6.5 MB 00:05 (32/120): iv-devel-0.1-0.7.20200818git14890c4.f 106 kB/s | 239 kB 00:02 (33/120): kernel-headers-6.5.0-0.rc6.git0.1.fc4 1.4 MB/s | 1.5 MB 00:01 (34/120): libICE-1.0.10-11.fc39.x86_64.rpm 1.8 MB/s | 70 kB 00:00 (35/120): libSM-1.2.3-13.fc39.x86_64.rpm 1.1 MB/s | 41 kB 00:00 (36/120): iv-0.1-0.7.20200818git14890c4.fc39.x8 226 kB/s | 1.1 MB 00:04 (37/120): libX11-devel-1.8.6-2.fc39.x86_64.rpm 720 kB/s | 1.0 MB 00:01 (38/120): libX11-xcb-1.8.6-2.fc39.x86_64.rpm 21 kB/s | 12 kB 00:00 (39/120): libXau-devel-1.0.11-3.fc39.x86_64.rpm 14 kB/s | 14 kB 00:00 (40/120): libXt-1.2.1-5.fc39.x86_64.rpm 990 kB/s | 178 kB 00:00 (41/120): libXext-devel-1.3.5-3.fc39.x86_64.rpm 94 kB/s | 85 kB 00:00 (42/120): libmpc-1.3.1-3.fc39.x86_64.rpm 330 kB/s | 70 kB 00:00 (43/120): libtool-2.4.7-7.fc39.x86_64.rpm 894 kB/s | 601 kB 00:00 (44/120): libtool-ltdl-2.4.7-7.fc39.x86_64.rpm 393 kB/s | 36 kB 00:00 (45/120): libstdc++-devel-13.2.1-1.fc39.x86_64. 1.2 MB/s | 2.6 MB 00:02 (46/120): libxcrypt-devel-4.4.36-2.fc39.x86_64. 123 kB/s | 30 kB 00:00 (47/120): libxcb-devel-1.13.1-12.fc39.x86_64.rp 901 kB/s | 1.4 MB 00:01 (48/120): m4-1.4.19-6.fc39.x86_64.rpm 116 kB/s | 303 kB 00:02 (49/120): ncurses-6.4-6.20230520.fc39.x86_64.rp 4.5 MB/s | 416 kB 00:00 (50/120): ncurses-c++-libs-6.4-6.20230520.fc39. 257 kB/s | 37 kB 00:00 (51/120): ncurses-devel-6.4-6.20230520.fc39.x86 622 kB/s | 546 kB 00:00 (52/120): neuron-8.2.2-6.fc39.x86_64.rpm 2.1 MB/s | 1.8 MB 00:00 (53/120): neuron-devel-8.2.2-6.fc39.x86_64.rpm 191 kB/s | 176 kB 00:00 (54/120): perl-AutoLoader-5.74-500.fc39.noarch. 1.1 MB/s | 21 kB 00:00 (55/120): perl-B-1.88-500.fc39.x86_64.rpm 3.9 MB/s | 177 kB 00:00 (56/120): perl-Carp-1.54-500.fc39.noarch.rpm 1.5 MB/s | 29 kB 00:00 (57/120): perl-Class-Struct-0.68-500.fc39.noarc 1.1 MB/s | 22 kB 00:00 (58/120): perl-Data-Dumper-2.188-501.fc39.x86_6 2.5 MB/s | 56 kB 00:00 (59/120): perl-Digest-1.20-500.fc39.noarch.rpm 1.2 MB/s | 25 kB 00:00 (60/120): perl-Digest-MD5-2.58-500.fc39.x86_64. 1.8 MB/s | 35 kB 00:00 (61/120): perl-DynaLoader-1.54-500.fc39.x86_64. 1.3 MB/s | 26 kB 00:00 (62/120): perl-Encode-3.19-500.fc39.x86_64.rpm 4.5 MB/s | 1.7 MB 00:00 (63/120): perl-Errno-1.37-500.fc39.x86_64.rpm 759 kB/s | 15 kB 00:00 (64/120): perl-Exporter-5.77-500.fc39.noarch.rp 1.3 MB/s | 31 kB 00:00 (65/120): perl-Fcntl-1.15-500.fc39.x86_64.rpm 1.0 MB/s | 20 kB 00:00 (66/120): perl-File-Basename-2.86-500.fc39.noar 840 kB/s | 17 kB 00:00 (67/120): perl-File-Compare-1.100.700-500.fc39. 52 kB/s | 13 kB 00:00 (68/120): perl-File-Copy-2.41-500.fc39.noarch.r 118 kB/s | 20 kB 00:00 (69/120): perl-File-Find-1.43-500.fc39.noarch.r 1.1 MB/s | 25 kB 00:00 (70/120): perl-File-Path-2.18-500.fc39.noarch.r 1.4 MB/s | 35 kB 00:00 (71/120): perl-File-Temp-0.231.100-500.fc39.noa 1.9 MB/s | 58 kB 00:00 (72/120): perl-File-stat-1.13-500.fc39.noarch.r 887 kB/s | 17 kB 00:00 (73/120): perl-FileHandle-2.05-500.fc39.noarch. 792 kB/s | 16 kB 00:00 (74/120): perl-Getopt-Long-2.54-500.fc39.noarch 1.9 MB/s | 60 kB 00:00 (75/120): perl-Getopt-Std-1.13-500.fc39.noarch. 816 kB/s | 16 kB 00:00 (76/120): perl-HTTP-Tiny-0.088-3.fc39.noarch.rp 1.9 MB/s | 56 kB 00:00 (77/120): perl-IO-1.52-500.fc39.x86_64.rpm 2.1 MB/s | 82 kB 00:00 (78/120): perl-IO-Socket-IP-0.42-1.fc39.noarch. 1.6 MB/s | 42 kB 00:00 (79/120): perl-IO-Socket-SSL-2.083-3.fc39.noarc 2.6 MB/s | 225 kB 00:00 (80/120): perl-IPC-Open3-1.22-500.fc39.noarch.r 949 kB/s | 22 kB 00:00 (81/120): perl-MIME-Base64-3.16-500.fc39.x86_64 1.3 MB/s | 29 kB 00:00 (82/120): perl-Mozilla-CA-20230801-1.fc39.noarc 695 kB/s | 13 kB 00:00 (83/120): perl-Net-SSLeay-1.92-10.fc39.x86_64.r 3.8 MB/s | 360 kB 00:00 (84/120): perl-POSIX-2.13-500.fc39.x86_64.rpm 2.1 MB/s | 97 kB 00:00 (85/120): perl-PathTools-3.89-500.fc39.x86_64.r 1.9 MB/s | 87 kB 00:00 (86/120): perl-Pod-Escapes-1.07-500.fc39.noarch 966 kB/s | 20 kB 00:00 (87/120): perl-Pod-Perldoc-3.28.01-501.fc39.noa 2.6 MB/s | 86 kB 00:00 (88/120): perl-Pod-Simple-3.45-4.fc39.noarch.rp 3.3 MB/s | 218 kB 00:00 (89/120): perl-Pod-Usage-2.03-500.fc39.noarch.r 1.7 MB/s | 39 kB 00:00 (90/120): perl-Scalar-List-Utils-1.63-500.fc39. 2.3 MB/s | 72 kB 00:00 (91/120): perl-SelectSaver-1.02-500.fc39.noarch 667 kB/s | 12 kB 00:00 (92/120): perl-Socket-2.037-3.fc39.x86_64.rpm 2.0 MB/s | 55 kB 00:00 (93/120): perl-Storable-3.32-500.fc39.x86_64.rp 2.7 MB/s | 99 kB 00:00 (94/120): perl-Symbol-1.09-500.fc39.noarch.rpm 770 kB/s | 14 kB 00:00 (95/120): perl-Term-ANSIColor-5.01-501.fc39.noa 1.9 MB/s | 47 kB 00:00 (96/120): perl-Term-Cap-1.18-500.fc39.noarch.rp 1.0 MB/s | 22 kB 00:00 (97/120): perl-Text-ParseWords-3.31-500.fc39.no 857 kB/s | 16 kB 00:00 (98/120): perl-Text-Tabs+Wrap-2023.0511-3.fc39. 1.1 MB/s | 22 kB 00:00 (99/120): perl-Thread-Queue-3.14-500.fc39.noarc 51 kB/s | 21 kB 00:00 (100/120): perl-Time-Local-1.350-3.fc39.noarch. 1.1 MB/s | 34 kB 00:00 (101/120): perl-URI-5.19-2.fc39.noarch.rpm 1.2 MB/s | 120 kB 00:00 (102/120): perl-base-2.27-500.fc39.noarch.rpm 622 kB/s | 16 kB 00:00 (103/120): perl-constant-1.33-501.fc39.noarch.r 789 kB/s | 22 kB 00:00 (104/120): perl-if-0.61.000-500.fc39.noarch.rpm 608 kB/s | 14 kB 00:00 (105/120): perl-interpreter-5.38.0-500.fc39.x86 1.2 MB/s | 72 kB 00:00 (106/120): perl-libnet-3.15-501.fc39.noarch.rpm 992 kB/s | 129 kB 00:00 (107/120): perl-libs-5.38.0-500.fc39.x86_64.rpm 1.3 MB/s | 2.3 MB 00:01 (108/120): perl-locale-1.10-500.fc39.noarch.rpm 565 kB/s | 14 kB 00:00 (109/120): perl-mro-1.28-500.fc39.x86_64.rpm 1.2 MB/s | 29 kB 00:00 (110/120): perl-overload-1.37-500.fc39.noarch.r 1.8 MB/s | 46 kB 00:00 (111/120): perl-overloading-0.02-500.fc39.noarc 708 kB/s | 13 kB 00:00 (112/120): perl-parent-0.241-500.fc39.noarch.rp 756 kB/s | 14 kB 00:00 (113/120): perl-podlators-5.01-500.fc39.noarch. 3.0 MB/s | 125 kB 00:00 (114/120): perl-threads-2.36-500.fc39.x86_64.rp 336 kB/s | 58 kB 00:00 (115/120): perl-threads-shared-1.68-500.fc39.x8 208 kB/s | 45 kB 00:00 (116/120): perl-vars-1.05-500.fc39.noarch.rpm 709 kB/s | 13 kB 00:00 (117/120): readline-devel-8.2-4.fc39.x86_64.rpm 426 kB/s | 207 kB 00:00 (118/120): xorg-x11-proto-devel-2023.2-2.fc39.n 545 kB/s | 298 kB 00:00 (119/120): make-4.4.1-2.fc39.x86_64.rpm 40 kB/s | 589 kB 00:14 (120/120): gcc-13.2.1-1.fc39.x86_64.rpm 911 kB/s | 34 MB 00:38 -------------------------------------------------------------------------------- Total 2.1 MB/s | 89 MB 00:41 Running transaction check Transaction check succeeded. Running transaction test Transaction test succeeded. Running transaction Preparing : 1/1 Installing : xorg-x11-proto-devel-2023.2-2.fc39.noarch 1/120 Installing : python-rpm-macros-3.12-2.fc39.noarch 2/120 Installing : libmpc-1.3.1-3.fc39.x86_64 3/120 Installing : python3-rpm-macros-3.12-2.fc39.noarch 4/120 Installing : libXau-1.0.11-3.fc39.x86_64 5/120 Installing : libxcb-1.13.1-12.fc39.x86_64 6/120 Installing : libICE-1.0.10-11.fc39.x86_64 7/120 Installing : libSM-1.2.3-13.fc39.x86_64 8/120 Installing : libXau-devel-1.0.11-3.fc39.x86_64 9/120 Installing : libxcb-devel-1.13.1-12.fc39.x86_64 10/120 Installing : pyproject-rpm-macros-1.9.0-2.fc40.noarch 11/120 Installing : cpp-13.2.1-1.fc39.x86_64 12/120 Installing : ncurses-c++-libs-6.4-6.20230520.fc39.x86_64 13/120 Installing : ncurses-devel-6.4-6.20230520.fc39.x86_64 14/120 Installing : readline-devel-8.2-4.fc39.x86_64 15/120 Installing : ncurses-6.4-6.20230520.fc39.x86_64 16/120 Installing : mpdecimal-2.5.1-7.fc39.x86_64 17/120 Installing : m4-1.4.19-6.fc39.x86_64 18/120 Installing : libtool-ltdl-2.4.7-7.fc39.x86_64 19/120 Installing : libstdc++-devel-13.2.1-1.fc39.x86_64 20/120 Installing : libb2-0.98.1-9.fc39.x86_64 21/120 Installing : libX11-xcb-1.8.6-2.fc39.x86_64 22/120 Installing : libX11-common-1.8.6-2.fc39.noarch 23/120 Installing : libX11-1.8.6-2.fc39.x86_64 24/120 Installing : libX11-devel-1.8.6-2.fc39.x86_64 25/120 Installing : libXext-1.3.5-3.fc39.x86_64 26/120 Installing : libXext-devel-1.3.5-3.fc39.x86_64 27/120 Installing : libXt-1.2.1-5.fc39.x86_64 28/120 Installing : iv-0.1-0.7.20200818git14890c4.fc39.x86_64 29/120 Installing : kernel-headers-6.5.0-0.rc6.git0.1.fc40.x86_64 30/120 Running scriptlet: groff-base-1.23.0-2.fc39.x86_64 31/120 Installing : groff-base-1.23.0-2.fc39.x86_64 31/120 Running scriptlet: groff-base-1.23.0-2.fc39.x86_64 31/120 Installing : perl-Digest-1.20-500.fc39.noarch 32/120 Installing : perl-Digest-MD5-2.58-500.fc39.x86_64 33/120 Installing : perl-B-1.88-500.fc39.x86_64 34/120 Installing : perl-FileHandle-2.05-500.fc39.noarch 35/120 Installing : perl-Data-Dumper-2.188-501.fc39.x86_64 36/120 Installing : perl-libnet-3.15-501.fc39.noarch 37/120 Installing : perl-AutoLoader-5.74-500.fc39.noarch 38/120 Installing : perl-base-2.27-500.fc39.noarch 39/120 Installing : perl-URI-5.19-2.fc39.noarch 40/120 Installing : perl-Text-Tabs+Wrap-2023.0511-3.fc39.noarch 41/120 Installing : perl-Mozilla-CA-20230801-1.fc39.noarch 42/120 Installing : perl-if-0.61.000-500.fc39.noarch 43/120 Installing : perl-locale-1.10-500.fc39.noarch 44/120 Installing : perl-IO-Socket-IP-0.42-1.fc39.noarch 45/120 Installing : perl-Time-Local-2:1.350-3.fc39.noarch 46/120 Installing : perl-File-Path-2.18-500.fc39.noarch 47/120 Installing : perl-IO-Socket-SSL-2.083-3.fc39.noarch 48/120 Installing : perl-Net-SSLeay-1.92-10.fc39.x86_64 49/120 Installing : perl-Pod-Escapes-1:1.07-500.fc39.noarch 50/120 Installing : perl-Class-Struct-0.68-500.fc39.noarch 51/120 Installing : perl-Term-ANSIColor-5.01-501.fc39.noarch 52/120 Installing : 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111/120 Verifying : perl-threads-1:2.36-500.fc39.x86_64 112/120 Verifying : perl-threads-shared-1.68-500.fc39.x86_64 113/120 Verifying : perl-vars-1.05-500.fc39.noarch 114/120 Verifying : python-rpm-macros-3.12-2.fc39.noarch 115/120 Verifying : python3-packaging-23.1-5.fc40.noarch 116/120 Verifying : python3-rpm-generators-14-7.fc39.noarch 117/120 Verifying : python3-rpm-macros-3.12-2.fc39.noarch 118/120 Verifying : readline-devel-8.2-4.fc39.x86_64 119/120 Verifying : xorg-x11-proto-devel-2023.2-2.fc39.noarch 120/120 Installed: annobin-docs-12.23-1.fc39.noarch annobin-plugin-gcc-12.23-1.fc39.x86_64 autoconf-2.71-6.fc39.noarch automake-1.16.5-13.fc39.noarch cmake-filesystem-3.27.3-1.fc40.x86_64 cpp-13.2.1-1.fc39.x86_64 emacs-filesystem-1:29.1-1.fc39.noarch expat-2.5.0-3.fc39.x86_64 gc-8.2.2-4.fc39.x86_64 gcc-13.2.1-1.fc39.x86_64 gcc-c++-13.2.1-1.fc39.x86_64 gcc-plugin-annobin-13.2.1-1.fc39.x86_64 glibc-devel-2.38-1.fc39.x86_64 glibc-headers-x86-2.38-1.fc39.noarch groff-base-1.23.0-2.fc39.x86_64 guile22-2.2.7-9.fc39.x86_64 iv-0.1-0.7.20200818git14890c4.fc39.x86_64 iv-devel-0.1-0.7.20200818git14890c4.fc39.x86_64 kernel-headers-6.5.0-0.rc6.git0.1.fc40.x86_64 libICE-1.0.10-11.fc39.x86_64 libSM-1.2.3-13.fc39.x86_64 libX11-1.8.6-2.fc39.x86_64 libX11-common-1.8.6-2.fc39.noarch libX11-devel-1.8.6-2.fc39.x86_64 libX11-xcb-1.8.6-2.fc39.x86_64 libXau-1.0.11-3.fc39.x86_64 libXau-devel-1.0.11-3.fc39.x86_64 libXext-1.3.5-3.fc39.x86_64 libXext-devel-1.3.5-3.fc39.x86_64 libXt-1.2.1-5.fc39.x86_64 libb2-0.98.1-9.fc39.x86_64 libmpc-1.3.1-3.fc39.x86_64 libstdc++-devel-13.2.1-1.fc39.x86_64 libtool-2.4.7-7.fc39.x86_64 libtool-ltdl-2.4.7-7.fc39.x86_64 libxcb-1.13.1-12.fc39.x86_64 libxcb-devel-1.13.1-12.fc39.x86_64 libxcrypt-devel-4.4.36-2.fc39.x86_64 m4-1.4.19-6.fc39.x86_64 make-1:4.4.1-2.fc39.x86_64 mpdecimal-2.5.1-7.fc39.x86_64 ncurses-6.4-6.20230520.fc39.x86_64 ncurses-c++-libs-6.4-6.20230520.fc39.x86_64 ncurses-devel-6.4-6.20230520.fc39.x86_64 neuron-8.2.2-6.fc39.x86_64 neuron-devel-8.2.2-6.fc39.x86_64 perl-AutoLoader-5.74-500.fc39.noarch perl-B-1.88-500.fc39.x86_64 perl-Carp-1.54-500.fc39.noarch perl-Class-Struct-0.68-500.fc39.noarch perl-Data-Dumper-2.188-501.fc39.x86_64 perl-Digest-1.20-500.fc39.noarch perl-Digest-MD5-2.58-500.fc39.x86_64 perl-DynaLoader-1.54-500.fc39.x86_64 perl-Encode-4:3.19-500.fc39.x86_64 perl-Errno-1.37-500.fc39.x86_64 perl-Exporter-5.77-500.fc39.noarch perl-Fcntl-1.15-500.fc39.x86_64 perl-File-Basename-2.86-500.fc39.noarch perl-File-Compare-1.100.700-500.fc39.noarch perl-File-Copy-2.41-500.fc39.noarch perl-File-Find-1.43-500.fc39.noarch perl-File-Path-2.18-500.fc39.noarch perl-File-Temp-1:0.231.100-500.fc39.noarch perl-File-stat-1.13-500.fc39.noarch perl-FileHandle-2.05-500.fc39.noarch perl-Getopt-Long-1:2.54-500.fc39.noarch perl-Getopt-Std-1.13-500.fc39.noarch perl-HTTP-Tiny-0.088-3.fc39.noarch perl-IO-1.52-500.fc39.x86_64 perl-IO-Socket-IP-0.42-1.fc39.noarch perl-IO-Socket-SSL-2.083-3.fc39.noarch perl-IPC-Open3-1.22-500.fc39.noarch perl-MIME-Base64-3.16-500.fc39.x86_64 perl-Mozilla-CA-20230801-1.fc39.noarch perl-Net-SSLeay-1.92-10.fc39.x86_64 perl-POSIX-2.13-500.fc39.x86_64 perl-PathTools-3.89-500.fc39.x86_64 perl-Pod-Escapes-1:1.07-500.fc39.noarch perl-Pod-Perldoc-3.28.01-501.fc39.noarch perl-Pod-Simple-1:3.45-4.fc39.noarch perl-Pod-Usage-4:2.03-500.fc39.noarch perl-Scalar-List-Utils-5:1.63-500.fc39.x86_64 perl-SelectSaver-1.02-500.fc39.noarch perl-Socket-4:2.037-3.fc39.x86_64 perl-Storable-1:3.32-500.fc39.x86_64 perl-Symbol-1.09-500.fc39.noarch perl-Term-ANSIColor-5.01-501.fc39.noarch perl-Term-Cap-1.18-500.fc39.noarch perl-Text-ParseWords-3.31-500.fc39.noarch perl-Text-Tabs+Wrap-2023.0511-3.fc39.noarch perl-Thread-Queue-3.14-500.fc39.noarch perl-Time-Local-2:1.350-3.fc39.noarch perl-URI-5.19-2.fc39.noarch perl-base-2.27-500.fc39.noarch perl-constant-1.33-501.fc39.noarch perl-if-0.61.000-500.fc39.noarch perl-interpreter-4:5.38.0-500.fc39.x86_64 perl-libnet-3.15-501.fc39.noarch perl-libs-4:5.38.0-500.fc39.x86_64 perl-locale-1.10-500.fc39.noarch perl-mro-1.28-500.fc39.x86_64 perl-overload-1.37-500.fc39.noarch perl-overloading-0.02-500.fc39.noarch perl-parent-1:0.241-500.fc39.noarch perl-podlators-1:5.01-500.fc39.noarch perl-threads-1:2.36-500.fc39.x86_64 perl-threads-shared-1.68-500.fc39.x86_64 perl-vars-1.05-500.fc39.noarch pyproject-rpm-macros-1.9.0-2.fc40.noarch python-pip-wheel-23.2.1-1.fc40.noarch python-rpm-macros-3.12-2.fc39.noarch python3-3.12.0~rc1-1.fc40.x86_64 python3-devel-3.12.0~rc1-1.fc40.x86_64 python3-libs-3.12.0~rc1-1.fc40.x86_64 python3-packaging-23.1-5.fc40.noarch python3-rpm-generators-14-7.fc39.noarch python3-rpm-macros-3.12-2.fc39.noarch readline-devel-8.2-4.fc39.x86_64 xorg-x11-proto-devel-2023.2-2.fc39.noarch Complete! Finish: build setup for python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm Start: rpmbuild python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm Building target platforms: x86_64 Building for target x86_64 setting SOURCE_DATE_EPOCH=1689897600 Executing(%prep): /bin/sh -e /var/tmp/rpm-tmp.v4Y0Hz + umask 022 + cd /builddir/build/BUILD + cd /builddir/build/BUILD + rm -rf neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + /usr/lib/rpm/rpmuncompress -x /builddir/build/SOURCES/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz + STATUS=0 + '[' 0 -ne 0 ']' + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + rm -rf /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445-SPECPARTS + /usr/bin/mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445-SPECPARTS + /usr/bin/chmod -Rf a+rX,u+w,g-w,o-w . + sed -i 's|python|/usr/bin/python3|' test.sh + cp -rv examples/ examples-temp/ 'examples/' -> 'examples-temp/' 'examples/__init__.py' -> 'examples-temp/__init__.py' 'examples/example_1' -> 'examples-temp/example_1' 'examples/example_1/100pA_1.csv' -> 'examples-temp/example_1/100pA_1.csv' 'examples/example_1/100pA_1a.csv' -> 'examples-temp/example_1/100pA_1a.csv' 'examples/example_1/Kv_3_erisir_99.mod' -> 'examples-temp/example_1/Kv_3_erisir_99.mod' 'examples/example_1/__init__.py' -> 'examples-temp/example_1/__init__.py' 'examples/example_1/convert.py' -> 'examples-temp/example_1/convert.py' 'examples/example_1/data_analysis.py' -> 'examples-temp/example_1/data_analysis.py' 'examples/example_1/kv_1.mod' -> 'examples-temp/example_1/kv_1.mod' 'examples/example_1/na.mod' -> 'examples-temp/example_1/na.mod' 'examples/example_1/optimization.py' -> 'examples-temp/example_1/optimization.py' 'examples/example_2' -> 'examples-temp/example_2' 'examples/example_2/100pA_1.csv' -> 'examples-temp/example_2/100pA_1.csv' 'examples/example_2/Kv_3_erisir_99.mod' -> 'examples-temp/example_2/Kv_3_erisir_99.mod' 'examples/example_2/__init__.py' -> 'examples-temp/example_2/__init__.py' 'examples/example_2/analysis.py' -> 'examples-temp/example_2/analysis.py' 'examples/example_2/kv_1.mod' -> 'examples-temp/example_2/kv_1.mod' 'examples/example_2/na.mod' -> 'examples-temp/example_2/na.mod' 'examples/example_2/optimization.py' -> 'examples-temp/example_2/optimization.py' 'examples/example_2/surrogate_vs_candidates.png' -> 'examples-temp/example_2/surrogate_vs_candidates.png' 'examples/example_3' -> 'examples-temp/example_3' 'examples/example_3/README.md' -> 'examples-temp/example_3/README.md' 'examples/example_3/SineWaveController.py' -> 'examples-temp/example_3/SineWaveController.py' 'examples/example_3/SineWaveOptimizer.py' -> 'examples-temp/example_3/SineWaveOptimizer.py' 'examples/example_3/snap.jpg' -> 'examples-temp/example_3/snap.jpg' 'examples/example_4' -> 'examples-temp/example_4' 'examples/example_4/SineWavePointOptimizer.py' -> 'examples-temp/example_4/SineWavePointOptimizer.py' 'examples/example_5' -> 'examples-temp/example_5' 'examples/example_5/SineWaveNetworkController.py' -> 'examples-temp/example_5/SineWaveNetworkController.py' 'examples/example_5/SineWaveNetworkOptimizer.py' -> 'examples-temp/example_5/SineWaveNetworkOptimizer.py' 'examples/notebooks' -> 'examples-temp/notebooks' 'examples/notebooks/README.md' -> 'examples-temp/notebooks/README.md' + sed -i 's|examples|examples-temp|' test.sh + sed -i 's/.*pyelectro.*/pyelectro/' requirements-dev.txt + RPM_EC=0 ++ jobs -p + exit 0 Executing(%generate_buildrequires): /bin/sh -e /var/tmp/rpm-tmp.78vCQz + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + RUSTFLAGS='-Copt-level=3 -Cdebuginfo=2 -Ccodegen-units=1 -Cforce-frame-pointers=yes -Clink-arg=-Wl,-z,relro -Clink-arg=-Wl,-z,now -Clink-arg=-specs=/usr/lib/rpm/redhat/redhat-package-notes --cap-lints=warn' + export RUSTFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + echo pyproject-rpm-macros + echo python3-devel + echo 'python3dist(pip) >= 19' + echo 'python3dist(packaging)' + '[' -f pyproject.toml ']' + '[' -f setup.py ']' + echo 'python3dist(setuptools) >= 40.8' + echo 'python3dist(wheel)' + rm -rfv '*.dist-info/' + '[' -f /usr/bin/python3 ']' + mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + echo -n + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + RPM_TOXENV=py312 + HOSTNAME=rpmbuild + /usr/bin/python3 -Bs /usr/lib/rpm/redhat/pyproject_buildrequires.py --generate-extras --python3_pkgversion 3 --wheeldir /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir --output /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-buildrequires -r requirements-dev.txt Handling scipy from requirements file requirements-dev.txt Requirement not satisfied: scipy Handling inspyred from requirements file requirements-dev.txt Requirement not satisfied: inspyred Handling pyelectro from requirements file requirements-dev.txt Requirement not satisfied: pyelectro Handling NEURON from requirements file requirements-dev.txt Requirement not satisfied: NEURON Exiting dependency generation pass: all requirements files + cat /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-buildrequires + rm -rfv '*.dist-info/' + RPM_EC=0 ++ jobs -p + exit 0 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.buildreqs.nosrc.rpm INFO: Going to install missing dynamic buildrequires No matches found for the following disable plugin patterns: local, spacewalk, versionlock Copr repository 43 kB/s | 1.5 kB 00:00 Copr repository 20 MB/s | 2.7 MB 00:00 fedora 620 kB/s | 21 kB 00:00 Package neuron-devel-8.2.2-6.fc39.x86_64 is already installed. Package pyproject-rpm-macros-1.9.0-2.fc40.noarch is already installed. Package python3-devel-3.12.0~rc1-1.fc40.x86_64 is already installed. Package python3-devel-3.12.0~rc1-1.fc40.x86_64 is already installed. Package python3-packaging-23.1-5.fc40.noarch is already installed. Dependencies resolved. ========================================================================================== Package Arch Version Repo Size ========================================================================================== Installing: python3-inspyred noarch 1.0.1-13.20211124git5fa8224.fc39 fedora 167 k python3-neuron x86_64 8.2.2-6.fc39 fedora 827 k python3-pip noarch 23.2.1-1.fc40 copr_base 2.9 M python3-pyelectro noarch 0.2.5-3.fc39 fedora 47 k python3-scipy x86_64 1.11.1-1.fc39 fedora 16 M python3-setuptools noarch 67.7.2-5.fc39 fedora 1.5 M python3-wheel noarch 1:0.41.2-1.fc40 copr_base 148 k Installing dependencies: abattis-cantarell-vf-fonts noarch 0.301-10.fc39 fedora 121 k cairo x86_64 1.17.8-5.fc39 fedora 705 k default-fonts-core-sans noarch 4.0-8.fc40 fedora 32 k dejavu-sans-fonts noarch 2.37-20.fc38 fedora 1.3 M flexiblas x86_64 3.3.1-5.fc39 fedora 33 k flexiblas-netlib x86_64 3.3.1-5.fc39 fedora 3.1 M flexiblas-openblas-openmp x86_64 3.3.1-5.fc39 fedora 17 k fontconfig x86_64 2.14.2-5.fc40 fedora 297 k fonts-filesystem noarch 1:2.0.5-12.fc39 fedora 8.2 k freetype x86_64 2.13.1-2.fc39 fedora 414 k fribidi x86_64 1.0.13-2.fc39 fedora 91 k glib2 x86_64 2.77.2-1.fc40 fedora 2.8 M gnutls x86_64 3.8.0-7.fc39 fedora 1.1 M google-noto-fonts-common noarch 20230801-2.fc40 fedora 17 k google-noto-sans-vf-fonts noarch 20230801-2.fc40 fedora 583 k graphite2 x86_64 1.3.14-12.fc39 fedora 95 k harfbuzz x86_64 8.1.1-1.fc39 fedora 949 k jbigkit-libs x86_64 2.1-26.fc39 fedora 53 k lcms2 x86_64 2.15-2.fc39 fedora 177 k libXft x86_64 2.3.8-3.fc39 fedora 72 k libXrender x86_64 0.9.11-3.fc39 fedora 27 k libgfortran x86_64 13.2.1-1.fc39 fedora 903 k libimagequant x86_64 4.0.1-5.fc39 fedora 308 k libjpeg-turbo x86_64 2.1.4-3.fc39 fedora 183 k libpng x86_64 2:1.6.37-15.fc39 fedora 119 k libqhull_r x86_64 1:8.0.2-2.fc40 fedora 199 k libquadmath x86_64 13.2.1-1.fc39 fedora 194 k libraqm x86_64 0.8.0-5.fc39 fedora 20 k libtiff x86_64 4.4.0-7.fc39 fedora 197 k libwebp x86_64 1.3.1-2.fc39 fedora 284 k libxslt x86_64 1.1.38-3.fc39 fedora 187 k nettle x86_64 3.9.1-2.fc39 fedora 425 k openblas x86_64 0.3.21-6.fc39 fedora 35 k openblas-openmp x86_64 0.3.21-6.fc39 fedora 4.9 M openjpeg2 x86_64 2.5.0-4.fc39 fedora 178 k pixman x86_64 0.42.2-2.fc39 fedora 288 k python3-appdirs noarch 1.4.4-11.fc40 copr_base 23 k python3-brotli x86_64 1.0.9-13.fc39 fedora 320 k python3-cairo x86_64 1.24.0-2.fc39 fedora 125 k python3-charset-normalizer noarch 3.2.0-2.fc40 copr_base 97 k python3-click noarch 8.1.3-5.fc40 copr_base 224 k python3-contourpy x86_64 1.1.0-2.fc39 fedora 237 k python3-cycler noarch 0.11.0-9.fc40 copr_base 22 k python3-dateutil noarch 1:2.8.2-10.fc39 fedora 355 k python3-fonttools x86_64 4.42.1-1.fc40 fedora 2.8 M python3-fs noarch 2.4.16-5.fc39 fedora 302 k python3-idna noarch 3.4-5.fc40 fedora 109 k python3-kiwisolver x86_64 1.4.4-9.fc40 copr_base 67 k python3-lxml x86_64 4.9.3-2.fc40 copr_base 1.4 M python3-matplotlib x86_64 3.7.2-4.fc40 fedora 4.2 M python3-matplotlib-data noarch 3.7.2-4.fc40 fedora 538 k python3-matplotlib-data-fonts noarch 3.7.2-4.fc40 fedora 2.3 M python3-matplotlib-tk x86_64 3.7.2-4.fc40 fedora 47 k python3-numpy x86_64 1:1.24.4-2.fc39 fedora 7.8 M python3-numpy-f2py x86_64 1:1.24.4-2.fc39 fedora 478 k python3-olefile noarch 0.46-21.fc39 fedora 66 k python3-pillow x86_64 10.0.0-2.fc39 fedora 914 k python3-pillow-tk x86_64 10.0.0-2.fc39 fedora 29 k python3-pooch noarch 1.5.2-12.fc39 fedora 126 k python3-pyparsing noarch 3.0.9-11.fc39 fedora 254 k python3-pysocks noarch 1.7.1-20.fc39 fedora 39 k python3-requests noarch 2.28.2-6.fc40 fedora 151 k python3-six noarch 1.16.0-12.fc39 fedora 41 k python3-tkinter x86_64 3.12.0~rc1-1.fc40 copr_base 383 k python3-urllib3 noarch 1.26.16-2.fc39 fedora 253 k python3-urllib3+socks noarch 1.26.16-2.fc39 fedora 9.9 k tcl x86_64 1:8.6.12-6.fc40 fedora 1.1 M tk x86_64 1:8.6.12-5.fc39 fedora 1.6 M xml-common noarch 0.6.3-61.fc39 fedora 31 k Transaction Summary ========================================================================================== Install 76 Packages Total size: 68 M Total download size: 2.4 M Installed size: 292 M Downloading Packages: [SKIPPED] python3-appdirs-1.4.4-11.fc40.noarch.rpm: Already downloaded [SKIPPED] python3-charset-normalizer-3.2.0-2.fc40.noarch.rpm: Already downloaded [SKIPPED] python3-click-8.1.3-5.fc40.noarch.rpm: Already downloaded [SKIPPED] python3-cycler-0.11.0-9.fc40.noarch.rpm: Already downloaded [SKIPPED] python3-kiwisolver-1.4.4-9.fc40.x86_64.rpm: Already downloaded [SKIPPED] python3-pip-23.2.1-1.fc40.noarch.rpm: Already downloaded [SKIPPED] python3-tkinter-3.12.0~rc1-1.fc40.x86_64.rpm: Already downloaded [SKIPPED] python3-wheel-0.41.2-1.fc40.noarch.rpm: Already downloaded [SKIPPED] abattis-cantarell-vf-fonts-0.301-10.fc39.noarch.rpm: Already downloaded [SKIPPED] cairo-1.17.8-5.fc39.x86_64.rpm: Already downloaded [SKIPPED] default-fonts-core-sans-4.0-8.fc40.noarch.rpm: Already downloaded 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jbigkit-libs-2.1-26.fc39.x86_64.rpm: Already downloaded [SKIPPED] lcms2-2.15-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] libXft-2.3.8-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] libXrender-0.9.11-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] libgfortran-13.2.1-1.fc39.x86_64.rpm: Already downloaded [SKIPPED] libimagequant-4.0.1-5.fc39.x86_64.rpm: Already downloaded [SKIPPED] libjpeg-turbo-2.1.4-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] libpng-1.6.37-15.fc39.x86_64.rpm: Already downloaded [SKIPPED] libqhull_r-8.0.2-2.fc40.x86_64.rpm: Already downloaded [SKIPPED] libquadmath-13.2.1-1.fc39.x86_64.rpm: Already downloaded [SKIPPED] libraqm-0.8.0-5.fc39.x86_64.rpm: Already downloaded [SKIPPED] libtiff-4.4.0-7.fc39.x86_64.rpm: Already downloaded [SKIPPED] libwebp-1.3.1-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] libxslt-1.1.38-3.fc39.x86_64.rpm: Already downloaded [SKIPPED] nettle-3.9.1-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] openblas-0.3.21-6.fc39.x86_64.rpm: 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Already downloaded [SKIPPED] python3-numpy-1.24.4-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] python3-numpy-f2py-1.24.4-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] python3-olefile-0.46-21.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-pillow-10.0.0-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] python3-pillow-tk-10.0.0-2.fc39.x86_64.rpm: Already downloaded [SKIPPED] python3-pooch-1.5.2-12.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-pyparsing-3.0.9-11.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-pysocks-1.7.1-20.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-requests-2.28.2-6.fc40.noarch.rpm: Already downloaded [SKIPPED] python3-scipy-1.11.1-1.fc39.x86_64.rpm: Already downloaded [SKIPPED] python3-setuptools-67.7.2-5.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-six-1.16.0-12.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-urllib3+socks-1.26.16-2.fc39.noarch.rpm: Already downloaded [SKIPPED] python3-urllib3-1.26.16-2.fc39.noarch.rpm: Already downloaded [SKIPPED] tcl-8.6.12-6.fc40.x86_64.rpm: Already downloaded [SKIPPED] tk-8.6.12-5.fc39.x86_64.rpm: Already downloaded [SKIPPED] xml-common-0.6.3-61.fc39.noarch.rpm: Already downloaded (73/76): python3-lxml-4.9.3-2.fc40.x86_64.rpm 18 MB/s | 1.4 MB 00:00 (74/76): python3-inspyred-1.0.1-13.20211124git5 544 kB/s | 167 kB 00:00 (75/76): python3-pyelectro-0.2.5-3.fc39.noarch. 207 kB/s | 47 kB 00:00 (76/76): python3-neuron-8.2.2-6.fc39.x86_64.rpm 1.9 MB/s | 827 kB 00:00 -------------------------------------------------------------------------------- Total 4.6 MB/s | 2.4 MB 00:00 Running transaction check Transaction check succeeded. Running transaction test Transaction test succeeded. Running transaction Preparing : 1/1 Installing : fonts-filesystem-1:2.0.5-12.fc39.noarch 1/76 Installing : python3-six-1.16.0-12.fc39.noarch 2/76 Installing : libgfortran-13.2.1-1.fc39.x86_64 3/76 Installing : python3-matplotlib-data-fonts-3.7.2-4.fc40.noarch 4/76 Installing : python3-matplotlib-data-3.7.2-4.fc40.noarch 5/76 Installing : tcl-1:8.6.12-6.fc40.x86_64 6/76 Installing : python3-setuptools-67.7.2-5.fc39.noarch 7/76 Installing : python3-idna-3.4-5.fc40.noarch 8/76 Installing : libwebp-1.3.1-2.fc39.x86_64 9/76 Installing : libpng-2:1.6.37-15.fc39.x86_64 10/76 Installing : libjpeg-turbo-2.1.4-3.fc39.x86_64 11/76 Installing : libXrender-0.9.11-3.fc39.x86_64 12/76 Installing : python3-appdirs-1.4.4-11.fc40.noarch 13/76 Installing : python3-fs-2.4.16-5.fc39.noarch 14/76 Installing : python3-dateutil-1:2.8.2-10.fc39.noarch 15/76 Installing : abattis-cantarell-vf-fonts-0.301-10.fc39.noarch 16/76 Installing : dejavu-sans-fonts-2.37-20.fc38.noarch 17/76 Running scriptlet: xml-common-0.6.3-61.fc39.noarch 18/76 Installing : xml-common-0.6.3-61.fc39.noarch 18/76 Installing : python3-pysocks-1.7.1-20.fc39.noarch 19/76 Installing : python3-urllib3+socks-1.26.16-2.fc39.noarch 20/76 Installing : python3-urllib3-1.26.16-2.fc39.noarch 21/76 Installing : python3-pyparsing-3.0.9-11.fc39.noarch 22/76 Installing : python3-olefile-0.46-21.fc39.noarch 23/76 Installing : python3-brotli-1.0.9-13.fc39.x86_64 24/76 Installing : pixman-0.42.2-2.fc39.x86_64 25/76 Installing : openjpeg2-2.5.0-4.fc39.x86_64 26/76 Installing : openblas-0.3.21-6.fc39.x86_64 27/76 Installing : openblas-openmp-0.3.21-6.fc39.x86_64 28/76 Installing : nettle-3.9.1-2.fc39.x86_64 29/76 Installing : gnutls-3.8.0-7.fc39.x86_64 30/76 Installing : glib2-2.77.2-1.fc40.x86_64 31/76 Installing : libxslt-1.1.38-3.fc39.x86_64 32/76 Installing : python3-lxml-4.9.3-2.fc40.x86_64 33/76 Installing : libquadmath-13.2.1-1.fc39.x86_64 34/76 Installing : flexiblas-netlib-3.3.1-5.fc39.x86_64 35/76 Installing : 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fontconfig-2.14.2-5.fc40.x86_64 53/76 Installing : libXft-2.3.8-3.fc39.x86_64 54/76 Running scriptlet: tk-1:8.6.12-5.fc39.x86_64 55/76 Installing : tk-1:8.6.12-5.fc39.x86_64 55/76 Installing : python3-tkinter-3.12.0~rc1-1.fc40.x86_64 56/76 Installing : python3-cairo-1.24.0-2.fc39.x86_64 57/76 Installing : fribidi-1.0.13-2.fc39.x86_64 58/76 Installing : libraqm-0.8.0-5.fc39.x86_64 59/76 Installing : python3-pillow-10.0.0-2.fc39.x86_64 60/76 Installing : python3-pillow-tk-10.0.0-2.fc39.x86_64 61/76 Installing : python3-kiwisolver-1.4.4-9.fc40.x86_64 62/76 Installing : python3-cycler-0.11.0-9.fc40.noarch 63/76 Installing : python3-click-8.1.3-5.fc40.noarch 64/76 Installing : python3-charset-normalizer-3.2.0-2.fc40.noarch 65/76 Installing : python3-requests-2.28.2-6.fc40.noarch 66/76 Installing : python3-pooch-1.5.2-12.fc39.noarch 67/76 Installing : python3-scipy-1.11.1-1.fc39.x86_64 68/76 Installing : python3-fonttools-4.42.1-1.fc40.x86_64 69/76 Installing : python3-matplotlib-tk-3.7.2-4.fc40.x86_64 70/76 Installing : python3-matplotlib-3.7.2-4.fc40.x86_64 71/76 Installing : python3-pyelectro-0.2.5-3.fc39.noarch 72/76 Installing : python3-inspyred-1.0.1-13.20211124git5fa8224.fc39. 73/76 Installing : python3-pip-23.2.1-1.fc40.noarch 74/76 Installing : python3-neuron-8.2.2-6.fc39.x86_64 75/76 Installing : python3-wheel-1:0.41.2-1.fc40.noarch 76/76 Running scriptlet: fontconfig-2.14.2-5.fc40.x86_64 76/76 Running scriptlet: python3-wheel-1:0.41.2-1.fc40.noarch 76/76 Verifying : python3-appdirs-1.4.4-11.fc40.noarch 1/76 Verifying : python3-charset-normalizer-3.2.0-2.fc40.noarch 2/76 Verifying : python3-click-8.1.3-5.fc40.noarch 3/76 Verifying : python3-cycler-0.11.0-9.fc40.noarch 4/76 Verifying : python3-kiwisolver-1.4.4-9.fc40.x86_64 5/76 Verifying : python3-lxml-4.9.3-2.fc40.x86_64 6/76 Verifying : python3-pip-23.2.1-1.fc40.noarch 7/76 Verifying : python3-tkinter-3.12.0~rc1-1.fc40.x86_64 8/76 Verifying : python3-wheel-1:0.41.2-1.fc40.noarch 9/76 Verifying : abattis-cantarell-vf-fonts-0.301-10.fc39.noarch 10/76 Verifying : cairo-1.17.8-5.fc39.x86_64 11/76 Verifying : default-fonts-core-sans-4.0-8.fc40.noarch 12/76 Verifying : dejavu-sans-fonts-2.37-20.fc38.noarch 13/76 Verifying : flexiblas-3.3.1-5.fc39.x86_64 14/76 Verifying : flexiblas-netlib-3.3.1-5.fc39.x86_64 15/76 Verifying : flexiblas-openblas-openmp-3.3.1-5.fc39.x86_64 16/76 Verifying : fontconfig-2.14.2-5.fc40.x86_64 17/76 Verifying : fonts-filesystem-1:2.0.5-12.fc39.noarch 18/76 Verifying : freetype-2.13.1-2.fc39.x86_64 19/76 Verifying : fribidi-1.0.13-2.fc39.x86_64 20/76 Verifying : glib2-2.77.2-1.fc40.x86_64 21/76 Verifying : gnutls-3.8.0-7.fc39.x86_64 22/76 Verifying : google-noto-fonts-common-20230801-2.fc40.noarch 23/76 Verifying : google-noto-sans-vf-fonts-20230801-2.fc40.noarch 24/76 Verifying : graphite2-1.3.14-12.fc39.x86_64 25/76 Verifying : harfbuzz-8.1.1-1.fc39.x86_64 26/76 Verifying : jbigkit-libs-2.1-26.fc39.x86_64 27/76 Verifying : lcms2-2.15-2.fc39.x86_64 28/76 Verifying : libXft-2.3.8-3.fc39.x86_64 29/76 Verifying : libXrender-0.9.11-3.fc39.x86_64 30/76 Verifying : libgfortran-13.2.1-1.fc39.x86_64 31/76 Verifying : libimagequant-4.0.1-5.fc39.x86_64 32/76 Verifying : libjpeg-turbo-2.1.4-3.fc39.x86_64 33/76 Verifying : libpng-2:1.6.37-15.fc39.x86_64 34/76 Verifying : libqhull_r-1:8.0.2-2.fc40.x86_64 35/76 Verifying : libquadmath-13.2.1-1.fc39.x86_64 36/76 Verifying : libraqm-0.8.0-5.fc39.x86_64 37/76 Verifying : libtiff-4.4.0-7.fc39.x86_64 38/76 Verifying : libwebp-1.3.1-2.fc39.x86_64 39/76 Verifying : libxslt-1.1.38-3.fc39.x86_64 40/76 Verifying : nettle-3.9.1-2.fc39.x86_64 41/76 Verifying : openblas-0.3.21-6.fc39.x86_64 42/76 Verifying : openblas-openmp-0.3.21-6.fc39.x86_64 43/76 Verifying : openjpeg2-2.5.0-4.fc39.x86_64 44/76 Verifying : pixman-0.42.2-2.fc39.x86_64 45/76 Verifying : python3-brotli-1.0.9-13.fc39.x86_64 46/76 Verifying : python3-cairo-1.24.0-2.fc39.x86_64 47/76 Verifying : python3-contourpy-1.1.0-2.fc39.x86_64 48/76 Verifying : python3-dateutil-1:2.8.2-10.fc39.noarch 49/76 Verifying : python3-fonttools-4.42.1-1.fc40.x86_64 50/76 Verifying : python3-fs-2.4.16-5.fc39.noarch 51/76 Verifying : python3-idna-3.4-5.fc40.noarch 52/76 Verifying : python3-inspyred-1.0.1-13.20211124git5fa8224.fc39. 53/76 Verifying : python3-matplotlib-3.7.2-4.fc40.x86_64 54/76 Verifying : python3-matplotlib-data-3.7.2-4.fc40.noarch 55/76 Verifying : python3-matplotlib-data-fonts-3.7.2-4.fc40.noarch 56/76 Verifying : python3-matplotlib-tk-3.7.2-4.fc40.x86_64 57/76 Verifying : python3-neuron-8.2.2-6.fc39.x86_64 58/76 Verifying : python3-numpy-1:1.24.4-2.fc39.x86_64 59/76 Verifying : python3-numpy-f2py-1:1.24.4-2.fc39.x86_64 60/76 Verifying : python3-olefile-0.46-21.fc39.noarch 61/76 Verifying : python3-pillow-10.0.0-2.fc39.x86_64 62/76 Verifying : python3-pillow-tk-10.0.0-2.fc39.x86_64 63/76 Verifying : python3-pooch-1.5.2-12.fc39.noarch 64/76 Verifying : python3-pyelectro-0.2.5-3.fc39.noarch 65/76 Verifying : python3-pyparsing-3.0.9-11.fc39.noarch 66/76 Verifying : python3-pysocks-1.7.1-20.fc39.noarch 67/76 Verifying : python3-requests-2.28.2-6.fc40.noarch 68/76 Verifying : python3-scipy-1.11.1-1.fc39.x86_64 69/76 Verifying : python3-setuptools-67.7.2-5.fc39.noarch 70/76 Verifying : python3-six-1.16.0-12.fc39.noarch 71/76 Verifying : python3-urllib3+socks-1.26.16-2.fc39.noarch 72/76 Verifying : python3-urllib3-1.26.16-2.fc39.noarch 73/76 Verifying : tcl-1:8.6.12-6.fc40.x86_64 74/76 Verifying : tk-1:8.6.12-5.fc39.x86_64 75/76 Verifying : xml-common-0.6.3-61.fc39.noarch 76/76 Installed: abattis-cantarell-vf-fonts-0.301-10.fc39.noarch cairo-1.17.8-5.fc39.x86_64 default-fonts-core-sans-4.0-8.fc40.noarch dejavu-sans-fonts-2.37-20.fc38.noarch flexiblas-3.3.1-5.fc39.x86_64 flexiblas-netlib-3.3.1-5.fc39.x86_64 flexiblas-openblas-openmp-3.3.1-5.fc39.x86_64 fontconfig-2.14.2-5.fc40.x86_64 fonts-filesystem-1:2.0.5-12.fc39.noarch freetype-2.13.1-2.fc39.x86_64 fribidi-1.0.13-2.fc39.x86_64 glib2-2.77.2-1.fc40.x86_64 gnutls-3.8.0-7.fc39.x86_64 google-noto-fonts-common-20230801-2.fc40.noarch google-noto-sans-vf-fonts-20230801-2.fc40.noarch graphite2-1.3.14-12.fc39.x86_64 harfbuzz-8.1.1-1.fc39.x86_64 jbigkit-libs-2.1-26.fc39.x86_64 lcms2-2.15-2.fc39.x86_64 libXft-2.3.8-3.fc39.x86_64 libXrender-0.9.11-3.fc39.x86_64 libgfortran-13.2.1-1.fc39.x86_64 libimagequant-4.0.1-5.fc39.x86_64 libjpeg-turbo-2.1.4-3.fc39.x86_64 libpng-2:1.6.37-15.fc39.x86_64 libqhull_r-1:8.0.2-2.fc40.x86_64 libquadmath-13.2.1-1.fc39.x86_64 libraqm-0.8.0-5.fc39.x86_64 libtiff-4.4.0-7.fc39.x86_64 libwebp-1.3.1-2.fc39.x86_64 libxslt-1.1.38-3.fc39.x86_64 nettle-3.9.1-2.fc39.x86_64 openblas-0.3.21-6.fc39.x86_64 openblas-openmp-0.3.21-6.fc39.x86_64 openjpeg2-2.5.0-4.fc39.x86_64 pixman-0.42.2-2.fc39.x86_64 python3-appdirs-1.4.4-11.fc40.noarch python3-brotli-1.0.9-13.fc39.x86_64 python3-cairo-1.24.0-2.fc39.x86_64 python3-charset-normalizer-3.2.0-2.fc40.noarch python3-click-8.1.3-5.fc40.noarch python3-contourpy-1.1.0-2.fc39.x86_64 python3-cycler-0.11.0-9.fc40.noarch python3-dateutil-1:2.8.2-10.fc39.noarch python3-fonttools-4.42.1-1.fc40.x86_64 python3-fs-2.4.16-5.fc39.noarch python3-idna-3.4-5.fc40.noarch python3-inspyred-1.0.1-13.20211124git5fa8224.fc39.noarch python3-kiwisolver-1.4.4-9.fc40.x86_64 python3-lxml-4.9.3-2.fc40.x86_64 python3-matplotlib-3.7.2-4.fc40.x86_64 python3-matplotlib-data-3.7.2-4.fc40.noarch python3-matplotlib-data-fonts-3.7.2-4.fc40.noarch python3-matplotlib-tk-3.7.2-4.fc40.x86_64 python3-neuron-8.2.2-6.fc39.x86_64 python3-numpy-1:1.24.4-2.fc39.x86_64 python3-numpy-f2py-1:1.24.4-2.fc39.x86_64 python3-olefile-0.46-21.fc39.noarch python3-pillow-10.0.0-2.fc39.x86_64 python3-pillow-tk-10.0.0-2.fc39.x86_64 python3-pip-23.2.1-1.fc40.noarch python3-pooch-1.5.2-12.fc39.noarch python3-pyelectro-0.2.5-3.fc39.noarch python3-pyparsing-3.0.9-11.fc39.noarch python3-pysocks-1.7.1-20.fc39.noarch python3-requests-2.28.2-6.fc40.noarch python3-scipy-1.11.1-1.fc39.x86_64 python3-setuptools-67.7.2-5.fc39.noarch python3-six-1.16.0-12.fc39.noarch python3-tkinter-3.12.0~rc1-1.fc40.x86_64 python3-urllib3-1.26.16-2.fc39.noarch python3-urllib3+socks-1.26.16-2.fc39.noarch python3-wheel-1:0.41.2-1.fc40.noarch tcl-1:8.6.12-6.fc40.x86_64 tk-1:8.6.12-5.fc39.x86_64 xml-common-0.6.3-61.fc39.noarch Complete! Building target platforms: x86_64 Building for target x86_64 setting SOURCE_DATE_EPOCH=1689897600 Executing(%prep): /bin/sh -e /var/tmp/rpm-tmp.AtxWya + umask 022 + cd /builddir/build/BUILD + cd /builddir/build/BUILD + rm -rf neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + /usr/lib/rpm/rpmuncompress -x /builddir/build/SOURCES/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz + STATUS=0 + '[' 0 -ne 0 ']' + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + rm -rf /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445-SPECPARTS + /usr/bin/mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445-SPECPARTS + /usr/bin/chmod -Rf a+rX,u+w,g-w,o-w . + sed -i 's|python|/usr/bin/python3|' test.sh + cp -rv examples/ examples-temp/ 'examples/' -> 'examples-temp/' 'examples/__init__.py' -> 'examples-temp/__init__.py' 'examples/example_1' -> 'examples-temp/example_1' 'examples/example_1/100pA_1.csv' -> 'examples-temp/example_1/100pA_1.csv' 'examples/example_1/100pA_1a.csv' -> 'examples-temp/example_1/100pA_1a.csv' 'examples/example_1/Kv_3_erisir_99.mod' -> 'examples-temp/example_1/Kv_3_erisir_99.mod' 'examples/example_1/__init__.py' -> 'examples-temp/example_1/__init__.py' 'examples/example_1/convert.py' -> 'examples-temp/example_1/convert.py' 'examples/example_1/data_analysis.py' -> 'examples-temp/example_1/data_analysis.py' 'examples/example_1/kv_1.mod' -> 'examples-temp/example_1/kv_1.mod' 'examples/example_1/na.mod' -> 'examples-temp/example_1/na.mod' 'examples/example_1/optimization.py' -> 'examples-temp/example_1/optimization.py' 'examples/example_2' -> 'examples-temp/example_2' 'examples/example_2/100pA_1.csv' -> 'examples-temp/example_2/100pA_1.csv' 'examples/example_2/Kv_3_erisir_99.mod' -> 'examples-temp/example_2/Kv_3_erisir_99.mod' 'examples/example_2/__init__.py' -> 'examples-temp/example_2/__init__.py' 'examples/example_2/analysis.py' -> 'examples-temp/example_2/analysis.py' 'examples/example_2/kv_1.mod' -> 'examples-temp/example_2/kv_1.mod' 'examples/example_2/na.mod' -> 'examples-temp/example_2/na.mod' 'examples/example_2/optimization.py' -> 'examples-temp/example_2/optimization.py' 'examples/example_2/surrogate_vs_candidates.png' -> 'examples-temp/example_2/surrogate_vs_candidates.png' 'examples/example_3' -> 'examples-temp/example_3' 'examples/example_3/README.md' -> 'examples-temp/example_3/README.md' 'examples/example_3/SineWaveController.py' -> 'examples-temp/example_3/SineWaveController.py' 'examples/example_3/SineWaveOptimizer.py' -> 'examples-temp/example_3/SineWaveOptimizer.py' 'examples/example_3/snap.jpg' -> 'examples-temp/example_3/snap.jpg' 'examples/example_4' -> 'examples-temp/example_4' 'examples/example_4/SineWavePointOptimizer.py' -> 'examples-temp/example_4/SineWavePointOptimizer.py' 'examples/example_5' -> 'examples-temp/example_5' 'examples/example_5/SineWaveNetworkController.py' -> 'examples-temp/example_5/SineWaveNetworkController.py' 'examples/example_5/SineWaveNetworkOptimizer.py' -> 'examples-temp/example_5/SineWaveNetworkOptimizer.py' 'examples/notebooks' -> 'examples-temp/notebooks' 'examples/notebooks/README.md' -> 'examples-temp/notebooks/README.md' + sed -i 's|examples|examples-temp|' test.sh + sed -i 's/.*pyelectro.*/pyelectro/' requirements-dev.txt + RPM_EC=0 ++ jobs -p + exit 0 Executing(%generate_buildrequires): /bin/sh -e /var/tmp/rpm-tmp.S6iAHw + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + RUSTFLAGS='-Copt-level=3 -Cdebuginfo=2 -Ccodegen-units=1 -Cforce-frame-pointers=yes -Clink-arg=-Wl,-z,relro -Clink-arg=-Wl,-z,now -Clink-arg=-specs=/usr/lib/rpm/redhat/redhat-package-notes --cap-lints=warn' + export RUSTFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + echo pyproject-rpm-macros + echo python3-devel + echo 'python3dist(pip) >= 19' + echo 'python3dist(packaging)' + '[' -f pyproject.toml ']' + '[' -f setup.py ']' + echo 'python3dist(setuptools) >= 40.8' + echo 'python3dist(wheel)' + rm -rfv '*.dist-info/' + '[' -f /usr/bin/python3 ']' + mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + echo -n + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + RPM_TOXENV=py312 + HOSTNAME=rpmbuild + /usr/bin/python3 -Bs /usr/lib/rpm/redhat/pyproject_buildrequires.py --generate-extras --python3_pkgversion 3 --wheeldir /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir --output /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-buildrequires -r requirements-dev.txt Handling scipy from requirements file requirements-dev.txt Requirement satisfied: scipy (installed: scipy 1.11.1) Handling inspyred from requirements file requirements-dev.txt Requirement satisfied: inspyred (installed: inspyred 1.0.1) Handling pyelectro from requirements file requirements-dev.txt Requirement satisfied: pyelectro (installed: pyelectro 0.2.5) Handling NEURON from requirements file requirements-dev.txt Requirement satisfied: NEURON (installed: NEURON 8.2.2) Handling setuptools >= 40.8 from default build backend Requirement satisfied: setuptools >= 40.8 (installed: setuptools 67.7.2) Handling wheel from default build backend Requirement satisfied: wheel (installed: wheel 0.41.2) Handling wheel from get_requires_for_build_wheel Requirement satisfied: wheel (installed: wheel 0.41.2) + cat /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-buildrequires + rm -rfv neurotune-0.2.3.dist-info/ removed 'neurotune-0.2.3.dist-info/AUTHORS' removed 'neurotune-0.2.3.dist-info/LICENSE' removed 'neurotune-0.2.3.dist-info/METADATA' removed 'neurotune-0.2.3.dist-info/top_level.txt' removed directory 'neurotune-0.2.3.dist-info/' + RPM_EC=0 ++ jobs -p + exit 0 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.buildreqs.nosrc.rpm INFO: Going to install missing dynamic buildrequires No matches found for the following disable plugin patterns: local, spacewalk, versionlock Copr repository 37 kB/s | 1.5 kB 00:00 Copr repository 15 MB/s | 2.7 MB 00:00 fedora 679 kB/s | 21 kB 00:00 Package neuron-devel-8.2.2-6.fc39.x86_64 is already installed. Package pyproject-rpm-macros-1.9.0-2.fc40.noarch is already installed. Package python3-devel-3.12.0~rc1-1.fc40.x86_64 is already installed. Package python3-devel-3.12.0~rc1-1.fc40.x86_64 is already installed. Package python3-inspyred-1.0.1-13.20211124git5fa8224.fc39.noarch is already installed. Package python3-neuron-8.2.2-6.fc39.x86_64 is already installed. Package python3-packaging-23.1-5.fc40.noarch is already installed. Package python3-pip-23.2.1-1.fc40.noarch is already installed. Package python3-pyelectro-0.2.5-3.fc39.noarch is already installed. Package python3-scipy-1.11.1-1.fc39.x86_64 is already installed. Package python3-setuptools-67.7.2-5.fc39.noarch is already installed. Package python3-wheel-1:0.41.2-1.fc40.noarch is already installed. Dependencies resolved. Nothing to do. Complete! Building target platforms: x86_64 Building for target x86_64 setting SOURCE_DATE_EPOCH=1689897600 Executing(%generate_buildrequires): /bin/sh -e /var/tmp/rpm-tmp.YZUFWm + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + RUSTFLAGS='-Copt-level=3 -Cdebuginfo=2 -Ccodegen-units=1 -Cforce-frame-pointers=yes -Clink-arg=-Wl,-z,relro -Clink-arg=-Wl,-z,now -Clink-arg=-specs=/usr/lib/rpm/redhat/redhat-package-notes --cap-lints=warn' + export RUSTFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + echo pyproject-rpm-macros + echo python3-devel + echo 'python3dist(pip) >= 19' + echo 'python3dist(packaging)' + '[' -f pyproject.toml ']' + '[' -f setup.py ']' + echo 'python3dist(setuptools) >= 40.8' + echo 'python3dist(wheel)' + rm -rfv '*.dist-info/' + '[' -f /usr/bin/python3 ']' + mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + echo -n + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + RPM_TOXENV=py312 + HOSTNAME=rpmbuild + /usr/bin/python3 -Bs /usr/lib/rpm/redhat/pyproject_buildrequires.py --generate-extras --python3_pkgversion 3 --wheeldir /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir --output /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-buildrequires -r requirements-dev.txt Handling scipy from requirements file requirements-dev.txt Requirement satisfied: scipy (installed: scipy 1.11.1) Handling inspyred from requirements file requirements-dev.txt Requirement satisfied: inspyred (installed: inspyred 1.0.1) Handling pyelectro from requirements file requirements-dev.txt Requirement satisfied: pyelectro (installed: pyelectro 0.2.5) Handling NEURON from requirements file requirements-dev.txt Requirement satisfied: NEURON (installed: NEURON 8.2.2) Handling setuptools >= 40.8 from default build backend Requirement satisfied: setuptools >= 40.8 (installed: setuptools 67.7.2) Handling wheel from default build backend Requirement satisfied: wheel (installed: wheel 0.41.2) Handling wheel from get_requires_for_build_wheel Requirement satisfied: wheel (installed: wheel 0.41.2) + cat /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-buildrequires + rm -rfv neurotune-0.2.3.dist-info/ removed 'neurotune-0.2.3.dist-info/AUTHORS' removed 'neurotune-0.2.3.dist-info/LICENSE' removed 'neurotune-0.2.3.dist-info/METADATA' removed 'neurotune-0.2.3.dist-info/top_level.txt' removed directory 'neurotune-0.2.3.dist-info/' + RPM_EC=0 ++ jobs -p + exit 0 Executing(%build): /bin/sh -e /var/tmp/rpm-tmp.zvkJP1 + umask 022 + cd /builddir/build/BUILD + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + RUSTFLAGS='-Copt-level=3 -Cdebuginfo=2 -Ccodegen-units=1 -Cforce-frame-pointers=yes -Clink-arg=-Wl,-z,relro -Clink-arg=-Wl,-z,now -Clink-arg=-specs=/usr/lib/rpm/redhat/redhat-package-notes --cap-lints=warn' + export RUSTFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + /usr/bin/python3 -Bs /usr/lib/rpm/redhat/pyproject_wheel.py /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir Processing /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 Preparing metadata (pyproject.toml): started Running command Preparing metadata (pyproject.toml) Preparing metadata (pyproject.toml): finished with status 'done' Building wheels for collected packages: neurotune Building wheel for neurotune (pyproject.toml): started Running command Building wheel for neurotune (pyproject.toml) Building wheel for neurotune (pyproject.toml): finished with status 'done' Created wheel for neurotune: filename=neurotune-0.2.3-py3-none-any.whl size=18305 sha256=cf03a6b4bb752ca1e04d7e32d13cfaac3da26f57120bc770ddef449d468bd21f Stored in directory: /builddir/.cache/pip/wheels/7d/42/63/e0bd1c16fd104ef91d6a32ae5803207031b257f64014a61211 Successfully built neurotune + RPM_EC=0 ++ jobs -p + exit 0 Executing(%install): /bin/sh -e /var/tmp/rpm-tmp.msFA4D + umask 022 + cd /builddir/build/BUILD + '[' /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 '!=' / ']' + rm -rf /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 ++ dirname /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 + mkdir -p /builddir/build/BUILDROOT + mkdir /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + RUSTFLAGS='-Copt-level=3 -Cdebuginfo=2 -Ccodegen-units=1 -Cforce-frame-pointers=yes -Clink-arg=-Wl,-z,relro -Clink-arg=-Wl,-z,now -Clink-arg=-specs=/usr/lib/rpm/redhat/redhat-package-notes --cap-lints=warn' + export RUSTFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 ++ ls /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir/neurotune-0.2.3-py3-none-any.whl ++ xargs basename --multiple ++ sed -E 's/([^-]+)-([^-]+)-.+\.whl/\1==\2/' + specifier=neurotune==0.2.3 + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + /usr/bin/python3 -m pip install --root /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 --prefix /usr --no-deps --disable-pip-version-check --progress-bar off --verbose --ignore-installed --no-warn-script-location --no-index --no-cache-dir --find-links /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir neurotune==0.2.3 Using pip 23.2.1 from /usr/lib/python3.12/site-packages/pip (python 3.12) Looking in links: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir Processing ./pyproject-wheeldir/neurotune-0.2.3-py3-none-any.whl Installing collected packages: neurotune Successfully installed neurotune-0.2.3 + '[' -d /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/bin ']' + rm -f /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-ghost-distinfo + site_dirs=() + '[' -d /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages ']' + site_dirs+=("/usr/lib/python3.12/site-packages") + '[' /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib64/python3.12/site-packages '!=' /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages ']' + '[' -d /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib64/python3.12/site-packages ']' + for site_dir in ${site_dirs[@]} + for distinfo in /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64$site_dir/*.dist-info + echo '%ghost /usr/lib/python3.12/site-packages/neurotune-0.2.3.dist-info' + sed -i s/pip/rpm/ /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages/neurotune-0.2.3.dist-info/INSTALLER + PYTHONPATH=/usr/lib/rpm/redhat + /usr/bin/python3 -B /usr/lib/rpm/redhat/pyproject_preprocess_record.py --buildroot /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 --record /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages/neurotune-0.2.3.dist-info/RECORD --output /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-record + rm -fv /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages/neurotune-0.2.3.dist-info/RECORD removed '/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages/neurotune-0.2.3.dist-info/RECORD' + rm -fv /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages/neurotune-0.2.3.dist-info/REQUESTED removed '/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages/neurotune-0.2.3.dist-info/REQUESTED' ++ wc -l /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-ghost-distinfo ++ cut -f1 '-d ' + lines=1 + '[' 1 -ne 1 ']' + RPM_PERCENTAGES_COUNT=2 + /usr/bin/python3 /usr/lib/rpm/redhat/pyproject_save_files.py --output-files /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-files --output-modules /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-modules --buildroot /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 --sitelib /usr/lib/python3.12/site-packages --sitearch /usr/lib64/python3.12/site-packages --python-version 3.12 --pyproject-record /builddir/build/BUILD/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64-pyproject-record --prefix /usr neurotune + /usr/lib/rpm/check-buildroot + /usr/lib/rpm/redhat/brp-ldconfig + /usr/lib/rpm/brp-compress + /usr/lib/rpm/brp-strip /usr/bin/strip + /usr/lib/rpm/brp-strip-comment-note /usr/bin/strip /usr/bin/objdump + /usr/lib/rpm/redhat/brp-strip-lto /usr/bin/strip + /usr/lib/rpm/brp-strip-static-archive /usr/bin/strip + /usr/lib/rpm/check-rpaths + /usr/lib/rpm/redhat/brp-mangle-shebangs + /usr/lib/rpm/brp-remove-la-files + env /usr/lib/rpm/redhat/brp-python-bytecompile '' 1 0 -j2 Bytecompiling .py files below /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12 using python3.12 /usr/lib/python3.12/site-packages/neurotune/evaluators.py:12: SyntaxWarning: invalid escape sequence '\d' /usr/lib/python3.12/site-packages/neurotune/evaluators.py:12: SyntaxWarning: invalid escape sequence '\d' + /usr/lib/rpm/redhat/brp-python-hardlink Executing(%check): /bin/sh -e /var/tmp/rpm-tmp.GgChZK + umask 022 + cd /builddir/build/BUILD + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -m64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + RUSTFLAGS='-Copt-level=3 -Cdebuginfo=2 -Ccodegen-units=1 -Cforce-frame-pointers=yes -Clink-arg=-Wl,-z,relro -Clink-arg=-Wl,-z,now -Clink-arg=-specs=/usr/lib/rpm/redhat/redhat-package-notes --cap-lints=warn' + export RUSTFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + rm -rf neurotune + export PYTHONPATH=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib64/python3.12/site-packages:/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages + PYTHONPATH=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib64/python3.12/site-packages:/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/lib/python3.12/site-packages + ./test.sh /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1 Mod files: "./Kv_3_erisir_99.mod" "./kv_1.mod" "./na.mod" Creating 'x86_64' directory for .o files. -> Compiling mod_func.cpp -> NMODL ../Kv_3_erisir_99.mod -> NMODL ../kv_1.mod Translating Kv_3_erisir_99.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/x86_64/Kv_3_erisir_99.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe -> NMODL ../na.mod -> Compiling Kv_3_erisir_99.c Translating kv_1.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/x86_64/kv_1.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe Translating na.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/x86_64/na.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe -> Compiling kv_1.c -> Compiling na.c => LINKING shared library ./libnrnmech.so => LINKING executable ./special LDFLAGS are: -lreadline -lcurses -lform -lpython3.12 -lX11 -lXext Successfully created x86_64/special Warning: no DISPLAY environment variable. --No graphics will be displayed. Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/optimization.py:93: DeprecationWarning: neuron.init() is deprecated; use h.init() instead neuron.init() /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/optimization.py:97: DeprecationWarning: neuron.run(tstop) is deprecated; use h.stdinit() and h.continuerun(tstop) instead neuron.run(self.sim_time) Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 /usr/lib/python3.12/site-packages/pyelectro/analysis.py:1022: RuntimeWarning: divide by zero encountered in scalar divide broadening = first_spike / mean_following_spikes target data path in evaluator:100pA_1a.csv Obtained targets are: {'average_minimum': -51.062776397737295, 'average_maximum': -47.39003703978413, 'min_peak_no': 312, 'max_peak_no': 313, 'mean_spike_frequency': 631.578947368421, 'interspike_time_covar': 2.1468022394024437, 'first_spike_time': 1.25, 'max_interspike_time': 23.50000000000003, 'min_interspike_time': 0.14999999999997726, 'trough_phase_adaptation': -0.0026749376966822844, 'spike_width_adaptation': 0.013998933212949238, 'peak_decay_exponent': 0.016071522021179688, 'trough_decay_exponent': 0.01732773429316535, 'spike_frequency_adaptation': -0.004709632048752841, 'spike_broadening': 0.0, 'peak_linear_gradient': 0.08832321603107715} Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [2171.769509471953, 2.6898926121063624, 0.2647153163514724, 220.89702175439675, 16.50669436954508, 1.8747356620822397] >>>>> [8266.553412150233, 25.170945729326608, 0.8372776102543911, 221.9746030451297, 10.783333591733497, 1.524213601200165] >>>>> [1545.330453150471, 2.5529832671455175, 0.22241551023614214, 290.0509086572854, 7.22312430346925, 0.6780170084673722] pyelectro >>> WARNING PPTD failure Fitness: 5.129456079029206 pyelectro >>> WARNING PPTD failure Fitness: 4.817211694761809 pyelectro >>> WARNING PPTD failure Fitness: 6.015524518213107 >>>>> Evaluating: >>>>> [2622.8213932005583, 0.6961675164899541, 0.6735361365982143, 220.8127670165488, 13.246449860055446, 1.5833384047774104] >>>>> [2217.1609513242347, 0.6451193206469207, 0.5345616082775215, 222.02515911758283, 14.530563389594025, 1.7502809331151894] pyelectro >>> WARNING PPTD failure Fitness: 4.996358009193685 pyelectro >>> WARNING PPTD failure Fitness: 5.364409286180165 >>>>> Evaluating: >>>>> [8266.553412150233, 25.170945729326608, 0.8372776102543911, 221.9746030451297, 10.783333591733497, 1.524213601200165] >>>>> [8265.00652619356, 25.170945729326608, 0.8372776102543911, 221.9746030451297, 10.783333591733497, 1.524213601200165] pyelectro >>> WARNING PPTD failure Fitness: 4.817211694761809 pyelectro >>> WARNING PPTD failure Fitness: 4.757380264969502 >>>>> Evaluating: >>>>> [8265.00652619356, 25.170945729326608, 0.8372776102543911, 221.9746030451297, 10.783333591733497, 1.524213601200165] >>>>> [8265.00652619356, 25.170945729326608, 0.8372776102543911, 221.9746030451297, 10.783333591733497, 1.524213601200165] pyelectro >>> WARNING PPTD failure Fitness: 4.757380264969502 pyelectro >>> WARNING PPTD failure Fitness: 4.757380264969502 >>>>> Evaluating: >>>>> [8265.00652619356, 25.170945729326608, 0.10318261896187719, 221.9746030451297, 10.28232514842605, 1.524213601200165] >>>>> [8265.00652619356, 26.068444900256576, 0.8372776102543911, 221.656690355119, 10.783333591733497, 1.524213601200165] pyelectro >>> WARNING PPTD failure Fitness: 4.805161118105628 pyelectro >>> WARNING PPTD failure Fitness: 4.828316162206346 >>>>> Evaluating: >>>>> [8265.00652619356, 25.170945729326608, 0.15657560995048447, 221.9746030451297, 10.646349646626806, 1.524213601200165] >>>>> [8265.00652619356, 25.170945729326608, 0.5286396246887513, 221.9746030451297, 10.54794812983059, 1.524213601200165] pyelectro >>> WARNING PPTD failure Fitness: 4.769897473826959 pyelectro >>> WARNING PPTD failure Fitness: 4.870785063609894 >>>>> Evaluating: >>>>> [8265.00652619356, 25.170945729326608, 0.2860470303966829, 220.34272994953517, 10.64408030041245, 1.524213601200165] >>>>> [8265.00652619356, 25.170945729326608, 0.18291961785530103, 221.9746030451297, 10.77374940204289, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.889025319699186 pyelectro >>> WARNING PPTD failure Fitness: 4.710735057855885 >>>>> Evaluating: >>>>> [8265.00652619356, 25.170945729326608, 0.8661346398098972, 221.9746030451297, 10.77374940204289, 0.09856022758588967] >>>>> [8265.00652619356, 25.214156700242494, 0.18291961785530103, 222.03365153412693, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.762251852558641 pyelectro >>> WARNING PPTD failure Fitness: 4.734252361140637 >>>>> Evaluating: >>>>> [8265.792019978624, 25.181238195044546, 0.18291961785530103, 221.97236207107096, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.202692563883783, 0.18291961785530103, 222.02962304136472, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.809688296372096 pyelectro >>> WARNING PPTD failure Fitness: 4.804235136629795 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2] >>>>> [8265.00652619356, 24.974951559521713, 0.18291961785530103, 221.9980256189688, 11.682367488945507, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.703924607547857 pyelectro >>> WARNING PPTD failure Fitness: 4.7299639396823165 >>>>> Evaluating: >>>>> [8265.00652619356, 25.17144513155449, 0.18291961785530103, 222.00311476845215, 10.910382210573921, 2] >>>>> [8264.257113547472, 25.17190654311302, 0.18291961785530103, 222.00323311650854, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.85459214632977 pyelectro >>> WARNING PPTD failure Fitness: 4.704451706400096 >>>>> Evaluating: >>>>> [8264.649497288543, 25.17236652254491, 0.18291961785530103, 222.58907821474284, 10.77374940204289, 2.0] >>>>> [8264.829241480442, 25.172198864062203, 0, 222.3228855926149, 10.938215384503748, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.704643194579373 pyelectro >>> WARNING PPTD failure Fitness: 4.749399094209413 >>>>> Evaluating: >>>>> [8265.020149980106, 25.172368461054372, 0, 223.612992842243, 10.77374940204289, 2.0] >>>>> [8264.81749423661, 25.172368740267693, 0, 222.06046084138703, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.8188368502814365 pyelectro >>> WARNING PPTD failure Fitness: 4.871971398287878 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.7855032896194667, 222.01089615120532, 10.77374940204289, 0.22608046862000553] pyelectro >>> WARNING PPTD failure Fitness: 4.703924607547857 pyelectro >>> WARNING PPTD failure Fitness: 4.832342199143353 >>>>> Evaluating: >>>>> [8265.072162104225, 25.172376812168068, 0.40635577344261475, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.857639659048364 pyelectro >>> WARNING PPTD failure Fitness: 4.703924607547857 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.5208592232745496, 222.01089615120532, 9.437561118906462, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.872085716196573 pyelectro >>> WARNING PPTD failure Fitness: 4.840617881436656 >>>>> Evaluating: >>>>> [8264.40909888711, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 11.235227353959035, 2.0] >>>>> [8265.00652619356, 25.889206701859344, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.877729468724384 pyelectro >>> WARNING PPTD failure Fitness: 4.749774062046596 >>>>> Evaluating: >>>>> [8261.672369817185, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.660626737665, 25.172376812168068, 1, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.755319741791979 pyelectro >>> WARNING PPTD failure Fitness: 4.871438397174437 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 1.6087871101954077] pyelectro >>> WARNING PPTD failure Fitness: 4.872085716196573 pyelectro >>> WARNING PPTD failure Fitness: 4.930293964663993 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0, 222.03680994928524, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 1.3959405084429184] pyelectro >>> WARNING PPTD failure Fitness: 4.87207872257472 pyelectro >>> WARNING PPTD failure Fitness: 4.8561307256930935 >>>>> Evaluating: >>>>> [8263.271772359729, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.7113985773409786 pyelectro >>> WARNING PPTD failure Fitness: 4.703924607547857 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 11.256275064198041, 0.8763209305688449] >>>>> [8265.00652619356, 23.43428583978689, 0.18291961785530103, 222.01089615120532, 13.604122194509898, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.857344272364917 pyelectro >>> WARNING PPTD failure Fitness: 4.9110358259343245 >>>>> Evaluating: >>>>> [8264.315955129206, 25.172376812168068, 0.18291961785530103, 223.48625993115726, 10.77374940204289, 2.0] >>>>> [8265.216775456543, 25.074692339996144, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.707216959619466 pyelectro >>> WARNING PPTD failure Fitness: 4.802884404100272 >>>>> Evaluating: >>>>> [8265.00652619356, 24.56303973207688, 0.6419719134499137, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.086273051615, 22.74591471110509, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.893219202811549 pyelectro >>> WARNING PPTD failure Fitness: 4.785820153176357 >>>>> Evaluating: >>>>> [8264.502258661887, 23.323386639522145, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.55867329357, 25.129492838020028, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.850838496399875 pyelectro >>> WARNING PPTD failure Fitness: 4.848269675844217 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.202395928787, 25.172376812168068, 0, 222.01089615120532, 10.77374940204289, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.872085716196573 pyelectro >>> WARNING PPTD failure Fitness: 4.866547489900353 >>>>> Evaluating: >>>>> [8264.202395928787, 25.172376812168068, 0, 222.01089615120532, 10.226851166476528, 2.0] >>>>> [8264.202395928787, 25.172376812168068, 0.0, 222.01089615120532, 10.77374940204289, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.752482733266384 pyelectro >>> WARNING PPTD failure Fitness: 4.866547489900353 >>>>> Evaluating: >>>>> [8262.667967781275, 25.172376812168068, 0.15601667166649383, 222.01089615120532, 10.719995931842938, 2] >>>>> [8264.816673785528, 25.575127693397476, 0.1319938214886198, 222.01089615120532, 10.735031770283497, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.813192342721504 pyelectro >>> WARNING PPTD failure Fitness: 4.745770658426117 >>>>> Evaluating: >>>>> [8265.00652619356, 24.5920703340491, 0, 220.5372374777596, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.74024172907371 pyelectro >>> WARNING PPTD failure Fitness: 4.703924607547857 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 12.869305056571768, 2.0] >>>>> [8266.28185329459, 25.172376812168068, 0.18291961785530103, 222.94526814744947, 9.942634416705397, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.8596604556248515 pyelectro >>> WARNING PPTD failure Fitness: 4.752105328139554 >>>>> Evaluating: >>>>> [8266.28185329459, 25.29149160468994, 0, 223.18200127774844, 9.942634416705397, 2.0] >>>>> [8266.28185329459, 25.172376812168068, 0.18291961785530103, 222.94526814744947, 9.942634416705397, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.758419300211828 pyelectro >>> WARNING PPTD failure Fitness: 4.752105328139554 >>>>> Evaluating: >>>>> [8263.207192883045, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.711955878514799 pyelectro >>> WARNING PPTD failure Fitness: 4.872085716196573 >>>>> Evaluating: >>>>> [8265.00652619356, 24.38654455595275, 0, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 11.249993164414267, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.76683048429752 pyelectro >>> WARNING PPTD failure Fitness: 4.8687193254699626 >>>>> Evaluating: >>>>> [8265.00652619356, 25.105246959784303, 0.18817899991500037, 219.85494900900142, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 24.62905761264904, 0.0708121570888684, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.879092280935365 pyelectro >>> WARNING PPTD failure Fitness: 4.835348256220422 >>>>> Evaluating: >>>>> [8264.587396194504, 25.056224053475876, 0.11271166897280303, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.21297930263218, 0.12085214355836787, 222.0569943527612, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.764240304248958 pyelectro >>> WARNING PPTD failure Fitness: 4.737024554538795 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.703924607547857 pyelectro >>> WARNING PPTD failure Fitness: 4.703924607547857 >>>>> Evaluating: >>>>> [8265.00652619356, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.703924607547857 pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 >>>>> Evaluating: >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.862160759141, 25.172376812168068, 0.09336580301943681, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 pyelectro >>> WARNING PPTD failure Fitness: 4.859486753625575 >>>>> Evaluating: >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 8.550158771758227, 2.0] >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.7814321213939746 pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 >>>>> Evaluating: >>>>> [8264.862160759141, 26.00202564624506, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.8298571575609035 pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 >>>>> Evaluating: >>>>> [8264.862160759141, 25.172376812168068, 0, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.656703594219, 25.172376812168068, 0.18291961785530103, 222.31364954642092, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.871888247957674 pyelectro >>> WARNING PPTD failure Fitness: 4.703873537472665 >>>>> Evaluating: >>>>> [8264.129272866732, 25.172376812168068, 0.3942471016768997, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.855574084022478 pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 >>>>> Evaluating: >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.59777229821563, 10.904655090363319, 2.0] >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.312925460910234, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.846331869727318 pyelectro >>> WARNING PPTD failure Fitness: 4.772258440458866 >>>>> Evaluating: >>>>> [8263.870758088016, 25.172376812168068, 0.18291961785530103, 222.8491194573565, 10.77374940204289, 2.0] >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.704236564765378 pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 >>>>> Evaluating: >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.862160759141, 25.591637183315914, 0.18291961785530103, 222.01089615120532, 10.65629809476336, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 pyelectro >>> WARNING PPTD failure Fitness: 4.707475575220878 >>>>> Evaluating: >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.877726327227347, 2.0] >>>>> [8264.862160759141, 25.543648202370754, 1, 222.6027792101979, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.75973029221819 pyelectro >>> WARNING PPTD failure Fitness: 4.773419889866547 >>>>> Evaluating: >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 221.93525131470165, 10.819751071269588, 2] >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 220.67167860823008, 10.811001215744112, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.86449279590653 pyelectro >>> WARNING PPTD failure Fitness: 4.85781388169799 >>>>> Evaluating: >>>>> [8265.044058998299, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 11.280448104025488, 2] >>>>> [8264.862160759141, 24.937813951940342, 0.18291961785530103, 221.8166625071808, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.734993700016072 pyelectro >>> WARNING PPTD failure Fitness: 4.875576389218818 >>>>> Evaluating: >>>>> [8263.209409488994, 25.172376812168068, 0.18291961785530103, 221.913462858001, 10.77374940204289, 2.0] >>>>> [8264.97979290595, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.712884278995581 pyelectro >>> WARNING PPTD failure Fitness: 4.703863100952266 >>>>> Evaluating: >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] >>>>> [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 pyelectro >>> WARNING PPTD failure Fitness: 4.703610503863107 [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] : 4.703610503863107 Fittest individual: [8264.862160759141, 25.172376812168068, 0.18291961785530103, 222.01089615120532, 10.77374940204289, 2.0] : 4.703610503863107 /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2 Mod files: "./Kv_3_erisir_99.mod" "./kv_1.mod" "./na.mod" Creating 'x86_64' directory for .o files. -> Compiling mod_func.cpp -> NMODL ../kv_1.mod -> NMODL ../Kv_3_erisir_99.mod -> NMODL ../na.mod Translating Kv_3_erisir_99.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/x86_64/Kv_3_erisir_99.c Translating kv_1.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/x86_64/kv_1.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe -> Compiling kv_1.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe Translating na.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/x86_64/na.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe -> Compiling Kv_3_erisir_99.c -> Compiling na.c => LINKING shared library ./libnrnmech.so => LINKING executable ./special LDFLAGS are: -lreadline -lcurses -lform -lpython3.12 -lX11 -lXext Successfully created x86_64/special Warning: no DISPLAY environment variable. --No graphics will be displayed. /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/optimization.py:93: DeprecationWarning: neuron.init() is deprecated; use h.init() instead neuron.init() /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/optimization.py:97: DeprecationWarning: neuron.run(tstop) is deprecated; use h.stdinit() and h.continuerun(tstop) instead neuron.run(self.sim_time) /usr/lib/python3.12/site-packages/pyelectro/analysis.py:922: RuntimeWarning: divide by zero encountered in divide dy_dt = dv / dt /usr/lib/python3.12/site-packages/pyelectro/analysis.py:922: RuntimeWarning: invalid value encountered in divide dy_dt = dv / dt Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 target data path in evaluator:. data location ./100pA_1.csv target data path in evaluator:./100pA_1.csv Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [6221.305912991254, 7.00579440427412, 0.41697626308827374, 40.343179606830006, 7.525103523898309, 0.454876627591946] >>>>> [6831.324409610081, 22.178027592832542, 0.3680658293689455, 275.2593426793717, 8.216612270995816, 0.525030267080375] >>>>> [3865.9838235885336, 20.9407710743918, 0.2048976352430496, 18.15662835058589, 12.512751377362452, 1.9266244801357608] >>>>> [9561.717706591942, 11.406010852666476, 0.7943615176889797, 186.58503040816808, 3.891193523260693, 1.9078372050615187] >>>>> [6669.7789486499705, 9.591099606441876, 0.6827448506832033, 299.6065916283344, 7.948504956920182, 1.6774262309759334] >>>>> [7088.754801243609, 4.519292497712922, 0.648805100925437, 109.80587273259738, 11.47833864107996, 0.8180080712139295] >>>>> [6029.344377740428, 11.387624865963197, 0.9257997720418167, 96.36088779932896, 9.531134903632058, 1.8247823411704671] >>>>> [9095.542375383233, 21.012005481188773, 0.9547073522899685, 26.85360937700102, 7.956887451920139, 0.6914829856532816] >>>>> [1167.2843029572996, 24.849840268835283, 0.43528321421731286, 138.23042676773488, 9.639071551919056, 0.6176815575340204] >>>>> [4100.414348381265, 26.846221081043307, 0.6634458822677403, 9.798520117321459, 8.44144966290389, 1.3783882833912648] pyelectro >>> WARNING PPTD failure Fitness: 2.0822254952901043 pyelectro >>> WARNING PPTD failure Fitness: 1.0686221826930162 pyelectro >>> WARNING PPTD failure Fitness: 0.03551930370253831 pyelectro >>> WARNING PPTD failure Fitness: 1.9858841227802877 pyelectro >>> WARNING PPTD failure Fitness: 1.0307963601271277 pyelectro >>> WARNING PPTD failure Fitness: 1.440710130368633 pyelectro >>> WARNING PPTD failure Fitness: 0.01028413686202545 pyelectro >>> WARNING PPTD failure Fitness: 1.8248154455270844 pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3078, 4508], 'minima_locations': [3284], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.90000000001785, 225.4000000000341], 'minima_times': [164.2000000000202], 'maxima_values': [47.084533129344365, -43.91412095364775], 'minima_values': [-67.80050097874972]} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3078, 4508], 'minima_locations': [3284], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.90000000001785, 225.4000000000341], 'minima_times': [164.2000000000202], 'maxima_values': [47.084533129344365, -43.91412095364775], 'minima_values': [-67.80050097874972]} Data is non-analysable Fitness: 16.0 pyelectro >>> WARNING PPTD failure Fitness: 0.0286389116981699 >>>>> Evaluating: >>>>> [7067.691182325914, 8.305088200373934, 0.4050352332429111, 211.63164163373793, 10.434151620112722, 0.8407763755971442] >>>>> [6918.0208177598515, 8.428914383517707, 0.4654838078436978, 144.86755617744174, 10.54637924787529, 0.6102332272249501] >>>>> [4404.539155860642, 5.960658051710599, 0.23316905293305465, 22.754124583311253, 8.711459435012463, 2] >>>>> [4848.947346062455, 11.809270050261308, 0.43320282327490084, 40.0711141845268, 6.929628998645682, 1.1019163093122564] pyelectro >>> WARNING PPTD failure Fitness: 1.2231796622958924 pyelectro >>> WARNING PPTD failure Fitness: 1.0544383416164766 pyelectro >>> WARNING PPTD failure Fitness: 0.1705448915411586 pyelectro >>> WARNING PPTD failure Fitness: 0.02019375417813951 >>>>> Evaluating: >>>>> [4026.562249051899, 6.552824262232152, 0.23201905037993484, 19.755950909617077, 12.808072678059993, 2] >>>>> [4251.891997121128, 15.15502875451264, 1, 19.161291380350704, 12.244236911153862, 1.9724028031350258] >>>>> [4100.414348381265, 27.79642303072633, 0.6634458822677403, 9.798520117321459, 8.44144966290389, 1.3783882833912648] >>>>> [4100.061441261351, 26.846221081043307, 0.15089121832128405, 9.798520117321459, 8.44144966290389, 0.0024213931730487914] pyelectro >>> WARNING PPTD failure Fitness: 0.07371482747199065 pyelectro >>> WARNING PPTD failure Fitness: 0.016000593401166108 pyelectro >>> WARNING PPTD failure Fitness: 0.014675800993909527 pyelectro >>> WARNING PPTD failure Fitness: 0.06377920005832893 >>>>> Evaluating: >>>>> [4661.840256130501, 20.631075257227025, 0.9099753980766392, 41.46215919694817, 10.806674320180583, 1.3818146984371231] >>>>> [4430.258503922132, 15.154432143743021, 0.3644173108699753, 29.319152287764343, 11.333851720620178, 2] >>>>> [4100.324255086879, 26.846221081043307, 0, 8.961724942238487, 7.791156443233787, 0.0024213931730487914] >>>>> [4100.061441261351, 26.846221081043307, 0.3459385467239485, 9.798520117321459, 9.131464434670974, 1.0318006336485566] pyelectro >>> WARNING PPTD failure Fitness: 0.022432347169669797 pyelectro >>> WARNING PPTD failure Fitness: 0.01766445685400897 pyelectro >>> WARNING PPTD failure Fitness: 0.029055556277665984 pyelectro >>> WARNING PPTD failure Fitness: 1.0485004832508364 >>>>> Evaluating: >>>>> [4100.90187590371, 27.79642303072633, 0.6537125932889194, 10.571473646894997, 8.467405586655527, 1.3783882833912648] >>>>> [4098.691243813442, 27.79642303072633, 0.6634458822677403, 9.798520117321459, 8.44144966290389, 1.3783882833912648] >>>>> [4140.741746892686, 16.693463797753978, 0.6008650741469282, 18.02826182305959, 7.1862256245732254, 1.249491237456975] >>>>> [4158.0017056449105, 19.623910236233428, 0.2550207033332684, 19.997706833009513, 6.438026557460842, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.023395254992248926 pyelectro >>> WARNING PPTD failure Fitness: 0.040633174460819044 pyelectro >>> WARNING PPTD failure Fitness: 0.010099975160111851 pyelectro >>> WARNING PPTD failure Fitness: 0.030987256741486835 >>>>> Evaluating: >>>>> [4527.8227209985835, 11.859533983672463, 1, 23.33733387421702, 7.1781542899585205, 2] >>>>> [4485.626259480637, 13.922004610774, 0.5803581432416526, 40.73413127006562, 6.936871280104902, 1.1792356736633933] >>>>> [4080.608623997898, 19.901244266346332, 0.48528343797120344, 7.334798032465908, 6.815717810461448, 1.2457799660520368] >>>>> [4250.655835828142, 14.150237047424678, 0.6638946138232913, 32.96362077512021, 7.594539536187581, 1.397875025016899] pyelectro >>> WARNING PPTD failure Fitness: 0.04991457735887539 pyelectro >>> WARNING PPTD failure Fitness: 0.011214215077098522 pyelectro >>> WARNING PPTD failure Fitness: 0.018418928103985155 pyelectro >>> WARNING PPTD failure Fitness: 0.012675331406224788 >>>>> Evaluating: >>>>> [5799.977354698011, 10.548455702153296, 0.6441847747625683, 102.96077446772553, 11.136665935060577, 1.887859650662014] >>>>> [5855.11638249902, 14.341642497609769, 0.7134011794385695, 67.43835759907235, 11.27778318487844, 1.950194523461995] >>>>> [4251.84482091413, 14.552611035998227, 1, 18.99905811753791, 8.919676080037426, 1.616629551324773] >>>>> [4251.704369448482, 14.771322352296849, 0.7329048912856364, 23.72555948094032, 12.071432900119428, 1.4885624552095094] pyelectro >>> WARNING PPTD failure Fitness: 0.030889435886893968 pyelectro >>> WARNING PPTD failure Fitness: 0.013495887488685243 pyelectro >>> WARNING PPTD failure Fitness: 0.010958711946884359 pyelectro >>> WARNING PPTD failure Fitness: 0.010388296711073108 >>>>> Evaluating: >>>>> [4140.718687272359, 17.492442436247348, 0.6008650741469282, 18.02826182305959, 4.976188080962271, 2] >>>>> [4140.741746892686, 17.494812745870867, 0.6008650741469282, 16.778954599052522, 7.1862256245732254, 1.6631600643106355] >>>>> [5086.896239491039, 13.441544834141633, 0.11749086237300788, 72.9146311648257, 9.379884372867267, 2] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [5032.215835216257, 12.40899074334926, 0.7388559471669364, 53.88425247489709, 6.852504257838017, 1.590869784828253] pyelectro >>> WARNING PPTD failure Fitness: 0.023561550973243306 pyelectro >>> WARNING PPTD failure Fitness: 0.009732955750193173 pyelectro >>> WARNING PPTD failure Fitness: 0.08402958478371025 pyelectro >>> WARNING PPTD failure Fitness: 0.023608681896194472 >>>>> Evaluating: >>>>> [6029.344377740428, 11.387624865963197, 1, 96.36088779932896, 8.325546020337304, 2] >>>>> [6028.9893200567285, 9.715457474169671, 0.9257997720418167, 96.28162689170819, 9.917385273056697, 0] >>>>> [4225.608712071633, 16.539837215487594, 0.6136818401206795, 20.61056338070013, 7.408788025791015, 0] >>>>> [4138.324824006132, 17.37409766517349, 0.6183333294502523, 17.468138229700543, 7.431995479157859, 1.3656585786594146] pyelectro >>> WARNING PPTD failure Fitness: 0.018932187218707375 pyelectro >>> WARNING PPTD failure Fitness: 0.019242336302124463 pyelectro >>> WARNING PPTD failure Fitness: 0.013627133221550403 pyelectro >>> WARNING PPTD failure Fitness: 0.009118159280532612 >>>>> Evaluating: >>>>> [4734.467749093082, 15.421401216048903, 0.8627792858174179, 83.45508800526846, 8.279883045034683, 0.046478993736150054] >>>>> [4363.856770800503, 15.714095659105897, 1, 22.194555230898953, 7.36428766016609, 1.4146429224262365] >>>>> [4138.414691764986, 17.379366176505897, 0.6190658970959058, 17.454038682695405, 7.224571668480363, 1.4091413875283858] >>>>> [4140.465126277149, 17.428180844247926, 1, 16.976781150741644, 7.168247979717936, 1.540015507807999] pyelectro >>> WARNING PPTD failure Fitness: 0.022360293297463585 pyelectro >>> WARNING PPTD failure Fitness: 0.03261498755610792 pyelectro >>> WARNING PPTD failure Fitness: 0.058721099754901473 pyelectro >>> WARNING PPTD failure Fitness: 0.008916279902895785 >>>>> Evaluating: >>>>> [4260.775366656602, 17.146732064866573, 0.7349306274146078, 20.802693638243923, 7.580428587586327, 1.5205206612257285] >>>>> [4173.6024239970675, 13.56806298868667, 0.9307186804154145, 23.539192127623537, 7.488674766622042, 1.7362517696230522] >>>>> [4139.106405706854, 17.35973271716939, 0.7834637048760986, 16.115500548388454, 7.194459034225263, 0.8310179324553861] >>>>> [4138.465658969998, 17.195271159712572, 0.6132768667850051, 17.824285738769643, 7.220583466011442, 1.3276937660188293] pyelectro >>> WARNING PPTD failure Fitness: 0.005856388390767853 pyelectro >>> WARNING PPTD failure Fitness: 0.017973184785465834 pyelectro >>> WARNING PPTD failure Fitness: 0.012690718805974832 pyelectro >>> WARNING PPTD failure Fitness: 0.02638332063165061 >>>>> Evaluating: >>>>> [4255.310838973632, 16.666667131534187, 0.7023908658061759, 18.210050682250866, 9.231036018443012, 1.4762712841627814] >>>>> [4244.487395879178, 17.152635331366614, 0.6240657755107871, 18.279250077579636, 7.570886427861286, 1.5230143535607836] >>>>> [4190.224605954724, 17.281844206023024, 0, 19.554485007169117, 7.279354836714702, 1.5395028772486863] >>>>> [4208.4109886028855, 17.175194950413083, 0.9732592569926394, 21.315415404352493, 7.202586256529404, 1.5329548092474694] pyelectro >>> WARNING PPTD failure Fitness: 0.050441309369077314 pyelectro >>> WARNING PPTD failure Fitness: 0.007827894531292512 pyelectro >>> WARNING PPTD failure Fitness: 0.005895678610718713 pyelectro >>> WARNING PPTD failure Fitness: 0.022849751193916967 >>>>> Evaluating: >>>>> [4249.187044918332, 17.125083236540412, 0.784451253467377, 20.630158102035058, 7.36890123834371, 1.5374507764228895] >>>>> [4244.1312741096535, 17.321579897005112, 0.9679136884863344, 16.923372103897734, 8.110758686629717, 1.5351193253932485] >>>>> [4140.253648114758, 18.24693911979042, 0.7454939623639111, 16.82007489923221, 7.294909396976629, 1.1370362265643543] >>>>> [4140.694080810496, 16.81549751818808, 1, 16.882463548630266, 7.183743290319305, 1.6002534042802854] pyelectro >>> WARNING PPTD failure Fitness: 0.011460296953007432 pyelectro >>> WARNING PPTD failure Fitness: 0.01025187396078886 pyelectro >>> WARNING PPTD failure Fitness: 0.00972873810046715 pyelectro >>> WARNING PPTD failure Fitness: 0.011391965534981785 >>>>> Evaluating: >>>>> [4175.708154887738, 18.41522974418226, 0, 16.671101769831985, 7.420068492376305, 1.3023896611692567] >>>>> [4155.100648051522, 20.76518053016708, 0, 17.888075213523535, 7.576356338689416, 1.5026825334143088] >>>>> [4147.816073468722, 18.141330231105933, 0.7283743561069445, 19.705684323863082, 7.457560685291946, 1.530868474070974] >>>>> [4257.3785835151975, 17.379298147327024, 0.929782644030918, 20.05005247227581, 7.215233424217663, 1.5226553164729442] pyelectro >>> WARNING PPTD failure Fitness: 0.026813418236122155 pyelectro >>> WARNING PPTD failure Fitness: 0.007780608777168685 pyelectro >>> WARNING PPTD failure Fitness: 0.011977122666006035 pyelectro >>> WARNING PPTD failure Fitness: 0.025924731879574003 >>>>> Evaluating: >>>>> [4179.871467644165, 17.20263228333463, 0.0, 18.81666418232968, 7.566886542907546, 1.540347494476532] >>>>> [4187.973610466788, 20.47076258641462, 0.0, 18.470082615108804, 7.37800510557779, 1.6153505098450855] >>>>> [4211.046034996497, 18.263345063668115, 0.5903999389117026, 18.20168688162261, 7.861646275928291, 2] >>>>> [4232.232275352066, 17.79277301321722, 0.9976082386663303, 18.455763704172536, 7.529806535141627, 1.5245854316984155] pyelectro >>> WARNING PPTD failure Fitness: 0.015070711930899483 pyelectro >>> WARNING PPTD failure Fitness: 0.01694086291228536 pyelectro >>> WARNING PPTD failure Fitness: 0.016150151507452803 pyelectro >>> WARNING PPTD failure Fitness: 0.025828954913606705 >>>>> Evaluating: >>>>> [4188.760000883224, 16.463400344363436, 0.6890225832089617, 18.848527304221737, 8.625784181146388, 1.7796897726626804] >>>>> [4141.5689068317, 16.821204646003817, 0.6403209707597561, 17.62278197256611, 8.905312083939954, 1.3891440994465443] >>>>> [4141.137943693723, 17.252609743195144, 1, 19.057384640297272, 7.507481578158723, 0.9657796062100165] >>>>> [4225.691141527883, 17.95738651688417, 1, 18.70433457679138, 8.385944157460283, 1.520599114407594] pyelectro >>> WARNING PPTD failure Fitness: 0.015899085501723142 pyelectro >>> WARNING PPTD failure Fitness: 0.008103260349452301 pyelectro >>> WARNING PPTD failure Fitness: 0.013419776751395718 pyelectro >>> WARNING PPTD failure Fitness: 0.022393401058033335 >>>>> Evaluating: >>>>> [4255.175186181053, 16.81901419551149, 0.637641433074414, 19.039893306799822, 7.579922783200562, 1.5213132788541353] >>>>> [4258.393147490976, 17.96588992490436, 0, 21.073275496726534, 7.575201634409892, 0] >>>>> [4168.759639150125, 16.992804313886598, 0.669699261629332, 18.411615674133824, 8.339510381431634, 0.4642780285986108] >>>>> [4143.528521917609, 19.344463703243612, 0.02609834851511718, 17.78404462550674, 9.669295441381376, 1.383677378895598] pyelectro >>> WARNING PPTD failure Fitness: 0.018907811306517197 pyelectro >>> WARNING PPTD failure Fitness: 0.022644403574564875 pyelectro >>> WARNING PPTD failure Fitness: 0.015382922636547502 pyelectro >>> WARNING PPTD failure Fitness: 0.017364999561526262 >>>>> Evaluating: >>>>> [4185.386150279385, 17.219868607054476, 0, 19.023909435807546, 7.2284747523106585, 0] >>>>> [4186.614912932237, 18.3850687544455, 0.5775818661721422, 19.04041192519255, 7.387128116304859, 1.5353048100601832] >>>>> [4203.362929250313, 17.14103841658805, 0, 17.521636383141587, 7.0413261691490945, 0] >>>>> [4157.19520499031, 17.90045327276408, 1, 16.86773491246161, 7.88045350156259, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.020231134437268428 pyelectro >>> WARNING PPTD failure Fitness: 0.06529042459338275 pyelectro >>> WARNING PPTD failure Fitness: 0.04216050455046094 pyelectro >>> WARNING PPTD failure Fitness: 0.02195932928823363 >>>>> Evaluating: >>>>> [4196.925996312963, 16.322495690612772, 0.6817416910450916, 17.259924090503716, 8.238473780371457, 1.5168096859356877] >>>>> [4186.30014202339, 19.306773678919065, 0.74201394970753, 20.92126992565698, 10.01822376307947, 1.4315581260111618] >>>>> [4257.6362068639255, 16.29659646034825, 1, 19.46157446103751, 7.5756579229526775, 2] >>>>> [4254.608695810834, 17.959683631418244, 0.7400106814786618, 18.072108653128996, 7.571856662668734, 1.5207341033001875] pyelectro >>> WARNING PPTD failure Fitness: 0.007069446332495288 pyelectro >>> WARNING PPTD failure Fitness: 0.024218066370763514 pyelectro >>> WARNING PPTD failure Fitness: 0.032727281643156636 pyelectro >>> WARNING PPTD failure Fitness: 0.0038505135797722856 >>>>> Evaluating: >>>>> [4197.386105731458, 16.501083491301156, 0.05036978614614934, 19.15793166304674, 6.9183897528691585, 0.4270202423929932] >>>>> [4228.193496831462, 17.8104788962483, 0.18280100327912216, 19.048963377806167, 7.413645365901112, 2] >>>>> [4193.493502574237, 14.863502741650583, 0.17363181264115868, 19.122952533292423, 6.688970657277817, 1.3117516550642399] >>>>> [4194.288991068437, 17.496787925010953, 0.475659379312287, 21.075295313200183, 6.398488521705532, 1.9675815446684086] pyelectro >>> WARNING PPTD failure Fitness: 0.03682111766362928 pyelectro >>> WARNING PPTD failure Fitness: 0.028387604802403654 pyelectro >>> WARNING PPTD failure Fitness: 0.011390471425468673 pyelectro >>> WARNING PPTD failure Fitness: 0.0032468459688757 >>>>> Evaluating: >>>>> [4193.742988812044, 17.446818966462725, 0.9663735915122038, 19.067235668013783, 7.2854278014035225, 1.8865772159318357] >>>>> [4192.635512052059, 17.277817367353872, 0.5497079551914159, 19.878639823946678, 7.396170617642889, 1.9638945599065358] >>>>> [4239.720674073164, 15.255667083852103, 0, 20.73906668615938, 7.121260772799808, 2] >>>>> [4257.629176295781, 17.313650157306697, 0.11475170373150484, 22.268553251726875, 9.716655144231634, 1.537841448366119] pyelectro >>> WARNING PPTD failure Fitness: 0.03160351740737666 pyelectro >>> WARNING PPTD failure Fitness: 0.10385725543113156 pyelectro >>> WARNING PPTD failure Fitness: 0.009427731992526223 pyelectro >>> WARNING PPTD failure Fitness: 0.03993641509375112 >>>>> Evaluating: >>>>> [4258.653356368152, 18.70934301541413, 0.45748902287884463, 17.862359366660524, 8.01440018082597, 1.6974730852468067] >>>>> [4255.742969876959, 17.70049657669838, 0.7388450055581997, 20.872244055592287, 9.001674413347171, 2] >>>>> [4200.680216965051, 15.786119613661802, 1, 21.09522903915846, 6.697702449517167, 0.35688051474039506] >>>>> [4193.35994076964, 17.802505215207248, 0.7101560333686144, 21.098940819295084, 7.524337617075291, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.010115718781512628 pyelectro >>> WARNING PPTD failure Fitness: 0.014942082061662143 pyelectro >>> WARNING PPTD failure Fitness: 0.015620099645412777 pyelectro >>> WARNING PPTD failure Fitness: 0.027701131750386354 >>>>> Evaluating: >>>>> [4194.3411621584455, 17.265739671901773, 0.28648122627768136, 21.855545906163417, 6.383072478524771, 1.563959093957835] >>>>> [4191.606241266519, 17.4408849967334, 0.7311025695381195, 21.579949137166317, 7.181071743244354, 1.997300984965364] >>>>> [4258.016327358433, 18.29350273984898, 0.7300497703230215, 17.844582130910847, 7.77067623269031, 0.8020021066944625] >>>>> [4257.3384498108835, 17.669683440660354, 0.7262320869877716, 19.062847019571326, 7.748190090759229, 1.6716046538687042] pyelectro >>> WARNING PPTD failure Fitness: 0.0037193044331516045 pyelectro >>> WARNING PPTD failure Fitness: 0.007098074368247609 pyelectro >>> WARNING PPTD failure Fitness: 0.0075653530378037015 pyelectro >>> WARNING PPTD failure Fitness: 0.020729152992192912 >>>>> Evaluating: >>>>> [4195.078218959648, 17.48326758745759, 0.38640770222221354, 22.84041372649933, 6.38441005721911, 1.943902086342824] >>>>> [4194.288569143749, 17.29472188251323, 0.45226950590149945, 21.491562720707986, 6.821666758538641, 1.653955868803494] >>>>> [4194.41868328488, 17.402492995805858, 1, 20.36489154855009, 6.394188616671944, 1.743914782355756] >>>>> [4191.420914942497, 17.450158142170597, 0.4786685231020102, 21.221078400032855, 7.074148523404092, 1.19063742281599] pyelectro >>> WARNING PPTD failure Fitness: 0.00370644330703096 pyelectro >>> WARNING PPTD failure Fitness: 0.05264828854586168 pyelectro >>> WARNING PPTD failure Fitness: 0.023510399661132664 pyelectro >>> WARNING PPTD failure Fitness: 0.01286164620901542 [4194.288991068437, 17.496787925010953, 0.475659379312287, 21.075295313200183, 6.398488521705532, 1.9675815446684086] : 0.0032468459688757 Fittest individual: [4194.288991068437, 17.496787925010953, 0.475659379312287, 21.075295313200183, 6.398488521705532, 1.9675815446684086] : 0.0032468459688757 data location ./100pA_1.csv target data path in evaluator:./100pA_1.csv Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [6221.305912991254, 7.00579440427412, 0.41697626308827374, 40.343179606830006, 7.525103523898309, 0.454876627591946] >>>>> [6831.324409610081, 22.178027592832542, 0.3680658293689455, 275.2593426793717, 8.216612270995816, 0.525030267080375] >>>>> [3865.9838235885336, 20.9407710743918, 0.2048976352430496, 18.15662835058589, 12.512751377362452, 1.9266244801357608] >>>>> [9561.717706591942, 11.406010852666476, 0.7943615176889797, 186.58503040816808, 3.891193523260693, 1.9078372050615187] >>>>> [6669.7789486499705, 9.591099606441876, 0.6827448506832033, 299.6065916283344, 7.948504956920182, 1.6774262309759334] >>>>> [7088.754801243609, 4.519292497712922, 0.648805100925437, 109.80587273259738, 11.47833864107996, 0.8180080712139295] >>>>> [6029.344377740428, 11.387624865963197, 0.9257997720418167, 96.36088779932896, 9.531134903632058, 1.8247823411704671] >>>>> [9095.542375383233, 21.012005481188773, 0.9547073522899685, 26.85360937700102, 7.956887451920139, 0.6914829856532816] >>>>> [1167.2843029572996, 24.849840268835283, 0.43528321421731286, 138.23042676773488, 9.639071551919056, 0.6176815575340204] >>>>> [4100.414348381265, 26.846221081043307, 0.6634458822677403, 9.798520117321459, 8.44144966290389, 1.3783882833912648] >>>>> [4696.4669180399405, 23.792863276337577, 0.6375582217801772, 35.3751097832527, 8.932021686739793, 1.321046688664262] >>>>> [8977.245176244052, 4.75058916662352, 0.4105075272494292, 175.59846597123868, 18.329062421942908, 0.5388440121768034] >>>>> [8748.753043077566, 4.078781472756212, 0.26202016130144, 159.79424497696084, 14.775386798596111, 1.992437958994093] >>>>> [8307.770987921884, 14.592555523180824, 0.3674164990047861, 222.2198513944872, 16.67922705101482, 0.9961143067946521] >>>>> [4404.276445923603, 24.19140657259095, 0.5110967810748769, 90.21983554564693, 9.35851420737073, 0.7913400051599624] >>>>> [7746.288447893089, 11.118467063546273, 0.46467587231564633, 207.24409105950696, 10.656824597647748, 1.0760286576193125] >>>>> [6578.436833052719, 6.2595182813714025, 0.754377905561328, 220.72630615075417, 14.121885867455017, 0.7029811507037103] >>>>> [1313.1074899830128, 0.9739112437104964, 0.49422558846420384, 226.95173886993905, 12.351687614028231, 0.022450585492277852] >>>>> [6081.809348275407, 18.529391046121233, 0.8506446032661048, 198.69796728247837, 4.87051256518602, 0.6193084766224131] >>>>> [7348.753534555415, 16.443127480986632, 0.7157086019184686, 142.3866518355513, 8.138779555133661, 0.6285072834660184] >>>>> [4471.088984965845, 21.22497849410766, 0.6251971469765815, 108.42228002439828, 18.47237558782694, 1.0086990607750383] >>>>> [1226.2477695485923, 9.109533051264915, 0.5247783644673975, 129.49739522473018, 14.397318195119462, 1.0077100935955727] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 /usr/lib/python3.12/site-packages/pyelectro/analysis.py:1022: RuntimeWarning: divide by zero encountered in scalar divide broadening = first_spike / mean_following_spikes Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [8538.971492664981, 13.67100991294977, 0.5018476493394528, 140.97278467028545, 16.795804144081917, 1.0821907089213572] >>>>> [6681.957175661317, 9.565009971959896, 0.9091794798600848, 105.19224583441743, 2.344620260251034, 0.42699618039632914] >>>>> [6083.767250858071, 22.036901288719175, 0.08796738447454489, 42.65942147307112, 18.411960305869876, 0.7935150786900738] >>>>> [4670.809214677683, 11.767362389926525, 0.21767123587431558, 100.50780634149905, 4.246659200092953, 0.04809089083007856] >>>>> [9317.51709274904, 27.65791474763416, 0.276748710852036, 153.44606551080514, 8.735943919950031, 0.8573610082848389] >>>>> [6366.221082911417, 14.164754324886893, 0.7892913204118843, 55.31938530682581, 13.554751612076355, 1.4011954260534323] >>>>> [9462.71552885414, 26.922496931844087, 0.7277029284562794, 13.20895121865317, 5.110134502271526, 1.4678282104867393] >>>>> [8321.651107931655, 18.983535928263038, 0.3445116865838467, 201.24848482048554, 7.224955816088965, 0.46380190278221245] pyelectro >>> WARNING PPTD failure Fitness: 2.0822254952901043 pyelectro >>> WARNING PPTD failure Fitness: 1.0686221826930162 pyelectro >>> WARNING PPTD failure Fitness: 0.03551930370253831 pyelectro >>> WARNING PPTD failure Fitness: 1.9858841227802877 pyelectro >>> WARNING PPTD failure Fitness: 1.0307963601271277 pyelectro >>> WARNING PPTD failure Fitness: 1.440710130368633 pyelectro >>> WARNING PPTD failure Fitness: 0.01028413686202545 pyelectro >>> WARNING PPTD failure Fitness: 1.8248154455270844 pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3078, 4508], 'minima_locations': [3284], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.90000000001785, 225.4000000000341], 'minima_times': [164.2000000000202], 'maxima_values': [47.084533129344365, -43.91412095364775], 'minima_values': [-67.80050097874972]} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3078, 4508], 'minima_locations': [3284], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.90000000001785, 225.4000000000341], 'minima_times': [164.2000000000202], 'maxima_values': [47.084533129344365, -43.91412095364775], 'minima_values': [-67.80050097874972]} Data is non-analysable Fitness: 16.0 pyelectro >>> WARNING PPTD failure Fitness: 0.0286389116981699 pyelectro >>> WARNING PPTD failure Fitness: 0.00866622720100707 pyelectro >>> WARNING PPTD failure Fitness: 1.949151585634135 pyelectro >>> WARNING PPTD failure Fitness: 1.9604814951085765 pyelectro >>> WARNING PPTD failure Fitness: 1.6833624635286437 pyelectro >>> WARNING PPTD failure Fitness: 0.012851407206469379 pyelectro >>> WARNING PPTD failure Fitness: 1.6361350492798103 pyelectro >>> WARNING PPTD failure Fitness: 1.0489302725243053 pyelectro >>> WARNING PPTD failure Fitness: 1.8314519735114143 pyelectro >>> WARNING PPTD failure Fitness: 2.161212115711692 pyelectro >>> WARNING PPTD failure Fitness: 1.1725167052136156 pyelectro >>> WARNING PPTD failure Fitness: 0.026683381051378352 pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3078], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [153.90000000001785], 'minima_times': [], 'maxima_values': [47.31963603224186], 'minima_values': []} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3078], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [153.90000000001785], 'minima_times': [], 'maxima_values': [47.31963603224186], 'minima_values': []} Data is non-analysable Fitness: 16.0 pyelectro >>> WARNING PPTD failure Fitness: 1.7513417015200146 pyelectro >>> WARNING PPTD failure Fitness: 1.0327068049427792 pyelectro >>> WARNING PPTD failure Fitness: 0.08449704781706446 pyelectro >>> WARNING PPTD failure Fitness: 0.054911522324180395 pyelectro >>> WARNING PPTD failure Fitness: 1.7791075761309596 pyelectro >>> WARNING PPTD failure Fitness: 1.0189887208335704 pyelectro >>> WARNING PPTD failure Fitness: 1.8242867324837408 pyelectro >>> WARNING PPTD failure Fitness: 1.7112994074373913 >>>>> Evaluating: >>>>> [5791.749599960621, 22.485800060603516, 0.8668137820774957, 14.352792378257368, 8.248618120390168, 1.0416515451009254] >>>>> [9656.284793232237, 23.61084964146649, 0, 14.61435885320342, 9.226599354164257, 2] >>>>> [6277.162212850699, 12.97796780034738, 0.7782819533651291, 184.89918788004834, 13.665802155323442, 1.3371797302701165] >>>>> [6889.622862865087, 12.867202119625524, 1, 161.7338814060076, 12.192172572107332, 1.1559410932546474] pyelectro >>> WARNING PPTD failure Fitness: 0.018980369509922324 pyelectro >>> WARNING PPTD failure Fitness: 1.8451643939459526 pyelectro >>> WARNING PPTD failure Fitness: 1.049365630677708 pyelectro >>> WARNING PPTD failure Fitness: 1.0161525104019176 >>>>> Evaluating: >>>>> [7715.423712003023, 13.795089766901334, 1, 129.71732205803252, 13.346212738112785, 1.1971720531662928] >>>>> [6545.018867074681, 13.674373871302686, 0.9572098782130647, 187.75674915846557, 16.656622992703007, 1.2862359423183924] >>>>> [6916.275128622516, 7.848187165429454, 0.5415485950500311, 209.8340421059382, 12.098432752002815, 0.6683864592512301] >>>>> [7651.778847118031, 9.817828113352013, 0.7582620816429904, 210.46413150060383, 9.706120917281789, 0.6821709043383142] pyelectro >>> WARNING PPTD failure Fitness: 1.477517261555572 pyelectro >>> WARNING PPTD failure Fitness: 1.141014750161438 pyelectro >>> WARNING PPTD failure Fitness: 1.0820905674254222 pyelectro >>> WARNING PPTD failure Fitness: 1.6722884178413673 >>>>> Evaluating: >>>>> [6409.970616908145, 6.799905054820653, 0.40562547895669476, 58.65704172540525, 14.710470972817719, 0.7393013022740987] >>>>> [6194.956846394206, 22.982366181646775, 0.6325380391511412, 171.38815337688604, 17.76144801482766, 0.7314887322608894] >>>>> [6380.441154448432, 9.503253229810474, 0.5270805514468085, 87.06148859921005, 11.64810958382878, 0.773332281488389] >>>>> [6547.518491203876, 15.3192818967189, 0.5206601218773701, 109.85958577684691, 11.200816571864134, 0.7732715555126511] pyelectro >>> WARNING PPTD failure Fitness: 1.039975946497228 pyelectro >>> WARNING PPTD failure Fitness: 2.5225340247210313 pyelectro >>> WARNING PPTD failure Fitness: 1.021037498545235 pyelectro >>> WARNING PPTD failure Fitness: 1.1343214332759672 >>>>> Evaluating: >>>>> [3989.756548949611, 24.949296408749834, 0.39181268693201304, 17.6794589251965, 10.626197770391911, 1.4383085042182124] >>>>> [4022.1793509037866, 24.17123004966283, 0, 18.977435128790567, 10.867496851635483, 2] >>>>> [6106.372178515137, 19.009593638184782, 1, 100.74817392115676, 15.574942791083277, 1.4289538771671964] >>>>> [6105.3909090927, 14.839394866311634, 1, 69.851408436163, 16.79038347093373, 1.1939069762682837] pyelectro >>> WARNING PPTD failure Fitness: 0.02730111137838165 pyelectro >>> WARNING PPTD failure Fitness: 0.1372553760855464 pyelectro >>> WARNING PPTD failure Fitness: 0.04054270135436322 pyelectro >>> WARNING PPTD failure Fitness: 0.024272949859815207 >>>>> Evaluating: >>>>> [4651.5316126511825, 19.956146883110264, 0.44739984564580887, 90.93299612432466, 4.110537659648541, 1.2933473878474198] >>>>> [4617.493608425802, 19.847524771692616, 0, 91.53854451767288, 5.473109836844746, 0.5386283612465879] >>>>> [7263.9287343879905, 14.56909301996686, 0.9018390257935307, 126.03603970017501, 9.942673894706218, 1.0110641070818418] >>>>> [7151.387092586457, 15.037724370212906, 0.11714510590986438, 116.96607284144673, 9.455383162198133, 0.24721552062821206] pyelectro >>> WARNING PPTD failure Fitness: 0.04174777325837986 pyelectro >>> WARNING PPTD failure Fitness: 0.04051977915335203 pyelectro >>> WARNING PPTD failure Fitness: 1.128375938343742 pyelectro >>> WARNING PPTD failure Fitness: 1.040848030182119 >>>>> Evaluating: Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [6565.923180477659, 14.65966642939641, 0.4280292223211871, 71.69721315395896, 12.579389332595126, 1.7930232013716219] >>>>> [4811.7057379363605, 14.696864880429898, 0.43079270561169136, 48.39432285109791, 13.193493019371507, 1.1772591738058371] >>>>> [4689.23750720649, 25.78533103766297, 0.29567336684301504, 84.20887469998145, 8.29641625686765, 1.0864372194604963] >>>>> [3994.692085629014, 22.58477636508335, 0.3847436167380034, 27.66036377021368, 6.693744811951221, 0.32776352531860126] pyelectro >>> WARNING PPTD failure Fitness: 1.1289134926297866 pyelectro >>> WARNING PPTD failure Fitness: 0.011449970173199708 pyelectro >>> WARNING PPTD failure Fitness: 0.02035576066375766 pyelectro >>> WARNING PPTD failure Fitness: 0.049348520371765514 >>>>> Evaluating: >>>>> [4646.53956079367, 19.860365214822224, 0.36951001004168066, 91.45918457165233, 6.60933185394408, 0.6469653661612076] >>>>> [4632.171073322354, 18.99568641067136, 0.35512423205628624, 91.7742532886997, 5.882736178513013, 0.5681589826116393] >>>>> [5732.358586905533, 18.214914993140322, 0.18186698415368008, 100.54530627017452, 17.839476402507135, 1.0916927523479265] >>>>> [4606.247150236147, 12.722118861274472, 1, 100.52169569630748, 6.246315861350519, 0.9934079369641119] pyelectro >>> WARNING PPTD failure Fitness: 0.0851276427622325 pyelectro >>> WARNING PPTD failure Fitness: 0.013723062646042061 pyelectro >>> WARNING PPTD failure Fitness: 0.02268371769103661 pyelectro >>> WARNING PPTD failure Fitness: 0.045388195140735665 >>>>> Evaluating: >>>>> [6083.019243280132, 19.560531764030323, 0.13691128260085528, 42.739954636183974, 16.46836646404872, 0.7824297086960874] >>>>> [5298.519314018303, 15.1883632531695, 0.28464355485661685, 47.48172624101949, 17.263473331157655, 2] >>>>> [4670.501724307587, 24.81539635006525, 1, 89.17903235877797, 6.394415024538313, 0.7819632454437524] >>>>> [4675.795816759241, 24.241317797746436, 0.37295024034416757, 88.46439689057037, 3.9833894860046573, 0.4327485947195542] pyelectro >>> WARNING PPTD failure Fitness: 0.020497410552286488 pyelectro >>> WARNING PPTD failure Fitness: 0.021343850308411683 pyelectro >>> WARNING PPTD failure Fitness: 0.012213270698423262 pyelectro >>> WARNING PPTD failure Fitness: 0.026036389138764382 >>>>> Evaluating: >>>>> [5169.463987979119, 14.87354526663683, 0.42764352537674344, 47.42988261141152, 15.156946467745362, 1.5364663300142551] >>>>> [5184.179670384044, 15.18022532321114, 0, 47.696447091704876, 13.265922616013013, 1.7634914059101603] >>>>> [5035.582555054316, 17.323893709693984, 0, 81.8241251413843, 11.051593868874932, 1.2128242933748163] >>>>> [4599.137644511448, 18.673578946159658, 1, 70.86736555768061, 15.039019214023474, 0.6723754541694422] pyelectro >>> WARNING PPTD failure Fitness: 0.034163782015546484 pyelectro >>> WARNING PPTD failure Fitness: 0.01949653126599893 pyelectro >>> WARNING PPTD failure Fitness: 0.015423042776271378 pyelectro >>> WARNING PPTD failure Fitness: 0.026247191315336704 >>>>> Evaluating: >>>>> [5794.088429841818, 17.763422781261923, 0, 93.09802174951515, 9.543454051176777, 1.178212556211197] >>>>> [5275.0039138080665, 21.530923323593058, 1, 93.53456133071444, 8.608240373839505, 1.0088853734102066] >>>>> [4362.359307594284, 18.518006610824266, 0.40680546896018016, 104.87270137507826, 18.075579174974507, 0.07041682940839666] >>>>> [4820.698677873379, 20.601761092900773, 0.26570669044702144, 100.91766119140685, 17.911974000384006, 1.0573666531389758] pyelectro >>> WARNING PPTD failure Fitness: 0.9446205206894079 pyelectro >>> WARNING PPTD failure Fitness: 0.03240806631288318 pyelectro >>> WARNING PPTD failure Fitness: 0.04146134451506012 pyelectro >>> WARNING PPTD failure Fitness: 0.023298297882869745 >>>>> Evaluating: >>>>> [5160.65762557135, 22.516637633519835, 0.45977063620723846, 85.31571878243393, 10.509267638380765, 2] >>>>> [6051.685074491782, 24.926766687777402, 0.8967835549239054, 78.2106111191103, 12.965161132363708, 0.3178760665334809] >>>>> [4746.132411918798, 17.009873772255542, 0.8564322449477328, 73.57870896826626, 11.125633847587672, 1.1051679416203406] >>>>> [4740.7805559850385, 14.70249722993308, 1, 75.90832033228824, 7.938373385539962, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.01484795543814299 pyelectro >>> WARNING PPTD failure Fitness: 0.03632992293389481 pyelectro >>> WARNING PPTD failure Fitness: 0.018612559435416842 pyelectro >>> WARNING PPTD failure Fitness: 0.01289306672092505 >>>>> Evaluating: >>>>> [4643.90852720272, 19.35913049340091, 0, 80.18637262569591, 8.335396082647792, 0.6996850248986246] >>>>> [4692.661449505264, 17.755834896526373, 0.4163240336663122, 81.07668627848663, 8.514276811318812, 1.0364453169440095] >>>>> [5687.573268445319, 17.559824031088713, 0.8860417904517282, 21.306453391411218, 11.599485706880907, 0] >>>>> [5311.975485457719, 15.577621253010998, 1, 40.97137606186091, 14.248869649050082, 0.734450573182194] pyelectro >>> WARNING PPTD failure Fitness: 0.011792920743559199 pyelectro >>> WARNING PPTD failure Fitness: 0.01334795756502849 pyelectro >>> WARNING PPTD failure Fitness: 0.020015515933823558 pyelectro >>> WARNING PPTD failure Fitness: 0.023561353657795436 >>>>> Evaluating: >>>>> [4654.799659504754, 19.22974090702304, 1, 82.32897402896899, 10.351188040878258, 1.879472008999258] >>>>> [4630.632904915769, 18.389936870497223, 0.3623341610202783, 70.1877285342282, 10.155899334686435, 2] >>>>> [4495.312370888057, 18.565433348497994, 0.42851462160954795, 49.053553909632114, 10.304708662684263, 1.8407051510568122] >>>>> [4823.29797148299, 14.20669682307831, 1, 53.49672565486892, 10.440049647446282, 1.176266506939977] pyelectro >>> WARNING PPTD failure Fitness: 0.005714135966690903 pyelectro >>> WARNING PPTD failure Fitness: 0.010387935288258543 pyelectro >>> WARNING PPTD failure Fitness: 0.01117200672337948 pyelectro >>> WARNING PPTD failure Fitness: 0.011163183260823217 >>>>> Evaluating: >>>>> [5634.531200931342, 15.660661050376811, 0.8054725966328432, 29.407676918884246, 13.002690730344534, 2] >>>>> [5512.646635832464, 15.989606129874936, 0.19906752750658196, 21.415463202804357, 12.564761441872648, 0.9685927145887656] >>>>> [4479.314127624254, 14.915636272202118, 0.5704324743007337, 51.55231136475278, 10.342651587156194, 1.3113963981277865] >>>>> [4560.557216514809, 16.24093150538618, 0.39819605881343345, 49.98068540488043, 10.069342802108816, 1.3397782880740863] pyelectro >>> WARNING PPTD failure Fitness: 0.030747798076367294 pyelectro >>> WARNING PPTD failure Fitness: 0.012327464659515841 pyelectro >>> WARNING PPTD failure Fitness: 0.018878292094178684 pyelectro >>> WARNING PPTD failure Fitness: 0.006663397561382789 >>>>> Evaluating: >>>>> [5959.891643806446, 14.225508979601324, 0, 83.94334253757684, 9.27975079141275, 0] >>>>> [5297.47922938188, 13.46271887468756, 0.6975223422324385, 86.68517796136133, 9.577788932116576, 0.462305418937458] >>>>> [5694.627161748718, 18.42500982871499, 0.4042204563212184, 16.3486226204448, 14.588480403211653, 1.0385849244297563] >>>>> [5560.724832333023, 15.75341854320289, 0.46424140744651043, 15.920380950845047, 9.851422311637885, 1.0183141559218711] pyelectro >>> WARNING PPTD failure Fitness: 0.02706479408923934 pyelectro >>> WARNING PPTD failure Fitness: 0.043832418151821484 pyelectro >>> WARNING PPTD failure Fitness: 0.01952842439299074 pyelectro >>> WARNING PPTD failure Fitness: 0.04498694811553683 >>>>> Evaluating: >>>>> [5042.667121394332, 17.06086785171286, 0.3358322678545578, 65.67069261877165, 10.058896781603547, 1.0748747774469884] >>>>> [4669.65653048203, 18.100061364849715, 0, 77.85946619422789, 10.928061568900352, 0.3969217305013133] >>>>> [4991.769543854776, 17.738274915482947, 0.7612283009106089, 78.46451276078606, 13.134885148369873, 1.102146226601427] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [5720.592159361699, 17.8544209853063, 0.339109911209722, 90.63796466013872, 10.308154540700476, 1.1004650890895644] pyelectro >>> WARNING PPTD failure Fitness: 0.03248520264980326 pyelectro >>> WARNING PPTD failure Fitness: 0.02330306088573264 pyelectro >>> WARNING PPTD failure Fitness: 0.011830386479597221 pyelectro >>> WARNING PPTD failure Fitness: 0.05039950324982989 >>>>> Evaluating: >>>>> [4805.44820763729, 18.035190198072833, 0.33327067912662844, 77.93566337743955, 11.778341348530319, 1.0907779615586142] >>>>> [4774.440488077487, 20.6262009361174, 0.8182206374700176, 80.25057936213776, 13.593005335712819, 0.8296168778035713] >>>>> [5412.258659551888, 15.750668956827097, 0.9873685861634474, 38.023601592334565, 12.84984810416132, 2] >>>>> [5386.750477416682, 17.900163651907206, 0.7869876563108247, 16.73248888421699, 12.622730903769554, 0.9800239317660154] pyelectro >>> WARNING PPTD failure Fitness: 0.03244664859281299 pyelectro >>> WARNING PPTD failure Fitness: 0.9794882539885214 pyelectro >>> WARNING PPTD failure Fitness: 0.007082991409065653 pyelectro >>> WARNING PPTD failure Fitness: 0.031031615752522224 >>>>> Evaluating: >>>>> [5222.277862050175, 16.823526570431518, 0, 37.28136417418415, 9.93656930076788, 2] >>>>> [5409.709432102837, 17.18575169058312, 0.6999608837997624, 36.388989379873834, 11.704069698502625, 1.6057443931963804] >>>>> [4816.930708332566, 18.388982912061326, 1, 52.88687922923215, 10.413388003396873, 1.58412848831298] >>>>> [4654.887252109502, 18.10772659322478, 1, 75.07840135306827, 9.519709029350715, 1.1399280437911523] pyelectro >>> WARNING PPTD failure Fitness: 0.020942303488921787 pyelectro >>> WARNING PPTD failure Fitness: 0.008076993990787873 pyelectro >>> WARNING PPTD failure Fitness: 0.005106946149659342 pyelectro >>> WARNING PPTD failure Fitness: 1.0486784288538993 >>>>> Evaluating: >>>>> [5396.515643775067, 20.282579055349466, 0.9992785303793388, 58.28590035139182, 11.47374441712456, 1.3980807770030501] >>>>> [5396.7399641189895, 18.76741556870646, 0.9890353737867661, 46.64660719326926, 7.195437131792435, 0.7608037445333888] >>>>> [4791.463755617406, 16.631404765474628, 0.2781006660482963, 82.36591096950777, 9.36136559505571, 2] >>>>> [4736.58909275494, 17.35690533583362, 0, 76.80745752620501, 10.308428208656435, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.007992806079716752 pyelectro >>> WARNING PPTD failure Fitness: 0.025645994104942393 pyelectro >>> WARNING PPTD failure Fitness: 0.0069871125101163 pyelectro >>> WARNING PPTD failure Fitness: 0.005689294298787839 >>>>> Evaluating: >>>>> [4766.719757799272, 15.810101794388038, 0, 49.88639032225787, 10.44243619628517, 0] >>>>> [4715.118472156219, 20.062822235416572, 0.7866092270090919, 75.79877099500645, 11.362947098474159, 1.239550968140887] >>>>> [4666.7891288487635, 17.793703598729994, 0.1380172186398626, 71.86858350584342, 12.012286420955164, 1.4952776065940336] >>>>> [4904.251095968541, 18.934565623600967, 1, 70.86317931285693, 13.096108071438495, 1.2672940471693985] pyelectro >>> WARNING PPTD failure Fitness: 0.04392932454937726 pyelectro >>> WARNING PPTD failure Fitness: 0.04756079666368285 pyelectro >>> WARNING PPTD failure Fitness: 0.01062837352081647 pyelectro >>> WARNING PPTD failure Fitness: 0.03727709116282174 >>>>> Evaluating: >>>>> [5233.8648596887615, 19.123808376602515, 1, 57.27119930396247, 8.780005544540616, 1.139072200171041] >>>>> [5087.409910380153, 18.847231979857433, 0, 53.381736488683465, 10.406518118688004, 1.7950528744622511] >>>>> [4757.768973663412, 16.920111803643714, 0.1678413900754092, 41.789414866848944, 10.952806439760263, 2] >>>>> [4758.925902844127, 17.508362569680987, 0.22448580167890222, 50.53701831044863, 12.723062130932934, 0.4172063572871527] pyelectro >>> WARNING PPTD failure Fitness: 0.006900257589846248 pyelectro >>> WARNING PPTD failure Fitness: 0.03205041753335036 pyelectro >>> WARNING PPTD failure Fitness: 0.0345645412890514 pyelectro >>> WARNING PPTD failure Fitness: 0.025142431245509966 >>>>> Evaluating: >>>>> [4803.240688260237, 12.556380376914012, 0, 67.29018818151198, 10.334406468506153, 1.7129031542469506] >>>>> [4748.175912491006, 17.876987772252164, 0, 71.82661576803358, 10.420627561345498, 2] >>>>> [4660.508281095623, 20.096726274575794, 1, 78.9571235892802, 9.719508262625467, 1.999236343457227] >>>>> [4648.441138728964, 17.456020267631555, 0, 76.54933885087623, 10.311703433644192, 0] pyelectro >>> WARNING PPTD failure Fitness: 0.020747427454105627 pyelectro >>> WARNING PPTD failure Fitness: 0.021446001668439907 pyelectro >>> WARNING PPTD failure Fitness: 0.004159341304513231 pyelectro >>> WARNING PPTD failure Fitness: 0.032037122291189934 >>>>> Evaluating: >>>>> [4896.090163960221, 16.774506391184108, 0.4122520086910001, 48.89760297369837, 10.80791597021626, 2] >>>>> [4815.924360678279, 17.176768667322612, 0.4596289008162865, 65.99566475886633, 10.199353917779252, 1.8402890638839704] >>>>> [4941.718050970708, 13.963981644299954, 0.4221035086639273, 86.1876055632816, 9.711570258294504, 1.8129721983942295] >>>>> [5015.672104633164, 12.085055654194313, 0, 91.92266230486997, 9.529685085454618, 1.8171929538577938] pyelectro >>> WARNING PPTD failure Fitness: 0.012395718054821758 pyelectro >>> WARNING PPTD failure Fitness: 0.005099264560971761 pyelectro >>> WARNING PPTD failure Fitness: 0.019691168786202362 pyelectro >>> WARNING PPTD failure Fitness: 0.012957876485682251 >>>>> Evaluating: >>>>> [4886.02425568628, 15.383694560965205, 0.7648056600831168, 62.340943365775914, 10.3862011612856, 1.0999527589645721] >>>>> [4911.552798262725, 15.9318302774549, 0.8400414680760269, 56.09901784023172, 8.506239679560267, 2] >>>>> [5056.8162257216, 20.759155036699738, 0.7631402546636845, 60.92964092612039, 9.073638217204955, 0.7982477923778256] >>>>> [4352.358631628568, 21.444623344346866, 0.5133519440659103, 65.08646373977798, 9.377247681982201, 0.9641976112248706] pyelectro >>> WARNING PPTD failure Fitness: 0.008671548424875497 pyelectro >>> WARNING PPTD failure Fitness: 0.016032767148637883 pyelectro >>> WARNING PPTD failure Fitness: 0.09801057126059998 pyelectro >>> WARNING PPTD failure Fitness: 0.008705649793140369 >>>>> Evaluating: >>>>> [5041.85199088284, 13.040029898316291, 0, 52.403917876542764, 9.461335987597742, 1.7359201496999839] >>>>> [5636.818271994057, 15.219292028186437, 0.9851704786518247, 81.99915070275458, 8.951483797636879, 0.37878130789732123] >>>>> [4610.572462943856, 14.349958792821138, 0.6196622160441907, 66.87876595017495, 12.15952840907806, 1.0347572189953425] >>>>> [4786.032916638457, 20.968150296028135, 0, 61.76319684140168, 10.42810303025245, 0] pyelectro >>> WARNING PPTD failure Fitness: 0.0445158795159204 pyelectro >>> WARNING PPTD failure Fitness: 0.015105015080650097 pyelectro >>> WARNING PPTD failure Fitness: 0.009345764416831881 pyelectro >>> WARNING PPTD failure Fitness: 0.030597508133689 >>>>> Evaluating: >>>>> [4809.493118243629, 25.774456952664032, 0.45061657326982074, 51.828527398408355, 10.287307255606958, 1.2933239448439573] >>>>> [4732.176580513311, 18.96628035940279, 0.6771858351826525, 37.168067650721504, 8.237712996009439, 1.2927371778654249] >>>>> [5022.014177819194, 17.827741390069416, 0.5701693937314611, 41.76305877424881, 12.82729980021361, 1.9401621019715387] >>>>> [5308.522428729466, 17.371843287475105, 0.02825873896991221, 49.32614107800542, 10.934277712814943, 1.9786456232553842] pyelectro >>> WARNING PPTD failure Fitness: 0.05486123242221552 pyelectro >>> WARNING PPTD failure Fitness: 0.038320734344302276 pyelectro >>> WARNING PPTD failure Fitness: 0.026454175913624645 pyelectro >>> WARNING PPTD failure Fitness: 0.04326519924806527 >>>>> Evaluating: >>>>> [4722.04417953919, 19.471598411130543, 0.98954098194581, 77.88643219238259, 13.020805691056804, 1.054529000328409] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [4903.961874484575, 19.232075222131982, 0.7152487240568612, 78.99762581564778, 12.113535368495162, 2] >>>>> [4865.310960888912, 18.90500480960752, 0.6738665011056092, 48.5740566311184, 8.805179364788664, 1.2200916772626664] >>>>> [4896.997069449298, 16.16547945506661, 0.32752874159417833, 50.51048884345052, 10.464526552592794, 1.1209405160966035] pyelectro >>> WARNING PPTD failure Fitness: 0.01943385012550547 pyelectro >>> WARNING PPTD failure Fitness: 0.01660304015174119 pyelectro >>> WARNING PPTD failure Fitness: 0.007431531957823312 pyelectro >>> WARNING PPTD failure Fitness: 0.02250031083197357 >>>>> Evaluating: >>>>> [4898.011985415468, 19.51777980565923, 0, 76.2337640012138, 11.737541723417532, 2] >>>>> [4890.507644752151, 15.483849648740716, 1, 78.48593258191872, 11.611458038586091, 1.9043926246316287] >>>>> [4939.165104194164, 19.32808106510502, 0.27103712225841436, 59.919955692687836, 9.000832277666964, 1.053082360872843] >>>>> [4633.869743432418, 21.291125242165222, 1, 57.27559074080069, 7.696169560941684, 1.0119099143618626] pyelectro >>> WARNING PPTD failure Fitness: 0.03991690225945266 pyelectro >>> WARNING PPTD failure Fitness: 0.02805773722439342 pyelectro >>> WARNING PPTD failure Fitness: 0.018038742094227178 pyelectro >>> WARNING PPTD failure Fitness: 0.04672901639636795 >>>>> Evaluating: >>>>> [4819.717854886402, 17.56199618289016, 1, 67.36693564348853, 11.783051597318453, 1.0356796804892634] >>>>> [5240.955945858291, 15.967919872822568, 1, 61.26337230863773, 11.656628035572702, 2] >>>>> [4815.924360678279, 17.176768667322612, 0.9283611200207519, 65.73169375299592, 10.199353917779252, 1.8402890638839704] >>>>> [4817.199669705742, 17.176768667322612, 0.4596289008162865, 65.86958248122299, 9.418641719342773, 1.8209205612196784] pyelectro >>> WARNING PPTD failure Fitness: 0.02788298416937529 pyelectro >>> WARNING PPTD failure Fitness: 0.007689748966139054 pyelectro >>> WARNING PPTD failure Fitness: 0.008744531079964313 pyelectro >>> WARNING PPTD failure Fitness: 0.00885286856696288 >>>>> Evaluating: >>>>> [4871.528188227375, 18.48982638320884, 0.9999706640436102, 58.34385170687474, 10.591099655336764, 1.3814235316302819] >>>>> [5257.42690035357, 19.108163452592457, 0.1878443312383684, 53.222961141586644, 11.273771739158036, 1.438061256968589] >>>>> [4715.130207555262, 19.778328031949144, 1.0, 58.31150691104309, 9.729955275773428, 1.5628275338471704] >>>>> [4674.9240169575905, 18.854411440972125, 1.0, 56.32130536725008, 10.2898978925342, 1.5625722246293379] pyelectro >>> WARNING PPTD failure Fitness: 0.012537615328340301 pyelectro >>> WARNING PPTD failure Fitness: 0.008799869306013508 pyelectro >>> WARNING PPTD failure Fitness: 0.022703048898637834 pyelectro >>> WARNING PPTD failure Fitness: 0.020919304189503274 >>>>> Evaluating: >>>>> [4747.715505690943, 24.344246603771655, 0.5931155442020636, 61.76725463867434, 8.095553832115709, 1.9092072749291993] >>>>> [4787.850943364647, 23.38677838259706, 0.7452753742943501, 54.81214942469634, 7.452323246608973, 1.328196692910644] >>>>> [4816.930708332566, 18.388982912061326, 1.0, 51.51719012108606, 10.413388003396873, 0.369105768117455] >>>>> [4816.930708332566, 18.013252590815977, 1, 54.800944990131015, 10.973969346959386, 1.58412848831298] pyelectro >>> WARNING PPTD failure Fitness: 0.04991334549077442 pyelectro >>> WARNING PPTD failure Fitness: 0.016368899623310673 pyelectro >>> WARNING PPTD failure Fitness: 0.016444164705149977 pyelectro >>> WARNING PPTD failure Fitness: 0.036854063623535604 >>>>> Evaluating: >>>>> [4796.644247652862, 17.42240459899894, 0, 50.95188849583745, 10.40493912015864, 0.8267783101763715] >>>>> [4822.017758925272, 18.59738844262793, 1, 50.31156966845238, 11.263540148709103, 0.8386369171602064] >>>>> [5112.265647836904, 21.07484557177599, 0.2229776727922591, 62.697693952306516, 10.572339445070194, 2] >>>>> [4695.973153354614, 19.71414372769129, 0.1873779874543973, 76.9574454116479, 10.418956902212425, 1.6832211518275066] pyelectro >>> WARNING PPTD failure Fitness: 0.013965671504319599 pyelectro >>> WARNING PPTD failure Fitness: 0.01300145004068376 pyelectro >>> WARNING PPTD failure Fitness: 0.054785410767214104 pyelectro >>> WARNING PPTD failure Fitness: 0.03785422492834267 >>>>> Evaluating: >>>>> [4850.894670109736, 18.698070431782515, 1, 50.556735231114445, 10.919132207448163, 0.7354635684221228] >>>>> [4860.615763771568, 18.457848558401835, 0.7051257575415203, 50.95831458159365, 9.88049173638667, 0.7108748283962354] >>>>> [4657.492228176217, 18.88793847479597, 0.4383131377396339, 55.134348829660674, 11.242775894869954, 2] >>>>> [4593.601709578668, 17.575872802954443, 0.4601546963012245, 54.890819828232836, 11.87220158703451, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.012583035085887873 pyelectro >>> WARNING PPTD failure Fitness: 0.01655124330554769 pyelectro >>> WARNING PPTD failure Fitness: 0.01784865367404398 pyelectro >>> WARNING PPTD failure Fitness: 0.006274273712136846 >>>>> Evaluating: >>>>> [4957.312161959788, 18.725975002817567, 0, 49.31955816883476, 10.57438873547235, 1.3383330014258417] >>>>> [5203.163569328073, 18.893396947856584, 1, 47.40159184859394, 10.745199691705016, 1.4575730061417573] >>>>> [5409.709432102837, 18.575858969186513, 0.5357875043658025, 36.388989379873834, 11.704069698502625, 1.6057443931963804] >>>>> [5409.709432102837, 17.835356760883272, 0.6999608837997624, 36.92807305790518, 11.704069698502625, 1.8031507934831654] pyelectro >>> WARNING PPTD failure Fitness: 0.023074682651916367 pyelectro >>> WARNING PPTD failure Fitness: 0.021892869220715205 pyelectro >>> WARNING PPTD failure Fitness: 0.00995043011139074 pyelectro >>> WARNING PPTD failure Fitness: 0.01586052797244042 >>>>> Evaluating: >>>>> [4748.111642541531, 19.113910975745355, 0.5930371681992646, 38.725472636156056, 8.378273396752157, 2] >>>>> [4726.664593959488, 19.3659362073977, 1, 55.357229318759195, 9.08639728298538, 1.4350418944853869] >>>>> [4855.439161649215, 18.923011801620834, 0.7133323087149761, 61.01282105690037, 9.311575292676732, 1.2479825311240025] >>>>> [4864.975584280929, 17.362289841857297, 0.3725290653477721, 84.13292024440412, 9.793975573712858, 1.4941479468707555] pyelectro >>> WARNING PPTD failure Fitness: 0.0041363025446927715 pyelectro >>> WARNING PPTD failure Fitness: 0.01547098915044598 pyelectro >>> WARNING PPTD failure Fitness: 0.024947992877861203 pyelectro >>> WARNING PPTD failure Fitness: 0.015490088919545952 >>>>> Evaluating: >>>>> [4900.949979636943, 15.354243832973367, 1, 50.7494297475096, 11.824358525880307, 0.7104706663572882] >>>>> [4875.956059603155, 14.64550217631119, 0.7120496484023253, 48.10401916179486, 12.391626693942548, 1.5192931343225151] >>>>> [4798.33038806697, 15.782499079547748, 1.0, 71.15880706920564, 11.773072907550969, 2] >>>>> [4640.440821147391, 17.963034750167584, 1, 77.45091840115442, 11.089031526445178, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.03176387440644124 pyelectro >>> WARNING PPTD failure Fitness: 0.0409678087731189 pyelectro >>> WARNING PPTD failure Fitness: 0.012559698298431288 pyelectro >>> WARNING PPTD failure Fitness: 0.13830329062811886 >>>>> Evaluating: >>>>> [4786.925117811932, 16.497798989095685, 0, 71.17534009483862, 11.550172823754082, 2] >>>>> [4874.412312777719, 15.434763154862667, 1, 73.2564342831449, 11.473997470958887, 2.0] >>>>> [4932.886917266897, 19.0938346654181, 1.0, 79.78692477825086, 9.862310606598571, 1.209326739458763] >>>>> [4763.461827856451, 17.861092972071226, 1.0, 71.94154884594053, 9.510768064424266, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.02163546261205651 pyelectro >>> WARNING PPTD failure Fitness: 0.04209606595303694 pyelectro >>> WARNING PPTD failure Fitness: 0.03179358424117673 pyelectro >>> WARNING PPTD failure Fitness: 0.010018450895012743 >>>>> Evaluating: Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [4886.551500011242, 15.741843213824481, 1, 73.92622028177863, 10.028679831907368, 2] >>>>> [4890.883066076265, 17.661435132752153, 0, 68.12109176638747, 9.587968815627624, 1.1868071773661988] >>>>> [4806.21301647995, 16.82493191440621, 0.39119132021801717, 69.2611808859002, 8.45574385321876, 1.3885078665111117] >>>>> [4818.485575918617, 17.395012297754683, 0, 56.88836468870686, 9.418706968076261, 1.615104833524029] pyelectro >>> WARNING PPTD failure Fitness: 0.007182101229709192 pyelectro >>> WARNING PPTD failure Fitness: 0.012662203147259743 pyelectro >>> WARNING PPTD failure Fitness: 0.028102139520718494 pyelectro >>> WARNING PPTD failure Fitness: 0.07880871430517267 >>>>> Evaluating: >>>>> [4772.462111841333, 17.171518641754428, 0.6951164366417194, 74.38999903337303, 11.277513799712342, 2] >>>>> [4731.52522153547, 15.087089904793183, 0, 74.02360649028024, 10.046414954333978, 1.4681259125084076] >>>>> [4891.1293179195045, 17.62025268525948, 0.5343301515881066, 67.93431290877369, 9.467511994441, 1.9381694462024677] >>>>> [4887.560594067554, 16.232502451605995, 1, 71.41143540211748, 9.857286737386703, 1.4222708487390872] pyelectro >>> WARNING PPTD failure Fitness: 0.004907295662265665 pyelectro >>> WARNING PPTD failure Fitness: 0.05304082167476132 pyelectro >>> WARNING PPTD failure Fitness: 0.020690153028707137 pyelectro >>> WARNING PPTD failure Fitness: 0.01579571210820574 >>>>> Evaluating: >>>>> [4748.351359810873, 18.81717246891577, 0.6650398101569703, 77.16990504309274, 8.799386156301056, 2.0] >>>>> [4756.096414573906, 18.197718201539523, 0, 40.123115739263696, 7.324696891030593, 1.9956598274437487] >>>>> [4868.7847180907165, 18.8391136959997, 0.7551915834300541, 52.29296430771366, 8.297105342824274, 2] >>>>> [4863.314169368339, 19.03750579861441, 1, 48.39013947565825, 8.767472286666706, 1.507588608005729] pyelectro >>> WARNING PPTD failure Fitness: 0.007159135230227154 pyelectro >>> WARNING PPTD failure Fitness: 0.008771304672352653 pyelectro >>> WARNING PPTD failure Fitness: 0.009287887845103038 pyelectro >>> WARNING PPTD failure Fitness: 0.0051860574028037565 >>>>> Evaluating: >>>>> [4662.280889604144, 19.65057607970845, 1, 70.67286881713359, 11.755132461123669, 1.9995234288028743] >>>>> [4623.733655624622, 19.05294120307393, 0.6081316530394809, 79.22829448005116, 9.344165206846023, 2] >>>>> [4875.382748193731, 19.816452487110336, 1, 81.78200083167278, 9.805561456649224, 2] >>>>> [5103.63173894364, 16.084782873057858, 0.5505637830117094, 63.24985177513655, 10.60610757744877, 1.8833656207026999] pyelectro >>> WARNING PPTD failure Fitness: 0.009481298576533681 pyelectro >>> WARNING PPTD failure Fitness: 0.035834567031243214 pyelectro >>> WARNING PPTD failure Fitness: 0.010782248105096648 pyelectro >>> WARNING PPTD failure Fitness: 0.024843786522163125 >>>>> Evaluating: >>>>> [4738.869653633272, 17.864886373057598, 0.7468995522183223, 70.91851034582999, 8.899304669667401, 1.9387432922099952] >>>>> [4676.324076007913, 19.18473888132258, 0.07169047426023911, 84.38863524395416, 8.567433574774824, 1.869688529887389] >>>>> [4782.590587839358, 18.731733834392482, 0.9771721562819893, 66.71765300308242, 9.765528613801749, 1.744147254736969] >>>>> [4812.378765735625, 18.690324670705795, 0.942027199718274, 67.17686397467222, 9.546720828050582, 1.9229768782022119] pyelectro >>> WARNING PPTD failure Fitness: 0.025426017871940987 pyelectro >>> WARNING PPTD failure Fitness: 0.005725966952135897 pyelectro >>> WARNING PPTD failure Fitness: 0.028486481871628944 pyelectro >>> WARNING PPTD failure Fitness: 0.00266526372448761 >>>>> Evaluating: >>>>> [4821.071221450583, 16.702297850332425, 1, 82.59814144676334, 8.697351627113573, 2] >>>>> [4722.511927245725, 16.204521225259143, 1, 85.37981034863037, 9.728829104651407, 0.569834210461623] >>>>> [4777.02232247713, 17.506727125553653, 0.8657489147391884, 72.28139587287421, 10.7801362321323, 1.8544710480116464] >>>>> [4778.5442428618635, 17.158305689361338, 1, 59.75576506506581, 10.36458800840313, 1.6004833925649962] pyelectro >>> WARNING PPTD failure Fitness: 0.02514055168255025 pyelectro >>> WARNING PPTD failure Fitness: 0.011620647450956367 pyelectro >>> WARNING PPTD failure Fitness: 0.07554227429676441 pyelectro >>> WARNING PPTD failure Fitness: 0.018326414168321148 >>>>> Evaluating: >>>>> [5245.3694711229, 17.16603509670467, 0.41771861755729023, 47.767199271291176, 9.217373057215722, 1.5843440680680594] >>>>> [5387.8753392733715, 17.333168029843794, 1, 82.15854670833245, 12.225149181621727, 0] >>>>> [4758.328419224039, 17.991876800306784, 0.9434903807229429, 49.824681639877596, 10.836530771225432, 2] >>>>> [5087.904904925427, 17.198444848101648, 1, 50.680886994356534, 10.793878866358698, 1.6074699711273412] pyelectro >>> WARNING PPTD failure Fitness: 0.0055697254053191925 pyelectro >>> WARNING PPTD failure Fitness: 0.033768870928938766 pyelectro >>> WARNING PPTD failure Fitness: 0.008462955608853462 pyelectro >>> WARNING PPTD failure Fitness: 0.017245628639405708 >>>>> Evaluating: >>>>> [4692.950841989327, 18.80956550188974, 0.9858853985390807, 68.69767075595573, 10.053223024941573, 1.9219173449807447] >>>>> [4735.738482868221, 19.01285527701303, 0.9785099546306861, 69.38792070373617, 10.004535882050245, 0.6615364246505395] >>>>> [4636.493643545141, 17.996935095558946, 0.7669206874627985, 53.61881813767437, 10.32458097163196, 0.2192709081781985] >>>>> [4683.114947590107, 16.79892677757656, 0.7482362395885671, 54.75613171510566, 8.93092285782996, 1.788625081989837] pyelectro >>> WARNING PPTD failure Fitness: 0.0235320554346079 pyelectro >>> WARNING PPTD failure Fitness: 0.013166201424473112 pyelectro >>> WARNING PPTD failure Fitness: 0.9185558060909064 pyelectro >>> WARNING PPTD failure Fitness: 0.015099475995776102 >>>>> Evaluating: >>>>> [4623.355695064304, 17.290412383832116, 0.6963526659887631, 55.361263732417285, 11.916310287336634, 1.3625021930216565] >>>>> [4690.9184618017, 17.365349583375206, 0.054823958476220624, 70.34462675465234, 13.279584720539344, 0.8113570340442862] >>>>> [4815.248479407456, 19.1044601460989, 0.8116819365929474, 61.52254484864763, 9.415701177582585, 1.6480372150216367] >>>>> [4810.643151255247, 17.79278108800444, 1, 63.90214840720187, 11.063258520504368, 1.1654517341386041] pyelectro >>> WARNING PPTD failure Fitness: 0.033558256186049684 pyelectro >>> WARNING PPTD failure Fitness: 0.02849666997161604 pyelectro >>> WARNING PPTD failure Fitness: 0.0748495449748996 pyelectro >>> WARNING PPTD failure Fitness: 0.014048085480633854 >>>>> Evaluating: >>>>> [5026.972709060124, 18.543641251840548, 0.5117302402329102, 79.1861025013267, 10.435374125562294, 1.2091249676658002] >>>>> [5048.0268890349, 19.59124460054098, 1.0, 77.23151544250527, 9.5074684355322, 2] >>>>> [5236.95824354417, 16.99205534151769, 0.4287845500349217, 64.99693992429253, 9.363080104129983, 1.9152041260918768] >>>>> [5150.432990564334, 17.211886423812636, 0, 49.02684519433181, 10.512524412056191, 1.7465237749312674] pyelectro >>> WARNING PPTD failure Fitness: 0.007549467635679874 pyelectro >>> WARNING PPTD failure Fitness: 0.005402460447611612 pyelectro >>> WARNING PPTD failure Fitness: 1.0064567662633874 pyelectro >>> WARNING PPTD failure Fitness: 0.01381761599403264 >>>>> Evaluating: >>>>> [4862.838339257403, 17.77386231680108, 0.6251884407908146, 52.60443623930305, 8.945244131912146, 2] >>>>> [4861.0057760005875, 17.377116616580324, 0.48639627976430544, 46.88757901642021, 10.023198596784379, 2] >>>>> [4862.770779271593, 19.03750579861441, 0.836100738171387, 47.34998986245312, 8.767472286666706, 2] >>>>> [4863.363933923784, 19.03750579861441, 1.0, 48.39013947565825, 8.767472286666706, 1.507588608005729] pyelectro >>> WARNING PPTD failure Fitness: 0.009038576242455187 pyelectro >>> WARNING PPTD failure Fitness: 0.06015003466825852 pyelectro >>> WARNING PPTD failure Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Fitness: 0.0178586580139507 pyelectro >>> WARNING PPTD failure Fitness: 0.0051877655993557426 >>>>> Evaluating: >>>>> [4596.964052908336, 17.220795709371043, 0.5309094060019811, 69.00631226615599, 10.285232620920599, 1.7705970258653712] >>>>> [4650.64059551849, 18.44878743338584, 0.6949726837233761, 64.70435211493105, 10.280144943548944, 1.2920936984435956] >>>>> [4875.77204031544, 16.52798982280121, 1, 45.022319801524674, 10.26450903318379, 1.7917609124025335] >>>>> [4884.3846868608, 16.209412386935785, 1, 43.305348058194305, 13.603663455733717, 1.3833602301346961] pyelectro >>> WARNING PPTD failure Fitness: 0.01868611471109105 pyelectro >>> WARNING PPTD failure Fitness: 0.9206442451761333 pyelectro >>> WARNING PPTD failure Fitness: 0.0035972887115834906 pyelectro >>> WARNING PPTD failure Fitness: 0.012673793172298553 >>>>> Evaluating: >>>>> [4846.179263566361, 18.075670274603816, 1, 44.34493116910635, 13.012414836921808, 2] >>>>> [4810.36441826808, 16.769037972784407, 0.9951055742294013, 66.51345596220195, 11.725603813532306, 0.7964486880473872] >>>>> [4989.254162683206, 17.501589048508635, 0.925320414684283, 73.69012927086557, 9.120944105025739, 2.0] >>>>> [5212.921627732001, 18.95598358915731, 0.9696192832929846, 73.36157202589608, 11.605337907457903, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.9617123182283414 pyelectro >>> WARNING PPTD failure Fitness: 0.09833712959758067 pyelectro >>> WARNING PPTD failure Fitness: 0.0635281249453743 pyelectro >>> WARNING PPTD failure Fitness: 0.014664447687564364 >>>>> Evaluating: >>>>> [5155.036755865014, 18.0364576136705, 0.9742771057450292, 70.78706485977908, 9.443221429733123, 1.7963765512090437] >>>>> [4800.512651980161, 17.191664085854693, 0.7593853098485643, 82.90889383285813, 10.188503322490503, 1.3759791492034763] >>>>> [5208.494116350988, 17.1995774316776, 0.6615033236022667, 47.25172414219715, 12.161163532073234, 2] >>>>> [4856.326987130313, 16.917479001321606, 0, 57.46720725416972, 8.510478571045676, 1.5756352863762053] pyelectro >>> WARNING PPTD failure Fitness: 0.12812742471005323 pyelectro >>> WARNING PPTD failure Fitness: 0.007053940750397669 pyelectro >>> WARNING PPTD failure Fitness: 0.005793041803372367 pyelectro >>> WARNING PPTD failure Fitness: 0.014489857895445879 >>>>> Evaluating: >>>>> [4934.081047819304, 19.028145375079085, 0.5871994661569641, 86.35934982970977, 10.6933696199756, 1.9301430306863196] >>>>> [4803.702759074643, 19.910210077352474, 0.11579987694018994, 56.7461774805346, 8.65100280553795, 2] >>>>> [4741.891063486303, 19.172406148700027, 0.8756477903833981, 78.60249774038525, 10.29691591542527, 1.7611547604975386] >>>>> [4712.064902343829, 19.46961996182508, 0.9331061164325742, 80.00863934927277, 8.67384933067671, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.05269367713415696 pyelectro >>> WARNING PPTD failure Fitness: 0.023048378670277092 pyelectro >>> WARNING PPTD failure Fitness: 0.041465979872732484 pyelectro >>> WARNING PPTD failure Fitness: 0.05236222165611781 >>>>> Evaluating: >>>>> [4731.871896730972, 19.53979455865558, 0.4915350843547053, 77.67495371397493, 9.6203418130777, 1.9234643092680659] >>>>> [4812.440521002484, 19.160376070338653, 0.9871432663834517, 71.76057767205185, 10.032425750339774, 1.0650411948207472] >>>>> [4856.370297883066, 16.407760462055318, 0.9868154698593632, 74.2418544841462, 9.646787735499899, 2.0] >>>>> [4842.830208025961, 16.800837008652962, 1, 75.31384683303104, 10.572290037204535, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.05669074346684844 pyelectro >>> WARNING PPTD failure Fitness: 0.9197822174316923 pyelectro >>> WARNING PPTD failure Fitness: 0.03683569915501117 pyelectro >>> WARNING PPTD failure Fitness: 0.008560604978039787 >>>>> Evaluating: >>>>> [4897.135888825868, 18.76848081009289, 1, 60.218924547278796, 9.600389574776624, 1.4449410865661645] >>>>> [5137.887441232441, 19.03659587396347, 0.9947509968558998, 67.36086973202136, 9.189152732970369, 2] >>>>> [4646.334968608136, 16.588107208967827, 1.0, 50.75797628588984, 9.927112908152415, 1.6385650715809155] >>>>> [4683.964746775986, 16.86608003572618, 0.8048175091869086, 56.032334052860755, 11.041740242628643, 1.5013932048289313] pyelectro >>> WARNING PPTD failure Fitness: 0.045295087583571925 pyelectro >>> WARNING PPTD failure Fitness: 0.014542347195532934 pyelectro >>> WARNING PPTD failure Fitness: 0.009613462982758003 pyelectro >>> WARNING PPTD failure Fitness: 0.008761951746306895 >>>>> Evaluating: >>>>> [4879.8155060354575, 16.39667671897146, 1.0, 50.47349179938412, 12.546139518009422, 1.5818832250441675] >>>>> [4873.157737484159, 18.107552951998702, 1.0, 44.802587324147716, 10.262824320000362, 1.4550809284581505] >>>>> [4748.557025324091, 18.81717246891577, 0.6650398101569703, 77.16990504309274, 8.799386156301056, 2] >>>>> [4748.351359810873, 19.30045490407507, 0.6650398101569703, 77.16990504309274, 8.799386156301056, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.08200655411026958 pyelectro >>> WARNING PPTD failure Fitness: 0.02112896546554588 pyelectro >>> WARNING PPTD failure Fitness: 0.006652193040180943 pyelectro >>> WARNING PPTD failure Fitness: 0.015861039257056953 >>>>> Evaluating: >>>>> [4844.689799631203, 18.658848379845395, 0.5311972838096951, 73.99273427375441, 9.196300886473983, 1.9914223195390024] >>>>> [4741.20046403849, 18.595352950100626, 0.6525478511730406, 78.30432264645775, 10.0656835115953, 1.2768444747520653] >>>>> [5005.677065780553, 17.389682152166724, 1, 75.96818616938371, 9.621679259638771, 1.2654635165441561] >>>>> [4897.542824465313, 19.571434323670502, 0.7632838128340308, 77.55237645848045, 9.588115811821858, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.013660351134316295 pyelectro >>> WARNING PPTD failure Fitness: 0.04811951991070562 pyelectro >>> WARNING PPTD failure Fitness: 0.014991174856086142 pyelectro >>> WARNING PPTD failure Fitness: 0.00662942618715423 >>>>> Evaluating: >>>>> [4856.046513986299, 18.862818151645357, 0.99323353834848, 65.44697887204038, 9.161754441813306, 1.7010232820419375] >>>>> [4846.551038439717, 19.014062003409084, 0.9545507277375616, 49.06896244888321, 8.899390776217276, 1.9502344482166172] >>>>> [4680.87246760135, 19.793131484098687, 1.0, 76.07325380380827, 9.29634498525241, 0.8482906915846071] >>>>> [4678.420124600854, 18.050784097273667, 0.6511239118997997, 72.76951767589813, 8.89848653826879, 1.7721437730073373] pyelectro >>> WARNING PPTD failure Fitness: 0.007306458282730577 pyelectro >>> WARNING PPTD failure Fitness: 0.028425593278788686 pyelectro >>> WARNING PPTD failure Fitness: 0.020128477285639157 pyelectro >>> WARNING PPTD failure Fitness: 0.01888144512852208 >>>>> Evaluating: >>>>> [4610.090383405685, 18.27639071469679, 0.48033815015212067, 71.43372992527361, 9.405406187445438, 2.0] >>>>> [4553.158691019869, 15.513264310490914, 0.3052006385884388, 54.22480302530069, 9.407629635078832, 2.0] >>>>> [4762.382060526771, 18.111195940268626, 0.448195647423364, 72.98799763886035, 9.131153468599576, 1.9702574318429826] >>>>> [4754.902460336116, 18.965681213615966, 0.8081620653023867, 69.89237892525057, 8.702225947732058, 1.9423980748754137] pyelectro >>> WARNING PPTD failure Fitness: 0.008207315377201874 pyelectro >>> WARNING PPTD failure Fitness: 0.020211851486680033 pyelectro >>> WARNING PPTD failure Fitness: 0.007295744265443327 pyelectro >>> WARNING PPTD failure Fitness: 0.004777013172629574 >>>>> Evaluating: >>>>> [4810.198568460897, 18.388262002412272, 1, 48.17762390479928, 10.083785186780032, 1.6705852157832872] >>>>> [4791.789474673067, 18.57513808083451, 0, 49.22143143410496, 9.855782379087202, 1.6120078655294936] >>>>> [4843.346507253936, 18.19299688754041, 0.8503707251868926, 62.68660997808324, 8.697325729074207, 1.5978218246728746] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [4753.525177704755, 18.9852288839512, 0.8910735926857862, 47.97623859000267, 8.960701558312183, 1.6497260725206497] pyelectro >>> WARNING PPTD failure Fitness: 0.013301641330625946 pyelectro >>> WARNING PPTD failure Fitness: 0.036748791111284373 pyelectro >>> WARNING PPTD failure Fitness: 0.01138987360610566 pyelectro >>> WARNING PPTD failure Fitness: 0.015132577329161734 >>>>> Evaluating: >>>>> [4732.356488219195, 19.659791978190693, 0.9554683028083998, 78.42211496868765, 9.570258176013327, 1.9365810688863623] >>>>> [4719.7177914378735, 18.85472411086046, 1, 70.1055893412207, 9.631885846246577, 2] >>>>> [4816.482991795903, 19.437929718028787, 0.07434165676134274, 53.05146883730506, 7.4820476272250165, 1.705782793089321] >>>>> [4816.770358267709, 18.38605611364571, 0.9618445845882356, 60.333263078914655, 9.727155374791888, 0.9579489313282553] pyelectro >>> WARNING PPTD failure Fitness: 0.025295842245597888 pyelectro >>> WARNING PPTD failure Fitness: 0.015014639138916208 pyelectro >>> WARNING PPTD failure Fitness: 0.00820577884796081 pyelectro >>> WARNING PPTD failure Fitness: 0.012606268312104318 >>>>> Evaluating: >>>>> [4842.9209012668, 16.80861545058967, 1, 46.28090090983291, 10.381619804885156, 1.6454822515340466] >>>>> [4837.260347066874, 15.924597292575898, 1.0, 45.542695310338026, 10.382277880171229, 0] >>>>> [4979.445960830231, 19.070602265069425, 0, 45.94046719838603, 9.477260751529869, 1.5920713459214533] >>>>> [4926.518093660698, 19.552440205119325, 0.159416010541789, 70.30996161460837, 8.666963571909383, 1.8734674619894647] pyelectro >>> WARNING PPTD failure Fitness: 0.028623820468290706 pyelectro >>> WARNING PPTD failure Fitness: 0.024298263574519696 pyelectro >>> WARNING PPTD failure Fitness: 1.028053069916203 pyelectro >>> WARNING PPTD failure Fitness: 0.0227172617069219 >>>>> Evaluating: >>>>> [4733.094644281327, 18.016550784480284, 0.2604483403471157, 69.14899980046934, 9.6232668400447, 2] >>>>> [4761.374488097311, 19.03287261380432, 0.6061038117811354, 69.80504597974934, 9.07298842688494, 1.8992267601812607] >>>>> [5188.022494438915, 17.229771133983483, 0.3669309477976047, 78.2884973685482, 8.788328013299356, 1.953778543928237] >>>>> [4919.319909588011, 17.346889513989527, 0.3494806251138462, 61.325024058949865, 10.862379434184367, 1.5925940197891009] pyelectro >>> WARNING PPTD failure Fitness: 0.020401326429254407 pyelectro >>> WARNING PPTD failure Fitness: 0.05159790510622564 pyelectro >>> WARNING PPTD failure Fitness: 0.012461851964455817 pyelectro >>> WARNING PPTD failure Fitness: 0.00955304160490289 >>>>> Evaluating: >>>>> [4728.415999784544, 18.838874180862888, 1, 75.92268746630945, 10.349079920103057, 1.6955563534471705] >>>>> [4818.122037900621, 19.8220603127005, 1.0, 75.53580701204882, 8.532304411845717, 1.1486973103753821] >>>>> [4914.258188549014, 19.07604198587205, 0.7583922371423618, 78.23002310034758, 11.007579061318609, 2.0] >>>>> [5027.214825484011, 17.27846145201768, 0, 74.11173401026157, 9.922727277764915, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.011633752841995304 pyelectro >>> WARNING PPTD failure Fitness: 0.005869157394076008 pyelectro >>> WARNING PPTD failure Fitness: 0.022322487618347764 pyelectro >>> WARNING PPTD failure Fitness: 0.012353811819745264 >>>>> Evaluating: >>>>> [4923.649108118644, 19.067499057864342, 1, 59.895644520384224, 9.031496993378557, 1.945913418294463] >>>>> [4848.805553161459, 19.250835587356068, 1, 57.343962692936806, 9.298571861240442, 1.6657863394085084] >>>>> [4973.767482745472, 19.065733574079495, 0.369457880209596, 49.5258107416897, 9.809692795663864, 2] >>>>> [4956.754488563298, 15.773288507614025, 1, 50.39304922759779, 9.47146240638131, 0.18653775334803013] pyelectro >>> WARNING PPTD failure Fitness: 0.021238473133752045 pyelectro >>> WARNING PPTD failure Fitness: 0.03118711413688613 pyelectro >>> WARNING PPTD failure Fitness: 0.08354567756429288 pyelectro >>> WARNING PPTD failure Fitness: 0.018243621249481312 >>>>> Evaluating: >>>>> [4937.0486853774955, 18.167660620472162, 0, 63.95335536920799, 9.672891062749066, 0.3414029458490777] >>>>> [4875.255357272476, 16.942819375720905, 0.9783246282358811, 57.70718389043689, 10.13181129862416, 1.6454399907183268] >>>>> [4835.864782406036, 19.07071723261146, 0.9588290133836189, 62.434709709762274, 8.785501419865286, 2] >>>>> [4820.866844000092, 19.01601157033835, 0.20293789248484684, 67.58327299513483, 10.325559161446439, 1.5722626373284154] pyelectro >>> WARNING PPTD failure Fitness: 0.021565828617396643 pyelectro >>> WARNING PPTD failure Fitness: 0.010669617533518472 pyelectro >>> WARNING PPTD failure Fitness: 0.009273841367722024 pyelectro >>> WARNING PPTD failure Fitness: 0.008653691768443994 >>>>> Evaluating: >>>>> [4616.71173064168, 16.717143145217126, 1, 48.88480287084681, 11.46972945629585, 1.8795919652857012] >>>>> [4605.434953223377, 15.619123270121879, 0, 51.627263567069654, 10.365671884317429, 0.6119537840259788] >>>>> [5111.295902948547, 16.04962138246727, 0.9075278684534314, 37.2907553204481, 8.071676948242018, 0.9878564369863521] >>>>> [4897.706085125028, 17.55500759017511, 0.8545203106173858, 73.04481888725002, 9.079250277003288, 1.999825323727316] pyelectro >>> WARNING PPTD failure Fitness: 0.01689440018795596 pyelectro >>> WARNING PPTD failure Fitness: 0.03228693461850707 pyelectro >>> WARNING PPTD failure Fitness: 0.01553709662397973 pyelectro >>> WARNING PPTD failure Fitness: 0.037909155113737714 >>>>> Evaluating: >>>>> [4747.737103229861, 18.327876455269557, 0.3883611133892462, 82.92502461332352, 8.052246855726183, 1.9771300552725437] >>>>> [4705.3409790040105, 19.1622546127863, 0, 63.588784272294234, 6.5896936255424485, 2] >>>>> [4815.4505947202015, 18.34663907092189, 0, 58.38055757806708, 9.412967179301432, 2] >>>>> [4864.971500153404, 18.826180480246578, 0.942383372205194, 68.01997846054266, 9.685116924959269, 1.7995515855463782] pyelectro >>> WARNING PPTD failure Fitness: 0.002979849445790883 pyelectro >>> WARNING PPTD failure Fitness: 0.027617058460877697 pyelectro >>> WARNING PPTD failure Fitness: 0.026932707206553386 pyelectro >>> WARNING PPTD failure Fitness: 0.02927437738683958 >>>>> Evaluating: >>>>> [4818.468327278712, 18.952461863009965, 0.41039647726486805, 67.16274496232397, 9.68733844364747, 1.7578335290311866] >>>>> [4836.431208425472, 18.43776183069676, 0.7426092856892407, 52.80088930372601, 9.092576989199575, 2] >>>>> [4696.632557029815, 19.282668168399052, 0.6579007119830675, 76.11140084377779, 11.066816288415263, 1.9997042427472367] >>>>> [4679.65099086913, 21.04361975738648, 0.7575744864823415, 79.35116737353708, 8.203982967615328, 1.1753517484747693] pyelectro >>> WARNING PPTD failure Fitness: 0.008095039939442716 pyelectro >>> WARNING PPTD failure Fitness: 0.015955347686717913 pyelectro >>> WARNING PPTD failure Fitness: 0.01220248530807766 pyelectro >>> WARNING PPTD failure Fitness: 0.04656973905231576 >>>>> Evaluating: >>>>> [5029.1259132171535, 16.85587421898187, 0.9833983345433469, 72.93246860984995, 9.549791070712942, 2] >>>>> [4992.105640020906, 18.775708511288773, 0.9800354890208528, 65.1779433577681, 9.51043881793398, 1.9424541835625433] >>>>> [4674.666434802296, 19.49073312577479, 0.8765774284723173, 83.46919775470496, 8.02285185845445, 0] >>>>> [4708.222319630393, 18.9223615183998, 0.06266241573524475, 82.81243927572564, 8.088858611113087, 1.8956765869877144] pyelectro >>> WARNING PPTD failure Fitness: 0.015019090572702676 pyelectro >>> WARNING PPTD failure Fitness: 0.10004327434828364 pyelectro >>> WARNING PPTD failure Fitness: 0.019798742877331965 pyelectro >>> WARNING PPTD failure Fitness: 0.030615698730434238 >>>>> Evaluating: >>>>> [4813.815170078718, 17.506779497520544, 0.16880970465488904, 66.12068163328027, 10.5656524448382, 1.8903238625201675] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [4812.362781256424, 19.448973251853438, 0.7532693656034091, 66.35632384119803, 9.696330578613155, 1.1520452868158553] >>>>> [4810.953027189489, 18.66055528315878, 0.7696755908562979, 68.71720320742837, 8.774469205779582, 1.9080629665650621] >>>>> [4739.723679320956, 18.602923129326, 0, 63.5434574688211, 8.76669896508653, 1.621057291169135] pyelectro >>> WARNING PPTD failure Fitness: 0.020239121166803598 pyelectro >>> WARNING PPTD failure Fitness: 0.014831903092791032 pyelectro >>> WARNING PPTD failure Fitness: 0.03852658158652955 pyelectro >>> WARNING PPTD failure Fitness: 0.02606011039499867 >>>>> Evaluating: >>>>> [4815.799836041438, 18.634006770784147, 0.8374112940001734, 76.14828863741707, 9.550167230893768, 2] >>>>> [4820.85756291399, 19.1834956877148, 0, 73.99788569620334, 9.554328572203538, 1.9233956555473108] >>>>> [5069.108677446166, 18.434881083166218, 1, 75.83343803222415, 9.04876084936246, 2] >>>>> [4928.2706095967405, 17.23794120891037, 1, 77.27970210795571, 9.773398333121571, 1.0405637486732635] pyelectro >>> WARNING PPTD failure Fitness: 0.018010292024184804 pyelectro >>> WARNING PPTD failure Fitness: 0.02168902539986517 pyelectro >>> WARNING PPTD failure Fitness: 0.05920391756335741 pyelectro >>> WARNING PPTD failure Fitness: 0.03998132435306212 >>>>> Evaluating: >>>>> [4988.715287099686, 20.091326418659943, 0.31414431518711183, 77.25939148428667, 8.165652512407373, 2] >>>>> [4875.9769428470345, 19.73363676303922, 1.0, 78.92818444900016, 9.350910903882742, 1.944996686092848] >>>>> [4739.3668235759615, 16.752384352599343, 0, 77.07733271506235, 9.799492832759634, 2.0] >>>>> [4735.771099975612, 18.544105961578115, 0.5727074862784879, 76.91659653354687, 9.946467471291172, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.008792755438993494 pyelectro >>> WARNING PPTD failure Fitness: 0.011028237988615963 pyelectro >>> WARNING PPTD failure Fitness: 0.01785347288961059 pyelectro >>> WARNING PPTD failure Fitness: 0.0072733307486989585 >>>>> Evaluating: >>>>> [4654.370723993029, 18.263452014036645, 1, 77.86147519304876, 9.947266774008012, 1.9992556120199059] >>>>> [4675.91053971216, 17.501942991128185, 0.6060869164752773, 77.11007435577, 9.70405779207548, 1.9999277945046412] >>>>> [4880.829404450581, 18.45090837191623, 0.32211768738411206, 73.84465648219077, 11.996840444839492, 1.84961197508518] >>>>> [4816.528412113814, 17.48965743627426, 0.669458294027554, 53.71691364315875, 13.1470445507008, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.09503047842860468 pyelectro >>> WARNING PPTD failure Fitness: 1.042470910566697 pyelectro >>> WARNING PPTD failure Fitness: 0.024432299323842832 pyelectro >>> WARNING PPTD failure Fitness: 0.02165404639040369 >>>>> Evaluating: >>>>> [4816.413449144089, 19.556133499905165, 1, 54.12204734496711, 10.284832248827419, 1.488566993335683] >>>>> [4856.669197729902, 19.63594048753323, 1, 58.083777884353445, 8.743979343685991, 0] >>>>> [5171.1909664607565, 18.346872933189644, 0.8362406341478945, 75.48298796762442, 9.424623758396715, 1.8817321337349944] >>>>> [5043.860023560513, 18.189093894957484, 0.5871747755429183, 67.18105577547952, 7.765720728637561, 1.7264627257830367] pyelectro >>> WARNING PPTD failure Fitness: 0.029908280576773194 pyelectro >>> WARNING PPTD failure Fitness: 0.0133049937895251 pyelectro >>> WARNING PPTD failure Fitness: 0.009320425445337288 pyelectro >>> WARNING PPTD failure Fitness: 0.010183517697011646 >>>>> Evaluating: >>>>> [4747.453625058264, 18.844297747907778, 0.04130794549942067, 72.87457319581974, 8.405221703209826, 1.961301347642136] >>>>> [4752.19178849974, 18.123942717473817, 1, 77.21923253101629, 10.40887098236002, 0] >>>>> [4910.58218845204, 16.747051682457883, 1, 62.3040170737637, 8.688235504694369, 0.7241960461960925] >>>>> [5262.452860958595, 17.93764425624286, 0.9974551008938888, 57.46137359403318, 9.213441815024654, 1.7625626160662604] pyelectro >>> WARNING PPTD failure Fitness: 0.10131233159322328 pyelectro >>> WARNING PPTD failure Fitness: 0.017692657866778094 pyelectro >>> WARNING PPTD failure Fitness: 0.01109691919929845 pyelectro >>> WARNING PPTD failure Fitness: 0.002885297186112523 >>>>> Evaluating: >>>>> [4797.364297775619, 18.4864600687448, 0.9424991768972454, 49.58453208785793, 10.681309606338928, 1.8273019651285718] >>>>> [4818.070272374171, 18.38730116730663, 0.8280080668276758, 71.95288591474133, 9.17499454711152, 1.9433540909025906] >>>>> [4893.191380638618, 17.5579390724384, 0.9712309848467054, 68.07127731757578, 9.513272627131698, 1.9085128911075362] >>>>> [5065.518632942721, 18.34715886906641, 0.5173945972761198, 67.70504255889615, 11.05892029270681, 1.7513476493064546] pyelectro >>> WARNING PPTD failure Fitness: 0.004016143611927925 pyelectro >>> WARNING PPTD failure Fitness: 0.04174088124719044 pyelectro >>> WARNING PPTD failure Fitness: 0.012676743347999064 pyelectro >>> WARNING PPTD failure Fitness: 0.009080684984744347 >>>>> Evaluating: >>>>> [4720.653930802829, 19.109881825104935, 0.5982357295797537, 76.65108433449232, 7.656972299908941, 2] >>>>> [4689.688017092034, 20.112489444027222, 0.17715282088111833, 38.82637603458565, 8.543472230876631, 1.8816069475834836] >>>>> [4774.489591544108, 18.190505701131805, 0.9987764305205421, 55.680510436138015, 9.353117537423563, 1.583202267715815] >>>>> [5243.851184528093, 18.319656380215925, 0, 54.8355849532187, 9.643041233362087, 1.7148662593503963] pyelectro >>> WARNING PPTD failure Fitness: 0.017598289748797402 pyelectro >>> WARNING PPTD failure Fitness: 0.9428900232807157 pyelectro >>> WARNING PPTD failure Fitness: 0.011639865599893051 pyelectro >>> WARNING PPTD failure Fitness: 0.012407124603927455 >>>>> Evaluating: >>>>> [4848.484084116149, 18.557623682115178, 0.7854450830960238, 87.54892447909505, 8.60753705836044, 1.4866336433195477] >>>>> [4857.380660105408, 19.10493160878982, 0, 61.14250295733978, 8.6479625821755, 0.9292989905782539] >>>>> [5037.179141244083, 17.061832516425472, 0, 68.5677321255184, 9.391724438660253, 1.8831530686330518] >>>>> [4887.737567286742, 19.437525297075183, 0.555624921785411, 72.4880695625728, 9.91656702065788, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.010640203830755035 pyelectro >>> WARNING PPTD failure Fitness: 0.02154249581984191 pyelectro >>> WARNING PPTD failure Fitness: 0.012010990094516227 pyelectro >>> WARNING PPTD failure Fitness: 0.016974727632513842 >>>>> Evaluating: >>>>> [4791.7896072683925, 19.591739923986253, 0, 57.36975290583296, 8.718343449778239, 2] >>>>> [4829.804442736465, 18.98672267611592, 0.915194656085214, 55.34914455034033, 8.741260054799893, 1.6073037646686816] >>>>> [4724.572219489961, 18.097280052155046, 0.5202400300729744, 78.70089834574215, 10.461664744778933, 2] >>>>> [4654.769165810094, 18.258045389636816, 0.3879750082769725, 65.8039644647256, 12.043268713705828, 1.9947053166180733] pyelectro >>> WARNING PPTD failure Fitness: 0.02463423000806597 pyelectro >>> WARNING PPTD failure Fitness: 0.0466295828603126 pyelectro >>> WARNING PPTD failure Fitness: 0.005746926116342754 pyelectro >>> WARNING PPTD failure Fitness: 1.0203822225125343 >>>>> Evaluating: >>>>> [4726.484249142915, 18.05614214886552, 0.9313648066494958, 69.47041289416998, 9.97284094927881, 1.3000009734659193] >>>>> [4767.589611352542, 18.683617731147017, 0.4872546890228543, 65.55037044072074, 10.311287026374265, 2] >>>>> [4702.068413046453, 16.550700371221147, 1.0, 79.73925326317595, 10.987712116381154, 1.7796334527209081] >>>>> [4696.486896127397, 18.64640174146388, 1, 64.22679293939193, 9.780137860424208, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.00981450838906317 pyelectro >>> WARNING PPTD failure Fitness: 0.02858533226775839 pyelectro >>> WARNING PPTD failure Fitness: 0.12924883947906496 pyelectro >>> WARNING PPTD failure Fitness: 0.00988404034238044 >>>>> Evaluating: Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [4679.634769231919, 19.101444670167126, 0, 34.825990054935, 8.69360638431423, 2] >>>>> [4674.77278851749, 19.116565500774165, 1, 43.016303005279006, 7.896803759539823, 2] >>>>> [4864.893107478342, 18.263749217870444, 1.0, 49.816672332493, 10.300662862606808, 1.6417046964007829] >>>>> [4832.705610946525, 16.67219005073291, 1.0, 48.62854811925422, 11.282517989075757, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.008720112392871071 pyelectro >>> WARNING PPTD failure Fitness: 0.0020931350422437323 pyelectro >>> WARNING PPTD failure Fitness: 0.020000241055393775 pyelectro >>> WARNING PPTD failure Fitness: 0.058465927211463375 >>>>> Evaluating: >>>>> [4721.891328020077, 19.466694936698318, 0, 48.378417933171505, 11.22797278931946, 2.0] >>>>> [4671.150415625033, 18.41944795667475, 0, 75.26554851948157, 9.343529641422743, 2.0] >>>>> [4862.492575481303, 15.556276645335615, 0.9977137498615837, 50.46904451497757, 11.034048349095833, 2] >>>>> [5141.973818637631, 17.16135026732608, 0.998303590417423, 44.417762350229886, 9.697681246892767, 1.7675533266179675] pyelectro >>> WARNING PPTD failure Fitness: 0.018005895105799863 pyelectro >>> WARNING PPTD failure Fitness: 0.009374289025400606 pyelectro >>> WARNING PPTD failure Fitness: 0.007806694632369604 pyelectro >>> WARNING PPTD failure Fitness: 0.028468837433777594 >>>>> Evaluating: >>>>> [4735.659087527952, 18.555141182061288, 1, 54.81510274246408, 9.07437615492506, 1.857862872750477] >>>>> [4672.099552527056, 18.79474716610782, 1, 87.49394880604046, 9.349365955163782, 0] >>>>> [4611.392836384772, 17.98023351524432, 0.43205218188501443, 63.87177710278681, 9.689285274174713, 1.4881609153242759] >>>>> [4606.777334783321, 17.177302108566295, 1, 57.10839919004473, 9.957702931140439, 0.9069065840911636] pyelectro >>> WARNING PPTD failure Fitness: 0.07038532480743409 pyelectro >>> WARNING PPTD failure Fitness: 0.01396788621754852 pyelectro >>> WARNING PPTD failure Fitness: 0.026960025296525858 pyelectro >>> WARNING PPTD failure Fitness: 0.020626754329925445 >>>>> Evaluating: >>>>> [5045.6475475451125, 18.016512082602485, 0.969763514752639, 56.21201458512001, 8.846130593352504, 2] >>>>> [5003.464734020641, 18.738886272256433, 0, 54.7343182184505, 10.62712528943709, 1.76292084164494] >>>>> [4786.891940523592, 18.31100816054016, 0.7977081919858211, 56.319572469270426, 11.523974370564448, 1.894961175984319] >>>>> [4798.493703257464, 18.654414102800313, 0.807680410236331, 64.58963576147566, 10.262270761046988, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.008642485656267906 pyelectro >>> WARNING PPTD failure Fitness: 0.018239217319801493 pyelectro >>> WARNING PPTD failure Fitness: 0.011208464483359104 pyelectro >>> WARNING PPTD failure Fitness: 0.00881188382425746 >>>>> Evaluating: >>>>> [4789.345849615049, 18.66326728700322, 0.9933619880312472, 45.283177654366824, 10.50752024427822, 0.5659596416861524] >>>>> [4804.994691882397, 19.12398738983126, 1, 69.26982866149494, 8.983890699795994, 1.4672549628139215] >>>>> [4760.915077053435, 18.88883678082988, 0.6948229200604126, 79.56899068723641, 10.762831215822343, 0.8280122699011854] >>>>> [4768.031192366008, 17.13720360994414, 0.44827118701250634, 83.15645065460622, 11.540459569039424, 1.9831099796886607] pyelectro >>> WARNING PPTD failure Fitness: 0.034303264716279314 pyelectro >>> WARNING PPTD failure Fitness: 0.008153293799033623 pyelectro >>> WARNING PPTD failure Fitness: 0.010336358139831137 pyelectro >>> WARNING PPTD failure Fitness: 0.02993062589009987 >>>>> Evaluating: >>>>> [4797.999470657132, 18.665309318481835, 1, 52.094638380097095, 10.764365404928784, 1.916362743897815] >>>>> [4806.974817700842, 18.501792855395408, 0.9420214529198162, 56.40933325057257, 11.109752317229194, 0.6779963714869901] >>>>> [4978.077401395584, 16.337993590537423, 0.9591269865079568, 48.89271756669526, 9.37992158104271, 1.2107139142692822] >>>>> [5096.097626521229, 17.008130278455567, 0.06803275285902788, 45.15367245432069, 9.592885016302787, 1.5044553420407532] pyelectro >>> WARNING PPTD failure Fitness: 0.007896628757737223 pyelectro >>> WARNING PPTD failure Fitness: 0.04691116992265687 pyelectro >>> WARNING PPTD failure Fitness: 0.01108371492336846 pyelectro >>> WARNING PPTD failure Fitness: 0.00853269775499832 >>>>> Evaluating: >>>>> [4741.143962309085, 19.093450649628256, 1.0, 45.75287298939852, 8.265635898010618, 1.5428804114737658] >>>>> [4868.108091959897, 19.10544624479384, 1.0, 47.74150481273538, 8.601373788050177, 1.946131762671245] >>>>> [4671.3322675812315, 19.154140987713436, 0.5330475730762836, 76.13867542476906, 8.081089549530034, 1.1210626688596725] >>>>> [4732.904798274009, 18.964966190765004, 0.17133323044458076, 37.277618907522125, 8.435844893446768, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.0046377308076449575 pyelectro >>> WARNING PPTD failure Fitness: 0.06392865274821502 pyelectro >>> WARNING PPTD failure Fitness: 0.06478430416006575 pyelectro >>> WARNING PPTD failure Fitness: 0.011551533025649707 >>>>> Evaluating: >>>>> [4743.79409935225, 17.79972099293433, 1, 47.18350495679757, 9.623781168102584, 2] >>>>> [4741.296563951792, 17.54163491764642, 0.30765718149358645, 52.84867601670129, 8.15713542366251, 0.9140732489232906] >>>>> [4894.043408845674, 17.67198591512941, 1, 77.47841152010096, 9.994192307168195, 2] >>>>> [4794.08410394244, 18.449409471361864, 0.49627295518904396, 78.14149091388688, 9.060455445297265, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.01818330349560293 pyelectro >>> WARNING PPTD failure Fitness: 0.011927631803656524 pyelectro >>> WARNING PPTD failure Fitness: 0.02205630237265377 pyelectro >>> WARNING PPTD failure Fitness: 0.05251526836394593 >>>>> Evaluating: >>>>> [4838.256535040953, 16.755329536673944, 0.5675747782280416, 56.34117315121715, 10.083881287658215, 2] >>>>> [4829.457738281521, 16.97005688660527, 0, 63.30891863832229, 10.234954117548487, 1.8049166884748689] >>>>> [4926.659923360479, 17.315268967567874, 1.0, 64.12101837498831, 9.932639801722328, 2] >>>>> [4983.704210952484, 16.49739133584111, 1.0, 50.933114729265135, 9.938336181289884, 1.890472005130934] pyelectro >>> WARNING PPTD failure Fitness: 0.0085415354146825 pyelectro >>> WARNING PPTD failure Fitness: 0.059830817400597036 pyelectro >>> WARNING PPTD failure Fitness: 0.01935906725806702 pyelectro >>> WARNING PPTD failure Fitness: 0.02386732754480947 >>>>> Evaluating: >>>>> [4676.324076007913, 19.74953799239187, 0, 84.38863524395416, 8.188224630902717, 2] >>>>> [4677.161696175454, 19.18473888132258, 1, 84.38863524395416, 8.567433574774824, 1.869688529887389] >>>>> [4758.960309284112, 17.744372188122757, 1, 44.672197576321636, 8.493571211149062, 1.628282563318797] >>>>> [4754.431613825973, 18.47749321382208, 1, 50.12196897908993, 9.101441659704387, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.07181479989316997 pyelectro >>> WARNING PPTD failure Fitness: 0.005702522693652012 pyelectro >>> WARNING PPTD failure Fitness: 0.008077570808008305 pyelectro >>> WARNING PPTD failure Fitness: 0.004890922193623748 >>>>> Evaluating: >>>>> [4716.427153171479, 16.933471078758572, 0.5381189189758351, 43.133555278991, 7.561204737797095, 1.849416177594683] >>>>> [4756.403871993752, 17.627437531271273, 0, 43.570193152330134, 8.41102464458305, 1.0308499952513812] >>>>> [4864.560072815243, 19.076293966121263, 1, 75.39172723070752, 9.496872163158994, 2] >>>>> [5008.818017968474, 19.033494834944513, 1.0, 76.42135218813726, 9.2913371179667, 8.141370049830066e-05] pyelectro >>> WARNING PPTD failure Fitness: 0.016601156037942544 pyelectro >>> WARNING PPTD failure Fitness: 0.029971893254850945 pyelectro >>> WARNING PPTD failure Fitness: 0.01593026233934791 pyelectro >>> WARNING PPTD failure Fitness: 0.030266817227876608 >>>>> Evaluating: Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [5044.299811838547, 17.93033947537985, 0.37476895325027276, 52.633553333879526, 7.75527877467619, 1.2353278430621764] >>>>> [4787.470930599961, 18.568253353077083, 0.9921761532134585, 56.831972305678406, 9.082019105298981, 1.1432804306019653] >>>>> [4885.2745953362755, 17.987068251050417, 0.9593678674198327, 75.63387678667644, 10.046216411699147, 2] >>>>> [4945.469012926223, 17.299296905416462, 0.8325946821090933, 68.84841388714983, 9.775049712873725, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.006626434571289308 pyelectro >>> WARNING PPTD failure Fitness: 0.006575804334203461 pyelectro >>> WARNING PPTD failure Fitness: 0.003508608519965817 pyelectro >>> WARNING PPTD failure Fitness: 0.0043479036303535334 >>>>> Evaluating: >>>>> [4810.90970717589, 18.356428706353512, 0.24452821995260784, 80.2378138010009, 7.70337361343511, 1.9494856340062447] >>>>> [4754.278854332266, 17.682296883534203, 0.7311503487414175, 84.90479532008725, 7.529298541620415, 1.980237041199014] >>>>> [4746.214532311113, 18.327876455269557, 0.3883611133892462, 82.14063783561743, 8.052246855726183, 1.9771300552725437] >>>>> [4747.655207643084, 18.327876455269557, 0.3883611133892462, 82.92502461332352, 8.052246855726183, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.010654682510469082 pyelectro >>> WARNING PPTD failure Fitness: 0.01420330070866227 pyelectro >>> WARNING PPTD failure Fitness: 0.037901243098539594 pyelectro >>> WARNING PPTD failure Fitness: 0.012123798549316112 >>>>> Evaluating: >>>>> [4934.01608072928, 16.363559590400158, 0.9163567731205953, 67.34751252153707, 9.36742944956082, 0] >>>>> [4686.567513322878, 18.511162579029683, 0.23902138734502765, 83.04923097311939, 9.598097285717412, 1.9726536228135698] >>>>> [4752.24016631393, 18.136032874804943, 0.04758306543286006, 81.99187602607168, 8.253607726170365, 2] >>>>> [4750.886758945544, 19.77439046314492, 1, 71.2200457193793, 8.083953535865142, 1.3564408523628129] pyelectro >>> WARNING PPTD failure Fitness: 0.03231315051062689 pyelectro >>> WARNING PPTD failure Fitness: 0.00449590368900199 pyelectro >>> WARNING PPTD failure Fitness: 0.06821986997423657 pyelectro >>> WARNING PPTD failure Fitness: 0.016156637417797604 >>>>> Evaluating: >>>>> [4795.855626978774, 19.05068798307143, 1, 55.28783821264288, 10.091741376782744, 1.5797408608673622] >>>>> [4792.647858962457, 18.728896142807365, 0, 49.0908167927088, 8.952048316198475, 2] >>>>> [4709.899064675058, 17.073197269958545, 0.9850859962668534, 49.92105818007993, 8.768433850361884, 2.0] >>>>> [4695.586794059723, 18.994503587560907, 0.3068225556559032, 75.52898016805348, 9.535466055612323, 1.4508807775709434] pyelectro >>> WARNING PPTD failure Fitness: 0.02781308396015747 pyelectro >>> WARNING PPTD failure Fitness: 0.054406953499994914 pyelectro >>> WARNING PPTD failure Fitness: 0.003307787819565311 pyelectro >>> WARNING PPTD failure Fitness: 0.008850842971682482 >>>>> Evaluating: >>>>> [4862.1846587160535, 16.727568830374874, 0, 67.07216434800782, 9.770573851977314, 1.9119298276603107] >>>>> [4814.894978746009, 17.168905345040336, 0.8524407509706888, 68.6864335397177, 10.240188315933013, 1.7860559491008103] >>>>> [4780.782981696599, 17.721722598167286, 0.9553382452691519, 48.90227216435581, 10.925922512949919, 2] >>>>> [4786.2716716691675, 17.63456799700869, 0.7258886484230679, 62.70930453931504, 10.144110329494648, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.017315290703564967 pyelectro >>> WARNING PPTD failure Fitness: 0.0059877129677317065 pyelectro >>> WARNING PPTD failure Fitness: 0.9809607070982115 pyelectro >>> WARNING PPTD failure Fitness: 0.005936602929289103 >>>>> Evaluating: >>>>> [4823.0577388304455, 17.744479950256, 0.6429824826972744, 50.6488539504585, 7.968504743282192, 1.9248399330046873] >>>>> [5219.974328990216, 18.54428776892394, 0, 52.2370220460072, 9.296374922575456, 0.8898521761373355] >>>>> [4674.180542039461, 18.199616574865612, 1.0, 76.23241220232553, 7.434934143005398, 1.284061490074312] >>>>> [4683.239415280669, 19.906672875068, 0, 80.04638830741779, 9.523248933871795, 1.1933351973000548] pyelectro >>> WARNING PPTD failure Fitness: 0.004222216012149449 pyelectro >>> WARNING PPTD failure Fitness: 0.0583555053996504 pyelectro >>> WARNING PPTD failure Fitness: 0.00856602124252126 pyelectro >>> WARNING PPTD failure Fitness: 0.01216507148416246 >>>>> Evaluating: >>>>> [4772.462111841333, 17.171518641754428, 0, 74.38999903337303, 11.277513799712342, 2] >>>>> [4773.50402093211, 17.171518641754428, 0.6951164366417194, 74.38999903337303, 11.277513799712342, 2.0] >>>>> [4672.713526791843, 19.567396938267674, 0.7185956048992388, 54.01395907633578, 7.312935026907755, 1.9708273077717584] >>>>> [4655.065295084374, 18.018924161097807, 0, 60.45261273358571, 8.844306463596048, 1.9780861620623995] pyelectro >>> WARNING PPTD failure Fitness: 0.019857254993025375 pyelectro >>> WARNING PPTD failure Fitness: 0.005282705673435362 pyelectro >>> WARNING PPTD failure Fitness: 0.10071176442216767 pyelectro >>> WARNING PPTD failure Fitness: 0.07177296580138037 >>>>> Evaluating: >>>>> [4692.533649556647, 19.697209781391578, 1, 80.20995904088493, 9.856757233249851, 2] >>>>> [4672.419050523966, 20.081276679639522, 0.9331434153427259, 80.12688815246577, 9.854265893190245, 1.117321379187978] >>>>> [4678.74625950998, 18.71965228420893, 1, 72.21779513496035, 9.273400545996127, 1.1832188221335251] >>>>> [4692.421759074831, 17.510684947097488, 0, 79.68205401021389, 8.981214205992876, 1.2874042853347631] pyelectro >>> WARNING PPTD failure Fitness: 0.004280972486526702 pyelectro >>> WARNING PPTD failure Fitness: 0.010413975742067483 pyelectro >>> WARNING PPTD failure Fitness: 0.009073443859002439 pyelectro >>> WARNING PPTD failure Fitness: 0.017003319840011244 >>>>> Evaluating: >>>>> [4813.703722050135, 17.545802915668656, 0.4003257232564204, 80.44191246024401, 9.674249952544535, 1.0655105497333852] >>>>> [4746.83202474791, 18.293566832157108, 0.4772336044071879, 79.33384489564656, 8.331008839789959, 1.9349147105759852] >>>>> [4859.96344409995, 16.90246871025666, 0.8204079283698803, 68.572924712546, 9.483547270515528, 1.9799294623408834] >>>>> [4771.593094341659, 18.23238756603297, 1, 75.329716356524, 8.505117899082881, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.011677805769772509 pyelectro >>> WARNING PPTD failure Fitness: 0.046323543996169225 pyelectro >>> WARNING PPTD failure Fitness: 0.029197293346870934 pyelectro >>> WARNING PPTD failure Fitness: 0.045429414939541446 >>>>> Evaluating: >>>>> [4764.0273603976975, 17.966866790882047, 0, 43.10751920889522, 8.784787356897414, 2.0] >>>>> [4837.488345059021, 18.023854826704685, 0.2485687526063567, 48.31540756562466, 9.214182967761827, 1.0853494983213716] >>>>> [4750.862121320287, 18.802808495346344, 0.3476735174588196, 48.79353050270181, 9.569532332366892, 1.98431897703409] >>>>> [4691.469336806674, 18.56331940745447, 0.30262205345273574, 57.57500834889433, 8.573521469788524, 1.9748786167976198] pyelectro >>> WARNING PPTD failure Fitness: 0.004073812933118703 pyelectro >>> WARNING PPTD failure Fitness: 0.015035655089982503 pyelectro >>> WARNING PPTD failure Fitness: 0.016503792261652883 pyelectro >>> WARNING PPTD failure Fitness: 0.017466480958652775 >>>>> Evaluating: >>>>> [4763.27429534837, 18.97751523560249, 0.0, 43.224170259161525, 12.174642632103026, 2.0] >>>>> [4764.0273603976975, 18.36418256571889, 0, 43.10751920889522, 8.784787356897414, 2] >>>>> [5167.805161942251, 17.673600588949448, 1, 70.72003014737649, 9.56362399248627, 1.807320939485991] >>>>> [5225.145941122183, 17.701834422219033, 1, 63.3145780253782, 11.25923939804618, 1.9475459606116983] pyelectro >>> WARNING PPTD failure Fitness: 0.009111582141874464 pyelectro >>> WARNING PPTD failure Fitness: 0.015829879958048187 pyelectro >>> WARNING PPTD failure Fitness: 0.10722244848562323 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 pyelectro >>> WARNING PPTD failure Fitness: 0.9653141646745604 >>>>> Evaluating: >>>>> [4668.141657678813, 18.341193708002546, 0.9997699623199076, 58.780146524853166, 9.761108197325253, 1.9993523558369852] >>>>> [4666.065094969642, 18.52217962621887, 0.9843391067693532, 63.868494852428974, 8.387195810664586, 1.9998101524352072] >>>>> [4812.707745659851, 17.515670927071255, 0.3957202889755389, 56.50393143746072, 8.05833863004644, 1.7140156095922177] >>>>> [4876.248731914387, 18.128268625856986, 0.3857066298879376, 50.50620985323736, 7.698488525059107, 1.6413237274520198] pyelectro >>> WARNING PPTD failure Fitness: 0.021421989676628894 pyelectro >>> WARNING PPTD failure Fitness: 0.09207190357330264 pyelectro >>> WARNING PPTD failure Fitness: 0.01274637006784407 pyelectro >>> WARNING PPTD failure Fitness: 0.0064456788518494346 >>>>> Evaluating: >>>>> [4906.6340120801415, 19.62666938022095, 0.6378801773557888, 76.27424798334981, 9.504460336500754, 1.9883686065706774] >>>>> [4762.19705639351, 16.9946669109645, 0.67098185574335, 73.83243145475238, 9.33829075956414, 1.990364327887469] >>>>> [4714.396996456666, 17.959918953442894, 0, 50.01265550112614, 8.643048319633138, 2] >>>>> [4715.504739505421, 16.509851184604415, 1, 61.004787019470136, 8.947924112966938, 1.0439880660453116] pyelectro >>> WARNING PPTD failure Fitness: 0.006297268776442322 pyelectro >>> WARNING PPTD failure Fitness: 0.016233985418867114 pyelectro >>> WARNING PPTD failure Fitness: 0.004358588716742218 pyelectro >>> WARNING PPTD failure Fitness: 0.011191705023234189 >>>>> Evaluating: >>>>> [4820.4036121290565, 18.611055916802993, 0.006677193672586235, 64.26315548928487, 7.981707962908007, 1.92399900693044] >>>>> [4818.146865004739, 15.698764720012209, 0, 53.05461753277963, 6.575628042925205, 2] >>>>> [4900.592519202836, 17.3025148215487, 0.8801705497015009, 74.3024099527873, 8.350370636198203, 2.0] >>>>> [4951.307758885092, 17.660391723823338, 1, 75.5865038096288, 10.175500135443233, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.007270028957976571 pyelectro >>> WARNING PPTD failure Fitness: 0.0031987194449500933 pyelectro >>> WARNING PPTD failure Fitness: 0.03864228908600709 pyelectro >>> WARNING PPTD failure Fitness: 0.011368353216791416 >>>>> Evaluating: >>>>> [4820.910807710134, 18.383561726328285, 1, 53.467604271173926, 10.136743417644722, 2] >>>>> [4817.701287703116, 19.611297706796744, 0, 65.41074177460374, 9.749335127802626, 0.08787710666229587] >>>>> [4765.437860454165, 18.300032922825412, 0.6860851127349982, 66.57571726210719, 11.51403518940118, 1.7406111370292245] >>>>> [4753.040867685871, 17.450644726310774, 0.9928528830190643, 54.3178210490999, 10.331666841479375, 1.3317047804301223] pyelectro >>> WARNING PPTD failure Fitness: 0.0030124488352706313 pyelectro >>> WARNING PPTD failure Fitness: 0.9665616129461194 pyelectro >>> WARNING PPTD failure Fitness: 0.021282055248220133 pyelectro >>> WARNING PPTD failure Fitness: 0.02817767536002025 >>>>> Evaluating: >>>>> [4882.091804081508, 18.475031905437053, 0.9979773789291011, 44.13478461911355, 7.822475770216796, 2] >>>>> [4728.675967111884, 19.162574248970298, 0.9989231608904705, 46.87341107147925, 8.61485494805991, 2] >>>>> [4881.331318605053, 18.691625709330523, 0.9557067835974493, 77.57354575403923, 8.307994915099203, 2.0] >>>>> [4764.353517622348, 18.285285996425873, 0.9811378317842943, 63.79057643793604, 8.249099540978667, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.014593570279821888 pyelectro >>> WARNING PPTD failure Fitness: 0.02730229625131375 pyelectro >>> WARNING PPTD failure Fitness: 0.0025419825291996823 pyelectro >>> WARNING PPTD failure Fitness: 0.010085744111441142 >>>>> Evaluating: >>>>> [4718.315063218341, 18.3733771117427, 0.9394148976084608, 69.33376650356666, 8.569126613972696, 1.9999250784386051] >>>>> [4693.103771545859, 20.508379270140786, 1, 74.68730124177105, 8.995539243192901, 1.999275354739583] >>>>> [4882.658488403876, 18.31068313579984, 0.9557182006590729, 75.68144652245054, 8.356461142329941, 1.9641070960900697] >>>>> [4884.679809392361, 19.48423282730689, 0.9574239297967804, 76.0707375494993, 9.174110701309658, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.0023993959608511473 pyelectro >>> WARNING PPTD failure Fitness: 0.046839554401943984 pyelectro >>> WARNING PPTD failure Fitness: 0.0073500360412968035 pyelectro >>> WARNING PPTD failure Fitness: 0.016100611380389207 >>>>> Evaluating: >>>>> [5049.121414927843, 19.1947684330907, 1, 48.88702149210621, 8.70355991853426, 1.9769892571966565] >>>>> [5148.2704326207595, 18.216601732823403, 0, 51.94211012750023, 7.878707831689312, 1.778556231357295] >>>>> [4819.052518427995, 17.926860685300554, 0.9483558727981495, 68.51643728654601, 12.112440852858601, 1.1383931154957598] >>>>> [4732.089377517803, 17.514484494063222, 0.4831849786732336, 65.99983759091086, 9.938240665186639, 1.293303183499095] pyelectro >>> WARNING PPTD failure Fitness: 0.0997365106607514 pyelectro >>> WARNING PPTD failure Fitness: 0.03760132932190663 pyelectro >>> WARNING PPTD failure Fitness: 0.028914433561726183 pyelectro >>> WARNING PPTD failure Fitness: 0.029233212087411697 >>>>> Evaluating: >>>>> [4759.90830208481, 16.283564673304827, 0.9359736345893438, 71.02231795474333, 8.306173192436336, 1.6049156338951778] >>>>> [4811.4711221655425, 18.340620099516173, 0.540178015748242, 79.15089192555573, 8.256929803011488, 2] >>>>> [4734.871146030376, 18.366811340187095, 0.2021896072357603, 59.28440908371497, 8.625280300950228, 1.9999927163018738] >>>>> [4719.479267432956, 18.223376559086944, 0.1681954330009367, 55.20055114979424, 9.612271966796046, 1.716668457887146] pyelectro >>> WARNING PPTD failure Fitness: 0.018062178394728234 pyelectro >>> WARNING PPTD failure Fitness: 0.03640211328234155 pyelectro >>> WARNING PPTD failure Fitness: 0.009703676583942222 pyelectro >>> WARNING PPTD failure Fitness: 0.016110222794409434 >>>>> Evaluating: >>>>> [4688.660499945509, 19.645106874963304, 0.966057662524138, 60.279153548199034, 10.660452957512318, 1.917418215952816] >>>>> [4675.461342158034, 19.114910858712992, 0.9270989556937862, 73.7766147607822, 9.842526210143724, 1.8520963833774182] >>>>> [5093.823205165038, 18.090856624081724, 0.9564711313606472, 56.75786748054857, 9.022029915104685, 1.740722850684269] >>>>> [5021.159290998546, 17.20745416915288, 0.993774027294199, 66.91308851833237, 8.754304546559435, 1.9054998669627385] pyelectro >>> WARNING PPTD failure Fitness: 0.015998268217958356 pyelectro >>> WARNING PPTD failure Fitness: 0.0032765978283815222 pyelectro >>> WARNING PPTD failure Fitness: 0.955850825486571 pyelectro >>> WARNING PPTD failure Fitness: 0.0070151705550799415 >>>>> Evaluating: >>>>> [4922.116316176364, 17.270978590884773, 0, 72.18550171149366, 11.48124551233397, 2.0] >>>>> [4907.3522969456935, 18.663087894090662, 0.8847580637842939, 74.37310445691244, 8.595078332464679, 2] >>>>> [4787.20520282233, 18.187840427637312, 0.3544374490387069, 43.46881191208988, 6.485615679077992, 0.937328084334442] >>>>> [4780.570663373364, 17.845773093452173, 1, 50.278828130252535, 8.260740283178958, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.010159361375125409 pyelectro >>> WARNING PPTD failure Fitness: 0.041684822892847584 pyelectro >>> WARNING PPTD failure Fitness: 0.007027935858268219 pyelectro >>> WARNING PPTD failure Fitness: 0.012262709481793421 >>>>> Evaluating: >>>>> [4709.055672467847, 19.323422857115567, 0.9689999744084467, 48.4101097251238, 7.85696410751662, 2.0] >>>>> [4815.42702568545, 18.27845037740604, 0.9608381793219597, 53.77686658559061, 8.782109094860148, 1.7526994848600315] >>>>> [4813.896806065222, 20.775175190798105, 0, 76.5726363412141, 9.803267241738276, 2] >>>>> [4811.664606117688, 19.140006050437737, 0, 75.38167991802355, 9.799911849829744, 1.481521588774184] pyelectro >>> WARNING PPTD failure Fitness: 0.027263253227929884 pyelectro >>> WARNING PPTD failure Fitness: 0.06066096342495997 pyelectro >>> WARNING PPTD failure Fitness: 0.020478177475081294 pyelectro >>> WARNING PPTD failure Fitness: 0.01744363729001408 >>>>> Evaluating: >>>>> [4860.950225316663, 16.524680184725227, 0.6057715194487602, 43.4640441416885, 10.017106670739754, 1.87239414747038] >>>>> [4778.821978837793, 18.059201653471458, 0.7690539359534998, 43.3828868167932, 10.203385901840687, 2] >>>>> [4801.601998229142, 17.966345561278494, 1, 55.64355113251648, 9.134507731797473, 1.9022519006462904] >>>>> [4934.9575366620975, 18.03290520764791, 1, 57.399205423435845, 10.014803414175798, 1.8970059888416646] pyelectro >>> WARNING PPTD failure Fitness: 0.021372826837023795 pyelectro >>> WARNING PPTD failure Fitness: 0.009133733645657283 pyelectro >>> WARNING PPTD failure Fitness: 0.00808512506891168 pyelectro >>> WARNING PPTD failure Fitness: 0.008449037674265747 >>>>> Evaluating: >>>>> [4812.66704264314, 18.347032020983885, 0.47878846029926286, 75.97047550130488, 9.011545716442079, 2] >>>>> [4826.431042868182, 18.768304767646608, 0.059448921911607944, 66.56889255534604, 9.806408047670004, 1.981808947276056] >>>>> [4864.48726536225, 19.138408752020336, 1, 48.9655676775395, 7.889742524391875, 2] >>>>> [4891.605827365147, 18.21440779795682, 1, 65.30374709827105, 6.290398207808214, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.021359288391124664 pyelectro >>> WARNING PPTD failure Fitness: 0.0171001837298711 pyelectro >>> WARNING PPTD failure Fitness: 0.07181938645098418 pyelectro >>> WARNING PPTD failure Fitness: 0.017100508029811223 >>>>> Evaluating: >>>>> [4749.668642391871, 16.827807936985575, 0.39413371985867174, 41.39638757362062, 8.348006380036614, 2.0] >>>>> [4738.788040941179, 17.299522413310996, 0.8607499089592066, 41.05475419154466, 8.655734514100036, 2.0] >>>>> [4818.02438356708, 15.698764720012209, 0, 53.05461753277963, 6.575628042925205, 2.0] >>>>> [4817.383029112209, 15.698764720012209, 0.0, 53.364327395701125, 8.460423532141707, 0.9141546144225927] pyelectro >>> WARNING PPTD failure Fitness: 0.007209410743808209 pyelectro >>> WARNING PPTD failure Fitness: 0.026193303961764225 pyelectro >>> WARNING PPTD failure Fitness: 0.0031640971934603357 pyelectro >>> WARNING PPTD failure Fitness: 0.024186264541350644 >>>>> Evaluating: >>>>> [4748.750470838245, 19.121919832223654, 1, 42.722196757015965, 8.276729728815233, 1.8735119305098373] >>>>> [4755.349589318103, 17.77986295724464, 0.8682909387990164, 39.81737551850504, 10.55264232051574, 1.8436509159252297] >>>>> [4818.146865004739, 15.698764720012209, 1, 52.31114906212373, 6.575628042925205, 2] >>>>> [4816.7413009546, 16.574257979697407, 0.0, 53.05461753277963, 6.651947127214738, 1.953589163025294] pyelectro >>> WARNING PPTD failure Fitness: 0.009846925449593869 pyelectro >>> WARNING PPTD failure Fitness: 0.006764413772866074 pyelectro >>> WARNING PPTD failure Fitness: 0.006379145647291695 pyelectro >>> WARNING PPTD failure Fitness: 0.01792072924543686 >>>>> Evaluating: >>>>> [4884.274258370362, 17.55371335658011, 1, 67.73890932772468, 10.180648598308288, 2] >>>>> [4874.990015821054, 16.706404676381986, 1, 78.29101042939426, 10.312254453171228, 1.1707346557089013] >>>>> [4686.108176561537, 17.568910918537004, 0.34674006729420326, 69.39995250174812, 10.872859066417627, 1.9996567226110464] >>>>> [4678.85656420471, 19.72312898794605, 0.9950332462413237, 59.44027911417316, 8.620384837206673, 1.999437402143226] pyelectro >>> WARNING PPTD failure Fitness: 0.007620924047081701 pyelectro >>> WARNING PPTD failure Fitness: 0.03777913792157417 pyelectro >>> WARNING PPTD failure Fitness: 0.05122027696895681 pyelectro >>> WARNING PPTD failure Fitness: 0.040978334121922644 [4674.77278851749, 19.116565500774165, 1, 43.016303005279006, 7.896803759539823, 2] : 0.0020931350422437323 Fittest individual: [4674.77278851749, 19.116565500774165, 1, 43.016303005279006, 7.896803759539823, 2] : 0.0020931350422437323 ---------------------------------------- Candidate 1 Analysis Results: {'average_minimum': -65.1197545939894, 'average_maximum': 31.537129105999277, 'min_peak_no': 13, 'max_peak_no': 14, 'mean_spike_frequency': 17.623534196447864, 'interspike_time_covar': 0.014287551676975164, 'first_spike_time': 153.30000000001772, 'max_interspike_time': 59.55000000001354, 'min_interspike_time': 56.49999999994861, 'trough_phase_adaptation': -0.012796622535076897, 'spike_width_adaptation': -0.008571485716053864, 'peak_decay_exponent': -0.1781909720318888, 'trough_decay_exponent': 0.0011162347150631305, 'spike_frequency_adaptation': 0.01209490344180436, 'spike_broadening': 1.6493901409426976, 'peak_linear_gradient': -0.010455472894178076} Candidate 1 values: [4194.288991068437, 17.496787925010953, 0.475659379312287, 21.075295313200183, 6.398488521705532, 1.9675815446684086] ---------------------------------------- Candidate 2 Analysis Results: {'average_minimum': -66.1879398170473, 'average_maximum': 32.35159355371359, 'min_peak_no': 12, 'max_peak_no': 13, 'mean_spike_frequency': 17.209235623130507, 'interspike_time_covar': 0.013194526692131356, 'first_spike_time': 153.2000000000177, 'max_interspike_time': 60.65000000001379, 'min_interspike_time': 57.849999999947386, 'trough_phase_adaptation': -0.012256986920058785, 'spike_width_adaptation': -0.008760892542172969, 'peak_decay_exponent': -0.16626203250235116, 'trough_decay_exponent': 0.0009572670688699381, 'spike_frequency_adaptation': 0.01367640189329728, 'spike_broadening': 1.595007552557937, 'peak_linear_gradient': -0.011224597439907483} Candidate 2 values: [4674.77278851749, 19.116565500774165, 1, 43.016303005279006, 7.896803759539823, 2] ---------------------------------------- Surrogate Targets: {'average_minimum': -64.7168464794813, 'average_maximum': 35.61648295256887, 'min_peak_no': 12, 'max_peak_no': 13, 'mean_spike_frequency': 16.973125884029614, 'interspike_time_covar': 0.014248554749344538, 'first_spike_time': 153.45000000001775, 'max_interspike_time': 61.70000000001403, 'min_interspike_time': 58.64999999994666, 'trough_phase_adaptation': -0.011452653341287644, 'spike_width_adaptation': -0.00769813781825205, 'peak_decay_exponent': -0.1440398638735165, 'trough_decay_exponent': 0.0010228809756840382, 'spike_frequency_adaptation': 0.013535326970930576, 'spike_broadening': 1.586916218694473, 'peak_linear_gradient': -0.009756657668088356} Surrogate values: {'axon_gbar_na': 3661.79, 'axon_gbar_kv': 23.23, 'axon_gbar_kv3': 0.26, 'soma_gbar_na': 79.91, 'soma_gbar_kv': 0.58, 'soma_gbar_kv3': 1.57} ---------------------------------------- Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem >> Running individual: {'amp': 65, 'period': 250, 'offset': -10} >> Running individual: {'amp': 65, 'period': 250, 'offset': -10} target data path in evaluator: Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [67.774914549644, 180.89114842228528, 47.0574238893832] >>>>> [93.01374466584959, 299.66551857600325, -16.388306670819446] >>>>> [96.91802798181416, 259.72149070902736, 38.360481014453896] >>>>> [90.83899240524714, 226.88736218829195, 31.389509945147765] >>>>> [99.02912809573894, 162.9639586855203, 12.265179402863936] >>>>> [74.12956959458434, 244.50650359387208, -35.39966432782012] >>>>> [69.32855425452306, 233.97028427191793, 5.469841172282443] >>>>> [66.1224228502031, 224.41306990777872, -2.702580810213661] >>>>> [67.96138108150863, 293.47576896814337, -28.635397610802173] >>>>> [96.13136176869266, 224.52131099679974, 41.15383246606119] >>>>> [67.06706370992006, 180.6574732005854, -7.772270812569168] >>>>> [82.29587718478226, 184.48343170300978, 17.324561664868007] >>>>> [85.22729925810529, 263.1536041430402, 38.9730222593598] >>>>> [65.36065461438798, 259.0658572646573, 23.3496158722278] >>>>> [95.49346093018664, 156.33923872056891, 5.7802761283570305] >>>>> [84.02568375480803, 162.93943333910752, 48.08295680945862] >>>>> [80.69362580904907, 284.5683866817584, 7.78220959046493] >>>>> [93.3684154135094, 262.9181150861341, -29.873283216104753] >>>>> [60.945408761034926, 223.5685414468715, 38.09991135745824] >>>>> [79.15304783352373, 262.6305336069699, -11.895688474843894] >> Running individual: {'amp': 67.774914549644, 'period': 180.89114842228528, 'offset': 47.0574238893832} >> Running individual: {'amp': 93.01374466584959, 'period': 299.66551857600325, 'offset': -16.388306670819446} >> Running individual: {'amp': 96.91802798181416, 'period': 259.72149070902736, 'offset': 38.360481014453896} >> Running individual: {'amp': 90.83899240524714, 'period': 226.88736218829195, 'offset': 31.389509945147765} >> Running individual: {'amp': 99.02912809573894, 'period': 162.9639586855203, 'offset': 12.265179402863936} >> Running individual: {'amp': 74.12956959458434, 'period': 244.50650359387208, 'offset': -35.39966432782012} >> Running individual: {'amp': 69.32855425452306, 'period': 233.97028427191793, 'offset': 5.469841172282443} >> Running individual: {'amp': 66.1224228502031, 'period': 224.41306990777872, 'offset': -2.702580810213661} >> Running individual: {'amp': 67.96138108150863, 'period': 293.47576896814337, 'offset': -28.635397610802173} >> Running individual: {'amp': 96.13136176869266, 'period': 224.52131099679974, 'offset': 41.15383246606119} >> Running individual: {'amp': 67.06706370992006, 'period': 180.6574732005854, 'offset': -7.772270812569168} >> Running individual: {'amp': 82.29587718478226, 'period': 184.48343170300978, 'offset': 17.324561664868007} >> Running individual: {'amp': 85.22729925810529, 'period': 263.1536041430402, 'offset': 38.9730222593598} >> Running individual: {'amp': 65.36065461438798, 'period': 259.0658572646573, 'offset': 23.3496158722278} >> Running individual: {'amp': 95.49346093018664, 'period': 156.33923872056891, 'offset': 5.7802761283570305} >> Running individual: {'amp': 84.02568375480803, 'period': 162.93943333910752, 'offset': 48.08295680945862} >> Running individual: {'amp': 80.69362580904907, 'period': 284.5683866817584, 'offset': 7.78220959046493} >> Running individual: {'amp': 93.3684154135094, 'period': 262.9181150861341, 'offset': -29.873283216104753} >> Running individual: {'amp': 60.945408761034926, 'period': 223.5685414468715, 'offset': 38.09991135745824} >> Running individual: {'amp': 79.15304783352373, 'period': 262.6305336069699, 'offset': -11.895688474843894} pyelectro >>> Cannot analyse data: max of v (114.832338) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (114.832338) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -109.40203073780394, cost: 0.00488534836932808, fitness inc: 0.00488534836932808 Target average_maximum (weight 1.0): target val: 55.0, actual: 76.62542260119346, cost: 0.003594320558351738, fitness inc: 0.003594320558351738 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.337041156840367, cost: 0.0006405479757336519, fitness inc: 0.0006405479757336519 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 74.90000000000002, cost: 0.0009176169391239553, fitness inc: 0.0009176169391239553 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 299.70000000006814, cost: 0.0009213173249610351, fitness inc: 0.0009213173249610351 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 299.60000000006806, cost: 0.0009176169391266198, fitness inc: 0.0009176169391266198 Fitness: 0.01187676810662508 pyelectro >>> Cannot analyse data: max of v (135.278508) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (135.278508) >100 Data is non-analysable Fitness: 8.0 pyelectro >>> Cannot analyse data: max of v (122.228502) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (122.228502) >100 Data is non-analysable Fitness: 8.0 pyelectro >>> Cannot analyse data: max of v (111.294307) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (111.294307) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -109.52922869268916, cost: 0.004921363178990168, fitness inc: 0.004921363178990168 Target average_maximum (weight 1.0): target val: 55.0, actual: 38.72987157631323, cost: 0.0020377339851741505, fitness inc: 0.0020377339851741505 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.089979550101628, cost: 1.1806993104990227e-05, fitness inc: 1.1806993104990227e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.1000000000006, cost: 1.1707596263788034e-05, fitness inc: 1.1707596263788034e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 244.5000000000556, cost: 1.1293205795404049e-05, fitness inc: 1.1293205795404049e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 244.5000000000004, cost: 1.1293205795404049e-05, fitness inc: 1.1293205795404049e-05 Fitness: 0.007005198165123905 Target average_minimum (weight 1.0): target val: -75.0, actual: -63.85869267430314, cost: 0.0005146393669723803, fitness inc: 0.0005146393669723803 Target average_maximum (weight 1.0): target val: 55.0, actual: 74.79837924687048, cost: 0.003014390927948085, fitness inc: 0.003014390927948085 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.27396089325711, cost: 0.00010944260376410941, fitness inc: 0.00010944260376410941 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.50000000000056, cost: 9.556419994427579e-05, fitness inc: 9.556419994427579e-05 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 234.0000000000532, cost: 9.556419994427579e-05, fitness inc: 9.556419994427579e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 233.90000000005313, cost: 9.676236947042671e-05, fitness inc: 9.676236947042671e-05 Fitness: 0.007968461799624293 Target average_minimum (weight 1.0): target val: -75.0, actual: -68.82497571384172, cost: 0.00015814771100031155, fitness inc: 0.00015814771100031155 Target average_maximum (weight 1.0): target val: 55.0, actual: 63.41981652357073, cost: 0.0005465365856966997, fitness inc: 0.0005465365856966997 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.455831569565937, cost: 0.00030292423799516133, fitness inc: 0.00030292423799516133 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 56.10000000000053, cost: 0.0002446078856764844, fitness inc: 0.0002446078856764844 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 224.50000000005105, cost: 0.00024270108188528816, fitness inc: 0.00024270108188528816 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 224.39999999999475, cost: 0.0002446078856764844, fitness inc: 0.0002446078856764844 Fitness: 0.00578162351951117 Target average_minimum (weight 1.0): target val: -75.0, actual: -96.59676787750715, cost: 0.0019310446986856578, fitness inc: 0.0019310446986856578 Target average_maximum (weight 1.0): target val: 55.0, actual: 39.32597024233456, cost: 0.0018914310940010282, fitness inc: 0.0018914310940010282 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.4075420263510843, cost: 0.0005116225154488951, fitness inc: 0.0005116225154488951 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 73.4000000000001, cost: 0.0007091884281684724, fitness inc: 0.0007091884281684724 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 293.50000000006673, cost: 0.0007059412948318133, fitness inc: 0.0007059412948318133 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 293.4000000000148, cost: 0.0007027015965691552, fitness inc: 0.0007027015965691552 Fitness: 0.006451929627705022 pyelectro >>> Cannot analyse data: max of v (137.285193) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (137.285193) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.83929986290684, cost: 1.0712398179624216e-07, fitness inc: 1.0712398179624216e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.294753075486085, cost: 0.0001422545022162769, fitness inc: 0.0001422545022162769 Target min_peak_no (weight 1): target val: 3, actual: 5, cost: 0.01026392961876832, fitness inc: 0.01026392961876832 Target max_peak_no (weight 1.0): target val: 4, actual: 6, cost: 0.0057995028997515075, fitness inc: 0.0057995028997515075 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 5.535259603674513, cost: 0.003425549102365033, fitness inc: 0.003425549102365033 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 45.20000000000037, cost: 0.0017845685549570112, fitness inc: 0.0017845685549570112 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 180.7000000000411, cost: 0.0017897207566797135, fitness inc: 0.0017897207566797135 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 180.5999999999911, cost: 0.0017948803451048878, fitness inc: 0.0017948803451048878 Fitness: 0.025000512903824545 Target average_minimum (weight 1.0): target val: -75.0, actual: -64.97127196070856, cost: 0.00041702761695250334, fitness inc: 0.00041702761695250334 Target average_maximum (weight 1.0): target val: 55.0, actual: 99.62039951869076, cost: 0.015125138760804124, fitness inc: 0.015125138760804124 Target min_peak_no (weight 1): target val: 3, actual: 5, cost: 0.01026392961876832, fitness inc: 0.01026392961876832 Target max_peak_no (weight 1.0): target val: 4, actual: 6, cost: 0.0057995028997515075, fitness inc: 0.0057995028997515075 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 5.420641803988704, cost: 0.0029346048198576336, fitness inc: 0.0029346048198576336 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 46.100000000000385, cost: 0.0016040107493393574, fitness inc: 0.0016040107493393574 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 184.50000000004195, cost: 0.0015991320142469956, fitness inc: 0.0015991320142469956 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 184.40000000004193, cost: 0.001604010749337359, fitness inc: 0.001604010749337359 Fitness: 0.0393473572290578 pyelectro >>> Cannot analyse data: max of v (124.200321) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (124.200321) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -42.011024801548736, cost: 0.004494028031493347, fitness inc: 0.004494028031493347 Target average_maximum (weight 1.0): target val: 55.0, actual: 88.71025382949585, cost: 0.00868930900296827, fitness inc: 0.00868930900296827 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.860010293360175, cost: 2.8578313622240614e-05, fitness inc: 2.8578313622240614e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.8000000000006, cost: 3.1597934872173994e-05, fitness inc: 3.1597934872173994e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.1000000000589, cost: 3.091477758032646e-05, fitness inc: 3.091477758032646e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 259.00000000000455, cost: 3.0239085570094026e-05, fitness inc: 3.0239085570094026e-05 Fitness: 0.013304667146106453 pyelectro >>> Cannot analyse data: max of v (101.273737) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (101.273737) >100 Data is non-analysable Fitness: 8.0 pyelectro >>> Cannot analyse data: max of v (132.108637) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (132.108637) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.91140255596751, cost: 1.8094887373698576e-05, fitness inc: 1.8094887373698576e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 88.47581296779029, cost: 0.008569900343577297, fitness inc: 0.008569900343577297 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.5141150286980234, cost: 0.0003441709716758279, fitness inc: 0.0003441709716758279 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 71.10000000000024, cost: 0.00044159264312049196, fitness inc: 0.00044159264312049196 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 284.60000000006465, cost: 0.0004467400674467159, fitness inc: 0.0004467400674467159 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 284.5000000000647, cost: 0.0004441626318946179, fitness inc: 0.0004441626318946179 Fitness: 0.01026466154508865 Target average_minimum (weight 1.0): target val: -75.0, actual: -123.24169159945204, cost: 0.009561517419451437, fitness inc: 0.009561517419451437 Target average_maximum (weight 1.0): target val: 55.0, actual: 63.49510170714316, cost: 0.0005563484540744845, fitness inc: 0.0005563484540744845 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.803245436104873, cost: 5.6452335640000406e-05, fitness inc: 5.6452335640000406e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 263.00000000005974, cost: 6.308935281584827e-05, fitness inc: 6.308935281584827e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.90000000000566, cost: 6.2122540550269e-05, fitness inc: 6.2122540550269e-05 Fitness: 0.010360693294700352 Target average_minimum (weight 1.0): target val: -75.0, actual: -22.845478859919034, cost: 0.011157459643468481, fitness inc: 0.011157459643468481 Target average_maximum (weight 1.0): target val: 55.0, actual: 99.04530277710884, cost: 0.014743477269767213, fitness inc: 0.014743477269767213 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.472772000446541, cost: 0.0003258507764217766, fitness inc: 0.0003258507764217766 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 55.900000000000524, cost: 0.0002601307144042275, fitness inc: 0.0002601307144042275 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 223.60000000005084, cost: 0.0002601307144042275, fitness inc: 0.0002601307144042275 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 223.50000000005082, cost: 0.0002621046164913432, fitness inc: 0.0002621046164913432 Fitness: 0.03105125186653801 Target average_minimum (weight 1.0): target val: -75.0, actual: -91.04872196227346, cost: 0.0010672628952331786, fitness inc: 0.0010672628952331786 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.25733269345955, cost: 0.0011575515610099396, fitness inc: 0.0011575515610099396 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8080731150032037, cost: 5.371617781102511e-05, fitness inc: 5.371617781102511e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 262.6000000000597, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.6000000000056, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Fitness: 0.0024582276006782644 >>>>> Evaluating: >>>>> [74.37062552665344, 290.73551186601446, -2.2616891572559688] >>>>> [71.86061545857959, 288.2757268763288, -4.947646727739003] >>>>> [75.08111250179512, 290.4448266139571, 24.889037123492734] >>>>> [65.05912633406476, 289.9208690025473, 4.253571395735175] >>>>> [77.14039752275033, 251.82180580289483, -12.142734055892731] >>>>> [93.11263639570006, 229.7097806633677, -4.264816465114909] >>>>> [70.42013375467681, 234.9405615015103, -18.1422779545344] >>>>> [68.47543092926074, 240.2605303647776, -33.184977763844536] >>>>> [68.86883751390651, 230.50233967969882, 5.624250825699917] >>>>> [69.13034043139454, 232.95840270612996, 4.382698554625188] >> Running individual: {'amp': 74.37062552665344, 'period': 290.73551186601446, 'offset': -2.2616891572559688} >> Running individual: {'amp': 71.86061545857959, 'period': 288.2757268763288, 'offset': -4.947646727739003} >> Running individual: {'amp': 75.08111250179512, 'period': 290.4448266139571, 'offset': 24.889037123492734} >> Running individual: {'amp': 65.05912633406476, 'period': 289.9208690025473, 'offset': 4.253571395735175} >> Running individual: {'amp': 77.14039752275033, 'period': 251.82180580289483, 'offset': -12.142734055892731} >> Running individual: {'amp': 93.11263639570006, 'period': 229.7097806633677, 'offset': -4.264816465114909} >> Running individual: {'amp': 70.42013375467681, 'period': 234.9405615015103, 'offset': -18.1422779545344} >> Running individual: {'amp': 68.47543092926074, 'period': 240.2605303647776, 'offset': -33.184977763844536} >> Running individual: {'amp': 68.86883751390651, 'period': 230.50233967969882, 'offset': 5.624250825699917} >> Running individual: {'amp': 69.13034043139454, 'period': 232.95840270612996, 'offset': 4.382698554625188} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.63229721299692, cost: 1.1052179679671426e-05, fitness inc: 1.1052179679671426e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 72.10892437875673, cost: 0.0022527725695872247, fitness inc: 0.0022527725695872247 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.4395780784218037, cost: 0.00045781304273906365, fitness inc: 0.00045781304273906365 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.70000000000014, cost: 0.0006210796203809377, fitness inc: 0.0006210796203809377 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 290.80000000006606, cost: 0.0006210796203811597, fitness inc: 0.0006210796203811597 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 290.700000000014, cost: 0.0006180407227770468, fitness inc: 0.0006180407227770468 Fitness: 0.004581837755545104 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.8082502676633, cost: 1.3563302383112763e-05, fitness inc: 1.3563302383112763e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 66.91295426366165, cost: 0.0010934909630792022, fitness inc: 0.0010934909630792022 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.4690101757626035, cost: 0.0004110083680998189, fitness inc: 0.0004110083680998189 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.10000000000018, cost: 0.0005501995138470495, fitness inc: 0.0005501995138470495 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 288.30000000006555, cost: 0.0005473391890837842, fitness inc: 0.0005473391890837842 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 288.20000000001323, cost: 0.0005444863064864025, fitness inc: 0.0005444863064864025 Fitness: 0.00316008764297937 Target average_minimum (weight 1.0): target val: -75.0, actual: -50.19206286668676, cost: 0.002546409593439769, fitness inc: 0.002546409593439769 Target average_maximum (weight 1.0): target val: 55.0, actual: 99.97013141271374, cost: 0.015359511717444319, fitness inc: 0.015359511717444319 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.443130953746697, cost: 0.00045202931516008515, fitness inc: 0.00045202931516008515 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.60000000000015, cost: 0.000608968664529641, fitness inc: 0.000608968664529641 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 290.5000000000139, cost: 0.0006119852447138419, fitness inc: 0.0006119852447138419 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 290.400000000066, cost: 0.0006089686645316394, fitness inc: 0.0006089686645316394 Fitness: 0.020187873199819295 Target average_minimum (weight 1.0): target val: -75.0, actual: -60.80553740205323, cost: 0.0008350824273045676, fitness inc: 0.0008350824273045676 Target average_maximum (weight 1.0): target val: 55.0, actual: 69.31268738443475, cost: 0.0015776406061174253, fitness inc: 0.0015776406061174253 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.449465332872828, cost: 0.00044180866423515486, fitness inc: 0.00044180866423515486 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.50000000000016, cost: 0.0005969767392277614, fitness inc: 0.0005969767392277614 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 289.9000000000659, cost: 0.0005939973574331514, fitness inc: 0.0005939973574331514 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 289.90000000001373, cost: 0.0005939973574333735, fitness inc: 0.0005939973574333735 Fitness: 0.004639503151751434 Target average_minimum (weight 1.0): target val: -75.0, actual: -89.28312060098824, cost: 0.0008455379353791148, fitness inc: 0.0008455379353791148 Target average_maximum (weight 1.0): target val: 55.0, actual: 64.99764582902459, cost: 0.0007703927645205111, fitness inc: 0.0007703927645205111 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.971405877680084, cost: 1.1923666654034548e-06, fitness inc: 1.1923666654034548e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.80000000005725, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.80000000000246, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Fitness: 0.0016210355947420263 Target average_minimum (weight 1.0): target val: -75.0, actual: -97.37744838357611, cost: 0.0020728802410703295, fitness inc: 0.0020728802410703295 Target average_maximum (weight 1.0): target val: 55.0, actual: 88.84776884119351, cost: 0.008759724326014351, fitness inc: 0.008759724326014351 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.35303079769217, cost: 0.00018172014029649297, fitness inc: 0.00018172014029649297 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 57.400000000000546, cost: 0.00015534226503155502, fitness inc: 0.00015534226503155502 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 229.80000000005225, cost: 0.0001523117309361055, fitness inc: 0.0001523117309361055 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 229.69999999999624, cost: 0.00015382326809521008, fitness inc: 0.00015382326809521008 Fitness: 0.015517900103024784 Target average_minimum (weight 1.0): target val: -75.0, actual: -88.56239244681022, cost: 0.000762422370629845, fitness inc: 0.000762422370629845 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.27783585171933, cost: 5.715512820247959e-05, fitness inc: 5.715512820247959e-05 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.256224728664958, cost: 9.573203888646464e-05, fitness inc: 9.573203888646464e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.700000000000564, cost: 8.624749406149768e-05, fitness inc: 8.624749406149768e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 235.00000000005343, cost: 8.399294459260354e-05, fitness inc: 8.399294459260354e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 234.90000000005335, cost: 8.511648789955029e-05, fitness inc: 8.511648789955029e-05 Fitness: 0.005212764595853181 Target average_minimum (weight 1.0): target val: -75.0, actual: -101.66039125345851, cost: 0.002939738520830515, fitness inc: 0.002939738520830515 Target average_maximum (weight 1.0): target val: 55.0, actual: 35.29042829807742, cost: 0.0029874895036763327, fitness inc: 0.0029874895036763327 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.162619675315039, cost: 3.856436931493068e-05, fitness inc: 3.856436931493068e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 60.100000000000584, cost: 3.440521624031856e-05, fitness inc: 3.440521624031856e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 240.30000000005458, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 240.1999999999992, cost: 3.585364780311906e-05, fitness inc: 3.585364780311906e-05 Fitness: 0.006071176957340496 Target average_minimum (weight 1.0): target val: -75.0, actual: -63.24457654743189, cost: 0.0005729041046487193, fitness inc: 0.0005729041046487193 Target average_maximum (weight 1.0): target val: 55.0, actual: 74.49306462462076, cost: 0.0029224063869894845, fitness inc: 0.0029224063869894845 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.3383947939255245, cost: 0.00016696737888366453, fitness inc: 0.00016696737888366453 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 57.60000000000055, cost: 0.0001433991670630741, fitness inc: 0.0001433991670630741 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 230.5000000000524, cost: 0.00014193985021893063, fitness inc: 0.00014193985021893063 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 230.49999999999648, cost: 0.00014193985021893063, fitness inc: 0.00014193985021893063 Fitness: 0.008131654869603544 Target average_minimum (weight 1.0): target val: -75.0, actual: -64.74762819249216, cost: 0.00043582650207418805, fitness inc: 0.00043582650207418805 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Target average_maximum (weight 1.0): target val: 55.0, actual: 73.5130168108872, cost: 0.002636690684329812, fitness inc: 0.002636690684329812 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.2923060414200345, cost: 0.00012458859094832686, fitness inc: 0.00012458859094832686 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.20000000000056, cost: 0.00011043473615535149, fitness inc: 0.00011043473615535149 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 233.00000000005298, cost: 0.00010788169361786171, fitness inc: 0.00010788169361786171 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 232.90000000005296, cost: 0.00010915448399717587, fitness inc: 0.00010915448399717587 Fitness: 0.007566674822703456 >>>>> Evaluating: >>>>> [69.04321219641496, 234.13790422927056, -34.935228535527244] >>>>> [69.19573567091469, 234.18758937639276, -10.8028173670821] >>>>> [68.63674401194626, 230.73181644947098, 0.4854230332280588] >>>>> [71.3987635604225, 244.45544625100746, -0.1627446997133335] >>>>> [64.55362350045858, 292.53509324972646, -11.767485735187153] >>>>> [63.93866380205511, 271.52195476910873, -7.925080154313232] >>>>> [79.15304783352373, 262.6305336069699, -11.895688474843894] >>>>> [79.15304783352373, 262.6305336069699, -11.35843751205962] >>>>> [68.52939020233265, 280.2092357320422, -29.262992311066935] >>>>> [71.64092695192704, 242.40380847780045, -17.577874815462366] >> Running individual: {'amp': 69.04321219641496, 'period': 234.13790422927056, 'offset': -34.935228535527244} >> Running individual: {'amp': 69.19573567091469, 'period': 234.18758937639276, 'offset': -10.8028173670821} >> Running individual: {'amp': 68.63674401194626, 'period': 230.73181644947098, 'offset': 0.4854230332280588} >> Running individual: {'amp': 71.3987635604225, 'period': 244.45544625100746, 'offset': -0.1627446997133335} >> Running individual: {'amp': 64.55362350045858, 'period': 292.53509324972646, 'offset': -11.767485735187153} >> Running individual: {'amp': 63.93866380205511, 'period': 271.52195476910873, 'offset': -7.925080154313232} >> Running individual: {'amp': 79.15304783352373, 'period': 262.6305336069699, 'offset': -11.895688474843894} >> Running individual: {'amp': 79.15304783352373, 'period': 262.6305336069699, 'offset': -11.35843751205962} >> Running individual: {'amp': 68.52939020233265, 'period': 280.2092357320422, 'offset': -29.262992311066935} >> Running individual: {'amp': 71.64092695192704, 'period': 242.40380847780045, 'offset': -17.577874815462366} Target average_minimum (weight 1.0): target val: -75.0, actual: -103.97842553576515, cost: 0.0034713118858481495, fitness inc: 0.0034713118858481495 Target average_maximum (weight 1.0): target val: 55.0, actual: 34.1079609247113, cost: 0.003355469941508038, fitness inc: 0.003355469941508038 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.270766602604451, cost: 0.0001069056265492474, fitness inc: 0.0001069056265492474 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.50000000000056, cost: 9.556419994427579e-05, fitness inc: 9.556419994427579e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 234.20000000005325, cost: 9.319024810150456e-05, fitness inc: 9.319024810150456e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 234.10000000005317, cost: 9.4373492802724e-05, fitness inc: 9.4373492802724e-05 Fitness: 0.01125891352633468 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.99853610570264, cost: 0.00010363224733322962, fitness inc: 0.00010363224733322962 Target average_maximum (weight 1.0): target val: 55.0, actual: 58.39289849460579, cost: 8.878806238532544e-05, fitness inc: 8.878806238532544e-05 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.269854824935236, cost: 0.00010618692851127598, fitness inc: 0.00010618692851127598 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.50000000000056, cost: 9.556419994427579e-05, fitness inc: 9.556419994427579e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 234.20000000005325, cost: 9.319024810150456e-05, fitness inc: 9.319024810150456e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 234.1999999999975, cost: 9.31902481017266e-05, fitness inc: 9.31902481017266e-05 Fitness: 0.004622650065958078 Target average_minimum (weight 1.0): target val: -75.0, actual: -68.15128992774957, cost: 0.00019453033285421473, fitness inc: 0.00019453033285421473 Target average_maximum (weight 1.0): target val: 55.0, actual: 69.12215050361155, cost: 0.001535979774757057, fitness inc: 0.001535979774757057 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.334164048108498, cost: 0.000162819168380679, fitness inc: 0.000162819168380679 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 57.70000000000055, cost: 0.00013760666180073766, fitness inc: 0.00013760666180073766 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 230.80000000005248, cost: 0.00013760666180073766, fitness inc: 0.00013760666180073766 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 230.69999999999652, cost: 0.00013904359752281437, fitness inc: 0.00013904359752281437 Fitness: 0.006349684328696981 Target average_minimum (weight 1.0): target val: -75.0, actual: -71.56147684191528, cost: 4.9042981666969077e-05, fitness inc: 4.9042981666969077e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 71.2360062493907, cost: 0.002029213086857995, fitness inc: 0.002029213086857995 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.0905372238881155, cost: 1.1953799264663445e-05, fitness inc: 1.1953799264663445e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.1000000000006, cost: 1.1707596263788034e-05, fitness inc: 1.1707596263788034e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 244.5000000000556, cost: 1.1293205795404049e-05, fitness inc: 1.1293205795404049e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 244.4000000000555, cost: 1.1707596263565989e-05, fitness inc: 1.1707596263565989e-05 Fitness: 0.0021249182661123855 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.3210986163751, cost: 7.239716996121359e-06, fitness inc: 7.239716996121359e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.78612417536647, cost: 3.7804326336154936e-05, fitness inc: 3.7804326336154936e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.4184138559702553, cost: 0.000493027033710236, fitness inc: 0.000493027033710236 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 73.10000000000012, cost: 0.000670713574706383, fitness inc: 0.000670713574706383 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 292.6000000000145, cost: 0.0006770516904367474, fitness inc: 0.0006770516904367474 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 292.50000000006645, cost: 0.0006738789143209134, fitness inc: 0.0006738789143209134 Fitness: 0.002559715256506556 Target average_minimum (weight 1.0): target val: -75.0, actual: -71.86372528878277, cost: 4.080042915310944e-05, fitness inc: 4.080042915310944e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.013570249677784, cost: 7.924204487030906e-06, fitness inc: 7.924204487030906e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.6832412523014306, cost: 0.0001463020779247648, fitness inc: 0.0001463020779247648 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 67.90000000000042, cost: 0.00017415206577509057, fitness inc: 0.00017415206577509057 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 271.50000000006173, cost: 0.0001725435569165379, fitness inc: 0.0001725435569165379 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 271.50000000000824, cost: 0.00017254355691675993, fitness inc: 0.00017254355691675993 Fitness: 0.0007142658911732935 Target average_minimum (weight 1.0): target val: -75.0, actual: -91.04872196227346, cost: 0.0010672628952331786, fitness inc: 0.0010672628952331786 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.25733269345955, cost: 0.0011575515610099396, fitness inc: 0.0011575515610099396 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8080731150032037, cost: 5.371617781102511e-05, fitness inc: 5.371617781102511e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 262.6000000000597, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.6000000000056, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Fitness: 0.0024582276006782644 Target average_minimum (weight 1.0): target val: -75.0, actual: -90.51147099948919, cost: 0.0009970730770306746, fitness inc: 0.0009970730770306746 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.7945836562438, cost: 0.0012611178727093275, fitness inc: 0.0012611178727093275 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8080731150032037, cost: 5.371617781102511e-05, fitness inc: 5.371617781102511e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 262.6000000000597, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.6000000000056, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Fitness: 0.0024916040941751483 Target average_minimum (weight 1.0): target val: -75.0, actual: -97.79236180777217, cost: 0.0021502950362152218, fitness inc: 0.0021502950362152218 Target average_maximum (weight 1.0): target val: 55.0, actual: 39.26637632840104, cost: 0.001905813717627991, fitness inc: 0.001905813717627991 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.568879371876644, cost: 0.0002709796692719202, fitness inc: 0.0002709796692719202 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 70.10000000000029, cost: 0.0003449007357733125, fitness inc: 0.0003449007357733125 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 280.2000000000637, cost: 0.0003403790359962633, fitness inc: 0.0003403790359962633 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 280.20000000001085, cost: 0.0003403790359962633, fitness inc: 0.0003403790359962633 Fitness: 0.005352747230880972 Target average_minimum (weight 1.0): target val: -75.0, actual: -89.21880046564206, cost: 0.0008379461502907581, fitness inc: 0.0008379461502907581 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.06305063109205, cost: 6.7714349620828784e-06, fitness inc: 6.7714349620828784e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.125412541253501, cost: 2.2936586094091105e-05, fitness inc: 2.2936586094091105e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 60.60000000000059, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 242.40000000005512, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 242.3999999999998, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Fitness: 0.0009323439763933017 >>>>> Evaluating: >>>>> [68.5735958374925, 282.3749630031772, -4.289213041273961] >>>>> [69.08635855865401, 288.18027865300957, -9.881062639824666] >>>>> [70.09109460805674, 247.40001443349053, -28.442857401502035] >>>>> [73.01695799576214, 261.7851914072967, -10.694506373149093] >>>>> [75.16991510061898, 261.5963598332221, -22.248657725310167] >>>>> [74.86129126387182, 278.6009943134907, -16.257387828849502] >>>>> [75.13877732312551, 263.8393407526349, -9.402181899612128] >>>>> [66.96219062311972, 272.08314980840896, -7.0954456247177555] >>>>> [73.97234789604482, 243.14406004723062, -14.735948861663765] >>>>> [77.4622978550431, 243.91813936029646, -12.667928215932507] >> Running individual: {'amp': 68.5735958374925, 'period': 282.3749630031772, 'offset': -4.289213041273961} >> Running individual: {'amp': 69.08635855865401, 'period': 288.18027865300957, 'offset': -9.881062639824666} >> Running individual: {'amp': 70.09109460805674, 'period': 247.40001443349053, 'offset': -28.442857401502035} >> Running individual: {'amp': 73.01695799576214, 'period': 261.7851914072967, 'offset': -10.694506373149093} >> Running individual: {'amp': 75.16991510061898, 'period': 261.5963598332221, 'offset': -22.248657725310167} >> Running individual: {'amp': 74.86129126387182, 'period': 278.6009943134907, 'offset': -16.257387828849502} >> Running individual: {'amp': 75.13877732312551, 'period': 263.8393407526349, 'offset': -9.402181899612128} >> Running individual: {'amp': 66.96219062311972, 'period': 272.08314980840896, 'offset': -7.0954456247177555} >> Running individual: {'amp': 73.97234789604482, 'period': 243.14406004723062, 'offset': -14.735948861663765} Single spike width algorithm failure - setting to 0 >> Running individual: {'amp': 77.4622978550431, 'period': 243.91813936029646, 'offset': -12.667928215932507} Target average_minimum (weight 1.0): target val: -75.0, actual: -72.8627905303054, cost: 1.8946989284285287e-05, fitness inc: 1.8946989284285287e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 64.28436890781957, cost: 0.0006644579729719879, fitness inc: 0.0006644579729719879 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.5414945106829236, cost: 0.0003064874920631899, fitness inc: 0.0003064874920631899 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 70.60000000000026, cost: 0.0003917568664096871, fitness inc: 0.0003917568664096871 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 282.4000000000642, cost: 0.00039175686640990914, fitness inc: 0.00039175686640990914 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 282.30000000006413, cost: 0.000389343286097521, fitness inc: 0.000389343286097521 Fitness: 0.0021627494732365804 Target average_minimum (weight 1.0): target val: -75.0, actual: -78.96741300197324, cost: 6.528910683067934e-05, fitness inc: 6.528910683067934e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.20528399683371, cost: 0.00013639009433219496, fitness inc: 0.00013639009433219496 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.469812630117395, cost: 0.0004097675488650143, fitness inc: 0.0004097675488650143 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.00000000000018, cost: 0.0005388028682991042, fitness inc: 0.0005388028682991042 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 288.20000000006553, cost: 0.0005444863064861805, fitness inc: 0.0005444863064861805 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 288.20000000001323, cost: 0.0005444863064864025, fitness inc: 0.0005444863064864025 Fitness: 0.0022392222312995758 Target average_minimum (weight 1.0): target val: -75.0, actual: -98.5338955556237, cost: 0.002292161881820909, fitness inc: 0.002292161881820909 Target average_maximum (weight 1.0): target val: 55.0, actual: 41.64818075261685, cost: 0.0013732054224070422, fitness inc: 0.0013732054224070422 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.042037186741498, cost: 2.577050751351173e-06, fitness inc: 2.577050751351173e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.90000000000061, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 247.40000000005625, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 247.40000000000123, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Fitness: 0.0036751422042835546 Target average_minimum (weight 1.0): target val: -75.0, actual: -83.71144909436187, cost: 0.00031470117925957997, fitness inc: 0.00031470117925957997 Target average_maximum (weight 1.0): target val: 55.0, actual: 62.32243365772095, cost: 0.0004134116567032775, fitness inc: 0.0004134116567032775 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8197097020620383, cost: 4.7400282421894424e-05, fitness inc: 4.7400282421894424e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.8000000000595, cost: 5.198023124852735e-05, fitness inc: 5.198023124852735e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.80000000000535, cost: 5.198023124852735e-05, fitness inc: 5.198023124852735e-05 Fitness: 0.0009297067907130252 Target average_minimum (weight 1.0): target val: -75.0, actual: -97.41857175449677, cost: 0.002080490102266408, fitness inc: 0.002080490102266408 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.92125613627806, cost: 3.3330274572751506e-05, fitness inc: 3.3330274572751506e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8226299694183554, cost: 4.587724814786309e-05, fitness inc: 4.587724814786309e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.6000000000595, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.6000000000053, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Fitness: 0.0023103972544806783 Target average_minimum (weight 1.0): target val: -75.0, actual: -91.11863474019772, cost: 0.0010765717153338183, fitness inc: 0.0010765717153338183 Target average_maximum (weight 1.0): target val: 55.0, actual: 58.60385907151915, cost: 0.00010017134370665648, fitness inc: 0.00010017134370665648 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.5893754486713427, cost: 0.0002458328128416287, fitness inc: 0.0002458328128416287 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 69.70000000000032, cost: 0.00030956174185381435, fitness inc: 0.00030956174185381435 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 278.60000000006335, cost: 0.0003052785099054711, fitness inc: 0.0003052785099054711 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 278.60000000001037, cost: 0.00030527850990569316, fitness inc: 0.00030527850990569316 Fitness: 0.002342694633547082 Target average_minimum (weight 1.0): target val: -75.0, actual: -84.54094130012244, cost: 0.00037746157340312614, fitness inc: 0.00037746157340312614 Target average_maximum (weight 1.0): target val: 55.0, actual: 65.73657631296163, cost: 0.0008883764727940502, fitness inc: 0.0008883764727940502 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.7902716361333204, cost: 6.414211599792274e-05, fitness inc: 6.414211599792274e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 66.00000000000053, cost: 7.316797938827779e-05, fitness inc: 7.316797938827779e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 263.90000000006, cost: 7.212653072175002e-05, fitness inc: 7.212653072175002e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 263.800000000006, cost: 7.109254549064747e-05, fitness inc: 7.109254549064747e-05 Fitness: 0.0015463672177957744 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.05761059960317, cost: 3.683947598198678e-06, fitness inc: 3.683947598198678e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.866738301909024, cost: 0.00018266193639449035, fitness inc: 0.00018266193639449035 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.67511944138125, cost: 0.00015389956993849818, fitness inc: 0.00015389956993849818 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 68.00000000000041, cost: 0.0001806606891511242, fitness inc: 0.0001806606891511242 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 272.10000000006187, cost: 0.00018230649161632417, fitness inc: 0.00018230649161632417 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 272.10000000000844, cost: 0.00018230649161632417, fitness inc: 0.00018230649161632417 Fitness: 0.0008855191263149598 Target average_minimum (weight 1.0): target val: -75.0, actual: -88.7082646835753, cost: 0.0007788984114304176, fitness inc: 0.0007788984114304176 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.23638606673425, cost: 0.00013841474321896197, fitness inc: 0.00013841474321896197 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.112969564024603, cost: 1.8611082115538302e-05, fitness inc: 1.8611082115538302e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 60.800000000000594, cost: 1.7262635329529097e-05, fitness inc: 1.7262635329529097e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 243.20000000005524, cost: 1.7262635329529097e-05, fitness inc: 1.7262635329529097e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 243.10000000000002, cost: 1.7774084076327412e-05, fitness inc: 1.7774084076327412e-05 Fitness: 0.0009882235915003035 Target average_minimum (weight 1.0): target val: -75.0, actual: -90.13019187077725, cost: 0.0009487044044261816, fitness inc: 0.0009487044044261816 Target average_maximum (weight 1.0): target val: 55.0, actual: 64.7943579000156, cost: 0.0007394045311761577, fitness inc: 0.0007394045311761577 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.100041000409381, cost: 1.4595081218371497e-05, fitness inc: 1.4595081218371497e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.0000000000006, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 243.90000000005546, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 243.90000000000023, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Fitness: 0.001743926916901395 >>>>> Evaluating: >>>>> [75.8507846897689, 249.90609083027152, -14.146274151382212] >>>>> [73.49669435363656, 243.9529630723681, -13.831989457573396] >>>>> [73.34464572951967, 266.9012715575945, -9.515998177969244] >>>>> [69.80654644062992, 270.04921930168695, -9.930460183176859] >>>>> [63.46605927668348, 261.6719203708418, -11.805542572496588] >>>>> [61.83425159238372, 260.5428122690482, -8.468087832920189] >>>>> [67.08652883380749, 253.7678371418877, -5.619673646154428] >>>>> [68.1605511767674, 257.50164820978733, -11.741567801524193] >>>>> [79.15304783352373, 262.6305336069699, -11.3400778988086] >>>>> [79.15304783352373, 260.37319110790605, -11.801683078915731] >> Running individual: {'amp': 75.8507846897689, 'period': 249.90609083027152, 'offset': -14.146274151382212} >> Running individual: {'amp': 73.49669435363656, 'period': 243.9529630723681, 'offset': -13.831989457573396} >> Running individual: {'amp': 73.34464572951967, 'period': 266.9012715575945, 'offset': -9.515998177969244} >> Running individual: {'amp': 69.80654644062992, 'period': 270.04921930168695, 'offset': -9.930460183176859} >> Running individual: {'amp': 63.46605927668348, 'period': 261.6719203708418, 'offset': -11.805542572496588} >> Running individual: {'amp': 61.83425159238372, 'period': 260.5428122690482, 'offset': -8.468087832920189} >> Running individual: {'amp': 67.08652883380749, 'period': 253.7678371418877, 'offset': -5.619673646154428} >> Running individual: {'amp': 68.1605511767674, 'period': 257.50164820978733, 'offset': -11.741567801524193} >> Running individual: {'amp': 79.15304783352373, 'period': 262.6305336069699, 'offset': -11.3400778988086} >> Running individual: {'amp': 79.15304783352373, 'period': 260.37319110790605, 'offset': -11.801683078915731} Target average_minimum (weight 1.0): target val: -75.0, actual: -89.99702776413572, cost: 0.0009320938821749669, fitness inc: 0.0009320938821749669 Target average_maximum (weight 1.0): target val: 55.0, actual: 61.704504496079, cost: 0.0003466045220160696, fitness inc: 0.0003466045220160696 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001600640255486, cost: 3.7363216964791945e-09, fitness inc: 3.7363216964791945e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.90000000005682, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 0.0012787096071795734 Target average_minimum (weight 1.0): target val: -75.0, actual: -87.32866415660237, cost: 0.0006301044775465225, fitness inc: 0.0006301044775465225 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.66467996239017, cost: 0.00016781169573221177, fitness inc: 0.00016781169573221177 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.099480732439935, cost: 1.4432065230995939e-05, fitness inc: 1.4432065230995939e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.0000000000006, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 244.00000000005542, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 243.90000000000023, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Fitness: 0.0008531194176033541 Target average_minimum (weight 1.0): target val: -75.0, actual: -82.86063334401886, cost: 0.00025624655552980435, fitness inc: 0.00025624655552980435 Target average_maximum (weight 1.0): target val: 55.0, actual: 63.828632446491696, cost: 0.0006008654721321172, fitness inc: 0.0006008654721321172 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.7467216185831393, cost: 9.354324247856649e-05, fitness inc: 9.354324247856649e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 66.70000000000049, cost: 0.00010535849841708522, fitness inc: 0.00010535849841708522 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 266.9000000000607, cost: 0.00010661636507192096, fitness inc: 0.00010661636507192096 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 266.90000000000686, cost: 0.000106616365072143, fitness inc: 0.000106616365072143 Fitness: 0.0012692464987016372 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.73698895857854, cost: 9.307190022600498e-05, fitness inc: 9.307190022600498e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.87607043216947, cost: 0.0001833629999613562, fitness inc: 0.0001833629999613562 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.7027894347068826, cost: 0.00012880399923653751, fitness inc: 0.00012880399923653751 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 67.50000000000044, cost: 0.00014931103621862452, fitness inc: 0.00014931103621862452 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 270.1000000000614, cost: 0.00015080765362129878, fitness inc: 0.00015080765362129878 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 270.00000000006133, cost: 0.0001493110362195127, fitness inc: 0.0001493110362195127 Fitness: 0.0008546686254833347 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.27158480218434, cost: 3.059602818877849e-07, fitness inc: 3.059602818877849e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.66050288426702, cost: 8.601539619934595e-05, fitness inc: 8.601539619934595e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.821656050954809, cost: 4.638242130572401e-05, fitness inc: 4.638242130572401e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.70000000005945, cost: 5.110298835120375e-05, fitness inc: 5.110298835120375e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.6000000000595, cost: 5.0233209831662684e-05, fitness inc: 5.0233209831662684e-05 Fitness: 0.00028427318580104277 Target average_minimum (weight 1.0): target val: -75.0, actual: -70.30232386926089, cost: 9.153362213587535e-05, fitness inc: 9.153362213587535e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.366148129436965, cost: 2.0590544114074127e-05, fitness inc: 2.0590544114074127e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.837789433285821, cost: 3.837058507383251e-05, fitness inc: 3.837058507383251e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.60000000005925, cost: 4.194597379481024e-05, fitness inc: 4.194597379481024e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.5000000000592, cost: 4.115830592466008e-05, fitness inc: 4.115830592466008e-05 Fitness: 0.00027397713391952294 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.7061874865886, cost: 2.1825319749702032e-05, fitness inc: 2.1825319749702032e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 61.46683244266508, cost: 0.0003224738865690302, fitness inc: 0.0003224738865690302 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9406278733738787, cost: 5.1406706442769234e-06, fitness inc: 5.1406706442769234e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.40000000000063, cost: 4.838376589932913e-06, fitness inc: 4.838376589932913e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.80000000005765, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.70000000005768, cost: 5.110907211891558e-06, fitness inc: 5.110907211891558e-06 Fitness: 0.0003647800650361521 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.90210316454522, cost: 9.967261729815213e-05, fitness inc: 9.967261729815213e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.41897338200235, cost: 1.5530776104610844e-05, fitness inc: 1.5530776104610844e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.883495145630459, cost: 1.9794122276817205e-05, fitness inc: 1.9794122276817205e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.40000000000062, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 257.50000000005855, cost: 2.0999559009360347e-05, fitness inc: 2.0999559009360347e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 257.5000000000041, cost: 2.0999559009360347e-05, fitness inc: 2.0999559009360347e-05 Fitness: 0.00019855990204709073 Target average_minimum (weight 1.0): target val: -75.0, actual: -90.49311138623817, cost: 0.0009947165185663076, fitness inc: 0.0009947165185663076 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.81294326949484, cost: 0.0012647351759335068, fitness inc: 0.0012647351759335068 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8080731150032037, cost: 5.371617781102511e-05, fitness inc: 5.371617781102511e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 262.6000000000597, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.6000000000056, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Fitness: 0.0024928648389349606 Target average_minimum (weight 1.0): target val: -75.0, actual: -90.95470559392993, cost: 0.0010548082279456805, fitness inc: 0.0010548082279456805 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.35134799933786, cost: 0.0011753558461343738, fitness inc: 0.0011753558461343738 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.840737421584338, cost: 3.698862807899328e-05, fitness inc: 3.698862807899328e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.4000000000592, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.30000000005913, cost: 3.960536468672338e-05, fitness inc: 3.960536468672338e-05 Fitness: 0.0023875142725983123 >>>>> Evaluating: >>>>> [71.25854314257619, 253.48881608603813, -8.164942101314043] >>>>> [68.60032265328549, 241.99459003165745, -15.927495534458966] >>>>> [63.05586095792705, 260.5255375823507, -11.182677357761081] >>>>> [69.20531814493442, 258.3135407785385, -12.398300247153687] >>>>> [63.59736101491402, 261.490511002922, -8.777341580622618] >>>>> [63.47779777622796, 260.60211399985184, -9.836386049499797] >>>>> [74.72626357370135, 249.368239713854, -9.510415743559436] >>>>> [71.63306680683145, 252.83488963913328, -9.95493286211952] >>>>> [67.76276606608982, 254.0071187126493, -13.275716360714787] >>>>> [70.13282929307915, 267.44076206036334, -12.886524528668264] >> Running individual: {'amp': 71.25854314257619, 'period': 253.48881608603813, 'offset': -8.164942101314043} >> Running individual: {'amp': 68.60032265328549, 'period': 241.99459003165745, 'offset': -15.927495534458966} >> Running individual: {'amp': 63.05586095792705, 'period': 260.5255375823507, 'offset': -11.182677357761081} >> Running individual: {'amp': 69.20531814493442, 'period': 258.3135407785385, 'offset': -12.398300247153687} >> Running individual: {'amp': 63.59736101491402, 'period': 261.490511002922, 'offset': -8.777341580622618} >> Running individual: {'amp': 63.47779777622796, 'period': 260.60211399985184, 'offset': -9.836386049499797} >> Running individual: {'amp': 74.72626357370135, 'period': 249.368239713854, 'offset': -9.510415743559436} >> Running individual: {'amp': 71.63306680683145, 'period': 252.83488963913328, 'offset': -9.95493286211952} >> Running individual: {'amp': 67.76276606608982, 'period': 254.0071187126493, 'offset': -13.275716360714787} >> Running individual: {'amp': 70.13282929307915, 'period': 267.44076206036334, 'offset': -12.886524528668264} Target average_minimum (weight 1.0): target val: -75.0, actual: -79.4234827735534, cost: 8.116105616207125e-05, fitness inc: 8.116105616207125e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 63.09356673010686, cost: 0.0005050238929639184, fitness inc: 0.0005050238929639184 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.945291951603806, cost: 4.364729681238799e-06, fitness inc: 4.364729681238799e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.40000000000063, cost: 4.838376589932913e-06, fitness inc: 4.838376589932913e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.50000000005764, cost: 4.573312418099107e-06, fitness inc: 4.573312418099107e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.40000000005756, cost: 4.315714707936458e-06, fitness inc: 4.315714707936458e-06 Fitness: 0.0006042770825231969 Target average_minimum (weight 1.0): target val: -75.0, actual: -84.5278156639974, cost: 0.00037642411777183415, fitness inc: 0.00037642411777183415 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.67282420030339, cost: 4.177261356419493e-05, fitness inc: 4.177261356419493e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.132231404958053, cost: 2.5498518809285997e-05, fitness inc: 2.5498518809285997e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 60.50000000000059, cost: 2.3892762455623995e-05, fitness inc: 2.3892762455623995e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 242.00000000005502, cost: 2.3892762455623995e-05, fitness inc: 2.3892762455623995e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 241.9999999999997, cost: 2.3892762455623995e-05, fitness inc: 2.3892762455623995e-05 Fitness: 0.0005153735375121871 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.23852323249905, cost: 2.4052849241229524e-06, fitness inc: 2.4052849241229524e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.873168873207774, cost: 7.540975125275295e-05, fitness inc: 7.540975125275295e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8382804503576335, cost: 3.8138647295293815e-05, fitness inc: 3.8138647295293815e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.60000000000497, cost: 4.1945973794366154e-05, fitness inc: 4.1945973794366154e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.5000000000592, cost: 4.115830592466008e-05, fitness inc: 4.115830592466008e-05 Fitness: 0.0002394360660674666 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.60358404380487, cost: 0.00018085691778590984, fitness inc: 0.00018085691778590984 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.80701317083529, cost: 2.5186226461193506e-05, fitness inc: 2.5186226461193506e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.871467286100824, cost: 2.409204659981068e-05, fitness inc: 2.409204659981068e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.6000000000006, cost: 2.634170609627784e-05, fitness inc: 2.634170609627784e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 258.30000000005873, cost: 2.5718271886687738e-05, fitness inc: 2.5718271886687738e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 258.30000000000433, cost: 2.5718271886687738e-05, fitness inc: 2.5718271886687738e-05 Fitness: 0.00030791344071656734 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.37470019981048, cost: 2.8589045331317564e-05, fitness inc: 2.8589045331317564e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.81999094744671, cost: 2.499424310853371e-07, fitness inc: 2.499424310853371e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8245792962768044, cost: 4.487443683232062e-05, fitness inc: 4.487443683232062e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.5000000000594, cost: 4.937089572765174e-05, fitness inc: 4.937089572765174e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.40000000005944, cost: 4.851604607958304e-05, fitness inc: 4.851604607958304e-05 Fitness: 0.0002218335762331769 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.31414421888698, cost: 1.1789353159374905e-05, fitness inc: 1.1789353159374905e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.64137207178992, cost: 1.423791180366063e-05, fitness inc: 1.423791180366063e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8372985418259487, cost: 3.860316628856442e-05, fitness inc: 3.860316628856442e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.20000000000057, cost: 4.3543703863391237e-05, fitness inc: 4.3543703863391237e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.60000000005925, cost: 4.194597379481024e-05, fitness inc: 4.194597379481024e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.600000000005, cost: 4.194597379481024e-05, fitness inc: 4.194597379481024e-05 Fitness: 0.00019206608270461167 Target average_minimum (weight 1.0): target val: -75.0, actual: -84.23666262718267, cost: 0.0003537779408263608, fitness inc: 0.0003537779408263608 Target average_maximum (weight 1.0): target val: 55.0, actual: 65.21582100268336, cost: 0.0008043563372298612, fitness inc: 0.0008043563372298612 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.010159069642479, cost: 1.5050974244701365e-07, fitness inc: 1.5050974244701365e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.40000000005665, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.30000000005668, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 0.0011588410543568184 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.58798331754365, cost: 0.00018000354509517535, fitness inc: 0.00018000354509517535 Target average_maximum (weight 1.0): target val: 55.0, actual: 61.678119458873965, cost: 0.00034388275801733315, fitness inc: 0.00034388275801733315 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9551746868813904, cost: 2.9302332622549443e-06, fitness inc: 2.9302332622549443e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.90000000005745, cost: 3.139723475431566e-06, fitness inc: 3.139723475431566e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.80000000000274, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Fitness: 0.0005358101093828616 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.03847850899074, cost: 0.0001512319751634239, fitness inc: 0.0001512319751634239 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.48704517471881, cost: 2.0295921004942485e-06, fitness inc: 2.0295921004942485e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937007874015136, cost: 5.786644754479653e-06, fitness inc: 5.786644754479653e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 254.00000000000307, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Fitness: 0.00017696810497691562 Target average_minimum (weight 1.0): target val: -75.0, actual: -83.01933918072064, cost: 0.0002666954360623919, fitness inc: 0.0002666954360623919 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.24628718570622, cost: 3.8919303790407866e-05, fitness inc: 3.8919303790407866e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.739249657234849, cost: 9.914333395022457e-05, fitness inc: 9.914333395022457e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 66.90000000000047, cost: 0.00011563036140671556, fitness inc: 0.00011563036140671556 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 267.5000000000608, cost: 0.00011432026271662732, fitness inc: 0.00011432026271662732 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 267.400000000007, cost: 0.00011301762557269779, fitness inc: 0.00011301762557269779 Fitness: 0.000747726323499065 >>>>> Evaluating: >>>>> [69.52966299506444, 252.68361801358432, -13.416402095392703] >>>>> [64.43833792885961, 247.46445931781415, -13.575565609690427] >>>>> [67.63050971349655, 259.78872793745614, -13.085975697930312] >>>>> [67.82904637411636, 253.956573109823, -11.892100164576128] >>>>> [68.18146221159549, 249.1851138198521, -13.883451560218731] >>>>> [73.31985644897084, 246.08646176555192, -12.701535727908304] >>>>> [70.79237936115995, 260.89312592154494, -10.208749882600383] >>>>> [64.73060376180472, 259.70455062030953, -10.073742903814923] >>>>> [62.33310303725812, 258.16099228992005, -13.108161426556979] >>>>> [67.19936210865554, 256.1051078202623, -8.270438340216383] >> Running individual: {'amp': 69.52966299506444, 'period': 252.68361801358432, 'offset': -13.416402095392703} >> Running individual: {'amp': 64.43833792885961, 'period': 247.46445931781415, 'offset': -13.575565609690427} >> Running individual: {'amp': 67.63050971349655, 'period': 259.78872793745614, 'offset': -13.085975697930312} >> Running individual: {'amp': 67.82904637411636, 'period': 253.956573109823, 'offset': -11.892100164576128} >> Running individual: {'amp': 68.18146221159549, 'period': 249.1851138198521, 'offset': -13.883451560218731} >> Running individual: {'amp': 73.31985644897084, 'period': 246.08646176555192, 'offset': -12.701535727908304} >> Running individual: {'amp': 70.79237936115995, 'period': 260.89312592154494, 'offset': -10.208749882600383} >> Running individual: {'amp': 64.73060376180472, 'period': 259.70455062030953, 'offset': -10.073742903814923} >> Running individual: {'amp': 62.33310303725812, 'period': 258.16099228992005, 'offset': -13.108161426556979} >> Running individual: {'amp': 67.19936210865554, 'period': 256.1051078202623, 'offset': -8.270438340216383} Target average_minimum (weight 1.0): target val: -75.0, actual: -82.94606095537041, cost: 0.0002618450150501106, fitness inc: 0.0002618450150501106 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.1132348747336, cost: 9.559184879215366e-06, fitness inc: 9.559184879215366e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.957783641160336, cost: 2.599065468955608e-06, fitness inc: 2.599065468955608e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.70000000005746, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Fitness: 0.0002821755097217604 Target average_minimum (weight 1.0): target val: -75.0, actual: -78.01388879438588, cost: 3.767839045099031e-05, fitness inc: 3.767839045099031e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 50.86275285463182, cost: 0.00013201309100652203, fitness inc: 0.00013201309100652203 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.0409482758614494, cost: 2.445270910755859e-06, fitness inc: 2.445270910755859e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.90000000000061, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 247.50000000005627, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 247.40000000000123, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Fitness: 0.00017914420259734776 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.71646560715003, cost: 0.00013553472607852335, fitness inc: 0.00013553472607852335 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.54451274521759, cost: 1.6003065023140195e-06, fitness inc: 1.6003065023140195e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8491147036175613, cost: 3.3199857868204674e-05, fitness inc: 3.3199857868204674e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.90000000000059, cost: 3.440521624031856e-05, fitness inc: 3.440521624031856e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.8000000000591, cost: 3.585364780311906e-05, fitness inc: 3.585364780311906e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 259.80000000000473, cost: 3.585364780311906e-05, fitness inc: 3.585364780311906e-05 Fitness: 0.0002764474022955987 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.72113260013121, cost: 9.244991219170551e-05, fitness inc: 9.244991219170551e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.93692594064022, cost: 6.771096331292803e-06, fitness inc: 6.771096331292803e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937524609528197, cost: 5.692096954335035e-06, fitness inc: 5.692096954335035e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.90000000000305, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.00012253806853890215 Target average_minimum (weight 1.0): target val: -75.0, actual: -82.06489586038799, cost: 0.00020700263711148637, fitness inc: 0.00020700263711148637 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.29798993816368, cost: 3.801337493003487e-06, fitness inc: 3.801337493003487e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.0128410914921595, cost: 2.404698203894995e-07, fitness inc: 2.404698203894995e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.20000000005666, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.20000000000172, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 0.00021176124425370535 Target average_minimum (weight 1.0): target val: -75.0, actual: -86.02135208072883, cost: 0.0005036226286315726, fitness inc: 0.0005036226286315726 Target average_maximum (weight 1.0): target val: 55.0, actual: 60.6183152048435, cost: 0.00024342090834861274, fitness inc: 0.00024342090834861274 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.063388866313886, cost: 5.8597653730396715e-06, fitness inc: 5.8597653730396715e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.500000000000604, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 246.10000000005596, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 246.10000000000085, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.0007702333355178448 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.00110044627884, cost: 0.00014936580265112465, fitness inc: 0.00014936580265112465 Target average_maximum (weight 1.0): target val: 55.0, actual: 60.583624812140684, cost: 0.00024042489524622734, fitness inc: 0.00024042489524622734 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8328861632803455, cost: 4.072526658516207e-05, fitness inc: 4.072526658516207e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.20000000000057, cost: 4.3543703863391237e-05, fitness inc: 4.3543703863391237e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.9000000000593, cost: 4.4353765989546545e-05, fitness inc: 4.4353765989546545e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.9000000000051, cost: 4.4353765989546545e-05, fitness inc: 4.4353765989546545e-05 Fitness: 0.0005627672003249984 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.80434090568012, cost: 1.588013781583797e-07, fitness inc: 1.588013781583797e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.656839782693176, cost: 9.083325558378874e-07, fitness inc: 9.083325558378874e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8505968425099826, cost: 3.255084129882846e-05, fitness inc: 3.255084129882846e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.90000000000059, cost: 3.440521624031856e-05, fitness inc: 3.440521624031856e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.70000000005905, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 259.7000000000047, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Fitness: 0.00013827459042370371 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.44124852766858, cost: 8.076448837490702e-07, fitness inc: 8.076448837490702e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 49.224925054343785, cost: 0.00025719051304329277, fitness inc: 0.00025719051304329277 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.873466752743098, cost: 2.3348337890083393e-05, fitness inc: 2.3348337890083393e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.50000000000061, cost: 2.3892762455623995e-05, fitness inc: 2.3892762455623995e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 258.20000000005865, cost: 2.5102303191859576e-05, fitness inc: 2.5102303191859576e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 258.1000000000587, cost: 2.4493800039326885e-05, fitness inc: 2.4493800039326885e-05 Fitness: 0.0003548353615039357 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.46979488012157, cost: 9.155254465653684e-07, fitness inc: 9.155254465653684e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 58.92889981466848, cost: 0.00011905334668005363, fitness inc: 0.00011905334668005363 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9047247169068475, cost: 1.3237669965526777e-05, fitness inc: 1.3237669965526777e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.00000000000064, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 256.10000000005823, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 256.10000000000366, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Fitness: 0.00017442944217282985 >>>>> Evaluating: >>>>> [65.14730118305819, 260.3358898562328, -13.264060804604442] >>>>> [63.25350368946321, 261.40316486916146, -8.538919594040209] >>>>> [67.86953618870507, 253.36135309411858, -13.279406439450803] >>>>> [69.66038243498235, 254.06300689396951, -13.120343518984367] >>>>> [65.6271314806003, 258.9092418350481, -8.773670629970278] >>>>> [67.55812874565868, 256.5473233238182, -8.151676518973643] >>>>> [65.10001250249414, 253.10138991834668, -12.057148211167299] >>>>> [67.18053245170513, 250.0796825536957, -14.28077081103062] >>>>> [64.82723452158179, 260.495874425448, -11.632566217335324] >>>>> [63.67383740343462, 252.44753883143474, -9.893952613942185] >> Running individual: {'amp': 65.14730118305819, 'period': 260.3358898562328, 'offset': -13.264060804604442} >> Running individual: {'amp': 63.25350368946321, 'period': 261.40316486916146, 'offset': -8.538919594040209} >> Running individual: {'amp': 67.86953618870507, 'period': 253.36135309411858, 'offset': -13.279406439450803} >> Running individual: {'amp': 69.66038243498235, 'period': 254.06300689396951, 'offset': -13.120343518984367} >> Running individual: {'amp': 65.6271314806003, 'period': 258.9092418350481, 'offset': -8.773670629970278} >> Running individual: {'amp': 67.55812874565868, 'period': 256.5473233238182, 'offset': -8.151676518973643} >> Running individual: {'amp': 65.10001250249414, 'period': 253.10138991834668, 'offset': -12.057148211167299} >> Running individual: {'amp': 67.18053245170513, 'period': 250.0796825536957, 'offset': -14.28077081103062} >> Running individual: {'amp': 64.82723452158179, 'period': 260.495874425448, 'offset': -11.632566217335324} >> Running individual: {'amp': 63.67383740343462, 'period': 252.44753883143474, 'offset': -9.893952613942185} Target average_minimum (weight 1.0): target val: -75.0, actual: -78.41134287358904, cost: 4.8270749175460814e-05, fitness inc: 4.8270749175460814e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.88322767007666, cost: 7.492539215170346e-05, fitness inc: 7.492539215170346e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8412291933412632, cost: 3.676056180479392e-05, fitness inc: 3.676056180479392e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.40000000005915, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.3000000000049, cost: 3.960536468627929e-05, fitness inc: 3.960536468627929e-05 Fitness: 0.00028031827357077876 Target average_minimum (weight 1.0): target val: -75.0, actual: -71.79238704043458, cost: 4.267756597786665e-05, fitness inc: 4.267756597786665e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.71454774559117, cost: 6.285185325527465e-07, fitness inc: 6.285185325527465e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8255547054316823, cost: 4.4376806773605004e-05, fitness inc: 4.4376806773605004e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.40000000005944, cost: 4.851604607913895e-05, fitness inc: 4.851604607913895e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.40000000000526, cost: 4.851604607913895e-05, fitness inc: 4.851604607913895e-05 Fitness: 0.0002349481932735209 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.14892409525977, cost: 0.0001568138486444104, fitness inc: 0.0001568138486444104 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.590111013205615, cost: 1.2959353680175312e-06, fitness inc: 1.2959353680175312e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.946849098802176, cost: 4.119801378488219e-06, fitness inc: 4.119801378488219e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.40000000005756, cost: 4.315714707936458e-06, fitness inc: 4.315714707936458e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.3000000000576, cost: 4.06558347121333e-06, fitness inc: 4.06558347121333e-06 Fitness: 0.00017443380228854277 Target average_minimum (weight 1.0): target val: -75.0, actual: -82.7807042756583, cost: 0.0002510631814803821, fitness inc: 0.0002510631814803821 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.54002578056237, cost: 1.8293611159903023e-05, fitness inc: 1.8293611159903023e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9359748097606055, cost: 5.978000699791153e-06, fitness inc: 5.978000699791153e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.10000000005778, cost: 6.27569394862082e-06, fitness inc: 6.27569394862082e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 254.0000000000577, cost: 5.973297653061316e-06, fitness inc: 5.973297653061316e-06 Fitness: 0.0002935570825945977 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.40079950454104, cost: 1.4893540107863146e-06, fitness inc: 1.4893540107863146e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.853430893126365, cost: 2.6496755235916325e-05, fitness inc: 2.6496755235916325e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.861997940267158, cost: 2.777255771191367e-05, fitness inc: 2.777255771191367e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.7000000000006, cost: 2.8910097515488786e-05, fitness inc: 2.8910097515488786e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.0000000000589, cost: 3.0239085570094026e-05, fitness inc: 3.0239085570094026e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 258.90000000000447, cost: 2.957085887189681e-05, fitness inc: 2.957085887189681e-05 Fitness: 0.00014447870891609593 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.70979232420801, cost: 2.0898540055158676e-06, fitness inc: 2.0898540055158676e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.406436788212744, cost: 0.0001497481464366457, fitness inc: 0.0001497481464366457 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8976224503047043, cost: 1.528479528201121e-05, fitness inc: 1.528479528201121e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.10000000000063, cost: 1.529149949985875e-05, fitness inc: 1.529149949985875e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 256.60000000005834, cost: 1.626213553862499e-05, fitness inc: 1.626213553862499e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 256.50000000005826, cost: 1.577308453959425e-05, fitness inc: 1.577308453959425e-05 Fitness: 0.00021444951530225076 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.15714559230962, cost: 1.930211023326578e-05, fitness inc: 1.930211023326578e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.04285402657421, cost: 2.9545069243908095e-05, fitness inc: 2.9545069243908095e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.95100750691365, cost: 3.500373299658577e-06, fitness inc: 3.500373299658577e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.10000000005755, cost: 3.5877204614953584e-06, fitness inc: 3.5877204614953584e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.1000000000028, cost: 3.5877204614953584e-06, fitness inc: 3.5877204614953584e-06 Fitness: 6.334591241830001e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.46127823635685, cost: 0.00017314738672147278, fitness inc: 0.00017314738672147278 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.89974833695818, cost: 3.4023524825177454e-05, fitness inc: 3.4023524825177454e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 0.00020718210856196517 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.45978094866985, cost: 8.839461375420576e-06, fitness inc: 8.839461375420576e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.19466194146859, cost: 2.5139553705089135e-05, fitness inc: 2.5139553705089135e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8387715930896054, cost: 3.7907353470312266e-05, fitness inc: 3.7907353470312266e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.50000000005923, cost: 4.115830592421599e-05, fitness inc: 4.115830592421599e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.50000000000495, cost: 4.115830592421599e-05, fitness inc: 4.115830592421599e-05 Fitness: 0.0001945810832755246 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.56777359472518, cost: 8.508909720261748e-06, fitness inc: 8.508909720261748e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.77986552953908, cost: 1.1483170484716254e-05, fitness inc: 1.1483170484716254e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.960918933191887, cost: 2.2273509721060236e-06, fitness inc: 2.2273509721060236e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 2.8853549817853263e-05 >>>>> Evaluating: >>>>> [64.86172897245606, 252.4447636165808, -10.9195851383732] >>>>> [63.24034229338261, 252.95780198114792, -12.115765101190005] >>>>> [67.82904637411636, 253.956573109823, -11.972764041806183] >>>>> [68.00879689761442, 252.4401636190739, -11.892100164576128] >>>>> [65.10567946916655, 257.18779103105226, -11.852647766027893] >>>>> [64.39594650739427, 260.5548879267992, -12.088386097173627] >>>>> [66.12239396417553, 248.44479581801443, -13.880809990425647] >>>>> [65.58459991820975, 250.070763694111, -12.742095209637261] >>>>> [65.06197017313205, 260.0353841958424, -11.365803544282677] >>>>> [66.372139857137, 257.6054006397142, -10.457147262410196] >> Running individual: {'amp': 64.86172897245606, 'period': 252.4447636165808, 'offset': -10.9195851383732} >> Running individual: {'amp': 63.24034229338261, 'period': 252.95780198114792, 'offset': -12.115765101190005} >> Running individual: {'amp': 67.82904637411636, 'period': 253.956573109823, 'offset': -11.972764041806183} >> Running individual: {'amp': 68.00879689761442, 'period': 252.4401636190739, 'offset': -11.892100164576128} >> Running individual: {'amp': 65.10567946916655, 'period': 257.18779103105226, 'offset': -11.852647766027893} >> Running individual: {'amp': 64.39594650739427, 'period': 260.5548879267992, 'offset': -12.088386097173627} >> Running individual: {'amp': 66.12239396417553, 'period': 248.44479581801443, 'offset': -13.880809990425647} >> Running individual: {'amp': 65.58459991820975, 'period': 250.070763694111, 'offset': -12.742095209637261} >> Running individual: {'amp': 65.06197017313205, 'period': 260.0353841958424, 'offset': -11.365803544282677} >> Running individual: {'amp': 66.372139857137, 'period': 257.6054006397142, 'offset': -10.457147262410196} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.7812998464171, cost: 2.5321453809290517e-06, fitness inc: 2.5321453809290517e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.94212306906365, cost: 8.632129570584901e-06, fitness inc: 8.632129570584901e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9614419648746004, cost: 2.168131655211347e-06, fitness inc: 2.168131655211347e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.50000000000264, cost: 2.3333278887927023e-06, fitness inc: 2.3333278887927023e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 1.9966525247272493e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.35609400897727, cost: 5.259971174176314e-07, fitness inc: 5.259971174176314e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.124558906320786, cost: 0.00011583595314312856, fitness inc: 0.00011583595314312856 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.95308999868169, cost: 3.209122527603192e-06, fitness inc: 3.209122527603192e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.00000000005747, cost: 3.3599887104829307e-06, fitness inc: 3.3599887104829307e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.9000000000575, cost: 3.1397234756536108e-06, fitness inc: 3.1397234756536108e-06 Fitness: 0.0001289977097406192 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.80179647736128, cost: 9.56357393721019e-05, fitness inc: 9.56357393721019e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.856262063410156, cost: 5.65538735364246e-06, fitness inc: 5.65538735364246e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937524609528197, cost: 5.692096954335035e-06, fitness inc: 5.692096954335035e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.90000000000305, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.0001246081867416482 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.90088372416022, cost: 9.962303956134733e-05, fitness inc: 9.962303956134733e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.11667774553871, cost: 9.618402594724351e-06, fitness inc: 9.618402594724351e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9614419648746004, cost: 2.168131655211347e-06, fitness inc: 2.168131655211347e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.50000000000264, cost: 2.3333278887927023e-06, fitness inc: 2.3333278887927023e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 0.00011804369245183022 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.95831643534565, cost: 1.590790860950264e-05, fitness inc: 1.590790860950264e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.25301921392823, cost: 2.3540595213811244e-05, fitness inc: 2.3540595213811244e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8880248833586446, cost: 1.8284871329599106e-05, fitness inc: 1.8284871329599106e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.30000000000062, cost: 1.9353225445328803e-05, fitness inc: 1.9353225445328803e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 257.2000000000585, cost: 1.9353225445328803e-05, fitness inc: 1.9353225445328803e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 257.20000000000397, cost: 1.9353225445328803e-05, fitness inc: 1.9353225445328803e-05 Fitness: 0.0001157930514888994 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.48432154394521, cost: 9.13915980582658e-06, fitness inc: 9.13915980582658e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.30754213723979, cost: 5.591456528653005e-05, fitness inc: 5.591456528653005e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.837789433285821, cost: 3.837058507383251e-05, fitness inc: 3.837058507383251e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.60000000005925, cost: 4.194597379481024e-05, fitness inc: 4.194597379481024e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.5000000000592, cost: 4.115830592466008e-05, fitness inc: 4.115830592466008e-05 Fitness: 0.0002269066927619301 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.00318891779274, cost: 0.00010382524612040367, fitness inc: 0.00010382524612040367 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.241562084842606, cost: 5.8688410148666215e-05, fitness inc: 5.8688410148666215e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.025224741714128, cost: 9.279185477772955e-07, fitness inc: 9.279185477772955e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.10000000000061, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.5000000000015, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.40000000005642, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 0.0001661930389512678 Target average_minimum (weight 1.0): target val: -75.0, actual: -78.32667580972169, cost: 4.5904502221194576e-05, fitness inc: 4.5904502221194576e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.84248913918845, cost: 3.590391394980852e-05, fitness inc: 3.590391394980852e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.99893361770133, cost: 1.6583747708409646e-09, fitness inc: 1.6583747708409646e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.1000000000568, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.00000000005684, cost: 0.0, fitness inc: 0.0 Fitness: 8.181380787919412e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.42776003341216, cost: 8.455923158123824e-06, fitness inc: 8.455923158123824e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.696153926864014, cost: 1.3112888189836802e-05, fitness inc: 1.3112888189836802e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8456608127157117, cost: 3.473714602197919e-05, fitness inc: 3.473714602197919e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.00000000000058, cost: 3.733193960753223e-05, fitness inc: 3.733193960753223e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.1000000000591, cost: 3.8082283017826235e-05, fitness inc: 3.8082283017826235e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.00000000000483, cost: 3.733193960775427e-05, fitness inc: 3.733193960775427e-05 Fitness: 0.00016905211960305255 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.8292849721725, cost: 1.3880687066647468e-05, fitness inc: 1.3880687066647468e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.91499011144994, cost: 6.457752598443278e-06, fitness inc: 6.457752598443278e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.881987577639143, cost: 2.0309696428522095e-05, fitness inc: 2.0309696428522095e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.40000000000062, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 257.60000000005857, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 257.6000000000041, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Fitness: 0.0001053379411399824 >>>>> Evaluating: >>>>> [65.0523010607435, 254.80898520410534, -11.498914080793687] >>>>> [64.09593998113719, 255.3276153364604, -11.102908709044446] >>>>> [62.59609028834932, 255.46520993097383, -13.647359813076216] >>>>> [64.52353927654651, 259.7039661262513, -12.798921473554996] >>>>> [66.12239396417553, 245.9619281312108, -13.880809990425647] >>>>> [66.12239396417553, 248.44479581801443, -13.880809990425647] >>>>> [68.20914740636583, 253.956573109823, -11.614871425633092] >>>>> [69.0908813805831, 253.956573109823, -11.892100164576128] >>>>> [63.17853988631222, 251.56001926996856, -10.750313998886766] >>>>> [63.982002754761524, 252.23956632821742, -10.718307374568504] >> Running individual: {'amp': 65.0523010607435, 'period': 254.80898520410534, 'offset': -11.498914080793687} >> Running individual: {'amp': 64.09593998113719, 'period': 255.3276153364604, 'offset': -11.102908709044446} >> Running individual: {'amp': 62.59609028834932, 'period': 255.46520993097383, 'offset': -13.647359813076216} >> Running individual: {'amp': 64.52353927654651, 'period': 259.7039661262513, 'offset': -12.798921473554996} >> Running individual: {'amp': 66.12239396417553, 'period': 245.9619281312108, 'offset': -13.880809990425647} >> Running individual: {'amp': 66.12239396417553, 'period': 248.44479581801443, 'offset': -13.880809990425647} >> Running individual: {'amp': 68.20914740636583, 'period': 253.956573109823, 'offset': -11.614871425633092} >> Running individual: {'amp': 69.0908813805831, 'period': 253.956573109823, 'offset': -11.892100164576128} >> Running individual: {'amp': 63.17853988631222, 'period': 251.56001926996856, 'offset': -10.750313998886766} >> Running individual: {'amp': 63.982002754761524, 'period': 252.23956632821742, 'offset': -10.718307374568504} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.55120918723871, cost: 9.981381614343476e-06, fitness inc: 9.981381614343476e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.553380094252745, cost: 1.6141848595663255e-05, fitness inc: 1.6141848595663255e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9246467817890274, cost: 8.28050486223475e-06, fitness inc: 8.28050486223475e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.700000000000635, cost: 8.60152601311892e-06, fitness inc: 8.60152601311892e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.80000000005793, cost: 8.60152601311892e-06, fitness inc: 8.60152601311892e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 254.80000000000328, cost: 8.60152601311892e-06, fitness inc: 8.60152601311892e-06 Fitness: 6.0208313111598244e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.19882948213308, cost: 1.639893898452982e-07, fitness inc: 1.639893898452982e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.99301652435092, cost: 3.106887348380827e-05, fitness inc: 3.106887348380827e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.916449086161269, cost: 1.018016436782343e-05, fitness inc: 1.018016436782343e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.80000000000064, cost: 1.0094831426554762e-05, fitness inc: 1.0094831426554762e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.40000000000344, cost: 1.088628148726567e-05, fitness inc: 1.088628148726567e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.300000000058, cost: 1.0486823358912822e-05, fitness inc: 1.0486823358912822e-05 Fitness: 7.288096351421025e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.24343654023906, cost: 6.4135535369214125e-06, fitness inc: 6.4135535369214125e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 48.94871349048054, cost: 0.0002823736629149476, fitness inc: 0.0002823736629149476 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.914405010437803, cost: 1.0684368273672362e-05, fitness inc: 1.0684368273672362e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.90000000000064, cost: 1.1707596263788034e-05, fitness inc: 1.1707596263788034e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.5000000000581, cost: 1.1293205795404049e-05, fitness inc: 1.1293205795404049e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.40000000000347, cost: 1.0886281487487715e-05, fitness inc: 1.0886281487487715e-05 Fitness: 0.00033335866827222116 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.32245439333506, cost: 2.2373757693427976e-05, fitness inc: 2.2373757693427976e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.72459816618938, cost: 8.274554953369151e-05, fitness inc: 8.274554953369151e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8505968425099826, cost: 3.255084129882846e-05, fitness inc: 3.255084129882846e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.90000000000059, cost: 3.440521624031856e-05, fitness inc: 3.440521624031856e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.70000000005905, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 259.7000000000047, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Fitness: 0.00024232676371682693 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.00318992225682, cost: 0.0001038252878050594, fitness inc: 0.0001038252878050594 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.2415671226306, cost: 5.868819579402107e-05, fitness inc: 5.868819579402107e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.065591543568969, cost: 6.274076076229207e-06, fitness inc: 6.274076076229207e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.500000000000604, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 246.00000000005593, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 245.90000000005585, cost: 6.27569394862082e-06, fitness inc: 6.27569394862082e-06 Fitness: 0.00018700984892960903 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.00318891779274, cost: 0.00010382524612040367, fitness inc: 0.00010382524612040367 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.241562084842606, cost: 5.8688410148666215e-05, fitness inc: 5.8688410148666215e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.025224741714128, cost: 9.279185477772955e-07, fitness inc: 9.279185477772955e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.10000000000061, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.5000000000015, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.40000000005642, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 0.0001661930389512678 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.82400481532862, cost: 9.652233125623244e-05, fitness inc: 9.652233125623244e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.59425559824968, cost: 1.9604636463665948e-05, fitness inc: 1.9604636463665948e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937524609528197, cost: 5.692096954335035e-06, fitness inc: 5.692096954335035e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.90000000000305, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.00013944402773580222 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.9829673472966, cost: 0.00014846464413309501, fitness inc: 0.00014846464413309501 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.198760570041244, cost: 3.7289889093461426e-05, fitness inc: 3.7289889093461426e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937524609528197, cost: 5.692096954335035e-06, fitness inc: 5.692096954335035e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.90000000000305, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.00020907159324246027 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.92884140356664, cost: 4.7594826337871154e-06, fitness inc: 4.7594826337871154e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.42820817785903, cost: 5.1015350177374685e-05, fitness inc: 5.1015350177374685e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.975089439511774, cost: 9.049475491185177e-07, fitness inc: 9.049475491185177e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000005713, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 5.943124449470094e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.70029371888211, cost: 3.726025188388604e-07, fitness inc: 3.726025188388604e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.26367756363156, cost: 2.3254235229308584e-05, fitness inc: 2.3254235229308584e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9645830580144508, cost: 1.829271332409732e-06, fitness inc: 1.829271332409732e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.30000000005737, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.20000000000258, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Fitness: 3.138836395777389e-05 >>>>> Evaluating: >>>>> [64.61471358745649, 251.02504344898895, -11.466098719402096] >>>>> [64.18022372050821, 253.05205789370555, -11.527009199253255] >>>>> [65.04431946958759, 251.27985036732824, -11.278340803788119] >>>>> [65.19315709730246, 251.60312461032072, -11.6602927040003] >>>>> [64.85617744291224, 252.39561650200787, -10.508886093389672] >>>>> [64.86176898092955, 251.43442045490448, -11.837472258746173] >>>>> [63.077670783085615, 255.0320088977888, -11.102908709044446] >>>>> [64.71892264862261, 255.3276153364604, -11.875158738408587] >>>>> [65.77969925341587, 252.56830017764682, -10.101010809119275] >>>>> [66.13463336041573, 256.9062140204872, -11.689154426802602] >> Running individual: {'amp': 64.61471358745649, 'period': 251.02504344898895, 'offset': -11.466098719402096} >> Running individual: {'amp': 64.18022372050821, 'period': 253.05205789370555, 'offset': -11.527009199253255} >> Running individual: {'amp': 65.04431946958759, 'period': 251.27985036732824, 'offset': -11.278340803788119} >> Running individual: {'amp': 65.19315709730246, 'period': 251.60312461032072, 'offset': -11.6602927040003} >> Running individual: {'amp': 64.85617744291224, 'period': 252.39561650200787, 'offset': -10.508886093389672} >> Running individual: {'amp': 64.86176898092955, 'period': 251.43442045490448, 'offset': -11.837472258746173} >> Running individual: {'amp': 63.077670783085615, 'period': 255.0320088977888, 'offset': -11.102908709044446} >> Running individual: {'amp': 64.71892264862261, 'period': 255.3276153364604, 'offset': -11.875158738408587} >> Running individual: {'amp': 65.77969925341587, 'period': 252.56830017764682, 'offset': -10.101010809119275} >> Running individual: {'amp': 66.13463336041573, 'period': 256.9062140204872, 'offset': -11.689154426802602} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.08080307232962, cost: 4.845574723688628e-06, fitness inc: 4.845574723688628e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.14859822840571, cost: 2.643877164942854e-05, fitness inc: 2.643877164942854e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.984063745019305, cost: 3.703643542962709e-07, fitness inc: 3.703643542962709e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 3.293897682654645e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.70722067908002, cost: 2.0747379902985585e-06, fitness inc: 2.0747379902985585e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.653199467163795, cost: 4.248007876728188e-05, fitness inc: 4.248007876728188e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.952048478460722, cost: 3.3532051987306133e-06, fitness inc: 3.3532051987306133e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.1000000000575, cost: 3.5877204614953584e-06, fitness inc: 3.5877204614953584e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.00000000000279, cost: 3.3599887104829307e-06, fitness inc: 3.3599887104829307e-06 Fitness: 5.8678649846766184e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.32263606352586, cost: 7.25657732436602e-06, fitness inc: 7.25657732436602e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.76596620478549, cost: 1.174628169731129e-05, fitness inc: 1.174628169731129e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.979307600476902, cost: 6.244220656093091e-07, fitness inc: 6.244220656093091e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005714, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.30000000000229, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Fitness: 2.1426746668828933e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.85344906118094, cost: 1.4249820025291626e-05, fitness inc: 1.4249820025291626e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.53286353740711, cost: 1.660294835847953e-05, fitness inc: 1.660294835847953e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 3.46635811463436e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.36506209627406, cost: 5.528247840613787e-07, fitness inc: 5.528247840613787e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.34728968423896, cost: 3.286176852967948e-06, fitness inc: 3.286176852967948e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9619651347062006, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.4000000000574, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000000262, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 1.239988265666625e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.69922312185263, cost: 1.1977050341061002e-05, fitness inc: 1.1977050341061002e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.02427662390011, cost: 3.0108603099820996e-05, fitness inc: 3.0108603099820996e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9771974015637497, cost: 7.582722308940859e-07, fitness inc: 7.582722308940859e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.50000000005718, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.40000000000234, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 4.537139018401248e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.18056572365451, cost: 2.7853597870386437e-06, fitness inc: 2.7853597870386437e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.9747407206285, cost: 7.059045019242038e-05, fitness inc: 7.059045019242038e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9210560711012055, cost: 9.088460600992221e-06, fitness inc: 9.088460600992221e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.80000000000064, cost: 1.0094831426554762e-05, fitness inc: 1.0094831426554762e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.100000000058, cost: 9.710305709176303e-06, fitness inc: 9.710305709176303e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.00000000000335, cost: 9.333246222986702e-06, fitness inc: 9.333246222986702e-06 Fitness: 0.00011160265393916902 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.59406199228935, cost: 1.0540472865749884e-05, fitness inc: 1.0540472865749884e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.84374901913102, cost: 3.5861995466235363e-05, fitness inc: 3.5861995466235363e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.916449086161269, cost: 1.018016436782343e-05, fitness inc: 1.018016436782343e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.80000000000064, cost: 1.0094831426554762e-05, fitness inc: 1.0094831426554762e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.40000000000344, cost: 1.088628148726567e-05, fitness inc: 1.088628148726567e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.300000000058, cost: 1.0486823358912822e-05, fitness inc: 1.0486823358912822e-05 Fitness: 8.805056897254193e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.88069581648193, cost: 3.2173975583749126e-06, fitness inc: 3.2173975583749126e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.678665344818114, cost: 3.552721870470066e-06, fitness inc: 3.552721870470066e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 1.61872676435193e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.82378333152187, cost: 3.30752118453681e-05, fitness inc: 3.30752118453681e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.44545252339499, cost: 2.3720718681508046e-06, fitness inc: 2.3720718681508046e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8925652004664983, cost: 1.683214439385239e-05, fitness inc: 1.683214439385239e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.20000000000063, cost: 1.7262635329529097e-05, fitness inc: 1.7262635329529097e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 256.9000000000584, cost: 1.7774084076327412e-05, fitness inc: 1.7774084076327412e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 256.9000000000039, cost: 1.7774084076327412e-05, fitness inc: 1.7774084076327412e-05 Fitness: 0.00010509023158955522 >>>>> Evaluating: >>>>> [63.90854901226357, 252.52979977276493, -10.13179121648988] >>>>> [63.72571707743393, 252.89606617593915, -10.198281558233349] >>>>> [64.07714727305152, 251.3725683715363, -11.642013319214486] >>>>> [64.22384818800258, 248.6747748863975, -11.509662419568865] >>>>> [65.19315709730246, 251.60312461032072, -11.6602927040003] >>>>> [65.19315709730246, 251.60312461032072, -11.040281186448771] >>>>> [64.05796907510722, 253.13817818634652, -12.466395352100912] >>>>> [64.25310510648211, 251.4102331922363, -11.10375776069742] >>>>> [64.16666954103748, 255.30088424505513, -13.226952165191488] >>>>> [64.34746580100236, 252.35732277993773, -11.19646430788361] >> Running individual: {'amp': 63.90854901226357, 'period': 252.52979977276493, 'offset': -10.13179121648988} >> Running individual: {'amp': 63.72571707743393, 'period': 252.89606617593915, 'offset': -10.198281558233349} >> Running individual: {'amp': 64.07714727305152, 'period': 251.3725683715363, 'offset': -11.642013319214486} >> Running individual: {'amp': 64.22384818800258, 'period': 248.6747748863975, 'offset': -11.509662419568865} >> Running individual: {'amp': 65.19315709730246, 'period': 251.60312461032072, 'offset': -11.6602927040003} >> Running individual: {'amp': 65.19315709730246, 'period': 251.60312461032072, 'offset': -11.040281186448771} >> Running individual: {'amp': 64.05796907510722, 'period': 253.13817818634652, 'offset': -12.466395352100912} >> Running individual: {'amp': 64.25310510648211, 'period': 251.4102331922363, 'offset': -11.10375776069742} >> Running individual: {'amp': 64.16666954103748, 'period': 255.30088424505513, 'offset': -13.226952165191488} >> Running individual: {'amp': 64.34746580100236, 'period': 252.35732277993773, 'offset': -11.19646430788361} Target average_minimum (weight 1.0): target val: -75.0, actual: -74.0403231012345, cost: 3.820345849336881e-06, fitness inc: 3.820345849336881e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.776742867107394, cost: 1.1542022253840933e-05, fitness inc: 1.1542022253840933e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.959873284054296, cost: 2.348134762963916e-06, fitness inc: 2.348134762963916e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000000267, cost: 2.5237269639655224e-06, fitness inc: 2.5237269639655224e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.50000000005736, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 2.4717953094999245e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.92397843823234, cost: 4.802795783187541e-06, fitness inc: 4.802795783187541e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.52742868405329, cost: 1.6726181898296666e-05, fitness inc: 1.6726181898296666e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.954132068010458, cost: 3.068130231320687e-06, fitness inc: 3.068130231320687e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.9000000000575, cost: 3.139723475431566e-06, fitness inc: 3.139723475431566e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.90000000000276, cost: 3.139723475431566e-06, fitness inc: 3.139723475431566e-06 Fitness: 3.38034796300013e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.71915047088434, cost: 2.145323870661464e-06, fitness inc: 2.145323870661464e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.43511504593209, cost: 5.0741715828861444e-05, fitness inc: 5.0741715828861444e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.977724741447277, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.4000000000023, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 5.561171073376059e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.73349439799897, cost: 2.23175692937172e-06, fitness inc: 2.23175692937172e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.714169105848164, cost: 4.030158247914084e-05, fitness inc: 4.030158247914084e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.021447721179007, cost: 6.708398013755001e-07, fitness inc: 6.708398013755001e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.70000000005655, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.60000000000156, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 4.510444465399832e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.85344906118094, cost: 1.4249820025291626e-05, fitness inc: 1.4249820025291626e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.53286353740711, cost: 1.660294835847953e-05, fitness inc: 1.660294835847953e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 3.46635811463436e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.2334375436294, cost: 6.310820746979751e-06, fitness inc: 6.310820746979751e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.152875054958635, cost: 5.535335428907828e-06, fitness inc: 5.535335428907828e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 1.5656968938460025e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.52434392957689, cost: 9.638645412479718e-06, fitness inc: 9.638645412479718e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.591562451760055, cost: 8.960312829187078e-05, fitness inc: 8.960312829187078e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9504872267573536, cost: 3.5751128432126578e-06, fitness inc: 3.5751128432126578e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.2000000000575, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.1000000000028, cost: 3.5877204614953584e-06, fitness inc: 3.5877204614953584e-06 Fitness: 0.0001140504444460122 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.35684080068404, cost: 5.282056464439577e-07, fitness inc: 5.282056464439577e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.149324053553414, cost: 2.6418046102816284e-05, fitness inc: 2.6418046102816284e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.977724741447277, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.40000000000234, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 3.0089055492399375e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.39361100763013, cost: 2.3765725897351153e-05, fitness inc: 2.3765725897351153e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 50.93970366130196, cost: 0.0001271486185078219, fitness inc: 0.0001271486185078219 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.916960438698958, cost: 1.0055936624286943e-05, fitness inc: 1.0055936624286943e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.80000000000064, cost: 1.0094831426554762e-05, fitness inc: 1.0094831426554762e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.30000000005805, cost: 1.0486823358690778e-05, fitness inc: 1.0486823358690778e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.30000000000342, cost: 1.0486823358690778e-05, fitness inc: 1.0486823358690778e-05 Fitness: 0.0001920387591733963 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.54391703308266, cost: 1.227210447818372e-06, fitness inc: 1.227210447818372e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.150982525848555, cost: 2.6370719815260735e-05, fitness inc: 2.6370719815260735e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.962488442741428, cost: 2.0520413090974188e-06, fitness inc: 2.0520413090974188e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.4000000000574, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.3000000000026, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Fitness: 3.592569175692173e-05 >>>>> Evaluating: >>>>> [63.929316302486605, 252.1577703418078, -12.059200059616732] >>>>> [63.964793384781615, 253.68644916416818, -9.25609360434381] >>>>> [63.66023136691733, 252.44107888075038, -10.240743803849597] >>>>> [64.56580389967392, 250.99625644488594, -10.577948307173815] >>>>> [66.0805888284386, 252.2894676579078, -8.77892925940688] >>>>> [64.9218371907662, 250.11737986546817, -10.87622402800492] >>>>> [65.72896285331223, 252.56830017764682, -10.101010809119275] >>>>> [65.77969925341587, 252.56830017764682, -10.101010809119275] >>>>> [64.31824669798776, 251.51284278324266, -11.383672600010033] >>>>> [64.74063578243228, 252.54718108151738, -11.108376481506054] >> Running individual: {'amp': 63.929316302486605, 'period': 252.1577703418078, 'offset': -12.059200059616732} >> Running individual: {'amp': 63.964793384781615, 'period': 253.68644916416818, 'offset': -9.25609360434381} >> Running individual: {'amp': 63.66023136691733, 'period': 252.44107888075038, 'offset': -10.240743803849597} >> Running individual: {'amp': 64.56580389967392, 'period': 250.99625644488594, 'offset': -10.577948307173815} >> Running individual: {'amp': 66.0805888284386, 'period': 252.2894676579078, 'offset': -8.77892925940688} >> Running individual: {'amp': 64.9218371907662, 'period': 250.11737986546817, 'offset': -10.87622402800492} >> Running individual: {'amp': 65.72896285331223, 'period': 252.56830017764682, 'offset': -10.101010809119275} >> Running individual: {'amp': 65.77969925341587, 'period': 252.56830017764682, 'offset': -10.101010809119275} >> Running individual: {'amp': 64.31824669798776, 'period': 251.51284278324266, 'offset': -11.383672600010033} >> Running individual: {'amp': 64.74063578243228, 'period': 252.54718108151738, 'offset': -11.108376481506054} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.9885027719863, cost: 4.0532956369077056e-06, fitness inc: 4.0532956369077056e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.870097623599676, cost: 7.555795139180255e-05, fitness inc: 7.555795139180255e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9656311962981303, cost: 1.7226017565707963e-06, fitness inc: 1.7226017565707963e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.2000000000573, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.10000000005732, cost: 1.6463972895008894e-06, fitness inc: 1.6463972895008894e-06 Fitness: 8.628050724657221e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.220854072152, cost: 1.313021078230836e-05, fitness inc: 1.313021078230836e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.70869524481978, cost: 6.545551888281764e-07, fitness inc: 6.545551888281764e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9416633819465696, cost: 4.962918502937619e-06, fitness inc: 4.962918502937619e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.40000000000063, cost: 4.838376589932913e-06, fitness inc: 4.838376589932913e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.70000000005768, cost: 5.110907211891558e-06, fitness inc: 5.110907211891558e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.70000000000297, cost: 5.110907211891558e-06, fitness inc: 5.110907211891558e-06 Fitness: 3.3807875487790184e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.90096263213259, cost: 5.010453088871714e-06, fitness inc: 5.010453088871714e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.41946955771782, cost: 1.9268538196115514e-05, fitness inc: 1.9268538196115514e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9614419648746004, cost: 2.168131655211347e-06, fitness inc: 2.168131655211347e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.50000000000264, cost: 2.3333278887927023e-06, fitness inc: 2.3333278887927023e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 3.308124158074577e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.14371382755566, cost: 8.567445175522437e-08, fitness inc: 8.567445175522437e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.987817047828095, cost: 7.902527412562144e-06, fitness inc: 7.902527412562144e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.984063745019305, cost: 3.703643542962709e-07, fitness inc: 3.703643542962709e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 9.344165882940736e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.8595156881696, cost: 8.186718924996228e-08, fitness inc: 8.186718924996228e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.30162752903922, cost: 4.086050663409946e-05, fitness inc: 4.086050663409946e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.964059196616722, cost: 1.8837859169229532e-06, fitness inc: 1.8837859169229532e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.3000000000573, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.20000000005734, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Fitness: 4.875841461748909e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.79805649306321, cost: 2.641924375934579e-06, fitness inc: 2.641924375934579e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.04558921786188, cost: 7.026176073288148e-06, fitness inc: 7.026176073288148e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9978678038373374, cost: 6.629963245075032e-09, fitness inc: 6.629963245075032e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 9.6933970789026e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.82995942736638, cost: 2.8573717214541716e-06, fitness inc: 2.8573717214541716e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.62792896253128, cost: 3.041383007773568e-06, fitness inc: 3.041383007773568e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 1.531590294390206e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.88069581648193, cost: 3.2173975583749126e-06, fitness inc: 3.2173975583749126e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.678665344818114, cost: 3.552721870470066e-06, fitness inc: 3.552721870470066e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 1.61872676435193e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.70188566141805, cost: 2.0435539701546546e-06, fitness inc: 2.0435539701546546e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.9345698321839, cost: 3.2904716083526075e-05, fitness inc: 3.2904716083526075e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.976143141152467, cost: 8.300093107260764e-07, fitness inc: 8.300093107260764e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.50000000005718, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000000236, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 3.8414010373299945e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.8489993672726, cost: 2.9899759366180945e-06, fitness inc: 2.9899759366180945e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.63224401982312, cost: 1.4429868854914929e-05, fitness inc: 1.4429868854914929e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005743, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.50000000005736, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 2.6836993006207344e-05 >>>>> Evaluating: >>>>> [64.67423608915885, 251.23537520985744, -10.280547511840325] >>>>> [65.15208624812873, 250.70860044838398, -10.75018080968317] >>>>> [65.45358065218176, 252.56830017764682, -11.116699766434364] >>>>> [65.42335877477812, 252.56830017764682, -11.383227061264055] >>>>> [64.48228997177047, 251.5841811163309, -10.62638074670829] >>>>> [64.91181494599206, 250.1689663936714, -10.465771863598938] >>>>> [66.36419707214662, 250.79543124221246, -10.713426480896933] >>>>> [66.28553491069803, 251.2498023534943, -10.898913086796057] >>>>> [65.05573308947507, 252.48468868560613, -11.847081776991601] >>>>> [64.6100431124905, 252.3459938884034, -11.316136011368657] >> Running individual: {'amp': 64.67423608915885, 'period': 251.23537520985744, 'offset': -10.280547511840325} >> Running individual: {'amp': 65.15208624812873, 'period': 250.70860044838398, 'offset': -10.75018080968317} >> Running individual: {'amp': 65.45358065218176, 'period': 252.56830017764682, 'offset': -11.116699766434364} >> Running individual: {'amp': 65.42335877477812, 'period': 252.56830017764682, 'offset': -11.383227061264055} >> Running individual: {'amp': 64.48228997177047, 'period': 251.5841811163309, 'offset': -10.62638074670829} >> Running individual: {'amp': 64.91181494599206, 'period': 250.1689663936714, 'offset': -10.465771863598938} >> Running individual: {'amp': 66.36419707214662, 'period': 250.79543124221246, 'offset': -10.713426480896933} >> Running individual: {'amp': 66.28553491069803, 'period': 251.2498023534943, 'offset': -10.898913086796057} >> Running individual: {'amp': 65.05573308947507, 'period': 252.48468868560613, 'offset': -11.847081776991601} >> Running individual: {'amp': 64.6100431124905, 'period': 252.3459938884034, 'offset': -11.316136011368657} Target average_minimum (weight 1.0): target val: -75.0, actual: -74.95476902238649, cost: 8.486452762745955e-09, fitness inc: 8.486452762745955e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.393675056498026, cost: 2.835704972281583e-06, fitness inc: 2.835704972281583e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98036353986936, cost: 5.623192598225302e-07, fitness inc: 5.623192598225302e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005708, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000000226, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 5.11264304225989e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.90223322863007, cost: 3.3766840599191994e-06, fitness inc: 3.3766840599191994e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.40190152132368, cost: 2.7592789222374847e-06, fitness inc: 2.7592789222374847e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 6.92267601842822e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.57026624319114, cost: 1.0228133915490822e-05, fitness inc: 1.0228133915490822e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.3368579007901, cost: 3.3920569304513037e-06, fitness inc: 3.3920569304513037e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 2.3037339060616446e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.8065716671624, cost: 1.3538132758061927e-05, fitness inc: 1.3538132758061927e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.040108739169625, cost: 7.107099492364988e-06, fitness inc: 7.107099492364988e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 3.0062380465101235e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.10865195268418, cost: 4.896991034897269e-08, fitness inc: 4.896991034897269e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.85588894294294, cost: 1.0096791471125854e-05, fitness inc: 1.0096791471125854e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.975089439511774, cost: 9.049475491185177e-07, fitness inc: 9.049475491185177e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.60000000005715, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000005718, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 1.3802173065013967e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37757328451063, cost: 5.913662257661656e-07, fitness inc: 5.913662257661656e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.44601893501048, cost: 2.3672287130516168e-06, fitness inc: 2.3672287130516168e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.9876181620869247e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.07762193185918, cost: 1.790521435585113e-05, fitness inc: 1.790521435585113e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.650768716472236, cost: 3.266655396627627e-06, fitness inc: 3.266655396627627e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987240829345477, cost: 2.3741141252919817e-07, fitness inc: 2.3741141252919817e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000000217, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 2.2126080993833952e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.18442778206614, cost: 1.97934293356683e-05, fitness inc: 1.97934293356683e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.386605345777184, cost: 1.1528866639132218e-06, fitness inc: 1.1528866639132218e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.979835500132046, cost: 5.929682701522054e-07, fitness inc: 5.929682701522054e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005714, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000005706, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 2.3245416627126758e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.90278306051458, cost: 1.5018490665319462e-05, fitness inc: 1.5018490665319462e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.208645344493036, cost: 2.4751630330666075e-05, fitness inc: 2.4751630330666075e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9603960396033466, cost: 2.2873522165234306e-06, fitness inc: 2.2873522165234306e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.50000000000264, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 4.8874524366415706e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.92615225544283, cost: 3.5580946002866654e-06, fitness inc: 3.5580946002866654e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.293895584221346, cost: 2.2451888124774833e-05, fitness inc: 2.2451888124774833e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9630118890350525, cost: 1.9951715336530285e-06, fitness inc: 1.9951715336530285e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.3000000000026, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Fitness: 3.428087444345973e-05 >>>>> Evaluating: >>>>> [64.91947843124532, 252.71123294154847, -10.491569800425502] >>>>> [63.80683172887535, 254.89339074108082, -9.312611540291181] >>>>> [64.62305507772517, 251.17496832279122, -12.153036692101855] >>>>> [65.37806998602532, 251.20509387886733, -10.558570851034927] >>>>> [65.5926430969807, 250.7235421421043, -11.854585725991381] >>>>> [66.12788069450166, 251.2368405955356, -9.580212155643727] >>>>> [62.90324126322192, 251.2569399391397, -10.620253255387352] >>>>> [64.51223798712506, 251.45333925071907, -9.960435613074859] >>>>> [65.81568004308285, 252.21911738825844, -11.65081823778647] >>>>> [67.20842059521331, 252.40947087828303, -11.464562598141644] >> Running individual: {'amp': 64.91947843124532, 'period': 252.71123294154847, 'offset': -10.491569800425502} >> Running individual: {'amp': 63.80683172887535, 'period': 254.89339074108082, 'offset': -9.312611540291181} >> Running individual: {'amp': 64.62305507772517, 'period': 251.17496832279122, 'offset': -12.153036692101855} >> Running individual: {'amp': 65.37806998602532, 'period': 251.20509387886733, 'offset': -10.558570851034927} >> Running individual: {'amp': 65.5926430969807, 'period': 250.7235421421043, 'offset': -11.854585725991381} >> Running individual: {'amp': 66.12788069450166, 'period': 251.2368405955356, 'offset': -9.580212155643727} >> Running individual: {'amp': 62.90324126322192, 'period': 251.2569399391397, 'offset': -10.620253255387352} >> Running individual: {'amp': 64.51223798712506, 'period': 251.45333925071907, 'offset': -9.960435613074859} >> Running individual: {'amp': 65.81568004308285, 'period': 252.21911738825844, 'offset': -11.65081823778647} >> Running individual: {'amp': 67.20842059521331, 'period': 252.40947087828303, 'offset': -11.464562598141644} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.41101440643932, cost: 7.007579659878971e-07, fitness inc: 7.007579659878971e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.42790489328171, cost: 2.5245662743644814e-06, fitness inc: 2.5245662743644814e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9572615749894933, cost: 2.663745155673247e-06, fitness inc: 2.663745155673247e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.70000000005746, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.70000000000272, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Fitness: 1.425917934827492e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.11941678436017, cost: 1.4670097446822794e-05, fitness inc: 1.4670097446822794e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.494215631610075, cost: 1.973246564923592e-06, fitness inc: 1.973246564923592e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9231071008232408, cost: 8.622347655751206e-06, fitness inc: 8.622347655751206e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.700000000000635, cost: 8.60152601311892e-06, fitness inc: 8.60152601311892e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.90000000005796, cost: 8.963652985527482e-06, fitness inc: 8.963652985527482e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 254.9000000000033, cost: 8.963652985527482e-06, fitness inc: 8.963652985527482e-06 Fitness: 5.1794523651671476e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.77606991624486, cost: 1.3084848299538265e-05, fitness inc: 1.3084848299538265e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.470001837482755, cost: 4.937082401723636e-05, fitness inc: 4.937082401723636e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9814200398135853, cost: 5.034381723723058e-07, fitness inc: 5.034381723723058e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.20000000005712, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.10000000005704, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 6.448604304065686e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.93663885820528, cost: 3.639125396692755e-06, fitness inc: 3.639125396692755e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.81949684659388, cost: 2.513164313322491e-07, fitness inc: 2.513164313322491e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9808917197446076, cost: 5.324756788827045e-07, fitness inc: 5.324756788827045e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.20000000005712, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000000226, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 6.035716640151456e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.44720776395464, cost: 2.484191968132876e-05, fitness inc: 2.484191968132876e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.738039254424905, cost: 1.2283942175672635e-05, fitness inc: 1.2283942175672635e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.988300983780294, cost: 1.9959764008259384e-07, fitness inc: 1.9959764008259384e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.7986259349587215e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.708078874219, cost: 2.0797763233826316e-06, fitness inc: 2.0797763233826316e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.54765361030546, cost: 1.8475275057383556e-05, fitness inc: 1.8475275057383556e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98036353986936, cost: 5.623192598225302e-07, fitness inc: 5.623192598225302e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005708, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000000226, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 2.282350299798175e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.52347020390941, cost: 9.043462909086308e-06, fitness inc: 9.043462909086308e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.28297794099239, cost: 5.693941566209393e-05, fitness inc: 5.693941566209393e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.979835500132046, cost: 5.929682701522054e-07, fitness inc: 5.929682701522054e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005714, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000005706, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 6.828197919872547e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.47266024349842, cost: 1.1535456510003428e-06, fitness inc: 1.1535456510003428e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.55178693227599, cost: 1.5496005502102506e-06, fitness inc: 1.5496005502102506e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9771974015637497, cost: 7.582722308940859e-07, fitness inc: 7.582722308940859e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.50000000005713, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.40000000000234, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 5.9888829443410785e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.46648771497091, cost: 2.5234878169633213e-05, fitness inc: 2.5234878169633213e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.1648468855129, cost: 5.379987664477781e-06, fitness inc: 5.379987664477781e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.965107057889949, cost: 1.7755430690158391e-06, fitness inc: 1.7755430690158391e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.20000000005734, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.20000000000258, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Fitness: 3.815466441570159e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -78.67297622814154, cost: 5.5958516236520595e-05, fitness inc: 5.5958516236520595e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.74384994232776, cost: 4.267958816916995e-06, fitness inc: 4.267958816916995e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9619651347062006, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.4000000000574, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000000262, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 6.878735607307451e-05 >>>>> Evaluating: >>>>> [65.27170547286732, 252.82104683683505, -8.171047195308464] >>>>> [65.38502830882224, 251.08793408391273, -9.98985486006648] >>>>> [65.15581734263112, 250.72178753100732, -9.966183602750744] >>>>> [65.18722748593223, 250.85509223813685, -10.883573120343856] >>>>> [64.74746361120955, 250.78037241147, -9.79121512357029] >>>>> [63.66419642330086, 252.3774871850481, -10.482645608270461] >>>>> [64.23560322594828, 250.8589289723935, -9.751745733808903] >>>>> [65.41237554700736, 250.53817021114926, -10.285037118873667] >>>>> [65.16505394487666, 251.58597640421684, -10.023821928636488] >>>>> [65.5399522471235, 256.0476207888246, -9.96697614259434] >> Running individual: {'amp': 65.27170547286732, 'period': 252.82104683683505, 'offset': -8.171047195308464} >> Running individual: {'amp': 65.38502830882224, 'period': 251.08793408391273, 'offset': -9.98985486006648} >> Running individual: {'amp': 65.15581734263112, 'period': 250.72178753100732, 'offset': -9.966183602750744} >> Running individual: {'amp': 65.18722748593223, 'period': 250.85509223813685, 'offset': -10.883573120343856} >> Running individual: {'amp': 64.74746361120955, 'period': 250.78037241147, 'offset': -9.79121512357029} >> Running individual: {'amp': 63.66419642330086, 'period': 252.3774871850481, 'offset': -10.482645608270461} >> Running individual: {'amp': 64.23560322594828, 'period': 250.8589289723935, 'offset': -9.751745733808903} >> Running individual: {'amp': 65.41237554700736, 'period': 250.53817021114926, 'offset': -10.285037118873667} >> Running individual: {'amp': 65.16505394487666, 'period': 251.58597640421684, 'offset': -10.023821928636488} >> Running individual: {'amp': 65.5399522471235, 'period': 256.0476207888246, 'offset': -9.96697614259434} Target average_minimum (weight 1.0): target val: -75.0, actual: -73.4427299581082, cost: 1.0059531328487914e-05, fitness inc: 1.0059531328487914e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.100638318105865, cost: 3.403605297258583e-05, fitness inc: 3.403605297258583e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9551746868813904, cost: 2.9302332622549443e-06, fitness inc: 2.9302332622549443e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.9000000000575, cost: 3.139723475431566e-06, fitness inc: 3.139723475431566e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.80000000000274, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Fitness: 5.60193905714268e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37488087301479, cost: 5.829624351028073e-07, fitness inc: 5.829624351028073e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.39514293588959, cost: 1.2043683329521215e-06, fitness inc: 1.2043683329521215e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.983005841741286, cost: 4.211685527000242e-07, fitness inc: 4.211685527000242e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.1000000000571, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.000000000057, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 3.5711653552095157e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.1219784662255, cost: 6.171923971898252e-08, fitness inc: 6.171923971898252e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.189618073503, cost: 2.773388724230941e-07, fitness inc: 2.773388724230941e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.1257711484136124e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.07077285148326, cost: 4.75605530358969e-06, fitness inc: 4.75605530358969e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.30364326273266, cost: 3.7403594959073416e-06, fitness inc: 3.7403594959073416e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9861812383730224, cost: 2.784805911426602e-07, fitness inc: 2.784805911426602e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 9.555161851637628e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.53865492609971, cost: 8.828880740940903e-07, fitness inc: 8.828880740940903e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.956228737264595, cost: 1.477847266784238e-08, fitness inc: 1.477847266784238e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.7765636741717827e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.14682040715104, cost: 3.0194918743120525e-06, fitness inc: 3.0194918743120525e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.181531190409196, cost: 2.5506568880673264e-05, fitness inc: 2.5506568880673264e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.962488442741428, cost: 2.0520413090974188e-06, fitness inc: 2.0520413090974188e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.4000000000574, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.3000000000573, cost: 1.9749294332127576e-06, fitness inc: 1.9749294332127576e-06 Fitness: 3.685382224904998e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.98732610465983, cost: 4.253942750165329e-06, fitness inc: 4.253942750165329e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.48384719206055, cost: 2.054977648158207e-06, fitness inc: 2.054977648158207e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9861812383730224, cost: 2.784805911426602e-07, fitness inc: 2.784805911426602e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 7.367667450464133e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.69739784494168, cost: 2.0175048356385616e-06, fitness inc: 2.0175048356385616e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.12731547966173, cost: 1.2502986812545913e-07, fitness inc: 1.2502986812545913e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9914848323570213, cost: 1.0574093878279456e-07, fitness inc: 1.0574093878279456e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.6000000000021, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.5000000000569, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Fitness: 2.5357422789307194e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.18886096953587, cost: 1.4795805858280886e-07, fitness inc: 1.4795805858280886e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.14121478091486, cost: 1.5381959117544142e-07, fitness inc: 1.5381959117544142e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 4.112590412330697e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.50691186903211, cost: 1.0659055309503174e-06, fitness inc: 1.0659055309503174e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.572956978614435, cost: 2.532178596803547e-06, fitness inc: 2.532178596803547e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9052330122357866, cost: 1.3096802177536837e-05, fitness inc: 1.3096802177536837e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.00000000000064, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 256.10000000005823, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 256.00000000005815, cost: 1.3439819369076567e-05, fitness inc: 1.3439819369076567e-05 Fitness: 5.746606539913657e-05 >>>>> Evaluating: >>>>> [65.40880162454955, 252.60360776179775, -10.43507498840952] >>>>> [65.40311766555756, 250.84108897292776, -10.565734455541925] >>>>> [66.80552518231197, 252.02441956436184, -10.276250975601293] >>>>> [65.16038782812952, 250.2023574395177, -11.843392946852921] >>>>> [66.26663332057261, 251.08793408391273, -9.303081115564199] >>>>> [65.38502830882224, 250.3216535467914, -9.98985486006648] >>>>> [62.92191411758346, 253.17825335221568, -10.272397013395082] >>>>> [64.73493568295324, 251.709203919614, -9.960881486577026] >>>>> [65.38512941005615, 251.55474919065065, -10.560467647711913] >>>>> [64.34683207351512, 251.22709203382416, -9.303052000428899] >> Running individual: {'amp': 65.40880162454955, 'period': 252.60360776179775, 'offset': -10.43507498840952} >> Running individual: {'amp': 65.40311766555756, 'period': 250.84108897292776, 'offset': -10.565734455541925} >> Running individual: {'amp': 66.80552518231197, 'period': 252.02441956436184, 'offset': -10.276250975601293} >> Running individual: {'amp': 65.16038782812952, 'period': 250.2023574395177, 'offset': -11.843392946852921} >> Running individual: {'amp': 66.26663332057261, 'period': 251.08793408391273, 'offset': -9.303081115564199} >> Running individual: {'amp': 65.38502830882224, 'period': 250.3216535467914, 'offset': -9.98985486006648} >> Running individual: {'amp': 62.92191411758346, 'period': 253.17825335221568, 'offset': -10.272397013395082} >> Running individual: {'amp': 64.73493568295324, 'period': 251.709203919614, 'offset': -9.960881486577026} >> Running individual: {'amp': 65.38512941005615, 'period': 251.55474919065065, 'offset': -10.560467647711913} >> Running individual: {'amp': 64.34683207351512, 'period': 251.22709203382416, 'offset': -9.303052000428899} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.8438378202818, cost: 2.953731049304409e-06, fitness inc: 2.953731049304409e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.97368768983167, cost: 5.3403457211942396e-09, fitness inc: 5.3403457211942396e-09 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.958828186856077, cost: 2.4720412604706254e-06, fitness inc: 2.4720412604706254e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005743, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.6000000000027, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Fitness: 1.3405491350204635e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.96883907299551, cost: 3.893640570185042e-06, fitness inc: 3.893640570185042e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.837364471491966, cost: 2.0402442768574502e-07, fitness inc: 2.0402442768574502e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.986710963454534, cost: 2.575394016934851e-07, fitness inc: 2.575394016934851e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 5.135470860562208e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.08175373202606, cost: 1.7976500665151107e-05, fitness inc: 1.7976500665151107e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.529256430194124, cost: 1.803865708582819e-05, fitness inc: 1.803865708582819e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.967729136357011, cost: 1.51871862719144e-06, fitness inc: 1.51871862719144e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.10000000005726, cost: 1.6463972895008894e-06, fitness inc: 1.6463972895008894e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.0000000000025, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Fitness: 4.216693587455467e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.00373746013317, cost: 1.665438731657254e-05, fitness inc: 1.665438731657254e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.316951499819034, cost: 2.1849181861988143e-05, fitness inc: 2.1849181861988143e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 3.8608078642754506e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.56971210930695, cost: 1.346370461452473e-06, fitness inc: 1.346370461452473e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.96352128072854, cost: 2.9737860249623438e-05, fitness inc: 2.9737860249623438e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.983005841741286, cost: 4.211685527000242e-07, fitness inc: 4.211685527000242e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.1000000000571, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.000000000057, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 3.28680652982305e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37486039910927, cost: 5.828987605926983e-07, fitness inc: 5.828987605926983e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.395157952494, cost: 1.2044598737270817e-06, fitness inc: 1.2044598737270817e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9952057530956684, cost: 3.351950383922997e-08, fitness inc: 3.351950383922997e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.3000000000569, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 1.9478114655635537e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.19428962224946, cost: 1.3525227304689302e-05, fitness inc: 1.3525227304689302e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.64949761857822, cost: 4.261419509965503e-05, fitness inc: 4.261419509965503e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9499670836070235, cost: 3.6506218934473367e-06, fitness inc: 3.6506218934473367e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.2000000000575, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.10000000005755, cost: 3.587720461717403e-06, fitness inc: 3.587720461717403e-06 Fitness: 7.102360219646275e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.69581443545478, cost: 3.8382326239538855e-07, fitness inc: 3.8382326239538855e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.774022934896806, cost: 3.9389454198346385e-07, fitness inc: 3.9389454198346385e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.97245762711803, cost: 1.1062646360082695e-06, fitness inc: 1.1062646360082695e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.80000000005725, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.7000000000024, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Fitness: 5.128245566421441e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.94558222178706, cost: 3.7089522686439835e-06, fitness inc: 3.7089522686439835e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.824640177712524, cost: 2.3719825870127664e-07, fitness inc: 2.3719825870127664e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.975089439511774, cost: 9.049475491185177e-07, fitness inc: 9.049475491185177e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000000236, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 7.6025622108844004e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.64986186484981, cost: 7.56149001623907e-06, fitness inc: 7.56149001623907e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.0437656846685, cost: 1.4774706125209036e-08, fitness inc: 1.4774706125209036e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98036353986936, cost: 5.623192598225302e-07, fitness inc: 5.623192598225302e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005708, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000000226, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 9.84471633957984e-06 >>>>> Evaluating: >>>>> [66.19379236606741, 253.828398244009, -10.02974801223024] >>>>> [65.39917830927192, 248.87580261995834, -10.04091113012428] >>>>> [64.91181494599206, 250.1689663936714, -10.465771863598938] >>>>> [64.73759122742207, 250.1689663936714, -10.465771863598938] >>>>> [65.15890739109622, 250.76518173244597, -10.237522270607538] >>>>> [65.2366081961257, 250.74999963152973, -10.530137558028022] >>>>> [64.74746361120955, 250.42171338227476, -8.889479843576886] >>>>> [64.51114388181306, 251.1024187364592, -9.585306598101342] >>>>> [64.89761800721193, 253.7901271495008, -10.119410496468683] >>>>> [65.27199959791372, 251.75723782839836, -9.449942655155013] >> Running individual: {'amp': 66.19379236606741, 'period': 253.828398244009, 'offset': -10.02974801223024} >> Running individual: {'amp': 65.39917830927192, 'period': 248.87580261995834, 'offset': -10.04091113012428} >> Running individual: {'amp': 64.91181494599206, 'period': 250.1689663936714, 'offset': -10.465771863598938} >> Running individual: {'amp': 64.73759122742207, 'period': 250.1689663936714, 'offset': -10.465771863598938} >> Running individual: {'amp': 65.15890739109622, 'period': 250.76518173244597, 'offset': -10.237522270607538} >> Running individual: {'amp': 65.2366081961257, 'period': 250.74999963152973, 'offset': -10.530137558028022} >> Running individual: {'amp': 64.74746361120955, 'period': 250.42171338227476, 'offset': -8.889479843576886} >> Running individual: {'amp': 64.51114388181306, 'period': 251.1024187364592, 'offset': -9.585306598101342} >> Running individual: {'amp': 64.89761800721193, 'period': 253.7901271495008, 'offset': -10.119410496468683} >> Running individual: {'amp': 65.27199959791372, 'period': 251.75723782839836, 'offset': -9.449942655155013} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.22352947312687, cost: 6.209840312521031e-06, fitness inc: 6.209840312521031e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.16402390827275, cost: 1.0451308524728198e-05, fitness inc: 1.0451308524728198e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9401103230884345, cost: 5.230683848833628e-06, fitness inc: 5.230683848833628e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.8000000000577, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.80000000000302, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Fitness: 3.864693888155912e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.44006860031256, cost: 8.033312722810493e-07, fitness inc: 8.033312722810493e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.358249449373176, cost: 9.899700127435906e-07, fitness inc: 9.899700127435906e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.018215912134394, cost: 4.839031376713265e-07, fitness inc: 4.839031376713265e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.90000000005654, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.80000000005657, cost: 5.375997108592045e-07, fitness inc: 5.375997108592045e-07 Fitness: 3.8041369739838515e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37757328451063, cost: 5.913662257661656e-07, fitness inc: 5.913662257661656e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.44601893501048, cost: 2.3672287130516168e-06, fitness inc: 2.3672287130516168e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.9876181620869247e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.20334960224204, cost: 1.71530296522171e-07, fitness inc: 1.71530296522171e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.27179528125222, cost: 4.0903136128145334e-06, fitness inc: 4.0903136128145334e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 4.290867132605847e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.3964144831332, cost: 6.518580030201448e-07, fitness inc: 6.518580030201448e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.92137176286077, cost: 4.7687929161099873e-08, fitness inc: 4.7687929161099873e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.5784430595910948e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.76672548650512, cost: 2.4385574914909114e-06, fitness inc: 2.4385574914909114e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.706454638275716, cost: 6.646630906770312e-07, fitness inc: 6.646630906770312e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.988300983780294, cost: 1.9959764008259384e-07, fitness inc: 1.9959764008259384e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.963618074753761e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.63692081767154, cost: 7.707137044676848e-06, fitness inc: 7.707137044676848e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.85796328972868, cost: 5.677881861454459e-06, fitness inc: 5.677881861454459e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.993078663649058, cost: 6.986130296482429e-08, fitness inc: 6.986130296482429e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.50000000005696, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.3667680193396592e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.0964331426418, cost: 3.3866738401444607e-06, fitness inc: 3.3866738401444607e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.92582842600437, cost: 4.243521223301627e-08, fitness inc: 4.243521223301627e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9824771007560553, cost: 4.47783963020143e-07, fitness inc: 4.47783963020143e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.1000000000571, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.10000000000224, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 5.317958985173732e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.0170059150549, cost: 1.1996492688126636e-09, fitness inc: 1.1996492688126636e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.77818379125239, cost: 3.795227355718467e-07, fitness inc: 3.795227355718467e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9401103230884345, cost: 5.230683848833628e-06, fitness inc: 5.230683848833628e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.40000000000063, cost: 4.838376589932913e-06, fitness inc: 4.838376589932913e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.8000000000577, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.800000000003, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Fitness: 2.1231591366244196e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.72192878132178, cost: 3.207496562795953e-07, fitness inc: 3.207496562795953e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.82203755768134, cost: 5.212336714133237e-06, fitness inc: 5.212336714133237e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.971931682774442, cost: 1.1489180598012183e-06, fitness inc: 1.1489180598012183e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.8000000000572, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.70000000005723, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Fitness: 9.92626755624837e-06 >>>>> Evaluating: >>>>> [65.29180628916782, 251.37946869912173, -10.00224269644055] >>>>> [66.3356371059534, 249.42334060478908, -9.677150994216134] >>>>> [65.2366081961257, 250.778218900753, -10.530137558028022] >>>>> [65.7699243472846, 250.74999963152973, -11.70880178010666] >>>>> [64.04591904819122, 251.60355224741392, -11.41759614819565] >>>>> [64.81047957138105, 250.46186582048477, -9.505210047527662] >>>>> [65.40356066420074, 250.47330417727792, -10.404601010527301] >>>>> [66.07032381289017, 250.25929858757203, -10.799634101296505] >>>>> [65.15979013386911, 250.24746739275363, -11.485874166005676] >>>>> [66.02869707220933, 250.77504522168914, -9.025080815272826] >> Running individual: {'amp': 65.29180628916782, 'period': 251.37946869912173, 'offset': -10.00224269644055} >> Running individual: {'amp': 66.3356371059534, 'period': 249.42334060478908, 'offset': -9.677150994216134} >> Running individual: {'amp': 65.2366081961257, 'period': 250.778218900753, 'offset': -10.530137558028022} >> Running individual: {'amp': 65.7699243472846, 'period': 250.74999963152973, 'offset': -11.70880178010666} >> Running individual: {'amp': 64.04591904819122, 'period': 251.60355224741392, 'offset': -11.41759614819565} >> Running individual: {'amp': 64.81047957138105, 'period': 250.46186582048477, 'offset': -9.505210047527662} >> Running individual: {'amp': 65.40356066420074, 'period': 250.47330417727792, 'offset': -10.404601010527301} >> Running individual: {'amp': 66.07032381289017, 'period': 250.25929858757203, 'offset': -10.799634101296505} >> Running individual: {'amp': 65.15979013386911, 'period': 250.24746739275363, 'offset': -11.485874166005676} >> Running individual: {'amp': 66.02869707220933, 'period': 250.77504522168914, 'offset': -9.025080815272826} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.29403921641004, cost: 3.586448641401674e-07, fitness inc: 3.586448641401674e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.28954880844175, cost: 6.466878322841652e-07, fitness inc: 6.466878322841652e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.977724741447277, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.4000000000023, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 3.7300037306620126e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.01277869223489, cost: 4.254823233407201e-06, fitness inc: 4.254823233407201e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.6584700150765, cost: 2.1215703643551187e-05, fitness inc: 2.1215703643551187e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.009623095428413, cost: 1.350474316819117e-07, fitness inc: 1.350474316819117e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.4000000000567, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.4000000000018, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 2.5934107602321177e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.76672304013036, cost: 2.4385419302719313e-06, fitness inc: 2.4385419302719313e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.70645002935003, cost: 6.64683962425805e-07, fitness inc: 6.64683962425805e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.982123020107586e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.4787056940525, cost: 2.5485497687105507e-05, fitness inc: 2.5485497687105507e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.06110643655575, cost: 6.7995657372366125e-06, fitness inc: 6.7995657372366125e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.988300983780294, cost: 1.9959764008259384e-07, fitness inc: 1.9959764008259384e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.314546091692794e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.46351425665087, cost: 8.91210028219902e-07, fitness inc: 8.91210028219902e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.62832181326177, cost: 4.338544759385776e-05, fitness inc: 4.338544759385776e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 4.808747038465011e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.31566845473289, cost: 1.9426140910328016e-06, fitness inc: 1.9426140910328016e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.30525784521278, cost: 7.187614275983023e-07, fitness inc: 7.187614275983023e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9925472451417847, cost: 8.100101112074043e-08, fitness inc: 8.100101112074043e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.50000000005696, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 2.9551765140523045e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.8081422668797, cost: 2.7091230100362296e-06, fitness inc: 2.7091230100362296e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.99894371746207, cost: 8.606226842289288e-12, fitness inc: 8.606226842289288e-12 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9925472451417847, cost: 8.100101112074043e-08, fitness inc: 8.100101112074043e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.5000000000569, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 3.0029326116842725e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.86994168309381, cost: 1.4504544155746757e-05, fitness inc: 1.4504544155746757e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.2706693091288, cost: 5.651050518640233e-07, fitness inc: 5.651050518640233e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996270147861379, cost: 2.0288036806093146e-08, fitness inc: 2.0288036806093146e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.30000000005685, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 1.5198203906052754e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.6456528002921, cost: 1.1233777192587446e-05, fitness inc: 1.1233777192587446e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.673898378698034, cost: 1.3564354375050769e-05, fitness inc: 1.3564354375050769e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996270147861379, cost: 2.0288036806093146e-08, fitness inc: 2.0288036806093146e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.30000000005685, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 2.492668626608019e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.05375549217904, cost: 1.1986708403632917e-08, fitness inc: 1.1986708403632917e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.003599200158796, cost: 3.0964185304349634e-05, fitness inc: 3.0964185304349634e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.185506914016312e-05 >>>>> Evaluating: >>>>> [65.04153644849713, 251.50845309909798, -11.038770037966914] >>>>> [64.90048169744927, 249.23049098248006, -10.456804430250882] >>>>> [65.01076032192832, 249.15191607873305, -10.82693741183619] >>>>> [65.17461365967921, 250.17064165736684, -10.451219087365905] >>>>> [65.5839514434834, 250.19672097477616, -10.474110227815588] >>>>> [65.36482810045945, 250.16840901738482, -10.402992369947812] >>>>> [64.97817981482932, 250.906779290865, -10.020667749008714] >>>>> [65.31140210466852, 249.79716571748745, -10.493843345168495] >>>>> [64.56081199759304, 249.48083289027974, -10.463983471040988] >>>>> [65.1966836242526, 250.33847456155598, -12.016779315426621] >> Running individual: {'amp': 65.04153644849713, 'period': 251.50845309909798, 'offset': -11.038770037966914} >> Running individual: {'amp': 64.90048169744927, 'period': 249.23049098248006, 'offset': -10.456804430250882} >> Running individual: {'amp': 65.01076032192832, 'period': 249.15191607873305, 'offset': -10.82693741183619} >> Running individual: {'amp': 65.17461365967921, 'period': 250.17064165736684, 'offset': -10.451219087365905} >> Running individual: {'amp': 65.5839514434834, 'period': 250.19672097477616, 'offset': -10.474110227815588} >> Running individual: {'amp': 65.36482810045945, 'period': 250.16840901738482, 'offset': -10.402992369947812} >> Running individual: {'amp': 64.97817981482932, 'period': 250.906779290865, 'offset': -10.020667749008714} >> Running individual: {'amp': 65.31140210466852, 'period': 249.79716571748745, 'offset': -10.493843345168495} >> Running individual: {'amp': 64.56081199759304, 'period': 249.48083289027974, 'offset': -10.463983471040988} >> Running individual: {'amp': 65.1966836242526, 'period': 250.33847456155598, 'offset': -12.016779315426621} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.08027338101681, cost: 4.840826370200446e-06, fitness inc: 4.840826370200446e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.002762483148686, cost: 7.670881823962361e-06, fitness inc: 7.670881823962361e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.976143141152467, cost: 8.300093107260764e-07, fitness inc: 8.300093107260764e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.50000000005718, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000000236, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 1.5977448513782022e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.35726578452443, cost: 5.294645407660781e-07, fitness inc: 5.294645407660781e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.44366439133501, cost: 2.3873939325458338e-06, fitness inc: 2.3873939325458338e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.012304400159875, cost: 2.2078908534783892e-07, fitness inc: 2.2078908534783892e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.30000000005663, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.20000000000172, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 3.798447411162975e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.83767988208012, cost: 2.9107785458615254e-06, fitness inc: 2.9107785458615254e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.18380370949053, cost: 5.1385242206825055e-06, fitness inc: 5.1385242206825055e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.013914905003396, cost: 2.823691012121543e-07, fitness inc: 2.823691012121543e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.2000000000566, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.1000000000017, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 9.111938328754121e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.62582089650148, cost: 1.6246270266861984e-06, fitness inc: 1.6246270266861984e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.723372386654475, cost: 5.902584452321946e-07, fitness inc: 5.902584452321946e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9968025579530213, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.20000000000198, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 2.2596616062742214e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.0580210076403, cost: 4.643450537966665e-06, fitness inc: 4.643450537966665e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.10980042230014, cost: 9.299495462578022e-08, fitness inc: 9.299495462578022e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9968025579530213, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.20000000000198, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 4.781221626948273e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.76780617822196, cost: 2.4454365626924712e-06, fitness inc: 2.4454365626924712e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.9618121893524, cost: 1.1248663445151408e-08, fitness inc: 1.1248663445151408e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.485708449406765e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.99884342387726, cost: 5.548894677076532e-12, fitness inc: 5.548894677076532e-12 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.9574832086441, cost: 1.394351811789818e-08, fitness inc: 1.394351811789818e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.985651654044821, cost: 3.002343309521649e-07, fitness inc: 3.002343309521649e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.157916491134614e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.80520342698044, cost: 2.6894552330736232e-06, fitness inc: 2.6894552330736232e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.8175166398276, cost: 2.568608015174334e-07, fitness inc: 2.568608015174334e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.003202562049023, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.8000000000568, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.8000000000019, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 3.0508732856704412e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.02478895978793, cost: 2.5490061172916967e-09, fitness inc: 2.5490061172916967e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.09680568697617, cost: 6.292323788792409e-06, fitness inc: 6.292323788792409e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.008551576696337, cost: 1.0664712357666417e-07, fitness inc: 1.0664712357666417e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.50000000005673, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.40000000005665, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 6.688986554870269e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.21344146632207, cost: 2.0322705126751828e-05, fitness inc: 2.0322705126751828e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.179892773555295, cost: 2.5552550588114897e-05, fitness inc: 2.5552550588114897e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9946737683083056, cost: 4.13710833369052e-08, fitness inc: 4.13710833369052e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 4.60696934566629e-05 >>>>> Evaluating: >>>>> [65.25435370085123, 249.91090388421134, -10.003736791052212] >>>>> [65.38499735012641, 250.94851085632763, -9.987534305578592] >>>>> [65.15762608649266, 250.21005738353693, -10.319781777902099] >>>>> [65.14746685705504, 252.25104376727498, -10.063119395288046] >>>>> [65.11422258471957, 250.3905649999829, -9.681347283038008] >>>>> [65.07031385329371, 250.3373676664962, -9.739261006529846] >>>>> [65.30276561650567, 248.68524881180142, -10.294862281043377] >>>>> [65.3966440875306, 249.97654632144778, -9.825983174328123] >>>>> [65.56814020607216, 250.17064165736684, -10.661809422646575] >>>>> [64.41305530501985, 251.15121295021547, -12.086549877297612] >> Running individual: {'amp': 65.25435370085123, 'period': 249.91090388421134, 'offset': -10.003736791052212} >> Running individual: {'amp': 65.38499735012641, 'period': 250.94851085632763, 'offset': -9.987534305578592} >> Running individual: {'amp': 65.15762608649266, 'period': 250.21005738353693, 'offset': -10.319781777902099} >> Running individual: {'amp': 65.14746685705504, 'period': 252.25104376727498, 'offset': -10.063119395288046} >> Running individual: {'amp': 65.11422258471957, 'period': 250.3905649999829, 'offset': -9.681347283038008} >> Running individual: {'amp': 65.07031385329371, 'period': 250.3373676664962, 'offset': -9.739261006529846} >> Running individual: {'amp': 65.30276561650567, 'period': 248.68524881180142, 'offset': -10.294862281043377} >> Running individual: {'amp': 65.3966440875306, 'period': 249.97654632144778, 'offset': -9.825983174328123} >> Running individual: {'amp': 65.56814020607216, 'period': 250.17064165736684, 'offset': -10.661809422646575} >> Running individual: {'amp': 64.41305530501985, 'period': 251.15121295021547, 'offset': -12.086549877297612} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.25805563583394, cost: 2.7623635523443824e-07, fitness inc: 2.7623635523443824e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.2506131223714, cost: 4.844609882148632e-07, fitness inc: 4.844609882148632e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001600640255486, cost: 3.7363216964791945e-09, fitness inc: 3.7363216964791945e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.90000000005682, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 7.719003319861528e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37251929947494, cost: 5.756407942536512e-07, fitness inc: 5.756407942536512e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.397447409418035, cost: 1.2184570308271248e-06, fitness inc: 1.2184570308271248e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9845929074240094, cost: 3.461768617318839e-07, fitness inc: 3.461768617318839e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 3.0549410655611453e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.47738491329959, cost: 9.453469511644386e-07, fitness inc: 9.453469511644386e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.837820145301365, cost: 2.0288275426327829e-07, fitness inc: 2.0288275426327829e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 1.2527391696215417e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.21057428409875, cost: 1.839351980725823e-07, fitness inc: 1.839351980725823e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.08433197345396, cost: 5.4857487108428415e-08, fitness inc: 5.4857487108428415e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9645830580144508, cost: 1.829271332409732e-06, fitness inc: 1.829271332409732e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.3000000000573, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.20000000000258, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Fitness: 8.000318894807457e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.79556306217552, cost: 1.7336958813007897e-07, fitness inc: 1.7336958813007897e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.43286743153926, cost: 1.4453086473187327e-06, fitness inc: 1.4453086473187327e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9936102236415563, cost: 5.9542640817866754e-08, fitness inc: 5.9542640817866754e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.857420865780668e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.80955388907678, cost: 1.5045215406850332e-07, fitness inc: 1.5045215406850332e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.33104052995816, cost: 8.453048803147567e-07, fitness inc: 8.453048803147567e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9946737683083056, cost: 4.13710833369052e-08, fitness inc: 4.13710833369052e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 1.1901947761794318e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.59762486012113, cost: 1.4815316207172913e-06, fitness inc: 1.4815316207172913e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.00787629073912, cost: 4.785143392638247e-10, fitness inc: 4.785143392638247e-10 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.021447721179007, cost: 6.708398013755001e-07, fitness inc: 6.708398013755001e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.70000000005655, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.60000000005647, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 4.053115380542316e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.22260485186013, cost: 2.0555281132761394e-07, fitness inc: 2.0555281132761394e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.57064185757073, cost: 2.5117566742061115e-06, fitness inc: 2.5117566742061115e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.000533404453311, cost: 4.1492542734999915e-10, fitness inc: 4.1492542734999915e-10 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.00000000005684, cost: 0.0, fitness inc: 0.0 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.90000000005676, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.7214577443812615e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.22993770662112, cost: 6.275058303528702e-06, fitness inc: 6.275058303528702e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.90630846380898, cost: 6.770988825177682e-08, fitness inc: 6.770988825177682e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9968025579530213, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.20000000000198, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 6.387544326136307e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.49958690716448, cost: 9.328106316042195e-06, fitness inc: 9.328106316042195e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.32648787098687, cost: 5.5130480823839534e-05, fitness inc: 5.5130480823839534e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9819485001321167, cost: 4.7520738499784443e-07, fitness inc: 4.7520738499784443e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.20000000005706, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.10000000000224, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 6.64607270763895e-05 >>>>> Evaluating: >>>>> [63.73288115302761, 250.9815876027922, -9.78276375556486] >>>>> [65.96017646239514, 250.21975707350606, -10.079407023629804] >>>>> [65.37552356666511, 250.10458776543166, -9.998240065012473] >>>>> [66.48282401134193, 250.36038019551512, -9.9899508402244] >>>>> [65.03763329796975, 250.72189830987486, -9.993750944039139] >>>>> [64.98800461496305, 250.94528598273712, -9.463307737682868] >>>>> [64.75150101714684, 251.75212438253132, -10.922422184358862] >>>>> [65.2232536910287, 251.84085096473913, -10.260727647726808] >>>>> [63.55962520358675, 248.89069976977171, -9.989726832364912] >>>>> [65.47318674475255, 248.9332398646067, -10.312389315496121] >> Running individual: {'amp': 63.73288115302761, 'period': 250.9815876027922, 'offset': -9.78276375556486} >> Running individual: {'amp': 65.96017646239514, 'period': 250.21975707350606, 'offset': -10.079407023629804} >> Running individual: {'amp': 65.37552356666511, 'period': 250.10458776543166, 'offset': -9.998240065012473} >> Running individual: {'amp': 66.48282401134193, 'period': 250.36038019551512, 'offset': -9.9899508402244} >> Running individual: {'amp': 65.03763329796975, 'period': 250.72189830987486, 'offset': -9.993750944039139} >> Running individual: {'amp': 64.98800461496305, 'period': 250.94528598273712, 'offset': -9.463307737682868} >> Running individual: {'amp': 64.75150101714684, 'period': 251.75212438253132, 'offset': -10.922422184358862} >> Running individual: {'amp': 65.2232536910287, 'period': 251.84085096473913, 'offset': -10.260727647726808} >> Running individual: {'amp': 63.55962520358675, 'period': 248.89069976977171, 'offset': -9.989726832364912} >> Running individual: {'amp': 65.47318674475255, 'period': 248.9332398646067, 'offset': -10.312389315496121} Target average_minimum (weight 1.0): target val: -75.0, actual: -73.5156340824894, cost: 9.139706236505063e-06, fitness inc: 9.139706236505063e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.9501026218156, cost: 8.502397717546906e-06, fitness inc: 8.502397717546906e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.984063745019305, cost: 3.703643542962709e-07, fitness inc: 3.703643542962709e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 1.8998067972675337e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.03957312651478, cost: 4.482934568450503e-06, fitness inc: 4.482934568450503e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.880754344142524, cost: 5.983542712750811e-06, fitness inc: 5.983542712750811e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 1.0570986745395139e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37375740013542, cost: 5.794735361552839e-07, fitness inc: 5.794735361552839e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.37726045374953, cost: 1.0978259570304516e-06, fitness inc: 1.0978259570304516e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 1.6884965085006698e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.47276156711156, cost: 8.9973628600859e-06, fitness inc: 8.9973628600859e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.49285487225079, cost: 1.719012839207501e-05, fitness inc: 1.719012839207501e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9941419251757915, cost: 5.0045681709853795e-08, fitness inc: 5.0045681709853795e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000005685, cost: 3.359999900531818e-08, fitness inc: 3.359999900531818e-08 Fitness: 2.6390603592552075e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.03136191583428, cost: 4.079993010108751e-09, fitness inc: 4.079993010108751e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.04386648771989, cost: 1.484284406494396e-08, fitness inc: 1.484284406494396e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 8.056358733465885e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.45129759345774, cost: 1.248899368699874e-06, fitness inc: 1.248899368699874e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.52468081106491, cost: 2.12344416805621e-06, fitness inc: 2.12344416805621e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9845929074240094, cost: 3.461768617318839e-07, fitness inc: 3.461768617318839e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 4.633186777236453e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.6739119330836, cost: 1.8839081870059005e-06, fitness inc: 1.8839081870059005e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.82906188184109, cost: 1.0575835848514181e-05, fitness inc: 1.0575835848514181e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.971931682774442, cost: 1.1489180598012183e-06, fitness inc: 1.1489180598012183e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.80000000005725, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.70000000005717, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Fitness: 1.685292522135562e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.48396608098129, cost: 9.715914547347992e-07, fitness inc: 9.715914547347992e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.962507581038395, cost: 1.0842721942516675e-08, fitness inc: 1.0842721942516675e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9708802117796638, cost: 1.2366098169902529e-06, fitness inc: 1.2366098169902529e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.90000000005728, cost: 1.347731516943007e-06, fitness inc: 1.347731516943007e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.80000000000246, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Fitness: 6.269705150829807e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.54931714077492, cost: 8.729621752467942e-06, fitness inc: 8.729621752467942e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.56989463984361, cost: 1.5775408860441154e-05, fitness inc: 1.5775408860441154e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.017677782241247, cost: 4.5573477047700095e-07, fitness inc: 4.5573477047700095e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.9000000000566, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.90000000000163, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 2.640183135316221e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.78556056748928, cost: 2.5598380910540897e-06, fitness inc: 2.5598380910540897e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.1607801217163, cost: 1.9939580897521125e-07, fitness inc: 1.9939580897521125e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.017139796464299, cost: 4.284182247848989e-07, fitness inc: 4.284182247848989e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.00000000000165, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.90000000005654, cost: 4.5173312912538677e-07, fitness inc: 4.5173312912538677e-07 Fitness: 4.550318159046718e-06 >>>>> Evaluating: >>>>> [65.2499644604631, 249.0600335470066, -9.799447071030677] >>>>> [64.18048929405082, 250.77547949486865, -9.655307208945022] >>>>> [64.44398845001324, 250.906779290865, -10.80040205763973] >>>>> [64.97817981482932, 250.906779290865, -10.020667749008714] >>>>> [64.980815171032, 250.77714747359067, -9.680175845521305] >>>>> [64.26504908919175, 250.72153313460188, -9.977747262083172] >>>>> [65.8028327257778, 250.9362318583918, -9.284275056943834] >>>>> [64.9859539531576, 250.910444664431, -9.886182196439334] >>>>> [64.8716327936119, 251.93702510815748, -10.323803572648918] >>>>> [65.16662476281716, 250.0862386801547, -10.271864263449608] >> Running individual: {'amp': 65.2499644604631, 'period': 249.0600335470066, 'offset': -9.799447071030677} >> Running individual: {'amp': 64.18048929405082, 'period': 250.77547949486865, 'offset': -9.655307208945022} >> Running individual: {'amp': 64.44398845001324, 'period': 250.906779290865, 'offset': -10.80040205763973} >> Running individual: {'amp': 64.97817981482932, 'period': 250.906779290865, 'offset': -10.020667749008714} >> Running individual: {'amp': 64.980815171032, 'period': 250.77714747359067, 'offset': -9.680175845521305} >> Running individual: {'amp': 64.26504908919175, 'period': 250.72153313460188, 'offset': -9.977747262083172} >> Running individual: {'amp': 65.8028327257778, 'period': 250.9362318583918, 'offset': -9.284275056943834} >> Running individual: {'amp': 64.9859539531576, 'period': 250.910444664431, 'offset': -9.886182196439334} >> Running individual: {'amp': 64.8716327936119, 'period': 251.93702510815748, 'offset': -10.323803572648918} >> Running individual: {'amp': 65.16662476281716, 'period': 250.0862386801547, 'offset': -10.271864263449608} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.04939580485946, cost: 1.0121255500372683e-08, fitness inc: 1.0121255500372683e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.45049605966106, cost: 1.5654266386500026e-06, fitness inc: 1.5654266386500026e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.015526703251959, cost: 3.51572709278436e-07, fitness inc: 3.51572709278436e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.10000000005658, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.00000000000168, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 2.8417869821772967e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.8357747448547, cost: 5.622453195575083e-06, fitness inc: 5.622453195575083e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.52516496659273, cost: 1.739146465840058e-06, fitness inc: 1.739146465840058e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 8.240496788824991e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.24438640172718, cost: 2.4774689777462555e-07, fitness inc: 2.4774689777462555e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.643557772434406, cost: 1.4192138654167685e-05, fitness inc: 1.4192138654167685e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.985651654044821, cost: 3.002343309521649e-07, fitness inc: 3.002343309521649e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.558385297606435e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.99884342387726, cost: 5.548894677076532e-12, fitness inc: 5.548894677076532e-12 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.9574832086441, cost: 1.394351811789818e-08, fitness inc: 1.394351811789818e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.985651654044821, cost: 3.002343309521649e-07, fitness inc: 3.002343309521649e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.157916491134614e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.66096876042421, cost: 4.767969696839458e-07, fitness inc: 4.767969696839458e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.30061958844544, cost: 6.970848679399566e-07, fitness inc: 6.970848679399566e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 2.0527789650337525e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.24277391783089, cost: 2.37850656592542e-06, fitness inc: 2.37850656592542e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.287286884763446, cost: 3.9181332899262955e-06, fitness inc: 3.9181332899262955e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 7.083352892123251e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.08709318544352, cost: 3.146462745906575e-08, fitness inc: 3.146462745906575e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.51853748974647, cost: 1.778667288965252e-05, fitness inc: 1.778667288965252e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9851222104138375, cost: 3.227999708643736e-07, fitness inc: 3.227999708643736e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.9055603866724447e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.87213374709354, cost: 6.782129935434256e-08, fitness inc: 6.782129935434256e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.09973992779192, cost: 7.673428881194155e-08, fitness inc: 7.673428881194155e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9851222104138375, cost: 3.227999708643736e-07, fitness inc: 3.227999708643736e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.3820219377791432e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.19541582732523, cost: 1.584067417237378e-07, fitness inc: 1.584067417237378e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.54781680914677, cost: 1.5771737843506273e-06, fitness inc: 1.5771737843506273e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.969304048689515, cost: 1.3741001926304008e-06, fitness inc: 1.3741001926304008e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.00000000005724, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.90000000000248, cost: 1.347731516943007e-06, fitness inc: 1.347731516943007e-06 Fitness: 7.4440744425308125e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.43845449227038, cost: 7.974490781048615e-07, fitness inc: 7.974490781048615e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.8947556134303, cost: 8.543764162816103e-08, fitness inc: 8.543764162816103e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 8.940837350479569e-07 >>>>> Evaluating: >>>>> [65.30221574935979, 249.28217536645843, -10.002839381949968] >>>>> [65.48149550361144, 250.05692048313554, -9.032821257384857] >>>>> [65.14882311191958, 248.88427712821104, -9.980175934842437] >>>>> [65.90257584354624, 251.17233593590296, -9.499039436481485] >>>>> [67.39313598614312, 250.80933258384474, -8.258212132157063] >>>>> [65.07031385329371, 250.3373676664962, -9.739261006529846] >>>>> [65.22140714028332, 250.6104004615247, -10.003263317390243] >>>>> [65.21796151804297, 249.94414602483752, -9.168093001433748] >>>>> [65.69188562065713, 251.4224690500857, -9.88101166400679] >>>>> [65.13060406396524, 249.59478164187732, -10.967230687920752] >> Running individual: {'amp': 65.30221574935979, 'period': 249.28217536645843, 'offset': -10.002839381949968} >> Running individual: {'amp': 65.48149550361144, 'period': 250.05692048313554, 'offset': -9.032821257384857} >> Running individual: {'amp': 65.14882311191958, 'period': 248.88427712821104, 'offset': -9.980175934842437} >> Running individual: {'amp': 65.90257584354624, 'period': 251.17233593590296, 'offset': -9.499039436481485} >> Running individual: {'amp': 67.39313598614312, 'period': 250.80933258384474, 'offset': -8.258212132157063} >> Running individual: {'amp': 65.07031385329371, 'period': 250.3373676664962, 'offset': -9.739261006529846} >> Running individual: {'amp': 65.22140714028332, 'period': 250.6104004615247, 'offset': -10.003263317390243} >> Running individual: {'amp': 65.21796151804297, 'period': 249.94414602483752, 'offset': -9.168093001433748} >> Running individual: {'amp': 65.69188562065713, 'period': 251.4224690500857, 'offset': -9.88101166400679} >> Running individual: {'amp': 65.13060406396524, 'period': 249.59478164187732, 'offset': -10.967230687920752} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.30502701559026, cost: 3.859496948699359e-07, fitness inc: 3.859496948699359e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.29936733372588, cost: 6.912894434663031e-07, fitness inc: 6.912894434663031e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.011231448053936, cost: 1.8396204481962997e-07, fitness inc: 1.8396204481962997e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.30000000005668, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.30000000000175, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.8660010593363197e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.51429118255493, cost: 9.786013459578413e-07, fitness inc: 9.786013459578413e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.448663662335264, cost: 1.6187489857433235e-05, fitness inc: 1.6187489857433235e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.99893361770133, cost: 1.6583747708409646e-09, fitness inc: 1.6583747708409646e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.0000000000568, cost: 0.0, fitness inc: 0.0 Fitness: 1.7171482911582103e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.12896709390135, cost: 6.899411630900687e-08, fitness inc: 6.899411630900687e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.16864063048557, cost: 2.193692475449538e-07, fitness inc: 2.193692475449538e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.017677782241247, cost: 4.5573477047700095e-07, fitness inc: 4.5573477047700095e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.9000000000566, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.90000000000163, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 2.1851641041070735e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.4015922779912, cost: 6.68997777286684e-07, fitness inc: 6.68997777286684e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.40352212276057, cost: 1.5194392205097884e-05, fitness inc: 1.5194392205097884e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9814200398135853, cost: 5.034381723723058e-07, fitness inc: 5.034381723723058e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.20000000005712, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.10000000005704, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 1.7893760706266804e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.65134124961516, cost: 1.7598297706866717e-06, fitness inc: 1.7598297706866717e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.134915910869935, cost: 0.00013186438043388815, fitness inc: 0.00013186438043388815 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987240829345477, cost: 2.3741141252919817e-07, fitness inc: 2.3741141252919817e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000000217, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 0.00013457842144593002 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.80955388907678, cost: 1.5045215406850332e-07, fitness inc: 1.5045215406850332e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.33104052995816, cost: 8.453048803147567e-07, fitness inc: 8.453048803147567e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9946737683083056, cost: 4.13710833369052e-08, fitness inc: 4.13710833369052e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 1.1901947761794318e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.2246482516335, cost: 2.0934387234827767e-07, fitness inc: 2.0934387234827767e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.21812032342103, cost: 3.669809435224991e-07, fitness inc: 3.669809435224991e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9904229848357766, cost: 1.3375717722308167e-07, fitness inc: 1.3375717722308167e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.60000000005698, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.60000000000213, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 1.2178152332120717e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.38602764127718, cost: 1.5636920147610311e-06, fitness inc: 1.5636920147610311e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.049857665585066, cost: 8.501754525047645e-06, fitness inc: 8.501754525047645e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001066951186367, cost: 1.6601444663422171e-09, fitness inc: 1.6601444663422171e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.0000000000568, cost: 0.0, fitness inc: 0.0 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 1.0070840017695204e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.57288804107746, cost: 1.3614233039804802e-06, fitness inc: 1.3614233039804802e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.810858671916094, cost: 5.071536263723253e-06, fitness inc: 5.071536263723253e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.977724741447277, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.40000000000234, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 9.575763310842866e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.09783265621355, cost: 4.999474730871256e-06, fitness inc: 4.999474730871256e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.16337095255737, cost: 5.3990200417075584e-06, fitness inc: 5.3990200417075584e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.00641025640964, cost: 5.99249361243892e-08, fitness inc: 5.99249361243892e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.60000000005675, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.60000000000184, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.0637619698217193e-05 >>>>> Evaluating: >>>>> [65.11140284256334, 250.0989279647859, -9.28442145770068] >>>>> [64.89039941159302, 250.9588804072056, -9.733134424141415] >>>>> [65.13801323558073, 250.21784173947586, -9.911324028336127] >>>>> [65.09808559826722, 250.5690088807138, -11.618962458234904] >>>>> [65.50657882876911, 250.5126401601803, -9.803105454388882] >>>>> [64.98000021971339, 250.32250368617994, -9.836121891806192] >>>>> [64.15706463738195, 249.28217536645843, -12.89766806939286] >>>>> [64.16442785375605, 249.6181163125256, -11.041506024749282] >>>>> [64.33095921216648, 250.40633487057008, -9.438069447780801] >>>>> [65.15314610069775, 248.703590740266, -9.204163914365026] >> Running individual: {'amp': 65.11140284256334, 'period': 250.0989279647859, 'offset': -9.28442145770068} >> Running individual: {'amp': 64.89039941159302, 'period': 250.9588804072056, 'offset': -9.733134424141415} >> Running individual: {'amp': 65.13801323558073, 'period': 250.21784173947586, 'offset': -9.911324028336127} >> Running individual: {'amp': 65.09808559826722, 'period': 250.5690088807138, 'offset': -11.618962458234904} >> Running individual: {'amp': 65.50657882876911, 'period': 250.5126401601803, 'offset': -9.803105454388882} >> Running individual: {'amp': 64.98000021971339, 'period': 250.32250368617994, 'offset': -9.836121891806192} >> Running individual: {'amp': 64.15706463738195, 'period': 249.28217536645843, 'offset': -12.89766806939286} >> Running individual: {'amp': 64.16442785375605, 'period': 249.6181163125256, 'offset': -11.041506024749282} >> Running individual: {'amp': 64.33095921216648, 'period': 250.40633487057008, 'offset': -9.438069447780801} >> Running individual: {'amp': 65.15314610069775, 'period': 248.703590740266, 'offset': -9.204163914365026} Target average_minimum (weight 1.0): target val: -75.0, actual: -74.39580944245438, cost: 1.5142635493292644e-06, fitness inc: 1.5142635493292644e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.82697036815206, cost: 5.275079532740534e-06, fitness inc: 5.275079532740534e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 6.800540097384733e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.62351883659288, cost: 5.879501518979424e-07, fitness inc: 5.879501518979424e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.15724640267216, cost: 1.9072725621072095e-07, fitness inc: 1.9072725621072095e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9845929074240094, cost: 3.461768617318839e-07, fitness inc: 3.461768617318839e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.000000000057, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 2.0395206485890327e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.04932566502201, cost: 1.0092532476413396e-08, fitness inc: 1.0092532476413396e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.226673794893145, cost: 3.963271874019014e-07, fitness inc: 3.963271874019014e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 5.109291840721397e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.71703458484286, cost: 1.2229453021705972e-05, fitness inc: 1.2229453021705972e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.47909893973514, cost: 1.7842084129138236e-05, fitness inc: 1.7842084129138236e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.990953837966658, cost: 1.1933984667145126e-07, fitness inc: 1.1933984667145126e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.60000000005692, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.50000000005696, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Fitness: 3.0478343633899563e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.30968191762177, cost: 3.9781923766302185e-07, fitness inc: 3.9781923766302185e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.70344362207145, cost: 3.816878550999547e-06, fitness inc: 3.816878550999547e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9914848323570213, cost: 1.0574093878279456e-07, fitness inc: 1.0574093878279456e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.60000000005692, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.50000000000207, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Fitness: 4.607905363829268e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.8161003152858, cost: 1.4028659267584231e-07, fitness inc: 1.4028659267584231e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.14386113658525, cost: 1.5963874733238015e-07, fitness inc: 1.5963874733238015e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9952057530956684, cost: 3.351950383922997e-08, fitness inc: 3.351950383922997e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.3000000000569, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 4.603781712519961e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.0547050840975, cost: 1.751239901615076e-05, fitness inc: 1.751239901615076e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.25938769272141, cost: 0.00010791701716028612, fitness inc: 0.00010791701716028612 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.011231448053936, cost: 1.8396204481962997e-07, fitness inc: 1.8396204481962997e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.30000000005668, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.30000000000175, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 0.00012621817809743696 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.20590900006103, cost: 1.758752959934995e-07, fitness inc: 1.758752959934995e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.122902082102435, cost: 2.7177747469631086e-05, fitness inc: 2.7177747469631086e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.005875283748883, cost: 5.0340146162675126e-08, fitness inc: 5.0340146162675126e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.70000000005678, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.60000000000184, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 2.7557029570246527e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.76902562922304, cost: 6.285640674619231e-06, fitness inc: 6.285640674619231e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.89288625958169, cost: 8.849968768931404e-08, fitness inc: 8.849968768931404e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9936102236415563, cost: 5.9542640817866754e-08, fitness inc: 5.9542640817866754e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 6.612882992640401e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.3572894874908, cost: 1.7135008387736406e-06, fitness inc: 1.7135008387736406e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.94897456778867, cost: 6.9463639924549625e-06, fitness inc: 6.9463639924549625e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.020908725371316, cost: 6.37546171966541e-07, fitness inc: 6.37546171966541e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.70000000005655, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.70000000000158, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Fitness: 1.1096876584737458e-05 >>>>> Evaluating: >>>>> [65.16064691626865, 250.10064115776666, -8.628197422554768] >>>>> [62.62741442772734, 250.19109367474545, -10.27740064063778] >>>>> [64.26389964886337, 250.72189830987486, -9.993750944039139] >>>>> [65.03763329796975, 250.44034215209714, -10.812964479808127] >>>>> [64.56900193629644, 249.5199619373043, -9.596384804886624] >>>>> [64.55498826064131, 250.2314145976267, -9.662710901797558] >>>>> [64.4655513307629, 250.69871739832573, -8.478506037121283] >>>>> [65.06666095373946, 250.80032446368173, -9.870893024714608] >>>>> [65.24454384539872, 250.34947330678108, -11.3907430884671] >>>>> [65.15303631976678, 250.22607651439125, -9.932286607600572] >> Running individual: {'amp': 65.16064691626865, 'period': 250.10064115776666, 'offset': -8.628197422554768} >> Running individual: {'amp': 62.62741442772734, 'period': 250.19109367474545, 'offset': -10.27740064063778} >> Running individual: {'amp': 64.26389964886337, 'period': 250.72189830987486, 'offset': -9.993750944039139} >> Running individual: {'amp': 65.03763329796975, 'period': 250.44034215209714, 'offset': -10.812964479808127} >> Running individual: {'amp': 64.56900193629644, 'period': 249.5199619373043, 'offset': -9.596384804886624} >> Running individual: {'amp': 64.55498826064131, 'period': 250.2314145976267, 'offset': -9.662710901797558} >> Running individual: {'amp': 64.4655513307629, 'period': 250.69871739832573, 'offset': -8.478506037121283} >> Running individual: {'amp': 65.06666095373946, 'period': 250.80032446368173, 'offset': -9.870893024714608} >> Running individual: {'amp': 65.24454384539872, 'period': 250.34947330678108, 'offset': -11.3907430884671} >> Running individual: {'amp': 65.15303631976678, 'period': 250.22607651439125, 'offset': -9.932286607600572} Target average_minimum (weight 1.0): target val: -75.0, actual: -73.78883260906268, cost: 6.084991205024259e-06, fitness inc: 6.084991205024259e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.53243545180524, cost: 1.8113731278135425e-05, fitness inc: 1.8113731278135425e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.420991949847462e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.9047906345915, cost: 1.8209633436905293e-05, fitness inc: 1.8209633436905293e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.34998843948838, cost: 5.4165582620391284e-05, fitness inc: 5.4165582620391284e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9968025579530213, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.20000000000198, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 7.24199921916524e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.25762853233586, cost: 2.286103083060098e-06, fitness inc: 2.286103083060098e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.27013302736917, cost: 4.109008552966031e-06, fitness inc: 4.109008552966031e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 7.181824672297665e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.85058481713519, cost: 3.0011534927210093e-06, fitness inc: 3.0011534927210093e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.224650333660115, cost: 4.637080134539673e-06, fitness inc: 4.637080134539673e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.993078663649058, cost: 6.986130296482429e-08, fitness inc: 6.986130296482429e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.50000000000207, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 7.920894914525967e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.1653621262901, cost: 2.8896761901098245e-06, fitness inc: 2.8896761901098245e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.972604914796, cost: 5.788908907788937e-09, fitness inc: 5.788908907788937e-09 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.0080160320635105, cost: 9.370778097927968e-08, fitness inc: 9.370778097927968e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.50000000005673, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.50000000000182, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Fitness: 3.235572859083824e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.21768526965646, cost: 2.5387279910527027e-06, fitness inc: 2.5387279910527027e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.89225388490547, cost: 8.954773544900263e-08, fitness inc: 8.954773544900263e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996270147861379, cost: 2.0288036806093146e-08, fitness inc: 2.0288036806093146e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.3000000000569, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 2.7568304249436792e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.94404686175339, cost: 1.7533679614545328e-05, fitness inc: 1.7533679614545328e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.987030223613694, cost: 7.514654974394297e-06, fitness inc: 7.514654974394297e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 2.583504762521116e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.93755397043772, cost: 1.6175730976897285e-08, fitness inc: 1.6175730976897285e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.19576791975456, cost: 2.9562035208652304e-07, fitness inc: 2.9562035208652304e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987240829345477, cost: 2.3741141252919817e-07, fitness inc: 2.3741141252919817e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000000217, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 1.2660073244186165e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.63526578897574, cost: 1.1092415863056537e-05, fitness inc: 1.1092415863056537e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.85378542288308, cost: 1.0133952395685597e-05, fitness inc: 1.0133952395685597e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9946737683083056, cost: 4.13710833369052e-08, fitness inc: 4.13710833369052e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 2.1420806000538306e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.08531322458764, cost: 3.0191657840461517e-08, fitness inc: 3.0191657840461517e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.22073186206061, cost: 3.758212190341226e-07, fitness inc: 3.758212190341226e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 5.10522341068409e-07 >>>>> Evaluating: >>>>> [64.87977734558719, 249.44173410296344, -11.321712630238459] >>>>> [64.84981766095649, 250.92933259897168, -10.476600561300685] >>>>> [64.97973008378258, 249.80791741862592, -9.82820200155217] >>>>> [64.7405870423147, 250.69182289603046, -9.847133691190654] >>>>> [64.97964988370336, 249.0865555671338, -9.882591947337577] >>>>> [65.64249607950065, 251.61873612498312, -10.036106141574432] >>>>> [63.876221142991305, 250.1481921626505, -9.882028190868608] >>>>> [65.18355249443256, 251.3472369011494, -9.627816895593341] >>>>> [65.05679515301661, 250.4354198352033, -9.057959972991885] >>>>> [66.2624867948555, 250.30107691353754, -9.78004687700273] >> Running individual: {'amp': 64.87977734558719, 'period': 249.44173410296344, 'offset': -11.321712630238459} >> Running individual: {'amp': 64.84981766095649, 'period': 250.92933259897168, 'offset': -10.476600561300685} >> Running individual: {'amp': 64.97973008378258, 'period': 249.80791741862592, 'offset': -9.82820200155217} >> Running individual: {'amp': 64.7405870423147, 'period': 250.69182289603046, 'offset': -9.847133691190654} >> Running individual: {'amp': 64.97964988370336, 'period': 249.0865555671338, 'offset': -9.882591947337577} >> Running individual: {'amp': 65.64249607950065, 'period': 251.61873612498312, 'offset': -10.036106141574432} >> Running individual: {'amp': 63.876221142991305, 'period': 250.1481921626505, 'offset': -9.882028190868608} >> Running individual: {'amp': 65.18355249443256, 'period': 251.3472369011494, 'offset': -9.627816895593341} >> Running individual: {'amp': 65.05679515301661, 'period': 250.4354198352033, 'offset': -9.057959972991885} >> Running individual: {'amp': 66.2624867948555, 'period': 250.30107691353754, 'offset': -9.78004687700273} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.20147542045247, cost: 5.987995137179958e-06, fitness inc: 5.987995137179958e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.55804565637168, cost: 1.6037898488252544e-05, fitness inc: 1.6037898488252544e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.009087264465506, cost: 1.204267831012018e-07, fitness inc: 1.204267831012018e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.50000000005673, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.4000000000018, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 2.2433787044917608e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.32640014216025, cost: 4.419312830128419e-07, fitness inc: 4.419312830128419e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.37320180482614, cost: 3.030439127638118e-06, fitness inc: 3.030439127638118e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9851222104138375, cost: 3.227999708643736e-07, fitness inc: 3.227999708643736e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 4.709836760263819e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.80790437416586, cost: 1.5306966927308707e-07, fitness inc: 1.5306966927308707e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.15149961947484, cost: 1.770412281221212e-07, fitness inc: 1.770412281221212e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.003202562049023, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.8000000000568, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.8000000000019, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 3.749348186365964e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.58771750333933, cost: 7.05088687658062e-07, fitness inc: 7.05088687658062e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.89342183171637, cost: 8.761689784808624e-08, fitness inc: 8.761689784808624e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9893617021270438, cost: 1.6504448774323777e-07, fitness inc: 1.6504448774323777e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.60000000005698, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 1.514016631398718e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.86223929507982, cost: 7.872359830685127e-08, fitness inc: 7.872359830685127e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.09702933165844, cost: 7.26202022960365e-08, fitness inc: 7.26202022960365e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.014989293361268, cost: 3.2765664437217623e-07, fitness inc: 3.2765664437217623e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.10000000005664, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.00000000005656, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 1.3936668237235494e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.67857750917567, cost: 1.9100834933727384e-06, fitness inc: 1.9100834933727384e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.606370101445265, cost: 2.836127382832565e-06, fitness inc: 2.836127382832565e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9740362961975575, cost: 9.830818264999763e-07, fitness inc: 9.830818264999763e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.70000000005723, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 8.71968971194459e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.75823701278597, cost: 6.39630114041001e-06, fitness inc: 6.39630114041001e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.99417760898601, cost: 7.803521226645849e-06, fitness inc: 7.803521226645849e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.1000000000568, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 1.4228845590325001e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.8113563210962, cost: 1.4761779332239655e-07, fitness inc: 1.4761779332239655e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.555720071988475, cost: 2.3821139826241122e-06, fitness inc: 2.3821139826241122e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9782522211902083, cost: 6.897414371875854e-07, fitness inc: 6.897414371875854e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.30000000005708, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Fitness: 5.119738657244355e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.11474040021251, cost: 3.2508290842558907e-06, fitness inc: 3.2508290842558907e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.99882146450961, cost: 7.695268854912563e-06, fitness inc: 7.695268854912563e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.993078663649058, cost: 6.986130296482429e-08, fitness inc: 6.986130296482429e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.5000000000569, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.1228759226433738e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.04251856606794, cost: 4.508373585121461e-06, fitness inc: 4.508373585121461e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.48242873245077, cost: 1.6950858258701906e-05, fitness inc: 1.6950858258701906e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9952057530956684, cost: 3.351950383922997e-08, fitness inc: 3.351950383922997e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.3000000000569, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 2.161968467506714e-05 >>>>> Evaluating: >>>>> [65.07002626823929, 250.43202302669278, -8.980347656441086] >>>>> [65.14909989552251, 250.21054269055864, -7.059678535813125] >>>>> [63.89311704338137, 251.0638602467892, -9.948669836681596] >>>>> [65.08713957125326, 249.86495975965335, -10.003408025271458] >>>>> [64.64276065177245, 250.9488261468733, -9.931675898297394] >>>>> [65.00919954127119, 250.7021487036372, -10.42016207689765] >>>>> [64.86535167230237, 250.77893998581578, -11.01796309555373] >>>>> [64.88612594589866, 250.14851985965362, -10.136108292610189] >>>>> [65.13801323558073, 251.84126478950927, -9.911324028336127] >>>>> [65.13801323558073, 250.21784173947586, -9.911324028336127] >> Running individual: {'amp': 65.07002626823929, 'period': 250.43202302669278, 'offset': -8.980347656441086} >> Running individual: {'amp': 65.14909989552251, 'period': 250.21054269055864, 'offset': -7.059678535813125} >> Running individual: {'amp': 63.89311704338137, 'period': 251.0638602467892, 'offset': -9.948669836681596} >> Running individual: {'amp': 65.08713957125326, 'period': 249.86495975965335, 'offset': -10.003408025271458} >> Running individual: {'amp': 64.64276065177245, 'period': 250.9488261468733, 'offset': -9.931675898297394} >> Running individual: {'amp': 65.00919954127119, 'period': 250.7021487036372, 'offset': -10.42016207689765} >> Running individual: {'amp': 64.86535167230237, 'period': 250.77893998581578, 'offset': -11.01796309555373} >> Running individual: {'amp': 64.88612594589866, 'period': 250.14851985965362, 'offset': -10.136108292610189} >> Running individual: {'amp': 65.13801323558073, 'period': 251.84126478950927, 'offset': -9.911324028336127} >> Running individual: {'amp': 65.13801323558073, 'period': 250.21784173947586, 'offset': -9.911324028336127} Target average_minimum (weight 1.0): target val: -75.0, actual: -74.05035582189498, cost: 3.7408858309939674e-06, fitness inc: 3.7408858309939674e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.089665995570215, cost: 9.15870826423415e-06, fitness inc: 9.15870826423415e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.993078663649058, cost: 6.986130296482429e-08, fitness inc: 6.986130296482429e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.5000000000569, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.3182255382493402e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.20875646205981, cost: 3.2317345728283264e-05, fitness inc: 3.2317345728283264e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 58.08939805861054, cost: 7.361514520676238e-05, fitness inc: 7.361514520676238e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 0.00010603700039923947 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.84177271908443, cost: 5.564670094937441e-06, fitness inc: 5.564670094937441e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.94442774760914, cost: 8.594559146812841e-06, fitness inc: 8.594559146812841e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.983005841741286, cost: 4.211685527000242e-07, fitness inc: 4.211685527000242e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.1000000000571, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 1.594306382890487e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.09053291015766, cost: 3.3999083104419014e-08, fitness inc: 3.3999083104419014e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.083712821441274, cost: 5.405493408439099e-08, fitness inc: 5.405493408439099e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.002134471717634, cost: 6.644122141352682e-09, fitness inc: 6.644122141352682e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.90000000005682, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.8000000000019, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 1.1336480576495944e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.57442449074092, cost: 7.512892716832198e-07, fitness inc: 7.512892716832198e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.71106924945402, cost: 6.439299987670566e-07, fitness inc: 6.439299987670566e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9845929074240094, cost: 3.461768617318839e-07, fitness inc: 3.461768617318839e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 2.6560625109306457e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.4293446675229, cost: 7.646559513352358e-07, fitness inc: 7.646559513352358e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.58902813594304, cost: 1.3027918137620276e-06, fitness inc: 1.3027918137620276e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 2.854160801368799e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.8832918371776, cost: 3.2363932516155103e-06, fitness inc: 3.2363932516155103e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.847368412080954, cost: 1.0247737453616956e-05, fitness inc: 1.0247737453616956e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.4363027832642317e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.0222219027274, cost: 2.0484092200234727e-09, fitness inc: 2.0484092200234727e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.75000203695532, cost: 4.820855755705011e-07, fitness inc: 4.820855755705011e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.1000000000568, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 5.131572080596669e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.04932246330073, cost: 1.0091222191199734e-08, fitness inc: 1.0091222191199734e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.226670629704444, cost: 3.9631611914447973e-07, fitness inc: 3.9631611914447973e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9708802117796638, cost: 1.2366098169902529e-06, fitness inc: 1.2366098169902529e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.90000000005728, cost: 1.347731516943007e-06, fitness inc: 1.347731516943007e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.80000000000246, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Fitness: 5.693678315488171e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.04932566502201, cost: 1.0092532476413396e-08, fitness inc: 1.0092532476413396e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.226673794893145, cost: 3.963271874019014e-07, fitness inc: 3.963271874019014e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 5.109291840721397e-07 >>>>> Evaluating: >>>>> [65.04013150227944, 249.94702220426484, -8.920681662274502] >>>>> [64.0954735982291, 251.6365923166513, -9.815912568341883] >>>>> [64.97817981482932, 252.31095725119448, -10.020667749008714] >>>>> [65.34574874392167, 252.69701586822814, -8.900267891007596] >>>>> [65.1558391482136, 250.07286717417034, -9.380917851885908] >>>>> [65.15370635855614, 250.40969022908354, -10.582577922058658] >>>>> [65.22355518158001, 250.1056118183978, -9.98124224824308] >>>>> [65.19277958773318, 249.93186412010212, -9.981619573475848] >>>>> [64.67229965743284, 250.09002491136064, -10.475999858514882] >>>>> [64.8977010607368, 249.81064217482378, -9.889016276364258] >> Running individual: {'amp': 65.04013150227944, 'period': 249.94702220426484, 'offset': -8.920681662274502} >> Running individual: {'amp': 64.0954735982291, 'period': 251.6365923166513, 'offset': -9.815912568341883} >> Running individual: {'amp': 64.97817981482932, 'period': 252.31095725119448, 'offset': -10.020667749008714} >> Running individual: {'amp': 65.34574874392167, 'period': 252.69701586822814, 'offset': -8.900267891007596} >> Running individual: {'amp': 65.1558391482136, 'period': 250.07286717417034, 'offset': -9.380917851885908} >> Running individual: {'amp': 65.15370635855614, 'period': 250.40969022908354, 'offset': -10.582577922058658} >> Running individual: {'amp': 65.22355518158001, 'period': 250.1056118183978, 'offset': -9.98124224824308} >> Running individual: {'amp': 65.19277958773318, 'period': 249.93186412010212, 'offset': -9.981619573475848} >> Running individual: {'amp': 64.67229965743284, 'period': 250.09002491136064, 'offset': -10.475999858514882} >> Running individual: {'amp': 64.8977010607368, 'period': 249.81064217482378, 'offset': -9.889016276364258} Target average_minimum (weight 1.0): target val: -75.0, actual: -73.96078768684161, cost: 4.479823263126015e-06, fitness inc: 4.479823263126015e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.11943720645253, cost: 9.665997602770204e-06, fitness inc: 9.665997602770204e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001066951186367, cost: 1.6601444663422171e-09, fitness inc: 1.6601444663422171e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.0000000000568, cost: 0.0, fitness inc: 0.0 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 1.4151214343782748e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.91137253343716, cost: 4.915986693165841e-06, fitness inc: 4.915986693165841e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.27954681285536, cost: 4.003696988608141e-06, fitness inc: 4.003696988608141e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9740362961975575, cost: 9.830818264999763e-07, fitness inc: 9.830818264999763e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.70000000005717, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 1.2893162517513268e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.99881352784912, cost: 5.839329020318473e-12, fitness inc: 5.839329020318473e-12 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.95750835854451, cost: 1.3927026865090397e-08, fitness inc: 1.3927026865090397e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.963535473641875, cost: 1.939086193614159e-06, fitness inc: 1.939086193614159e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.30000000005737, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.3000000000026, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Fitness: 8.053273301666941e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.24600861365639, cost: 2.3582291498458474e-06, fitness inc: 2.3582291498458474e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.44546217791575, cost: 1.6116022753975834e-05, fitness inc: 1.6116022753975834e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9572615749894933, cost: 2.663745155673247e-06, fitness inc: 2.663745155673247e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.70000000005746, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.70000000000272, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Fitness: 2.9508107011744222e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.5367377095189, cost: 8.902413695111022e-07, fitness inc: 8.902413695111022e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.774905530142554, cost: 4.631769251361995e-06, fitness inc: 4.631769251361995e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.99893361770133, cost: 1.6583747708409646e-09, fitness inc: 1.6583747708409646e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.1000000000568, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.00000000005684, cost: 0.0, fitness inc: 0.0 Fitness: 5.527402329064124e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.73627709859709, cost: 2.2487225056488924e-06, fitness inc: 2.2487225056488924e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.57112013103574, cost: 1.4188030492690018e-06, fitness inc: 1.4188030492690018e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9936102236415563, cost: 5.9542640817866754e-08, fitness inc: 5.9542640817866754e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 3.9062681852497505e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.20479225537345, cost: 1.7397275497987863e-07, fitness inc: 1.7397275497987863e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.24228716786813, cost: 4.528058578090466e-07, fitness inc: 4.528058578090466e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 6.379756281038595e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.1743791059702, cost: 1.261371741501094e-07, fitness inc: 1.261371741501094e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.211143790094866, cost: 3.438807639755126e-07, fitness inc: 3.438807639755126e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001066951186367, cost: 1.6601444663422171e-09, fitness inc: 1.6601444663422171e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.00000000005684, cost: 0.0, fitness inc: 0.0 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 4.754114160121503e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.14826467955037, cost: 9.118630661664184e-08, fitness inc: 9.118630661664184e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.19629609881056, cost: 4.982432173061824e-06, fitness inc: 4.982432173061824e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 5.0848154949934e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.78669557852295, cost: 1.8873562879218042e-07, fitness inc: 1.8873562879218042e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.00866166962294, cost: 5.787015311398136e-10, fitness inc: 5.787015311398136e-10 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.003202562049023, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.8000000000568, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.8000000000019, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 2.3413825156470836e-07 [65.08713957125326, 249.86495975965335, -10.003408025271458] : 1.1336480576495944e-07 Fittest individual: [65.08713957125326, 249.86495975965335, -10.003408025271458] : 1.1336480576495944e-07 >> Running individual: {'amp': 65.08713957125326, 'period': 249.86495975965335, 'offset': -10.003408025271458} Surrogate analysis { 'average_maximum': 55.0, 'average_minimum': -75.0, 'first_spike_time': 62.50000000000062, 'interspike_time_covar': 1.0348714532315371e-13, 'max_interspike_time': 250.00000000005684, 'max_peak_no': 4, 'mean_spike_frequency': 3.9999999999993836, 'min_interspike_time': 250.00000000000193, 'min_peak_no': 3, 'peak_decay_exponent': -2.4181978421476658e-17, 'peak_linear_gradient': 5.991144146206218e-17, 'spike_broadening': 1.0000000000000002, 'spike_frequency_adaptation': -1.756045764283306e-06, 'spike_width_adaptation': -6.821016401694898e-08, 'trough_decay_exponent': 9.796918426898092e-18, 'trough_phase_adaptation': 6.361476759639725e-08} Fittest analysis { 'average_maximum': 55.083712821441274, 'average_minimum': -75.09053291015766, 'first_spike_time': 62.50000000000062, 'interspike_time_covar': 0.0001886624283817172, 'max_interspike_time': 249.90000000005682, 'max_peak_no': 4, 'mean_spike_frequency': 4.002134471717634, 'min_interspike_time': 249.8000000000019, 'min_peak_no': 3, 'peak_decay_exponent': 4.633131559377454e-08, 'peak_linear_gradient': -1.296723848580774e-09, 'spike_broadening': 1.0000000091600745, 'spike_frequency_adaptation': -0.028588677210564982, 'spike_width_adaptation': -0.003490772125352678, 'trough_decay_exponent': 3.371525679799555e-08, 'trough_phase_adaptation': -0.024425797142149992} >> Running individual: {'amp': 65, 'period': 250, 'offset': -10} Target data: {'value_200': -71.81867355918855, 'value_400': -48.07375757711509, 'value_812': 54.992609780270925} Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [61.474270095615104, 264.64006744199463, -3.2593248242520154] >>>>> [90.93120602657253, 155.01134368378973, -4.460382175451777] >>>>> [97.0357283807063, 219.86427391992262, -4.170753972384876] >>>>> [68.59716954267535, 176.04142287767888, 12.993970850921261] >>>>> [62.0384166926916, 180.32381859088775, -7.307726635527857] >>>>> [78.19460193140682, 261.7940528760929, 6.168477927306565] >>>>> [81.6886503498759, 200.74455310321636, -9.89679293260307] >>>>> [71.70516608330158, 239.51400347362866, -2.162762540866229] >>>>> [64.04181370683285, 267.5241444054051, -6.008628262177226] >>>>> [79.99071413461904, 224.4930618618813, -12.841510637554784] >>>>> [75.52244685390956, 169.78208698394445, 18.45181933101908] >>>>> [82.68840224378499, 229.02909205186745, 12.385011121520776] >>>>> [81.86354850791447, 181.74324531440493, -2.942559480938275] >>>>> [93.38837680438405, 232.4873221764226, 18.427619531483025] >>>>> [80.55590910834619, 177.35520410631042, -0.20473825975724225] >>>>> [98.15481114114799, 278.60094935231064, -14.125866265444259] >>>>> [95.88902735018986, 176.20099002099542, -19.680148231101434] >>>>> [68.99287568357023, 177.65085882334088, 19.20779862355836] >>>>> [98.71300831723843, 272.3780616906538, -14.302026700350673] >>>>> [71.22867402602432, 277.3274745998556, 17.405331527487938] >> Running individual: {'amp': 61.474270095615104, 'period': 264.64006744199463, 'offset': -3.2593248242520154} >> Running individual: {'amp': 90.93120602657253, 'period': 155.01134368378973, 'offset': -4.460382175451777} >> Running individual: {'amp': 97.0357283807063, 'period': 219.86427391992262, 'offset': -4.170753972384876} >> Running individual: {'amp': 68.59716954267535, 'period': 176.04142287767888, 'offset': 12.993970850921261} >> Running individual: {'amp': 62.0384166926916, 'period': 180.32381859088775, 'offset': -7.307726635527857} >> Running individual: {'amp': 78.19460193140682, 'period': 261.7940528760929, 'offset': 6.168477927306565} >> Running individual: {'amp': 81.6886503498759, 'period': 200.74455310321636, 'offset': -9.89679293260307} >> Running individual: {'amp': 71.70516608330158, 'period': 239.51400347362866, 'offset': -2.162762540866229} >> Running individual: {'amp': 64.04181370683285, 'period': 267.5241444054051, 'offset': -6.008628262177226} >> Running individual: {'amp': 79.99071413461904, 'period': 224.4930618618813, 'offset': -12.841510637554784} >> Running individual: {'amp': 75.52244685390956, 'period': 169.78208698394445, 'offset': 18.45181933101908} >> Running individual: {'amp': 82.68840224378499, 'period': 229.02909205186745, 'offset': 12.385011121520776} >> Running individual: {'amp': 81.86354850791447, 'period': 181.74324531440493, 'offset': -2.942559480938275} >> Running individual: {'amp': 93.38837680438405, 'period': 232.4873221764226, 'offset': 18.427619531483025} >> Running individual: {'amp': 80.55590910834619, 'period': 177.35520410631042, 'offset': -0.20473825975724225} >> Running individual: {'amp': 98.15481114114799, 'period': 278.60094935231064, 'offset': -14.125866265444259} >> Running individual: {'amp': 95.88902735018986, 'period': 176.20099002099542, 'offset': -19.680148231101434} >> Running individual: {'amp': 68.99287568357023, 'period': 177.65085882334088, 'offset': 19.20779862355836} >> Running individual: {'amp': 98.71300831723843, 'period': 272.3780616906538, 'offset': -14.302026700350673} >> Running individual: {'amp': 71.22867402602432, 'period': 277.3274745998556, 'offset': 17.405331527487938} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.69357068262752, fitness increment: 0.00022960671021410306 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -7.546757641673899, fitness increment: 0.016311989625244938 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 22.193219083771375, fitness increment: 0.008232082830400222 Fitness: 0.024773679165859264 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 83.5815446782319, fitness increment: 0.09848666463557132 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -48.17226622666074, fitness increment: 9.797366073982516e-08 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 86.19857695164359, fitness increment: 0.007457487540357577 Fitness: 0.10594425014958964 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.34406179153635, fitness increment: 0.001082109827471367 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -92.26770201514238, fitness increment: 0.01933773664424765 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -94.99230529250464, fitness increment: 0.14789584423920477 Fitness: 0.16831569071092378 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 64.7607088169433, fitness increment: 0.07781946914080573 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 80.95893563354196, fitness increment: 0.14390677238758143 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -31.386557254175752, fitness increment: 0.05443491812115764 Fitness: 0.2761611596495448 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 31.970880499080316, fitness increment: 0.04646704193253748 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 53.455666263691484, fitness increment: 0.09426405024307716 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -8.26490723014011, fitness increment: 0.029949310939535345 Fitness: 0.17068040311514998 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -71.72554749454886, fitness increment: 3.923236691072418e-08 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -7.2931682489858805, fitness increment: 0.016513384608082382 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.6424337603749, fitness increment: 4.261381324810465e-05 Fitness: 0.016556037653697397 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -11.800298655486657, fitness increment: 0.016034316149034278 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -13.95815457527809, fitness increment: 0.011614304350678895 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 12.619177406369438, fitness increment: 0.013664075868374037 Fitness: 0.04131269636808721 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.8768513522252, fitness increment: 0.00028524526785178583 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -64.91821445806741, fitness increment: 0.0028564875800329848 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 43.61983824444769, fitness increment: 0.0009969366772748511 Fitness: 0.004138669525159622 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -70.04313684867155, fitness increment: 1.4261169588469791e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -3.9239699631786533, fitness increment: 0.019299858392986313 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 7.9091371009235765, fitness increment: 0.016816654888105687 Fitness: 0.03613077445068047 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.48167159007813, fitness increment: 0.00031432961519262115 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -91.28571856170578, fitness increment: 0.018503645043953743 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -66.33816526132784, fitness increment: 0.10199709645442101 Fitness: 0.12081507111356737 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 86.37307443684202, fitness increment: 0.10169371521441795 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 78.0178597235863, fitness increment: 0.13831838358195936 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -55.54808172508088, fitness increment: 0.0861558215486814 Fitness: 0.3261679203450587 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -46.723329547938484, fitness increment: 0.002840879406531327 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -70.27813685353874, fitness increment: 0.00495314965936533 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -10.66660381688662, fitness increment: 0.03219205213868259 Fitness: 0.03998608120457925 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 45.36416789697887, fitness increment: 0.05848662601504773 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 74.9708308647883, fitness increment: 0.13258982444575085 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 13.763482764018903, fitness increment: 0.012945461941773484 Fitness: 0.20402191240257206 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -53.43128351137691, fitness increment: 0.0015271386491427785 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -73.31688915049574, fitness increment: 0.006392371786506534 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 22.983047978413516, fitness increment: 0.007843461711397937 Fitness: 0.01576297214704725 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 57.70810924808565, fitness increment: 0.07054248073746305 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 80.31458173215944, fitness increment: 0.14267765222349293 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -38.041809604710515, fitness increment: 0.0626008166030746 Fitness: 0.2758209495640306 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -110.287637085257, fitness increment: 0.006650055473080507 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 24.637319969904745, fitness increment: 0.050673113518422075 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -64.51265497390605, fitness increment: 0.09925328468713734 Fitness: 0.15657645367863993 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 52.27412141892527, fitness increment: 0.06512513578106438 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 75.48509001248453, fitness increment: 0.1335521206040039 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -79.7778847034298, fitness increment: 0.12291365117112496 Fitness: 0.32159090755619324 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 68.23887177650926, fitness increment: 0.0815063086357265 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 88.19918836351181, fitness increment: 0.1578882047532948 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -10.246462807835226, fitness increment: 0.031794445237935065 Fitness: 0.27118895862695636 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -112.53351604070951, fitness increment: 0.007443254843651603 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 5.302591384344524, fitness increment: 0.027960334471269888 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -26.191851714295872, fitness increment: 0.048391837334265775 Fitness: 0.08379542664918727 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -52.657838894507385, fitness increment: 0.0016580979114326766 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 42.80145282068403, fitness increment: 0.07696113982152997 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -13.896430176352272, fitness increment: 0.03532242975228661 Fitness: 0.11394166748524925 >>>>> Evaluating: >>>>> [78.69457151969328, 265.99763652200045, -11.492105832780375] >>>>> [60, 275.3589153334855, -7.831865524422447] >>>>> [81.70499097454167, 199.93564914258485, -10.19133772334086] >>>>> [71.18077274795847, 219.33466576203057, -7.605956480826892] >>>>> [88.1300424704568, 159.27255485311198, -5.865898504128034] >>>>> [67.46367425081336, 266.61099953045886, -5.99608439380794] >>>>> [86.55340267876088, 230.93562149379122, 16.084868483997653] >>>>> [84.72803272777814, 229.20915815129027, 13.554700411462655] >>>>> [61.20743522141793, 260.6546786103334, 5.505982305533646] >>>>> [79.63883478616088, 262.2518918789598, 1.4139633387087578] >> Running individual: {'amp': 78.69457151969328, 'period': 265.99763652200045, 'offset': -11.492105832780375} >> Running individual: {'amp': 60, 'period': 275.3589153334855, 'offset': -7.831865524422447} >> Running individual: {'amp': 81.70499097454167, 'period': 199.93564914258485, 'offset': -10.19133772334086} >> Running individual: {'amp': 71.18077274795847, 'period': 219.33466576203057, 'offset': -7.605956480826892} >> Running individual: {'amp': 88.1300424704568, 'period': 159.27255485311198, 'offset': -5.865898504128034} >> Running individual: {'amp': 67.46367425081336, 'period': 266.61099953045886, 'offset': -5.99608439380794} >> Running individual: {'amp': 86.55340267876088, 'period': 230.93562149379122, 'offset': 16.084868483997653} >> Running individual: {'amp': 84.72803272777814, 'period': 229.20915815129027, 'offset': 13.554700411462655} >> Running individual: {'amp': 61.20743522141793, 'period': 260.6546786103334, 'offset': 5.505982305533646} >> Running individual: {'amp': 79.63883478616088, 'period': 262.2518918789598, 'offset': 1.4139633387087578} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -90.18114986488939, fitness increment: 0.001523009400061115 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -13.17154309586566, fitness increment: 0.012149484296374635 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 13.896788967065838, fitness increment: 0.012862959168902899 Fitness: 0.02653545286533865 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -67.16923945241493, fitness increment: 9.778218818079498e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 9.88751387753527, fitness increment: 0.03280576384375544 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -26.90436220447347, fitness increment: 0.04920300357378493 Fitness: 0.08210654960572117 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -10.026106446310308, fitness increment: 0.016979968084801622 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -10.117641369033466, fitness increment: 0.014336816199352564 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 20.27088299685775, fitness increment: 0.00921615293216782 Fitness: 0.04053293721632201 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -45.04591216807588, fitness increment: 0.003232082306999784 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -71.38172192107362, fitness increment: 0.005454987765202479 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -75.52719005722638, fitness increment: 0.1161689767981191 Fitness: 0.12485604687032137 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 82.20744883245492, fitness increment: 0.09692072735527235 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -11.836364076165715, fitness increment: 0.013084422376699156 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 44.832522940902074, fitness increment: 0.0007958243157732969 Fitness: 0.1108009740477448 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -73.45972598855596, fitness increment: 1.2182646642266981e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -5.969852044314908, fitness increment: 0.01758333033737558 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 12.931776286114872, fitness increment: 0.013465918047338321 Fitness: 0.031061431031356168 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -48.463578939137136, fitness increment: 0.0024614723764908586 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -69.89397194139217, fitness increment: 0.004784053184259784 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 7.561415639116756, fitness increment: 0.017061707646893187 Fitness: 0.02430723320764383 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -47.266462582813105, fitness increment: 0.0027195718452845963 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -71.12626288141794, fitness increment: 0.005336702598620735 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -8.638166171727182, fitness increment: 0.030293054708217304 Fitness: 0.038349329152122635 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.340264325656136, fitness increment: 0.0012268725311703754 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -7.55076388821025, fitness increment: 0.016308817374849793 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 45.93964613457646, fitness increment: 0.000631938976943025 Fitness: 0.018167628882963194 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -77.97441671223072, fitness increment: 0.00017139121856601935 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -10.97996192388816, fitness increment: 0.013701607506932723 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 46.54053009394238, fitness increment: 0.0005508787003449811 Fitness: 0.014423877425843723 >>>>> Evaluating: >>>>> [79.26793571896143, 218.1881166230861, -2.773580539986755] >>>>> [81.38670576177942, 265.7702136620071, -7.645062877770552] >>>>> [91.60485629478212, 242.20695364011624, 18.125249460761125] >>>>> [84.44849980507131, 234.09817001592614, 0.2911820514214164] >>>>> [88.869662239076, 153.4147000805162, -5.85883455217828] >>>>> [84.89210937840595, 175.05288729477115, -7.465287770827202] >>>>> [65.3924232268113, 204.42682622643707, 0.19426929249927571] >>>>> [90.44028598409733, 180.30765031333735, -4.837781173981064] >>>>> [71.70516608330158, 239.33617717101927, -2.162762540866229] >>>>> [72.78280785847461, 239.51400347362866, -1.7350386588635733] >> Running individual: {'amp': 79.26793571896143, 'period': 218.1881166230861, 'offset': -2.773580539986755} >> Running individual: {'amp': 81.38670576177942, 'period': 265.7702136620071, 'offset': -7.645062877770552} >> Running individual: {'amp': 91.60485629478212, 'period': 242.20695364011624, 'offset': 18.125249460761125} >> Running individual: {'amp': 84.44849980507131, 'period': 234.09817001592614, 'offset': 0.2911820514214164} >> Running individual: {'amp': 88.869662239076, 'period': 153.4147000805162, 'offset': -5.85883455217828} >> Running individual: {'amp': 84.89210937840595, 'period': 175.05288729477115, 'offset': -7.465287770827202} >> Running individual: {'amp': 65.3924232268113, 'period': 204.42682622643707, 'offset': 0.19426929249927571} >> Running individual: {'amp': 90.44028598409733, 'period': 180.30765031333735, 'offset': -4.837781173981064} >> Running individual: {'amp': 71.70516608330158, 'period': 239.33617717101927, 'offset': -2.162762540866229} >> Running individual: {'amp': 72.78280785847461, 'period': 239.51400347362866, 'offset': -1.7350386588635733} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -42.41896142087534, fitness increment: 0.003894873502647944 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -71.54858578227177, fitness increment: 0.005532939166103978 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -80.7383436182633, fitness increment: 0.12445300453132391 Fitness: 0.13388081720007583 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -89.02148755247377, fitness increment: 0.0013369648453124272 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -10.03960176972197, fitness increment: 0.014394981652835592 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 19.87299988198578, fitness increment: 0.009426580077820046 Fitness: 0.025158526575968065 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.300996273901205, fitness increment: 0.00032809670972200333 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.34407336618008, fitness increment: 0.0006900888767927826 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 91.5209932254505, fitness increment: 0.01019015522310307 Fitness: 0.011208340809617856 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -66.64950201821253, fitness increment: 0.00012086245791198547 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -81.26940803004558, fitness increment: 0.011003172241802694 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 17.050779221805183, fitness increment: 0.010985187671935792 Fitness: 0.022109222371650472 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 78.0081425451062, fitness increment: 0.09218851126581618 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -61.05721866502988, fitness increment: 0.0016990380227308588 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 79.90632462739414, fitness increment: 0.004766177695237794 Fitness: 0.09865372698378483 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 58.79105112059125, fitness increment: 0.07164212812497683 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 75.44556326769778, fitness increment: 0.13347809055085413 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -72.19992363224806, fitness increment: 0.11097049748784238 Fitness: 0.31609071616367335 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -8.675678598366805, fitness increment: 0.017716952837169675 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -17.575181815146824, fitness increment: 0.009303797795332303 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -11.415819766429621, fitness increment: 0.03290659645896021 Fitness: 0.05992734709146219 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 52.466738476066624, fitness increment: 0.06531425225438736 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 83.76648437723608, fitness increment: 0.14929217856214194 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -6.462562578930629, fitness increment: 0.02831461603181351 Fitness: 0.24292104684834281 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.734057535159636, fitness increment: 0.0002955918319319517 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -65.18669510328338, fitness increment: 0.002948000721800459 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 42.74082012949404, fitness increment: 0.00115681656334643 Fitness: 0.004400409117078841 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.37661545822327, fitness increment: 0.0002504836257595233 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -65.43362898993126, fitness increment: 0.003033431903824324 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 44.73561915047296, fitness increment: 0.0008110649949938376 Fitness: 0.004094980524577685 >>>>> Evaluating: >>>>> [88.1607973587985, 182.90417438851358, 16.40669378488395] >>>>> [90.49827274890714, 201.24759188816324, 5.813905014289823] >>>>> [84.7136680106918, 244.53590910326443, 15.327136464556684] >>>>> [63.09250680899623, 249.65860574190654, 5.558162515526889] >>>>> [87.64030284524904, 236.5753565284602, 10.251313429313566] >>>>> [80.02064135567733, 236.65535467983256, 11.532724496697305] >>>>> [64.9988253888842, 257.9271917591769, -1.2127450783578242] >>>>> [61.338053328188465, 245.3483792659329, 5.1149504533511445] >>>>> [78.19460193140682, 261.7940528760929, 3.6812017252977625] >>>>> [78.73902914658647, 261.7940528760929, 5.962207722290739] >> Running individual: {'amp': 88.1607973587985, 'period': 182.90417438851358, 'offset': 16.40669378488395} >> Running individual: {'amp': 90.49827274890714, 'period': 201.24759188816324, 'offset': 5.813905014289823} >> Running individual: {'amp': 84.7136680106918, 'period': 244.53590910326443, 'offset': 15.327136464556684} >> Running individual: {'amp': 63.09250680899623, 'period': 249.65860574190654, 'offset': 5.558162515526889} >> Running individual: {'amp': 87.64030284524904, 'period': 236.5753565284602, 'offset': 10.251313429313566} >> Running individual: {'amp': 80.02064135567733, 'period': 236.65535467983256, 'offset': 11.532724496697305} >> Running individual: {'amp': 64.9988253888842, 'period': 257.9271917591769, 'offset': -1.2127450783578242} >> Running individual: {'amp': 61.338053328188465, 'period': 245.3483792659329, 'offset': 5.1149504533511445} >> Running individual: {'amp': 78.19460193140682, 'period': 261.7940528760929, 'offset': 3.6812017252977625} >> Running individual: {'amp': 78.73902914658647, 'period': 261.7940528760929, 'offset': 5.962207722290739} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 65.25659764787906, fitness increment: 0.0783412345660568 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 97.61954067679133, fitness increment: 0.17648617534543976 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 49.407899503024275, fitness increment: 0.00024058299301432662 Fitness: 0.2550679929045109 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 2.28977287332352, fitness increment: 0.02424260554312052 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -1.510667610638797, fitness increment: 0.021421018489965582 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 25.185734360024593, fitness increment: 0.006808228792476112 Fitness: 0.052471852825562215 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.7986507706961, fitness increment: 0.00045398576553046244 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -48.33798594987405, fitness increment: 7.048865783287894e-07 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 91.9405173060108, fitness increment: 0.010423111038821875 Fitness: 0.010877801690930666 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.310950046402176, fitness increment: 0.0013847124438486347 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -32.097561120311326, fitness increment: 0.0025703348960075534 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 68.64548191789468, fitness increment: 0.0014361242684104436 Fitness: 0.005391171608266632 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.1113019118297, fitness increment: 0.00042610854519187225 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -71.30945999002624, fitness increment: 0.005421398975204994 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 46.62370497208639, fitness increment: 0.000540095745794611 Fitness: 0.006387603266191477 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.6194599972953, fitness increment: 0.001336406016489211 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.83133871672985, fitness increment: 0.0021940024921431878 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 45.27260210440024, fitness increment: 0.0007284250524540736 Fitness: 0.0042588335610864725 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -65.38474984948408, fitness increment: 0.00018722874217547147 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -21.468355003481882, fitness increment: 0.0070959021752278195 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 50.83624120402508, fitness increment: 0.0001332718255708798 Fitness: 0.007416402742974171 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -51.1526785801362, fitness increment: 0.0019283079993717145 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -39.57935847269942, fitness increment: 0.0007279636699282221 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.26232250806135, fitness increment: 0.0004075919258869076 Fitness: 0.0030638635951868443 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -74.21282369655766, fitness increment: 2.5929463308149714e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -9.780444450994683, fitness increment: 0.01458894752403983 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 50.15515755836609, fitness increment: 0.0001805190736254847 Fitness: 0.014795396060973465 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -72.47415216117821, fitness increment: 1.943650700719779e-06 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -7.593164700551586, fitness increment: 0.016275261277598374 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.75973686768023, fitness increment: 3.846621271363926e-05 Fitness: 0.016315671141012733 >>>>> Evaluating: >>>>> [77.26049514676609, 245.3919565440236, 5.948308393599714] >>>>> [72.92301468592564, 237.6221200016607, 9.520312845254859] >>>>> [71.3361414230753, 239.7622577397388, -0.39628077564923897] >>>>> [67.64980312557353, 239.1643616241979, 3.1011698450285623] >>>>> [82.03457382982619, 243.36233678511525, 13.93699917018126] >>>>> [80.82248727588617, 240.80612287933334, 13.108153163962003] >>>>> [74.2970637859032, 263.398322942374, -0.6800281186203001] >>>>> [73.97051082484748, 254.6719016446017, -0.18374334887028798] >>>>> [82.85828236936501, 244.96654356158825, 7.611780081791142] >>>>> [83.97832914248445, 260.02478092053104, 8.326656149647594] >> Running individual: {'amp': 77.26049514676609, 'period': 245.3919565440236, 'offset': 5.948308393599714} >> Running individual: {'amp': 72.92301468592564, 'period': 237.6221200016607, 'offset': 9.520312845254859} >> Running individual: {'amp': 71.3361414230753, 'period': 239.7622577397388, 'offset': -0.39628077564923897} >> Running individual: {'amp': 67.64980312557353, 'period': 239.1643616241979, 'offset': 3.1011698450285623} >> Running individual: {'amp': 82.03457382982619, 'period': 243.36233678511525, 'offset': 13.93699917018126} >> Running individual: {'amp': 80.82248727588617, 'period': 240.80612287933334, 'offset': 13.108153163962003} >> Running individual: {'amp': 74.2970637859032, 'period': 263.398322942374, 'offset': -0.6800281186203001} >> Running individual: {'amp': 73.97051082484748, 'period': 254.6719016446017, 'offset': -0.18374334887028798} >> Running individual: {'amp': 82.85828236936501, 'period': 244.96654356158825, 'offset': 7.611780081791142} >> Running individual: {'amp': 83.97832914248445, 'period': 260.02478092053104, 'offset': 8.326656149647594} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.95350307780522, fitness increment: 0.00021316313228092465 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.251649905343555, fitness increment: 4.7886451933321084e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 78.03342690356055, fitness increment: 0.0040793279892343826 Fitness: 0.004340377573448628 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -51.63662155066662, fitness increment: 0.0018392178372672596 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.021696181972054, fitness increment: 0.00080771046964212 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 45.94102828088381, fitness increment: 0.0006317461530817026 Fitness: 0.003278674459991082 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.989175498672125, fitness increment: 0.00043689283947534463 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.4502239946002, fitness increment: 0.002082378384747896 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 46.350301097298505, fitness increment: 0.0005759403063939628 Fitness: 0.0030952115306172034 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.85669925609965, fitness increment: 0.001299840148628717 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.600030121372924, fitness increment: 0.0007334329651726978 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 44.65263672405552, fitness increment: 0.0008242307863007836 Fitness: 0.0028575039001021985 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.88586817115472, fitness increment: 0.0006437355307892245 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.31947715556333, fitness increment: 5.091544978952367e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 84.23667094415478, fitness increment: 0.006555219280169555 Fitness: 0.007249870260748303 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.58371406042275, fitness increment: 0.0009158336019166047 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.314791629062086, fitness increment: 0.0005290929609841344 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 71.46884416346705, fitness increment: 0.00209013992465934 Fitness: 0.003535066487560079 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -74.8501135745555, fitness increment: 4.157018237471721e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -9.172945961445544, fitness increment: 0.015048486527212024 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 36.092093700005, fitness increment: 0.002748654042466492 Fitness: 0.017838710752053233 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -72.33978847328483, fitness increment: 1.22848115180485e-06 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -31.786337065525213, fitness increment: 0.002671182946056505 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 68.24883242331285, fitness increment: 0.001354001886965217 Fitness: 0.004026413314173527 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -68.1313656596538, fitness increment: 6.150269155547061e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.6615065067233, fitness increment: 0.0003151356470988409 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 83.79317764590951, fitness increment: 0.006359158650944385 Fitness: 0.006735796989598697 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -75.04403015133771, fitness increment: 4.705838967788978e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -11.498419609238844, fitness increment: 0.013326339633575879 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 66.7283401217756, fitness increment: 0.0010615173874694017 Fitness: 0.01443491541072317 >>>>> Evaluating: >>>>> [71.88283427527668, 240.85373585440192, -2.162762540866229] >>>>> [71.70516608330158, 238.86119056672408, -2.162762540866229] >>>>> [77.31095153126802, 248.41540462620418, 7.863214381151157] >>>>> [85.85610877717929, 249.79022585275862, 0.6294016002940455] >>>>> [72.29709882202724, 239.68794557478418, 0.4604760048735992] >>>>> [72.91022927162766, 240.11740301600665, 7.252786869158184] >>>>> [82.88180851018272, 254.19271563876435, 3.2875325586753057] >>>>> [77.8828283156184, 248.33863553413838, 4.213791037258393] >>>>> [72.92301468592564, 237.6221200016607, 9.053941368070301] >>>>> [72.92301468592564, 238.9312572921571, 9.30227642833957] >> Running individual: {'amp': 71.88283427527668, 'period': 240.85373585440192, 'offset': -2.162762540866229} >> Running individual: {'amp': 71.70516608330158, 'period': 238.86119056672408, 'offset': -2.162762540866229} >> Running individual: {'amp': 77.31095153126802, 'period': 248.41540462620418, 'offset': 7.863214381151157} >> Running individual: {'amp': 85.85610877717929, 'period': 249.79022585275862, 'offset': 0.6294016002940455} >> Running individual: {'amp': 72.29709882202724, 'period': 239.68794557478418, 'offset': 0.4604760048735992} >> Running individual: {'amp': 72.91022927162766, 'period': 240.11740301600665, 'offset': 7.252786869158184} >> Running individual: {'amp': 82.88180851018272, 'period': 254.19271563876435, 'offset': 3.2875325586753057} >> Running individual: {'amp': 77.8828283156184, 'period': 248.33863553413838, 'offset': 4.213791037258393} >> Running individual: {'amp': 72.92301468592564, 'period': 237.6221200016607, 'offset': 9.053941368070301} >> Running individual: {'amp': 72.92301468592564, 'period': 238.9312572921571, 'offset': 9.30227642833957} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -65.07142198668583, fitness increment: 0.00020590476624393617 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.93850047755363, fitness increment: 0.002225910372027462 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 49.950539978706814, fitness increment: 0.0001961104127463642 Fitness: 0.0026279255510177624 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.34699978525151, fitness increment: 0.000324563362602337 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -65.88688011862428, fitness increment: 0.003193387848104745 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 40.33170756499564, fitness increment: 0.0016556551365835004 Fitness: 0.0051736063472905824 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.86020148955632, fitness increment: 0.00021899524425406103 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -41.34307486176425, fitness increment: 0.00045717270230960505 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 84.66278474772106, fitness increment: 0.006746344449427344 Fitness: 0.00742251239599101 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -80.91188759960043, fitness increment: 0.0003739163307344695 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.24636304765663, fitness increment: 4.765425540265156e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 86.48532878611128, fitness increment: 0.007594125451375944 Fitness: 0.008015696037513065 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.90277667064467, fitness increment: 0.0004446035214088484 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.54492125607543, fitness increment: 0.002109843766369801 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.4755025766977, fitness increment: 0.0004357930585534575 Fitness: 0.002990240346332107 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.982445016992656, fitness increment: 0.0011332170970665967 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.60538795225393, fitness increment: 0.0005723872982418277 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.74005826039019, fitness increment: 2.3559531676875523e-05 Fitness: 0.0017291639269852999 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -77.3880138392694, fitness increment: 0.00014029706910556605 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -33.50980791356584, fitness increment: 0.002136928230206503 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 81.0974684189771, fitness increment: 0.005230381041753107 Fitness: 0.007507606341065176 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -69.00614818739494, fitness increment: 3.578321706132481e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -45.54406707389616, fitness increment: 6.460518422279904e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 81.52312479366206, fitness increment: 0.005401412235842118 Fitness: 0.005501800637126242 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -52.10299302785117, fitness increment: 0.0017553453122686191 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.48806765915661, fitness increment: 0.0008940240484784923 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 45.47465680369926, fitness increment: 0.0006984764752118178 Fitness: 0.003347845835958929 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -52.979713115858914, fitness increment: 0.0016029470796966594 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.400691058665416, fitness increment: 0.0005417136981388238 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.885496400242445, fitness increment: 3.425540108614733e-05 Fitness: 0.0021789161789216305 >>>>> Evaluating: >>>>> [79.69662596720887, 249.14905572250933, 7.2032577978082335] >>>>> [79.01312089851224, 239.90085270558612, 5.819230879659543] >>>>> [73.13610314652774, 251.6384206509814, 2.766617847616837] >>>>> [75.40329263392441, 244.67022098872263, 5.551526788110406] >>>>> [71.87581513737688, 240.06595223930736, 8.808114991549795] >>>>> [70.51258803187444, 239.26737376795177, 9.421130890387206] >>>>> [77.65679589925136, 239.581030517807, 8.831083834957491] >>>>> [79.42854548011093, 240.45631007445684, 0.18371634874735132] >>>>> [72.90104750842477, 249.1948243405577, -0.5712180747457989] >>>>> [72.80425530161469, 239.36492667461692, -0.9160974578241624] >> Running individual: {'amp': 79.69662596720887, 'period': 249.14905572250933, 'offset': 7.2032577978082335} >> Running individual: {'amp': 79.01312089851224, 'period': 239.90085270558612, 'offset': 5.819230879659543} >> Running individual: {'amp': 73.13610314652774, 'period': 251.6384206509814, 'offset': 2.766617847616837} >> Running individual: {'amp': 75.40329263392441, 'period': 244.67022098872263, 'offset': 5.551526788110406} >> Running individual: {'amp': 71.87581513737688, 'period': 240.06595223930736, 'offset': 8.808114991549795} >> Running individual: {'amp': 70.51258803187444, 'period': 239.26737376795177, 'offset': 9.421130890387206} >> Running individual: {'amp': 77.65679589925136, 'period': 239.581030517807, 'offset': 8.831083834957491} >> Running individual: {'amp': 79.42854548011093, 'period': 240.45631007445684, 'offset': 0.18371634874735132} >> Running individual: {'amp': 72.90104750842477, 'period': 249.1948243405577, 'offset': -0.5712180747457989} >> Running individual: {'amp': 72.80425530161469, 'period': 239.36492667461692, 'offset': -0.9160974578241624} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -68.15878996549965, fitness increment: 6.059129789715012e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -41.668399555332655, fitness increment: 0.00041406412333344633 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 86.78106439269217, fitness increment: 0.007736313367905812 Fitness: 0.008210968789136408 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.52248859020912, fitness increment: 0.00039078851189455754 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.675549062626615, fitness increment: 0.0021480236253865748 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.32623555295225, fitness increment: 8.573626856223093e-05 Fitness: 0.0026245484058433632 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -67.49222994934992, fitness increment: 8.466956876396203e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -36.10493449600571, fitness increment: 0.00144422835768665 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 75.10385733471279, fitness increment: 0.0031109495910990326 Fitness: 0.0046398475175496445 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.18554196287279, fitness increment: 0.0003370484581833866 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.835061342032176, fitness increment: 7.697604361078803e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 74.10878691900427, fitness increment: 0.0028115606204835997 Fitness: 0.0032255851222777743 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -53.48979763814018, fitness increment: 0.0015174492241302184 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.23977852887464, fitness increment: 0.00026937418281136605 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.35244313746865, fitness increment: 4.296473487119812e-05 Fitness: 0.0018297881418127826 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -51.07149616021374, fitness increment: 0.0019434582355201124 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.65585290028948, fitness increment: 0.00021193214604930954 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.24011612237191, fitness increment: 2.369576549865471e-05 Fitness: 0.0021790861470680767 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.06332842817583, fitness increment: 0.0008552113116828686 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.02260361921281, fitness increment: 0.0012088489315891238 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.76895668367703, fitness increment: 0.00011001809149568942 Fitness: 0.0021740783347676818 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -68.99463064719748, fitness increment: 3.60768774209097e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -67.69311216757141, fitness increment: 0.003871199711485862 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.81743810633253, fitness increment: 5.249198289369872e-06 Fitness: 0.003912525787196142 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -69.5292271793233, fitness increment: 2.371115345234376e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -45.1689435256165, fitness increment: 8.518445002636543e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 72.23559132802612, fitness increment: 0.0022887466519472266 Fitness: 0.002397642255425936 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.45466942351254, fitness increment: 0.0003163683902918102 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -64.86221883792689, fitness increment: 0.00283758144191093 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 44.82092320073519, fitness increment: 0.0007976410832126746 Fitness: 0.003951590915415415 >>>>> Evaluating: >>>>> [72.6217345445707, 240.87732219157044, 0.9573683428725291] >>>>> [67.44735601353194, 239.3404913729487, 0.3245568841821478] >>>>> [69.18106966288704, 241.4001327711127, -0.2549990180047814] >>>>> [72.0399978444445, 237.95576848615545, 2.121821749969768] >>>>> [73.07527338843781, 241.29548565770696, 5.609773762949935] >>>>> [75.28349822167387, 240.1471153931203, 4.605037108882657] >>>>> [72.3625125308446, 237.29495799184465, 6.2215236938420135] >>>>> [70.9994395576892, 238.87146510308736, 5.292232123424629] >>>>> [80.33005531751878, 246.41819604741096, 1.3910058632324538] >>>>> [75.16783799993713, 246.2672816405204, -0.42535403721364845] >> Running individual: {'amp': 72.6217345445707, 'period': 240.87732219157044, 'offset': 0.9573683428725291} >> Running individual: {'amp': 67.44735601353194, 'period': 239.3404913729487, 'offset': 0.3245568841821478} >> Running individual: {'amp': 69.18106966288704, 'period': 241.4001327711127, 'offset': -0.2549990180047814} >> Running individual: {'amp': 72.0399978444445, 'period': 237.95576848615545, 'offset': 2.121821749969768} >> Running individual: {'amp': 73.07527338843781, 'period': 241.29548565770696, 'offset': 5.609773762949935} >> Running individual: {'amp': 75.28349822167387, 'period': 240.1471153931203, 'offset': 4.605037108882657} >> Running individual: {'amp': 72.3625125308446, 'period': 237.29495799184465, 'offset': 6.2215236938420135} >> Running individual: {'amp': 70.9994395576892, 'period': 238.87146510308736, 'offset': 5.292232123424629} >> Running individual: {'amp': 80.33005531751878, 'period': 246.41819604741096, 'offset': 1.3910058632324538} >> Running individual: {'amp': 75.16783799993713, 'period': 246.2672816405204, 'offset': -0.42535403721364845} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.61588655710113, fitness increment: 0.0003829785136745256 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.40345113867407, fitness increment: 0.0015324952890261034 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.709980109232646, fitness increment: 1.269302619399948e-05 Fitness: 0.0019281668288946285 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.59394264657546, fitness increment: 0.000914519126317348 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.950963466739616, fitness increment: 0.001193100092247823 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 42.58199156129651, fitness increment: 0.0011869683971942324 Fitness: 0.0032945876157594034 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.19025510247771, fitness increment: 0.000510760658710474 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.8578897587398, fitness increment: 0.0009655743567824615 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.12544964527423, fitness increment: 6.342266377312722e-05 Fitness: 0.0015397576792660628 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.58385936421002, fitness increment: 0.0007917603142140184 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -63.17028645632546, fitness increment: 0.002295708233178262 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 39.96362730916934, fitness increment: 0.0017396868705510382 Fitness: 0.0048271554179433185 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.67725335312496, fitness increment: 0.0007806340186268246 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.41765109387884, fitness increment: 0.0005442231001867581 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.49891265687606, fitness increment: 0.00023387657960505237 Fitness: 0.001558733698418635 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.71278867397504, fitness increment: 0.0005576556499862217 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.24976603883839, fitness increment: 0.0014945861502438929 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.84829428356598, fitness increment: 5.649278752239972e-06 Fitness: 0.0020578910789823546 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.1763628256004, fitness increment: 0.001406053639269711 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.23356059273591, fitness increment: 0.0014906163372883086 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 40.491178537484835, fitness increment: 0.001619890952569203 Fitness: 0.004516560929127222 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.298202626310086, fitness increment: 0.0012331360590800422 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.78997338847651, fitness increment: 0.000952228569904956 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.4209856102504, fitness increment: 0.0004421342544568274 Fitness: 0.0026274988834418256 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -72.99152979187484, fitness increment: 6.222843564107627e-06 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.63877130507583, fitness increment: 0.0004349536555020572 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 78.55879734869613, fitness increment: 0.0042666775775682675 Fitness: 0.004707854076634432 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -69.93883111830625, fitness increment: 1.598593283247407e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.190064629744164, fitness increment: 0.000264215982998528 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 71.51270626138296, fitness increment: 0.0021012598267240445 Fitness: 0.0023814617425550466 >>>>> Evaluating: >>>>> [75.58936864667608, 241.08412872345428, 4.8116925672618756] >>>>> [77.03222080132367, 239.9420775358966, 6.339155632111558] >>>>> [79.26147111336242, 239.73770743962297, 8.136321437831723] >>>>> [70.60912801962276, 241.13557264737088, 6.469757912117137] >>>>> [78.13318380087965, 239.86271143404156, 4.850227785155176] >>>>> [79.14388213397476, 242.1792357711442, 8.794924701293779] >>>>> [73.04021411332153, 240.45934540407112, 5.280376257694095] >>>>> [73.02451434828897, 241.08626834451414, 6.654283469626657] >>>>> [71.45718728865475, 241.48094789782337, 0.998379228225918] >>>>> [70.53120357503491, 240.0313479367957, 1.1686507954309202] >> Running individual: {'amp': 75.58936864667608, 'period': 241.08412872345428, 'offset': 4.8116925672618756} >> Running individual: {'amp': 77.03222080132367, 'period': 239.9420775358966, 'offset': 6.339155632111558} >> Running individual: {'amp': 79.26147111336242, 'period': 239.73770743962297, 'offset': 8.136321437831723} >> Running individual: {'amp': 70.60912801962276, 'period': 241.13557264737088, 'offset': 6.469757912117137} >> Running individual: {'amp': 78.13318380087965, 'period': 239.86271143404156, 'offset': 4.850227785155176} >> Running individual: {'amp': 79.14388213397476, 'period': 242.1792357711442, 'offset': 8.794924701293779} >> Running individual: {'amp': 73.04021411332153, 'period': 240.45934540407112, 'offset': 5.280376257694095} >> Running individual: {'amp': 73.02451434828897, 'period': 241.08626834451414, 'offset': 6.654283469626657} >> Running individual: {'amp': 71.45718728865475, 'period': 241.48094789782337, 'offset': 0.998379228225918} >> Running individual: {'amp': 70.53120357503491, 'period': 240.0313479367957, 'offset': 1.1686507954309202} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.5222942157357, fitness increment: 0.00047936118056990384 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.69226695593595, fitness increment: 0.0011370868719947635 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.65466681239873, fitness increment: 0.00024729150229008123 Fitness: 0.0018637395548547486 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.32396772905123, fitness increment: 0.0005973628903139794 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.3692119045497, fitness increment: 0.001524008662353249 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.73974322849669, fitness increment: 5.8224041905252655e-05 Fitness: 0.002179595594572481 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.27797251897043, fitness increment: 0.0006021501768459503 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.85363218153408, fitness increment: 0.0016462594526919228 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.945799896647706, fitness increment: 0.0001892587284436642 Fitness: 0.0024376683579815372 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.53139273846335, fitness increment: 0.0011986112019466422 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.76491038963704, fitness increment: 0.00022213823827732515 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.84778313089381, fitness increment: 0.00011465847161229448 Fitness: 0.0015354079118362618 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.69771244801816, fitness increment: 0.00037620089217893504 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.94653042743807, fitness increment: 0.002228310539612033 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.574767990839426, fitness increment: 1.9313436466328326e-05 Fitness: 0.002623824868257296 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.53339667421447, fitness increment: 0.00047832845368178667 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.59904132604973, fitness increment: 0.00057142359649065 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 72.09233133394572, fitness increment: 0.002250958668321701 Fitness: 0.0033007107184941376 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.3364165506535, fitness increment: 0.0008216185920194574 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.13220590971209, fitness increment: 0.0008277679864389098 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.453511168465475, fitness increment: 1.646655604037317e-05 Fitness: 0.0016658531344987404 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.43051686853547, fitness increment: 0.0009356336064445525 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.69123284403037, fitness increment: 0.0004419298435978103 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.61166790775928, fitness increment: 0.00024355070346393504 Fitness: 0.0016211141535062978 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.00054627591809, fitness increment: 0.0004358830679467296 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.36148379080556, fitness increment: 0.0010674206993557256 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.430956325638164, fitness increment: 1.482527154927915e-06 Fitness: 0.001504786294457383 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.93726417996743, fitness increment: 0.000638205713676343 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.77213508910984, fitness increment: 0.0013797876816999954 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 48.64527308599478, fitness increment: 0.00031075363464594385 Fitness: 0.0023287470300222823 >>>>> Evaluating: >>>>> [70.14698327257084, 241.42126438858065, -0.43847480396977034] >>>>> [68.98856434721785, 239.9996688414733, 1.2031232317965743] >>>>> [73.47401533303639, 244.18631049971762, 3.3074240585270642] >>>>> [74.52778187056812, 244.76396848256434, 6.1203859302062895] >>>>> [75.7183994788969, 240.98984013415068, 4.823841403058622] >>>>> [76.56498208668586, 239.12340292991576, 8.313845737039328] >>>>> [75.19024653865671, 239.85560942277678, 2.8633012109557647] >>>>> [75.77563056893382, 241.22741557990514, 4.463722721928858] >>>>> [72.52842699878806, 241.0886218022826, 4.72776532120934] >>>>> [73.42540642510104, 240.44425668955364, 5.408227693244311] >> Running individual: {'amp': 70.14698327257084, 'period': 241.42126438858065, 'offset': -0.43847480396977034} >> Running individual: {'amp': 68.98856434721785, 'period': 239.9996688414733, 'offset': 1.2031232317965743} >> Running individual: {'amp': 73.47401533303639, 'period': 244.18631049971762, 'offset': 3.3074240585270642} >> Running individual: {'amp': 74.52778187056812, 'period': 244.76396848256434, 'offset': 6.1203859302062895} >> Running individual: {'amp': 75.7183994788969, 'period': 240.98984013415068, 'offset': 4.823841403058622} >> Running individual: {'amp': 76.56498208668586, 'period': 239.12340292991576, 'offset': 8.313845737039328} >> Running individual: {'amp': 75.19024653865671, 'period': 239.85560942277678, 'offset': 2.8633012109557647} >> Running individual: {'amp': 75.77563056893382, 'period': 241.22741557990514, 'offset': 4.463722721928858} >> Running individual: {'amp': 72.52842699878806, 'period': 241.0886218022826, 'offset': 4.72776532120934} >> Running individual: {'amp': 73.42540642510104, 'period': 240.44425668955364, 'offset': 5.408227693244311} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.239642449822796, fitness increment: 0.0004149205625983976 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.810205505898196, fitness increment: 0.0011624566043079154 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.75798322334647, fitness increment: 3.8526654976167585e-05 Fitness: 0.0016159038218824806 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.54247684876342, fitness increment: 0.0007967154442910518 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.45271615485019, fitness increment: 0.0010864159263557216 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.49804525977674, fitness increment: 0.00043318435148809176 Fitness: 0.002316315722134865 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.36003440980481, fitness increment: 0.00032356569926472734 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.61776789645648, fitness increment: 0.0002084244854476669 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 68.78996460496654, fitness increment: 0.0014666361018790264 Fitness: 0.0019986262865914206 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.87871241998574, fitness increment: 0.00044676313387348454 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.416439448314335, fitness increment: 1.8201156866126667e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 74.12725094869771, fitness increment: 0.0028169792250032355 Fitness: 0.0032819435157428467 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.549199163280775, fitness increment: 0.00047686045786499154 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.95546392678572, fitness increment: 0.001194086411197337 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.33774358297496, fitness increment: 0.0002203888215182026 Fitness: 0.0018913356905805312 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.24639170083758, fitness increment: 0.0009597102968071924 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.31972211331228, fitness increment: 0.0012752633337974606 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.12008186350119, fitness increment: 1.253713310944704e-07 Fitness: 0.0022350990019357475 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.13453892551112, fitness increment: 0.0004240718568495616 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.39143747147084, fitness increment: 0.0020654182813814037 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.60410484177339, fitness increment: 4.4015059737056994e-05 Fitness: 0.0025335051979680223 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.14589061846236, fitness increment: 0.0004230786702041911 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.94105481150771, fitness increment: 0.0011909299466901224 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.081747822715286, fitness increment: 0.0002859930905304564 Fitness: 0.00190000170742477 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.92344826014676, fitness increment: 0.0007516805640105373 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.19700088328924, fitness increment: 0.0006657793628134234 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.328687274572374, fitness increment: 8.58624139180586e-05 Fitness: 0.0015033223407420193 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.53222696902296, fitness increment: 0.0007979451445303543 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.35849692699054, fitness increment: 0.0008696054453116719 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.7814391785271, fitness increment: 2.4688530987804214e-05 Fitness: 0.0016922391208298304 >>>>> Evaluating: >>>>> [73.84832310720661, 241.0741707592147, 5.387380210103202] >>>>> [75.52256190069538, 239.6681526620258, 3.951125311393114] >>>>> [71.83118749190298, 240.0401335686425, 7.102069421552457] >>>>> [72.76406989920547, 241.08628239188405, 5.342819233419968] >>>>> [72.42115249787258, 241.10417795480444, 6.124807942161011] >>>>> [70.8376803320914, 240.9475968827105, 6.616724901630759] >>>>> [73.40978468332477, 241.6459499569157, 6.628571493888146] >>>>> [74.13641565093644, 240.4415496634049, 5.785992398484046] >>>>> [73.29992547249047, 241.94904902269784, 6.524645248497241] >>>>> [72.4233536705342, 243.91332832252533, 5.206727403027973] >> Running individual: {'amp': 73.84832310720661, 'period': 241.0741707592147, 'offset': 5.387380210103202} >> Running individual: {'amp': 75.52256190069538, 'period': 239.6681526620258, 'offset': 3.951125311393114} >> Running individual: {'amp': 71.83118749190298, 'period': 240.0401335686425, 'offset': 7.102069421552457} >> Running individual: {'amp': 72.76406989920547, 'period': 241.08628239188405, 'offset': 5.342819233419968} >> Running individual: {'amp': 72.42115249787258, 'period': 241.10417795480444, 'offset': 6.124807942161011} >> Running individual: {'amp': 70.8376803320914, 'period': 240.9475968827105, 'offset': 6.616724901630759} >> Running individual: {'amp': 73.40978468332477, 'period': 241.6459499569157, 'offset': 6.628571493888146} >> Running individual: {'amp': 74.13641565093644, 'period': 240.4415496634049, 'offset': 5.785992398484046} >> Running individual: {'amp': 73.29992547249047, 'period': 241.94904902269784, 'offset': 6.524645248497241} >> Running individual: {'amp': 72.4233536705342, 'period': 243.91332832252533, 'offset': 5.206727403027973} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.41111451583269, fitness increment: 0.0006959409286653173 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.67113487870924, fitness increment: 0.0007457077255829114 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.90060369834081, fitness increment: 0.00018582128007738064 Fitness: 0.0016274699343256094 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.177853321553854, fitness increment: 0.0005119527067392049 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -61.89723605435981, fitness increment: 0.0019255653390526373 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.962762990827066, fitness increment: 3.1789290599659736e-05 Fitness: 0.002469307336391502 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.13698155804978, fitness increment: 0.0012572911092558758 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.94807625145363, fitness increment: 0.0004768840657402018 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.49505525268137, fitness increment: 1.9478035483411205e-06 Fitness: 0.0017361229785444188 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.513431049071144, fitness increment: 0.0008002025896075571 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.783882209588185, fitness increment: 0.0005998226566594766 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.10782324861498, fitness increment: 0.00013064600029033535 Fitness: 0.001530671246557369 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.44393322981669, fitness increment: 0.0009338911694115604 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.68341028253921, fitness increment: 0.0004408861051027335 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.71300683599465, fitness increment: 0.00017188996720429728 Fitness: 0.0015466672417185912 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.44679474556342, fitness increment: 0.001211079866589193 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.12113254460459, fitness increment: 0.0002571461903270178 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.3731260696125, fitness increment: 8.816493650765089e-05 Fitness: 0.0015563909934238618 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.21452203762918, fitness increment: 0.0008365299495490808 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.06142354422227, fitness increment: 0.0003618416887737341 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.22874277822133, fitness increment: 0.0005231034521192557 Fitness: 0.0017214750904420706 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.77148011042011, fitness increment: 0.0007694881143298637 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.593054472290795, fitness increment: 0.0009140569180311475 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.64401868480072, fitness increment: 5.423729101983188e-05 Fitness: 0.0017377823233808432 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.44389778102062, fitness increment: 0.0008085813895911675 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.53222482818281, fitness increment: 0.00030072632130151433 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.25467634509283, fitness increment: 0.0006614493001647626 Fitness: 0.0017707570110574444 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.33097335244422, fitness increment: 0.0005966354026989418 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.45601259220547, fitness increment: 5.729441157653614e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 68.96731705026335, fitness increment: 0.001504525884526542 Fitness: 0.00215845569880202 >>>>> Evaluating: >>>>> [72.50837481722589, 240.37168423347427, 6.909870711079933] >>>>> [71.04149769096222, 240.7029845890435, 6.881043479299898] >>>>> [72.59937472793023, 240.4163268192615, 7.16627391102697] >>>>> [71.49372493231479, 241.6655483829482, 7.218165877319102] >>>>> [69.23712127099242, 241.20346552387446, 4.395290280587603] >>>>> [69.94364573009705, 239.79732060719647, 1.5054334649946395] >>>>> [73.54990883146318, 241.28342786617188, 4.3399557262318575] >>>>> [70.2793360465862, 241.28493839044492, 3.7127535017762248] >>>>> [71.38842850162573, 241.15334168215162, 1.8016423627071503] >>>>> [71.90108893167633, 242.43352671801998, 3.8902553941995297] >> Running individual: {'amp': 72.50837481722589, 'period': 240.37168423347427, 'offset': 6.909870711079933} >> Running individual: {'amp': 71.04149769096222, 'period': 240.7029845890435, 'offset': 6.881043479299898} >> Running individual: {'amp': 72.59937472793023, 'period': 240.4163268192615, 'offset': 7.16627391102697} >> Running individual: {'amp': 71.49372493231479, 'period': 241.6655483829482, 'offset': 7.218165877319102} >> Running individual: {'amp': 69.23712127099242, 'period': 241.20346552387446, 'offset': 4.395290280587603} >> Running individual: {'amp': 69.94364573009705, 'period': 239.79732060719647, 'offset': 1.5054334649946395} >> Running individual: {'amp': 73.54990883146318, 'period': 241.28342786617188, 'offset': 4.3399557262318575} >> Running individual: {'amp': 70.2793360465862, 'period': 241.28493839044492, 'offset': 3.7127535017762248} >> Running individual: {'amp': 71.38842850162573, 'period': 241.15334168215162, 'offset': 1.8016423627071503} >> Running individual: {'amp': 71.90108893167633, 'period': 242.43352671801998, 'offset': 3.8902553941995297} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.175689278681666, fitness increment: 0.0011057596866022035 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.19133965726389, fitness increment: 0.000511214943998084 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.30858815654982, fitness increment: 4.138273138998283e-05 Fitness: 0.0016583573619902703 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.17866535893475, fitness increment: 0.0012510234343775517 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.42993789866641, fitness increment: 0.00028956445638084194 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.730806080274455, fitness increment: 5.784584374213253e-05 Fitness: 0.0015984337345005262 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.03317332557497, fitness increment: 0.0011259768013064386 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.94001651454767, fitness increment: 0.00047576701558749157 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.83353856822106, fitness increment: 6.226754974125726e-05 Fitness: 0.0016640113666351874 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.94659539230491, fitness increment: 0.0011383477495666705 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.85382837982234, fitness increment: 0.00014424403650725726 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.41888763797965, fitness increment: 0.00042532974507325516 Fitness: 0.001707921531147183 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.4496465749958, fitness increment: 0.0010674092315233752 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.57761276489833, fitness increment: 0.0003057467433922323 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.03113329719394, fitness increment: 8.321414996736998e-06 Fitness: 0.0013814773899123445 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.91217955725618, fitness increment: 0.0007529938849925033 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.28426665019293, fitness increment: 0.0012672450676266545 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.50365664561164, fitness increment: 0.00043253620080851984 Fitness: 0.0024527751534276776 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.355522417813695, fitness increment: 0.000594089636541173 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.1048962645696, fitness increment: 0.0008227884578200229 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.53427947696934, fitness increment: 0.0001591219546649425 Fitness: 0.0015760000490261383 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.10697529513986, fitness increment: 0.000849797212310488 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.997287722040014, fitness increment: 0.0004837329697837678 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.45887721296086, fitness increment: 1.6587742977303144e-05 Fitness: 0.001350117925071559 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.896916141765395, fitness increment: 0.0005393277765426419 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.05693878980645, fitness increment: 0.0010052215123343977 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 54.83231706223995, fitness increment: 1.9824197905471408e-07 Fitness: 0.0015447475308560943 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.18056263662103, fitness increment: 0.0006123517842250292 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.15237645918904, fitness increment: 0.0003729138317200009 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.334577901051766, fitness increment: 0.0004157311110998263 Fitness: 0.0014009967270448564 >>>>> Evaluating: >>>>> [70.57968907404974, 241.10422211117333, 3.471189711290695] >>>>> [72.1587445622859, 241.1326790320135, 4.539932227132919] >>>>> [72.92891796031918, 241.32874913083484, 1.5197469802462087] >>>>> [69.6092911734308, 242.3683881371111, 3.7375612568521723] >>>>> [69.801408523691, 240.69337740501877, 2.776643022328293] >>>>> [69.82391695754318, 242.0614948630917, 3.9244090679134622] >>>>> [72.71625831903935, 241.0978207579848, 4.7177963619444085] >>>>> [70.04832072760193, 241.1414192229117, 4.388196835437122] >>>>> [71.80442073533435, 240.9654350098687, 0.46121237284852523] >>>>> [70.27018326328898, 240.58685714539214, 3.5402646742135913] >> Running individual: {'amp': 70.57968907404974, 'period': 241.10422211117333, 'offset': 3.471189711290695} >> Running individual: {'amp': 72.1587445622859, 'period': 241.1326790320135, 'offset': 4.539932227132919} >> Running individual: {'amp': 72.92891796031918, 'period': 241.32874913083484, 'offset': 1.5197469802462087} >> Running individual: {'amp': 69.6092911734308, 'period': 242.3683881371111, 'offset': 3.7375612568521723} >> Running individual: {'amp': 69.801408523691, 'period': 240.69337740501877, 'offset': 2.776643022328293} >> Running individual: {'amp': 69.82391695754318, 'period': 242.0614948630917, 'offset': 3.9244090679134622} >> Running individual: {'amp': 72.71625831903935, 'period': 241.0978207579848, 'offset': 4.7177963619444085} >> Running individual: {'amp': 70.04832072760193, 'period': 241.1414192229117, 'offset': 4.388196835437122} >> Running individual: {'amp': 71.80442073533435, 'period': 240.9654350098687, 'offset': 0.46121237284852523} >> Running individual: {'amp': 70.27018326328898, 'period': 240.58685714539214, 'offset': 3.5402646742135913} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.48121189414385, fitness increment: 0.0008040796044457288 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.790775733236224, fitness increment: 0.0006008950788563006 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.69697746282915, fitness increment: 3.827941616130204e-06 Fitness: 0.0014088026249181596 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.819761443565326, fitness increment: 0.0007638079890032179 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.99963451522885, fitness increment: 0.0006338404281467369 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.05518022926093, fitness increment: 7.236171850311113e-05 Fitness: 0.001470010135653066 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.66339979592948, fitness increment: 0.00037903564362984365 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.327812951531484, fitness increment: 0.0012770966099244774 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.43901388344823, fitness increment: 1.614137043803865e-05 Fitness: 0.0016722736239923597 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.24697608954204, fitness increment: 0.0008325467790247787 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.569220818752555, fitness increment: 0.00020399566831674765 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.08880868655439, fitness increment: 0.00020034285042147548 Fitness: 0.0012368852977630018 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.192680801995884, fitness increment: 0.000839215919194003 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.49692386837336, fitness increment: 0.0007158143671407435 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.697528075880825, fitness increment: 4.0639352187787914e-05 Fitness: 0.0015956696385225344 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.04103907999702, fitness increment: 0.0008579827694034092 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.09067593790422, fitness increment: 0.0002540530230376037 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.335548541677966, fitness increment: 0.0001455031313011279 Fitness: 0.0012575389237421408 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.105190012019236, fitness increment: 0.0007306572872071149 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.349056989591446, fitness increment: 0.0006909202361943256 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.49706280045796, fitness increment: 9.474743438786515e-05 Fitness: 0.0015163249577893056 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.124749205889096, fitness increment: 0.0009757838833113208 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.3663711115891, fitness increment: 0.00039962180671437864 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.37430182942201, fitness increment: 1.472937246527195e-05 Fitness: 0.0013901350624909714 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.46266369776954, fitness increment: 0.000395832478506275 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.062094661634944, fitness increment: 0.0014489347157501387 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.00072089371165, fitness increment: 3.0611530715707325e-05 Fitness: 0.001875378724972121 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.759269113295275, fitness increment: 0.0008934036058290129 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.30225978700729, fitness increment: 0.000683133282615489 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.33332527708994, fitness increment: 2.1242254765074797e-05 Fitness: 0.0015977791432095767 >>>>> Evaluating: >>>>> [72.42854601080668, 241.09100093198944, 3.5803985255132083] >>>>> [70.69760583234202, 241.10041671652525, 5.686895830582234] >>>>> [73.10335296864741, 241.20697408041045, 3.6716377378130027] >>>>> [69.75976513096441, 241.52141265309976, 4.545215362452752] >>>>> [70.36812609289643, 241.3805099651111, 4.351242160769372] >>>>> [71.06279650782754, 241.3487435084262, 3.9306548132875463] >>>>> [72.55370645240016, 241.49645416901782, 4.82368176907572] >>>>> [71.62844124772118, 241.88440157884014, 2.97709147882349] >>>>> [68.59014610711795, 239.63128536186298, 4.389663406870681] >>>>> [67.95420587694946, 242.02955275306303, 4.393494520385168] >> Running individual: {'amp': 72.42854601080668, 'period': 241.09100093198944, 'offset': 3.5803985255132083} >> Running individual: {'amp': 70.69760583234202, 'period': 241.10041671652525, 'offset': 5.686895830582234} >> Running individual: {'amp': 73.10335296864741, 'period': 241.20697408041045, 'offset': 3.6716377378130027} >> Running individual: {'amp': 69.75976513096441, 'period': 241.52141265309976, 'offset': 4.545215362452752} >> Running individual: {'amp': 70.36812609289643, 'period': 241.3805099651111, 'offset': 4.351242160769372} >> Running individual: {'amp': 71.06279650782754, 'period': 241.3487435084262, 'offset': 3.9306548132875463} >> Running individual: {'amp': 72.55370645240016, 'period': 241.49645416901782, 'offset': 4.82368176907572} >> Running individual: {'amp': 71.62844124772118, 'period': 241.88440157884014, 'offset': 2.97709147882349} >> Running individual: {'amp': 68.59014610711795, 'period': 239.63128536186298, 'offset': 4.389663406870681} >> Running individual: {'amp': 67.95420587694946, 'period': 242.02955275306303, 'offset': 4.393494520385168} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.98494498759185, fitness increment: 0.000633096912646347 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.25642448781811, fitness increment: 0.0008506065809048557 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.1176921749545, fitness increment: 3.4842117350275537e-05 Fitness: 0.0015185456109014783 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.36622249313238, fitness increment: 0.0010790160780449476 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.68039313028201, fitness increment: 0.00031726889092376087 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.98405276766782, fitness increment: 6.903981201689113e-05 Fitness: 0.0014653247809855996 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.57355099778097, fitness increment: 0.0005717182387309228 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.53244119957145, fitness increment: 0.0009024640974707454 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.2058287450627, fitness increment: 7.96552073194512e-05 Fitness: 0.0015538375435211194 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.985889206160394, fitness increment: 0.000994295238298637 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.33679943917173, fitness increment: 0.0002795843495148054 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.84440727704089, fitness increment: 6.274487243962401e-05 Fitness: 0.0013366244602530664 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.615477991884006, fitness increment: 0.0009117546966423973 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.272993337907266, fitness increment: 0.00038785418132392113 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.55142366428111, fitness increment: 5.051537511646664e-05 Fitness: 0.001350124253082785 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.624709472630606, fitness increment: 0.0007868840586416903 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.326113103725675, fitness increment: 0.0005307478665138587 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.52643329689763, fitness increment: 4.953353659198356e-05 Fitness: 0.0013671654617475326 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.15340738905653, fitness increment: 0.0007251296012732444 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.420066248169405, fitness increment: 0.0005445809166434445 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.155241783555844, fitness increment: 0.00020559907822070844 Fitness: 0.0014753095961373974 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.46385004846715, fitness increment: 0.000582920822916777 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.82403579631732, fitness increment: 0.0006060827660467893 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.141069021210036, fitness increment: 0.00013276515789506504 Fitness: 0.0013217687468586314 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.732923142455824, fitness increment: 0.0013188548247845544 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.46839887259642, fitness increment: 0.0005517663047165389 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 48.7312667758147, fitness increment: 0.0003023930240961814 Fitness: 0.0021730141535972747 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.89120010838359, fitness increment: 0.0011462984069419146 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.14855558275617, fitness increment: 9.544482266032883e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.20565206949892, fitness increment: 7.964644873748039e-05 Fitness: 0.0013213896783397239 >>>>> Evaluating: >>>>> [72.55561547288592, 242.35156103122458, 4.079131990682657] >>>>> [71.67232012478193, 242.18366342747063, 4.734239863830884] >>>>> [68.75034012316806, 242.26045045266628, 4.1653891371356435] >>>>> [69.96607743373274, 241.4831016731444, 3.821049197470101] >>>>> [70.53337093016084, 241.40080665953283, 1.4853877307893415] >>>>> [70.49764118553787, 243.0751028502407, 2.064712307787145] >>>>> [70.15560130810027, 242.37496532950217, 4.062519207695803] >>>>> [69.4159595540778, 242.92329714396462, 4.661218594005993] >>>>> [69.51085656133702, 240.18397782643473, 4.226666043976129] >>>>> [69.03195606856362, 240.8758269634921, 3.321377001274861] >> Running individual: {'amp': 72.55561547288592, 'period': 242.35156103122458, 'offset': 4.079131990682657} >> Running individual: {'amp': 71.67232012478193, 'period': 242.18366342747063, 'offset': 4.734239863830884} >> Running individual: {'amp': 68.75034012316806, 'period': 242.26045045266628, 'offset': 4.1653891371356435} >> Running individual: {'amp': 69.96607743373274, 'period': 241.4831016731444, 'offset': 3.821049197470101} >> Running individual: {'amp': 70.53337093016084, 'period': 241.40080665953283, 'offset': 1.4853877307893415} >> Running individual: {'amp': 70.49764118553787, 'period': 243.0751028502407, 'offset': 2.064712307787145} >> Running individual: {'amp': 70.15560130810027, 'period': 242.37496532950217, 'offset': 4.062519207695803} >> Running individual: {'amp': 69.4159595540778, 'period': 242.92329714396462, 'offset': 4.661218594005993} >> Running individual: {'amp': 69.51085656133702, 'period': 240.18397782643473, 'offset': 4.226666043976129} >> Running individual: {'amp': 69.03195606856362, 'period': 240.8758269634921, 'offset': 3.321377001274861} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.51710970137455, fitness increment: 0.0005774684327969348 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.64161574163043, fitness increment: 0.0004353304795099433 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.75322438860238, fitness increment: 0.0004644709902796862 Fitness: 0.0014772699025865643 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.957868894889266, fitness increment: 0.000747676062924918 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.57272212670152, fitness increment: 0.00030520378717868724 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.07263238868879, fitness increment: 0.00038660679218061045 Fitness: 0.0014394866422842156 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.981849529165004, fitness increment: 0.0009948363615335243 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.63270279412716, fitness increment: 0.00012786383289198344 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.44034655973145, fitness increment: 0.00015260894744584252 Fitness: 0.0012753091418713502 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.86479898501548, fitness increment: 0.0008800539263527085 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.29652596807037, fitness increment: 0.0003908032477453194 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.12631167135188, fitness increment: 3.512532519100997e-05 Fitness: 0.0013059824992890379 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.64147174534999, fitness increment: 0.0005648366078455647 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.242347408297015, fitness increment: 0.0008480028205379853 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 54.892449320465516, fitness increment: 7.740351981588844e-08 Fitness: 0.0014129168319033658 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.18730585926349, fitness increment: 0.0005110440115889681 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.68562163323178, fitness increment: 0.0003178607208267348 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.55935345648055, fitness increment: 0.00033260117762368147 Fitness: 0.0011615059100393843 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.41297850674037, fitness increment: 0.0008123211630175486 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.67456545152374, fitness increment: 0.0002136663045974041 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.879539261908775, fitness increment: 0.0002673189094866135 Fitness: 0.0012933063771015663 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.520938592700695, fitness increment: 0.0009239214950772512 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.507011917228326, fitness increment: 5.97736395457904e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.74959659009711, fitness increment: 0.00046403704743192 Fitness: 0.0014477321820549616 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.110410601320574, fitness increment: 0.0011149973726184426 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.59839582324559, fitness increment: 0.0005713256257032784 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 51.706423778747705, fitness increment: 8.331366177138921e-05 Fitness: 0.0017696366600931102 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.10829583465684, fitness increment: 0.0009779682164759995 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.008695075015915, fitness increment: 0.0004853275257969969 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.46012713228918, fitness increment: 1.8119716005182696e-05 Fitness: 0.0014814154582781791 >>>>> Evaluating: >>>>> [67.70370883731623, 242.0761929324684, 4.273131867722607] >>>>> [70.6482738135421, 241.7226043845912, 3.9113182290080553] >>>>> [69.83102116994837, 243.53321231061256, 3.187282865078746] >>>>> [68.92375193154207, 241.43302093714814, 4.112727426714745] >>>>> [71.5070603364049, 243.1044983673591, 2.818030853967806] >>>>> [68.25591538127884, 244.1795993532804, 2.571833730005072] >>>>> [72.18891532840414, 242.4091695805757, 3.8971966099881223] >>>>> [70.87521327601937, 242.95191304029055, 4.163349791851503] >>>>> [69.75286305001607, 241.22936627761433, 3.8271792552943444] >>>>> [71.06444207641884, 241.69864861072256, 4.463886294616813] >> Running individual: {'amp': 67.70370883731623, 'period': 242.0761929324684, 'offset': 4.273131867722607} >> Running individual: {'amp': 70.6482738135421, 'period': 241.7226043845912, 'offset': 3.9113182290080553} >> Running individual: {'amp': 69.83102116994837, 'period': 243.53321231061256, 'offset': 3.187282865078746} >> Running individual: {'amp': 68.92375193154207, 'period': 241.43302093714814, 'offset': 4.112727426714745} >> Running individual: {'amp': 71.5070603364049, 'period': 243.1044983673591, 'offset': 2.818030853967806} >> Running individual: {'amp': 68.25591538127884, 'period': 244.1795993532804, 'offset': 2.571833730005072} >> Running individual: {'amp': 72.18891532840414, 'period': 242.4091695805757, 'offset': 3.8971966099881223} >> Running individual: {'amp': 70.87521327601937, 'period': 242.95191304029055, 'offset': 4.163349791851503} >> Running individual: {'amp': 69.75286305001607, 'period': 241.22936627761433, 'offset': 3.8271792552943444} >> Running individual: {'amp': 71.06444207641884, 'period': 241.69864861072256, 'offset': 4.463886294616813} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.82056393161924, fitness increment: 0.0011564765227884966 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.986042917668144, fitness increment: 8.562317109039874e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.054376274532196, fitness increment: 7.232373491772304e-05 Fitness: 0.0013144234287966183 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.54705791847859, fitness increment: 0.000796166149335531 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.36427755205774, fitness increment: 0.0003993560478829927 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.682283582614495, fitness increment: 0.00010502639407372616 Fitness: 0.0013005485912922499 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.763535729458496, fitness increment: 0.0006569933349319657 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.194410546759116, fitness increment: 9.83125362661319e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.55195455276662, fitness increment: 0.0005649418455627719 Fitness: 0.0013202477167608695 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.61900668238924, fitness increment: 0.0010440384866611252 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.22173113459755, fitness increment: 0.0002674958659447668 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.427739100482825, fitness increment: 1.5890709843757733e-05 Fitness: 0.0013274250624496498 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.35938619656769, fitness increment: 0.0004946424020260132 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.675814693835385, fitness increment: 0.00031675109645901145 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.261696632450004, fitness increment: 0.0005272956266181295 Fitness: 0.001338689125103154 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.35686539208144, fitness increment: 0.0007020356259926919 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.394087443534055, fitness increment: 1.7600211956292355e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.386041228035616, fitness increment: 0.0005432643653429103 Fitness: 0.0012629002032918946 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.413031338375326, fitness increment: 0.0005881471678620409 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.422123050119865, fitness increment: 0.00040673150325643004 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.48644202661755, fitness increment: 0.00043309974168137533 Fitness: 0.0014279784127998463 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.34517547191202, fitness increment: 0.0007033524196042862 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.112171753488546, fitness increment: 0.00016463071279015917 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.56864979810239, fitness increment: 0.0005671466140462211 Fitness: 0.0014351297464406665 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.48959699666598, fitness increment: 0.0009279727677367067 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.534868350669306, fitness increment: 0.0004213005381750179 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.95304078909964, fitness increment: 7.117006792345393e-06 Fitness: 0.00135639031270407 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.345292792825255, fitness increment: 0.0008205379861857542 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.19635318350978, fitness increment: 0.0003783271088961815 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.46348021605589, fitness increment: 0.000154200335836574 Fitness: 0.0013530654309185097 >>>>> Evaluating: >>>>> [69.64690356164013, 241.6891084153107, 4.559001496736986] >>>>> [69.76558199681031, 242.09675539937083, 3.757806389874772] >>>>> [68.75034012316806, 241.66906192272876, 4.1653891371356435] >>>>> [68.75034012316806, 242.26045045266628, 3.9700078391636526] >>>>> [68.93928668912238, 241.64914744110263, 3.9211951087303283] >>>>> [69.85011150351916, 242.0426464000745, 5.04005803942059] >>>>> [70.26161263939522, 241.80378089391752, 3.992955447587783] >>>>> [71.55908694442772, 242.09306379604885, 5.396963543205305] >>>>> [69.41834722339142, 242.29421295008729, 3.7510581674153567] >>>>> [69.26867635922567, 241.0531242885119, 4.0024908623159385] >> Running individual: {'amp': 69.64690356164013, 'period': 241.6891084153107, 'offset': 4.559001496736986} >> Running individual: {'amp': 69.76558199681031, 'period': 242.09675539937083, 'offset': 3.757806389874772} >> Running individual: {'amp': 68.75034012316806, 'period': 241.66906192272876, 'offset': 4.1653891371356435} >> Running individual: {'amp': 68.75034012316806, 'period': 242.26045045266628, 'offset': 3.9700078391636526} >> Running individual: {'amp': 68.93928668912238, 'period': 241.64914744110263, 'offset': 3.9211951087303283} >> Running individual: {'amp': 69.85011150351916, 'period': 242.0426464000745, 'offset': 5.04005803942059} >> Running individual: {'amp': 70.26161263939522, 'period': 241.80378089391752, 'offset': 3.992955447587783} >> Running individual: {'amp': 71.55908694442772, 'period': 242.09306379604885, 'offset': 5.396963543205305} >> Running individual: {'amp': 69.41834722339142, 'period': 242.29421295008729, 'offset': 3.7510581674153567} >> Running individual: {'amp': 69.26867635922567, 'period': 241.0531242885119, 'offset': 4.0024908623159385} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.99062088856098, fitness increment: 0.0009936616061169135 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.947256591572554, fitness increment: 0.0002397387753596547 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.42474291371265, fitness increment: 9.087761205395228e-05 Fitness: 0.0013242779935305204 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.18016705473431, fitness increment: 0.0008407567573399666 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.14869294156482, fitness increment: 0.00025996133784500497 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.252686976640426, fitness increment: 0.00014000458379870295 Fitness: 0.0012407226789836745 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.578024017749215, fitness increment: 0.001049670213973064 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.63401710343853, fitness increment: 0.00020991747317133935 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.261333420501245, fitness increment: 3.9711296896283166e-05 Fitness: 0.0012992989840406866 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.177230827136995, fitness increment: 0.000968832746305881 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.828084092099154, fitness increment: 0.00014228624879375484 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.24496526175946, fitness increment: 0.00013949757653508588 Fitness: 0.0012506165716347217 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.975317222845604, fitness increment: 0.0009957116882597372 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.0675729086081, fitness increment: 0.0002517191576546507 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.08679888877991, fitness increment: 3.3836483515070626e-05 Fitness: 0.0012812673294294585 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.93561659075432, fitness increment: 0.0010010398125560593 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.028991323786144, fitness increment: 0.0001579197206604821 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.402161074216835, fitness increment: 0.00022573170693818145 Fitness: 0.0013846912401547229 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.18079661319721, fitness increment: 0.0008406792051021128 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.824732198608686, fitness increment: 0.000333809393352813 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.77721388662716, fitness increment: 0.00011049968623311202 Fitness: 0.0012849882846880378 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.130679005744895, fitness increment: 0.0008468641121573972 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.97901553463981, fitness increment: 0.00024287278782775257 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.30454669097159, fitness increment: 0.000412338495704323 Fitness: 0.0015020753956894728 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.013232367233854, fitness increment: 0.0008614465255349923 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.53052126979417, fitness increment: 0.00020049926160248255 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.68396997899799, fitness increment: 0.00016978211552287625 Fitness: 0.0012317279026603511 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.7624473655656, fitness increment: 0.0010244461808457395 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.24165704245702, fitness increment: 0.0003839444928203095 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.04869700073294, fitness increment: 2.4271462728542303e-08 Fitness: 0.0014084149451287775 >>>>> Evaluating: >>>>> [69.45009970845668, 242.37380763667986, 3.7477192225255873] >>>>> [69.49589748186172, 240.64400223078985, 3.0438684697147202] >>>>> [70.28843246339225, 243.44045363749302, 1.3348507220683032] >>>>> [69.79494242323085, 243.10301086013502, 2.4077404760156313] >>>>> [68.39478828524182, 242.78919295492435, 4.718807657938936] >>>>> [70.50791074842, 241.8314409200216, 3.903677405228983] >>>>> [67.54591679493366, 240.74308164543515, 4.013682245326906] >>>>> [69.1594701468081, 242.24759127828543, 2.517603298203802] >>>>> [70.08973723436573, 241.76545176422226, 3.994349741116428] >>>>> [70.18561122683721, 242.1887982538126, 3.947616556135756] >> Running individual: {'amp': 69.45009970845668, 'period': 242.37380763667986, 'offset': 3.7477192225255873} >> Running individual: {'amp': 69.49589748186172, 'period': 240.64400223078985, 'offset': 3.0438684697147202} >> Running individual: {'amp': 70.28843246339225, 'period': 243.44045363749302, 'offset': 1.3348507220683032} >> Running individual: {'amp': 69.79494242323085, 'period': 243.10301086013502, 'offset': 2.4077404760156313} >> Running individual: {'amp': 68.39478828524182, 'period': 242.78919295492435, 'offset': 4.718807657938936} >> Running individual: {'amp': 70.50791074842, 'period': 241.8314409200216, 'offset': 3.903677405228983} >> Running individual: {'amp': 67.54591679493366, 'period': 240.74308164543515, 'offset': 4.013682245326906} >> Running individual: {'amp': 69.1594701468081, 'period': 242.24759127828543, 'offset': 2.517603298203802} >> Running individual: {'amp': 70.08973723436573, 'period': 241.76545176422226, 'offset': 3.994349741116428} >> Running individual: {'amp': 70.18561122683721, 'period': 242.1887982538126, 'offset': 3.947616556135756} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.09872741033515, fitness increment: 0.0008508189927221022 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.42082630242006, fitness increment: 0.00019075275049029727 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.989277725368, fitness increment: 0.00019259519675329795 Fitness: 0.0012341669399656974 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.62232020312756, fitness increment: 0.0009108772554353717 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.04874240287839, fitness increment: 0.0006417141200997234 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.534561044447386, fitness increment: 4.661534018812752e-05 Fitness: 0.0015992067157232226 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.96837341655307, fitness increment: 0.0004387431691161847 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.57597717776034, fitness increment: 0.0003055651076705468 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.810954099490615, fitness increment: 0.0003585669280971038 Fitness: 0.0011028752048838353 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.232081207019185, fitness increment: 0.0006069456564347098 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.73615955133027, fitness increment: 0.00021942432438371018 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.399394159735785, fitness increment: 0.0003165999348087034 Fitness: 0.0011429699156271234 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.46148288860744, fitness increment: 0.0010657675055437688 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.87412100650447, fitness increment: 3.2724031356123895e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.51448179754492, fitness increment: 0.0003280727545756923 Fitness: 0.001426564291475585 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.50753224101141, fitness increment: 0.0008009117095644225 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.069030674430614, fitness increment: 0.0003627613547076969 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.98634635165954, fitness increment: 0.0001230477034862565 Fitness: 0.0012867207677583758 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.020955828965675, fitness increment: 0.0012748191650140406 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.267562358601786, fitness increment: 0.0002722786731564897 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.527594272278016, fitness increment: 4.687994310681454e-05 Fitness: 0.0015939777812773448 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.9848126651572, fitness increment: 0.0007445488672626066 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.63477634188761, fitness increment: 0.0003121287629890279 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.075496610333516, fitness increment: 7.332489395517339e-05 Fitness: 0.001130002524206808 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.000391527282126, fitness increment: 0.000863048399751154 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.74743287908368, fitness increment: 0.00032489907751409586 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.49750618805691, fitness increment: 9.477140875024936e-05 Fitness: 0.0012827188860154992 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.42685829085536, fitness increment: 0.0008106412992846534 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.140896584367674, fitness increment: 0.0002591634282562705 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.11543145019405, fitness increment: 0.00020244109248945819 Fitness: 0.0012722458200303821 >>>>> Evaluating: >>>>> [69.27557401177388, 245.6709496054801, 4.193919511210522] >>>>> [70.16684773415996, 244.7271844361728, 2.974982804062378] >>>>> [69.98899527275228, 240.11452303143182, 4.834711042626568] >>>>> [69.67935410456771, 241.80448639768397, 3.978233899418798] >>>>> [69.7675367474024, 242.1752919764164, 3.3978338112077378] >>>>> [69.35825751434407, 242.18653140227516, 4.534517744311698] >>>>> [68.02931024123151, 241.4764242620248, 4.091916253888502] >>>>> [68.80185142982772, 243.436252007714, 3.9650465418909926] >>>>> [69.00390780764386, 242.8465879813873, 3.9723277614575863] >>>>> [67.51062599394488, 242.1089377179175, 4.8429085382350845] >> Running individual: {'amp': 69.27557401177388, 'period': 245.6709496054801, 'offset': 4.193919511210522} >> Running individual: {'amp': 70.16684773415996, 'period': 244.7271844361728, 'offset': 2.974982804062378} >> Running individual: {'amp': 69.98899527275228, 'period': 240.11452303143182, 'offset': 4.834711042626568} >> Running individual: {'amp': 69.67935410456771, 'period': 241.80448639768397, 'offset': 3.978233899418798} >> Running individual: {'amp': 69.7675367474024, 'period': 242.1752919764164, 'offset': 3.3978338112077378} >> Running individual: {'amp': 69.35825751434407, 'period': 242.18653140227516, 'offset': 4.534517744311698} >> Running individual: {'amp': 68.02931024123151, 'period': 241.4764242620248, 'offset': 4.091916253888502} >> Running individual: {'amp': 68.80185142982772, 'period': 243.436252007714, 'offset': 3.9650465418909926} >> Running individual: {'amp': 69.00390780764386, 'period': 242.8465879813873, 'offset': 3.9723277614575863} >> Running individual: {'amp': 67.51062599394488, 'period': 242.1089377179175, 'offset': 4.8429085382350845} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.53912202718278, fitness increment: 0.0006816648395695513 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -45.641573478188604, fitness increment: 5.972107264273774e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 69.39943640823037, fitness increment: 0.0015988578492395211 Fitness: 0.00234024376145181 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.02302080601023, fitness increment: 0.0005269518419076524 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.38428538969276, fitness increment: 1.7339860559850706e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 66.91224921536535, fitness increment: 0.0010950111545391383 Fitness: 0.0016393028570066415 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.86473997596798, fitness increment: 0.0011501058518704754 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.50942757235499, fitness increment: 0.0005579027463976649 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.32611800561845, fitness increment: 5.485608340083381e-05 Fitness: 0.0017628646816689741 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.680775921110865, fitness increment: 0.0009033981014601178 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.35911774113343, fitness increment: 0.0002819599016161689 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.311180145118314, fitness increment: 8.496367415955497e-05 Fitness: 0.0012703216772358417 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.595836388395966, fitness increment: 0.0007903290662653051 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.37409339313216, fitness increment: 0.00028355953392322775 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.18189122156838, fitness increment: 0.00013539056376343783 Fitness: 0.0012092791639519707 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.10313729208679, fitness increment: 0.0009786535608309332 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.884949020654915, fitness increment: 0.00014662853383262675 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.0320213205357, fitness increment: 0.00019590372255018362 Fitness: 0.0013211858172137436 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.88175387387762, fitness increment: 0.001147656938015329 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.4277723594074, fitness increment: 0.00019136271751774014 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.895858846135845, fitness increment: 6.2947782097921845e-06 Fitness: 0.0013453144337428613 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.99666748626907, fitness increment: 0.0008635132455246941 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.79208283540891, fitness increment: 2.9809757882470755e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.14941161118304, fitness increment: 0.0005130799715098444 Fitness: 0.0014064029749170093 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.790518650821326, fitness increment: 0.0008894400498259403 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.00496690959588, fitness increment: 8.673944607984208e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.464029908460155, fitness increment: 0.0003230182109557056 Fitness: 0.001299197706861488 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.10122494173744, fitness increment: 0.0012626799907444752 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.2038615749679, fitness increment: 4.580810934606827e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.587437442648245, fitness increment: 9.969674388088379e-05 Fitness: 0.0014081848439714273 >>>>> Evaluating: >>>>> [69.99538832032461, 243.7143988907714, 3.5328101383141384] >>>>> [70.25134313659768, 244.29860764995237, 3.446039392198791] >>>>> [70.18103353883787, 242.42050398346922, 1.5873050017338248] >>>>> [69.82877722876292, 243.10270308532182, 2.420295020881279] >>>>> [69.29364586269678, 241.94926409308312, 3.226743111758143] >>>>> [69.7907455459728, 241.80739601858872, 4.445629849116526] >>>>> [70.70766792293185, 242.06231780177146, 2.9140992832578285] >>>>> [69.31466537879918, 242.06346809449937, 2.8613345748160235] >>>>> [66.98978448411619, 242.6799382217201, 2.51521560795019] >>>>> [68.85181828787358, 242.9724964420983, 3.0951047243183227] >> Running individual: {'amp': 69.99538832032461, 'period': 243.7143988907714, 'offset': 3.5328101383141384} >> Running individual: {'amp': 70.25134313659768, 'period': 244.29860764995237, 'offset': 3.446039392198791} >> Running individual: {'amp': 70.18103353883787, 'period': 242.42050398346922, 'offset': 1.5873050017338248} >> Running individual: {'amp': 69.82877722876292, 'period': 243.10270308532182, 'offset': 2.420295020881279} >> Running individual: {'amp': 69.29364586269678, 'period': 241.94926409308312, 'offset': 3.226743111758143} >> Running individual: {'amp': 69.7907455459728, 'period': 241.80739601858872, 'offset': 4.445629849116526} >> Running individual: {'amp': 70.70766792293185, 'period': 242.06231780177146, 'offset': 2.9140992832578285} >> Running individual: {'amp': 69.31466537879918, 'period': 242.06346809449937, 'offset': 2.8613345748160235} >> Running individual: {'amp': 66.98978448411619, 'period': 242.6799382217201, 'offset': 2.51521560795019} >> Running individual: {'amp': 68.85181828787358, 'period': 242.9724964420983, 'offset': 3.0951047243183227} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.681938296887694, fitness increment: 0.000665911454588386 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.638482178382034, fitness increment: 6.640691135151311e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.5802072106703, fitness increment: 0.0007087283397378963 Fitness: 0.0014410467056777954 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.366969568505894, fitness increment: 0.0005929044113220927 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.810088275850816, fitness increment: 3.043773386501858e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 66.35950601630744, fitness increment: 0.0009959079118541103 Fitness: 0.0016192500570412216 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.94190659955234, fitness increment: 0.0005348959487279092 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.089853596266494, fitness increment: 0.0004967477476283122 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.58724663050693, fitness increment: 9.968616148325893e-05 Fitness: 0.0011313298578394804 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.24969129655862, fitness increment: 0.0006051032196028316 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.750897471757575, fitness increment: 0.00022081341703572566 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.43955490743141, fitness increment: 0.00032058029434445245 Fitness: 0.0011464969309830098 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.191028352318725, fitness increment: 0.0008394193072394085 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.547292849235674, fitness increment: 0.0003023884116198916 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.80228276188454, fitness increment: 6.090503867572927e-05 Fitness: 0.0012027127575350294 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.3139825538859, fitness increment: 0.0009508365096431159 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.978423995533134, fitness increment: 0.0002428142281321044 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.87652468361034, fitness increment: 0.00011637427613431228 Fitness: 0.0013100250139095326 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.83621151514309, fitness increment: 0.0006491008193448833 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.821176744309795, fitness increment: 0.00045944808578435303 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.02965164085881, fitness increment: 0.0001257303204214022 Fitness: 0.0012342792255506385 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.65352860800681, fitness increment: 0.0007834529739123575 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.73453242321368, fitness increment: 0.0003234237632121495 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.87558477369963, fitness increment: 6.41242096703909e-05 Fitness: 0.0011710009467948979 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.33833189460044, fitness increment: 0.000947649832003572 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.14366913705947, fitness increment: 9.514173217040067e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.788622335501714, fitness increment: 6.031428223596258e-05 Fitness: 0.0011031058464099353 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.61372204116497, fitness increment: 0.0007881941451532981 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.53713198447328, fitness increment: 0.00012108962720336347 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.8711674103229, fitness increment: 0.0002665593397268573 Fitness: 0.0011758431120835189 >>>>> Evaluating: >>>>> [70.70766792293185, 243.85629551828467, 2.9140992832578285] >>>>> [70.70766792293185, 242.06231780177146, 2.9140992832578285] >>>>> [69.82383050339826, 243.1469247268645, 0.8916150162493006] >>>>> [69.908766512887, 244.0466163082949, 2.3705076425414444] >>>>> [70.69793612083137, 243.43660343488597, 1.66249353982447] >>>>> [70.02267074466471, 243.24829150408493, 1.2738622975576643] >>>>> [69.82877722876292, 244.82658842956178, 3.173494971528073] >>>>> [69.77581418729618, 242.86967747952082, 1.4688503443681606] >>>>> [69.3066010778587, 242.87400845465635, 0.9489344989322399] >>>>> [68.96856376817404, 242.1550659651626, 2.1735589161512565] >> Running individual: {'amp': 70.70766792293185, 'period': 243.85629551828467, 'offset': 2.9140992832578285} >> Running individual: {'amp': 70.70766792293185, 'period': 242.06231780177146, 'offset': 2.9140992832578285} >> Running individual: {'amp': 69.82383050339826, 'period': 243.1469247268645, 'offset': 0.8916150162493006} >> Running individual: {'amp': 69.908766512887, 'period': 244.0466163082949, 'offset': 2.3705076425414444} >> Running individual: {'amp': 70.69793612083137, 'period': 243.43660343488597, 'offset': 1.66249353982447} >> Running individual: {'amp': 70.02267074466471, 'period': 243.24829150408493, 'offset': 1.2738622975576643} >> Running individual: {'amp': 69.82877722876292, 'period': 244.82658842956178, 'offset': 3.173494971528073} >> Running individual: {'amp': 69.77581418729618, 'period': 242.86967747952082, 'offset': 1.4688503443681606} >> Running individual: {'amp': 69.3066010778587, 'period': 242.87400845465635, 'offset': 0.9489344989322399} >> Running individual: {'amp': 68.96856376817404, 'period': 242.1550659651626, 'offset': 2.1735589161512565} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.034730172383696, fitness increment: 0.0005258099594417365 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.53883653748522, fitness increment: 0.00012120883433053287 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.9994496841369, fitness increment: 0.000772016559274058 Fitness: 0.0014190353530463273 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.83621151514309, fitness increment: 0.0006491008193448833 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.821176744309795, fitness increment: 0.00045944808578435303 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.02965164085881, fitness increment: 0.0001257303204214022 Fitness: 0.0012342792255506385 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.802856184173656, fitness increment: 0.0004536049417716015 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.19511484678959, fitness increment: 0.00037817414376573044 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.048683477193244, fitness increment: 0.00019720106848664098 Fitness: 0.001028980154023973 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.97514353832419, fitness increment: 0.0005316336367519048 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.10710554314719, fitness increment: 9.288910303462128e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.29197590080342, fitness increment: 0.0006667839539812315 Fitness: 0.0012913066937677575 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.00702938037854, fitness increment: 0.0004353078640061403 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.57545115436312, fitness increment: 0.0003055067030188763 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.478989135062996, fitness increment: 0.0004322390750188809 Fitness: 0.0011730536420438975 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.66538801668313, fitness increment: 0.0004661361002057385 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.78393998765577, fitness increment: 0.00032909225718913415 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.92234044917996, fitness increment: 0.0002712190905586054 Fitness: 0.001066447447953478 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.575711070820574, fitness increment: 0.0005714987428863116 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -48.7392670778238, fitness increment: 4.4716440387171374e-06 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 67.04386745830297, fitness increment: 0.0011192999683153904 Fitness: 0.0016952703552404191 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.00020072064693, fitness increment: 0.0005291807808265325 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.08193751209319, fitness increment: 0.00036432439749067846 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.68062449615066, fitness increment: 0.00016954009430070194 Fitness: 0.001063045272617913 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.10288691817611, fitness increment: 0.000519187948052724 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.22055950939737, fitness increment: 0.00038132339159391293 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.783567528135336, fitness increment: 0.00011087097305451099 Fitness: 0.0010113823127011479 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.09644613760893, fitness increment: 0.0007316619365599353 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.98293884198875, fitness increment: 0.0003524213333025994 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.24581965278936, fitness increment: 3.9170075044392405e-05 Fitness: 0.001123253344906927 >>>>> Evaluating: >>>>> [67.09800381201106, 242.15315881254736, 3.349754013254545] >>>>> [70.30748786713286, 242.1646830529953, 2.2047424843313332] >>>>> [69.07588529697905, 242.85826399307578, 3.220622342511215] >>>>> [68.79385767267412, 242.86152799398906, 3.12363272120534] >>>>> [69.61006880033943, 243.05190425731206, 1.8945281454767744] >>>>> [68.80818281128957, 243.5476810091055, 1.5794210840728913] >>>>> [69.75942606158155, 243.47934976458325, 1.4540156645037632] >>>>> [70.78219995116005, 240.07708674579996, 0.005820231746560545] >>>>> [69.84499039996652, 241.83126226995088, 2.557508178166178] >>>>> [68.90558713335382, 243.6911867457322, 0.48653257636809566] >> Running individual: {'amp': 67.09800381201106, 'period': 242.15315881254736, 'offset': 3.349754013254545} >> Running individual: {'amp': 70.30748786713286, 'period': 242.1646830529953, 'offset': 2.2047424843313332} >> Running individual: {'amp': 69.07588529697905, 'period': 242.85826399307578, 'offset': 3.220622342511215} >> Running individual: {'amp': 68.79385767267412, 'period': 242.86152799398906, 'offset': 3.12363272120534} >> Running individual: {'amp': 69.61006880033943, 'period': 243.05190425731206, 'offset': 1.8945281454767744} >> Running individual: {'amp': 68.80818281128957, 'period': 243.5476810091055, 'offset': 1.5794210840728913} >> Running individual: {'amp': 69.75942606158155, 'period': 243.47934976458325, 'offset': 1.4540156645037632} >> Running individual: {'amp': 70.78219995116005, 'period': 240.07708674579996, 'offset': 0.005820231746560545} >> Running individual: {'amp': 69.84499039996652, 'period': 241.83126226995088, 'offset': 2.557508178166178} >> Running individual: {'amp': 68.90558713335382, 'period': 243.6911867457322, 'offset': 0.48653257636809566} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.257231683284175, fitness increment: 0.0010942742964671348 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.286854719633666, fitness increment: 0.00010422288557054848 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.92164695416481, fitness increment: 2.871024174055936e-05 Fitness: 0.0012272074237782427 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.26138138348264, fitness increment: 0.0006038817006013275 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.02512783830936, fitness increment: 0.0004876291551113576 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.38153941939468, fitness increment: 8.860428932910835e-05 Fitness: 0.0011801151450417935 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.61430995550673, fitness increment: 0.0007881240176522697 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.79324618005642, fitness increment: 0.00013965820462347178 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.810844284688756, fitness increment: 0.0002611182043033011 Fitness: 0.0011889004265790426 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.46096799313959, fitness increment: 0.0008065203871657767 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.65983623174801, fitness increment: 0.00012982068152123105 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.48944307901661, fitness increment: 0.00023307303051423034 Fitness: 0.001169414099201238 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.5459656663725, fitness increment: 0.0005745250216615538 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.19591250439475, fitness increment: 0.00026482015923012803 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.565205434489, fitness increment: 0.00023954060638864405 Fitness: 0.001078885787280326 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.45846261688274, fitness increment: 0.000583473778805188 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.979257929143856, fitness increment: 0.00015397390863114424 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.10291293710999, fitness increment: 0.0002879841277182438 Fitness: 0.001025431815154576 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.397754077155334, fitness increment: 0.0004910218361148244 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.9716633298054, fitness increment: 0.0002421454539205392 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.59363602331673, fitness increment: 0.0003360818506794594 Fitness: 0.001069249140714823 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.35277704770901, fitness increment: 0.0004952674118210432 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -61.080643199446655, fitness increment: 0.0017051638394951496 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.86295047754243, fitness increment: 0.00039204451544216923 Fitness: 0.002592475766758362 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.26678212599181, fitness increment: 0.0007122147325583361 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.87044154510706, fitness increment: 0.00046617855810759945 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.121606538678236, fitness increment: 3.497058818568988e-05 Fitness: 0.0012133638788516254 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.729448193345135, fitness increment: 0.00046027536484805065 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.88416004303351, fitness increment: 0.00023357266870926985 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.51611627559192, fitness increment: 0.00023533994283297943 Fitness: 0.0009291879763902999 >>>>> Evaluating: >>>>> [67.44120781879124, 240.4164012734152, 1.492378864087983] >>>>> [69.77809278337196, 242.65979652029705, 1.5158908670133997] >>>>> [69.78838702656657, 243.14414289333726, 0.8673450885942113] >>>>> [69.84948211474457, 241.4608353548325, 1.212714860824855] >>>>> [70.02267074466471, 244.5641184658198, 1.2738622975576643] >>>>> [70.02267074466471, 243.24829150408493, 1.2738622975576643] >>>>> [68.76609703672925, 243.49265297691366, 1.0236480527693765] >>>>> [69.32975120272265, 244.39070813144738, 1.0404868235349536] >>>>> [72.01609927296123, 243.1469247268645, 1.6195384053098025] >>>>> [69.82383050339826, 243.1469247268645, 0.8916150162493006] >> Running individual: {'amp': 67.44120781879124, 'period': 240.4164012734152, 'offset': 1.492378864087983} >> Running individual: {'amp': 69.77809278337196, 'period': 242.65979652029705, 'offset': 1.5158908670133997} >> Running individual: {'amp': 69.78838702656657, 'period': 243.14414289333726, 'offset': 0.8673450885942113} >> Running individual: {'amp': 69.84948211474457, 'period': 241.4608353548325, 'offset': 1.212714860824855} >> Running individual: {'amp': 70.02267074466471, 'period': 244.5641184658198, 'offset': 1.2738622975576643} >> Running individual: {'amp': 70.02267074466471, 'period': 243.24829150408493, 'offset': 1.2738622975576643} >> Running individual: {'amp': 68.76609703672925, 'period': 243.49265297691366, 'offset': 1.0236480527693765} >> Running individual: {'amp': 69.32975120272265, 'period': 244.39070813144738, 'offset': 1.0404868235349536} >> Running individual: {'amp': 72.01609927296123, 'period': 243.1469247268645, 'offset': 1.6195384053098025} >> Running individual: {'amp': 69.82383050339826, 'period': 243.1469247268645, 'offset': 0.8916150162493006} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.21681761947109, fitness increment: 0.0009636059082389625 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.20116255474565, fitness increment: 0.0006664612622824251 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 48.56006478693098, fitness increment: 0.00031915023043382895 Fitness: 0.0019492174009552166 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.815458827690726, fitness increment: 0.0005473982511347009 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.4123112156805, fitness increment: 0.0004054757213517446 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.02106251633476, fitness increment: 0.00012519595414117735 Fitness: 0.0010780699266276228 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.793484914599524, fitness increment: 0.00045445378115438473 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.19649173626154, fitness increment: 0.00037834422550031555 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.98548399141668, fitness increment: 0.00019230290712546338 Fitness: 0.0010251009137801637 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.35451213522907, fitness increment: 0.0005941942968050729 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.84529973158999, fitness increment: 0.0007762030147917542 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 54.34090982173606, fitness increment: 3.276891697101547e-06 Fitness: 0.0013736742032939286 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.49397195283196, fitness increment: 0.0003931887821863045 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.29570460839868, fitness increment: 0.0001047977417580892 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.67270983945018, fitness increment: 0.00072246022729483 Fitness: 0.0012204467512392236 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.66538801668313, fitness increment: 0.0004661361002057385 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.78393998765577, fitness increment: 0.00032909225718913415 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.92234044917996, fitness increment: 0.0002712190905586054 Fitness: 0.001066447447953478 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.94156364299273, fitness increment: 0.0005349296629438838 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.60278274959901, fitness increment: 0.0002070523600525842 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.346768914694124, fitness increment: 0.0002211335442385831 Fitness: 0.0009631155672350511 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.991478043933164, fitness increment: 0.0004366882698286778 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.341354420430584, fitness increment: 0.00010778808804967621 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.36946206798405, fitness increment: 0.0005411214747984561 Fitness: 0.00108559783267681 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.04336005334361, fitness increment: 0.00034823790672977584 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.19675737563178, fitness increment: 0.0005119930886199331 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.63396978591645, fitness increment: 0.00045031232544545663 Fitness: 0.0013105433207951656 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.802856184173656, fitness increment: 0.0004536049417716015 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.19511484678959, fitness increment: 0.00037817414376573044 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.048683477193244, fitness increment: 0.00019720106848664098 Fitness: 0.001028980154023973 >>>>> Evaluating: >>>>> [69.76234933917479, 243.77978900269304, 1.5082059315244836] >>>>> [69.7793538474792, 243.22957554439157, 1.4841357380944573] >>>>> [67.69313466874723, 242.88590050194716, 2.51521560795019] >>>>> [66.52745564043347, 242.6799382217201, 2.51521560795019] >>>>> [68.31733323223168, 242.91350102138384, 3.2155131564198083] >>>>> [67.65345146905676, 243.0115466765126, 0.9090717761103237] >>>>> [70.91487099185613, 243.20678903718866, 2.3041845978909077] >>>>> [69.00666390031587, 242.97493759625564, 2.3498072100114338] >>>>> [69.67684146839913, 242.57801237994596, 1.5126880165368528] >>>>> [68.90456456208904, 243.14840394210106, 0.42192494453836926] >> Running individual: {'amp': 69.76234933917479, 'period': 243.77978900269304, 'offset': 1.5082059315244836} >> Running individual: {'amp': 69.7793538474792, 'period': 243.22957554439157, 'offset': 1.4841357380944573} >> Running individual: {'amp': 67.69313466874723, 'period': 242.88590050194716, 'offset': 2.51521560795019} >> Running individual: {'amp': 66.52745564043347, 'period': 242.6799382217201, 'offset': 2.51521560795019} >> Running individual: {'amp': 68.31733323223168, 'period': 242.91350102138384, 'offset': 3.2155131564198083} >> Running individual: {'amp': 67.65345146905676, 'period': 243.0115466765126, 'offset': 0.9090717761103237} >> Running individual: {'amp': 70.91487099185613, 'period': 243.20678903718866, 'offset': 2.3041845978909077} >> Running individual: {'amp': 69.00666390031587, 'period': 242.97493759625564, 'offset': 2.3498072100114338} >> Running individual: {'amp': 69.67684146839913, 'period': 242.57801237994596, 'offset': 1.5126880165368528} >> Running individual: {'amp': 68.90456456208904, 'period': 243.14840394210106, 'offset': 0.42192494453836926} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.53744680924087, fitness increment: 0.00047795199563194224 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.36035121123907, fitness increment: 0.00018548325755207706 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.54301312383085, fitness increment: 0.0004396604953895711 Fitness: 0.0011030957485735904 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.2242493294703, fitness increment: 0.0005075002772644277 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.416601317868455, fitness increment: 0.0002881246689154793 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.86628673286061, fitness increment: 0.0002661170189749429 Fitness: 0.0010617419651548499 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.099667896830105, fitness increment: 0.0008507024506244631 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.34916490426336, fitness increment: 0.00010830393626137802 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.04178203410438, fitness increment: 0.00012648694195604993 Fitness: 0.001085493328841891 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.92525366752055, fitness increment: 0.0010024329279283428 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.77334326829441, fitness increment: 7.357375610794747e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.407153871085136, fitness increment: 4.4979939805900315e-05 Fitness: 0.0011209866238421906 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.97616902014403, fitness increment: 0.0008660741590095222 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.096876792089894, fitness increment: 9.226375439441714e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.35284755885509, fitness increment: 0.00022163582930057046 Fitness: 0.0011799737427045098 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.75062958492389, fitness increment: 0.0006583999060131296 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.70379426603179, fitness increment: 0.0002163891720171618 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.80336832627538, fitness increment: 6.095210826972952e-05 Fitness: 0.0009357411863000209 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.40958768578151, fitness increment: 0.0004899078430367076 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.532289213408596, fitness increment: 0.00030073341363068273 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.57936109798317, fitness increment: 0.0004439018908980463 Fitness: 0.0012345431475654367 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.4993911242282, fitness increment: 0.0006860800435743997 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.40093194239365, fitness increment: 0.00018901111500813084 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.26372264995246, fitness increment: 0.00021432837162971285 Fitness: 0.0010894195302122434 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.67343850093914, fitness increment: 0.0005616121786747863 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.479471816127116, fitness increment: 0.00041411015972803167 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.653252041270825, fitness increment: 0.00010338030353806982 Fitness: 0.0010791026419408878 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.44809558748274, fitness increment: 0.00048629152733992154 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.93689845046706, fitness increment: 0.0003469529618759237 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.804832226456675, fitness increment: 0.00011211814342682036 Fitness: 0.0009453626326426656 >>>>> Evaluating: >>>>> [70.77377607198366, 243.68908529125233, 0.51288582555924] >>>>> [69.40985289574132, 242.31480469395996, 1.2105758104887685] >>>>> [67.088160436068, 243.23118469702112, 0.9952548022180299] >>>>> [70.0998228597547, 243.7237439050104, 1.2928973678108409] >>>>> [69.3359100674258, 243.67929412001604, 0.7074067383610653] >>>>> [70.24212247285138, 243.2066890937897, 0.5730814026460246] >>>>> [68.83112789137, 243.5303048211869, 1.6427822765303053] >>>>> [68.35552642351152, 243.3817586780794, 1.1877129588099298] >>>>> [69.29548312164827, 242.69584696194374, 0.5673907617385359] >>>>> [69.27944961493027, 243.64105154711305, 2.33204362110454] >> Running individual: {'amp': 70.77377607198366, 'period': 243.68908529125233, 'offset': 0.51288582555924} >> Running individual: {'amp': 69.40985289574132, 'period': 242.31480469395996, 'offset': 1.2105758104887685} >> Running individual: {'amp': 67.088160436068, 'period': 243.23118469702112, 'offset': 0.9952548022180299} >> Running individual: {'amp': 70.0998228597547, 'period': 243.7237439050104, 'offset': 1.2928973678108409} >> Running individual: {'amp': 69.3359100674258, 'period': 243.67929412001604, 'offset': 0.7074067383610653} >> Running individual: {'amp': 70.24212247285138, 'period': 243.2066890937897, 'offset': 0.5730814026460246} >> Running individual: {'amp': 68.83112789137, 'period': 243.5303048211869, 'offset': 1.6427822765303053} >> Running individual: {'amp': 68.35552642351152, 'period': 243.3817586780794, 'offset': 1.1877129588099298} >> Running individual: {'amp': 69.29548312164827, 'period': 242.69584696194374, 'offset': 0.5673907617385359} >> Running individual: {'amp': 69.27944961493027, 'period': 243.64105154711305, 'offset': 2.33204362110454} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.3885604819914, fitness increment: 0.000321387681478269 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.308789122974474, fitness increment: 0.0003923444655944408 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.16373611856457, fitness increment: 0.00039661632816534453 Fitness: 0.0011103484752380544 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.56011501446067, fitness increment: 0.0005730844810168945 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.02828857458818, fitness increment: 0.00048807248213411647 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.2101061741647, fitness increment: 3.793826730913441e-05 Fitness: 0.0010990952304601453 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.29565001031693, fitness increment: 0.0007089447982324693 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.78528508606274, fitness increment: 0.00013906108609595957 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.09209134271912, fitness increment: 7.411635441367803e-05 Fitness: 0.0009221222387421069 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.02211813801084, fitness increment: 0.0004339706047193914 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.94166680916786, fitness increment: 0.00023918927336552542 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.45888198102429, fitness increment: 0.0004299213472177543 Fitness: 0.0011030812253026712 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.88961750294331, fitness increment: 0.00044578382504345537 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.01865374366634, fitness increment: 0.0002468128674900649 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.07707261535835, fitness increment: 0.0002855542165781655 Fitness: 0.0009781509091116858 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.53619158196431, fitness increment: 0.0003896377301322307 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.73387205089917, fitness increment: 0.0004476407177346209 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.27612605518069, fitness increment: 0.00021533800899187217 Fitness: 0.0010526164568587237 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.40482348784613, fitness increment: 0.0005889934712244305 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.9655513740741, fitness increment: 0.00015289521131389705 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.13445119283129, fitness increment: 0.0002909637858389269 Fitness: 0.0010328524683772544 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.337665371653685, fitness increment: 0.000595940893991509 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.31913693928288, fitness increment: 0.00018193432153412736 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.82395065042827, fitness increment: 0.00018006332952136272 Fitness: 0.000957938545046999 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.35679575043579, fitness increment: 0.0004948873267380804 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.91019295730589, fitness increment: 0.00047164495371254667 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.79712625535476, fitness increment: 6.0681703076381766e-05 Fitness: 0.0010272139835270089 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.18987120593549, fitness increment: 0.0006113732137367212 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.421076086939564, fitness increment: 0.00011311119713608431 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.540257528041195, fitness increment: 0.0004393397778594821 Fitness: 0.0011638241887322875 >>>>> Evaluating: >>>>> [67.77292396499553, 243.03780888289552, 0.9008659130455672] >>>>> [67.14940859958281, 242.8841455475983, 0.7456360487543079] >>>>> [68.2765808670798, 243.37274468145276, -0.039481924233402244] >>>>> [70.35213936316197, 243.44191886476935, 1.2504304124820043] >>>>> [67.65345146905676, 243.0115466765126, 0.8813408190943479] >>>>> [67.65345146905676, 242.25633352901124, 0.9090717761103237] >>>>> [69.30121198084343, 244.20711702472477, 0.6905647205279256] >>>>> [67.95798010427265, 241.6912065746169, 0.35002043925448384] >>>>> [69.04920340328871, 243.1477812369375, -1.412795739999055] >>>>> [68.89859911860646, 243.59871315792807, -1.1102768813368555] >> Running individual: {'amp': 67.77292396499553, 'period': 243.03780888289552, 'offset': 0.9008659130455672} >> Running individual: {'amp': 67.14940859958281, 'period': 242.8841455475983, 'offset': 0.7456360487543079} >> Running individual: {'amp': 68.2765808670798, 'period': 243.37274468145276, 'offset': -0.039481924233402244} >> Running individual: {'amp': 70.35213936316197, 'period': 243.44191886476935, 'offset': 1.2504304124820043} >> Running individual: {'amp': 67.65345146905676, 'period': 243.0115466765126, 'offset': 0.8813408190943479} >> Running individual: {'amp': 67.65345146905676, 'period': 242.25633352901124, 'offset': 0.9090717761103237} >> Running individual: {'amp': 69.30121198084343, 'period': 244.20711702472477, 'offset': 0.6905647205279256} >> Running individual: {'amp': 67.95798010427265, 'period': 241.6912065746169, 'offset': 0.35002043925448384} >> Running individual: {'amp': 69.04920340328871, 'period': 243.1477812369375, 'offset': -1.412795739999055} >> Running individual: {'amp': 68.89859911860646, 'period': 243.59871315792807, 'offset': -1.1102768813368555} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.882716471847864, fitness increment: 0.0006440754042357222 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.760460254942494, fitness increment: 0.00022171708076268448 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.97867144583197, fitness increment: 6.879166037565554e-05 Fitness: 0.0009345841453740622 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.381257870574494, fitness increment: 0.0006992919364742223 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.68913383849109, fitness increment: 0.00021502129763106836 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.81256148133462, fitness increment: 2.5555050939818358e-05 Fitness: 0.000939868285045109 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.48811266303864, fitness increment: 0.000482547657441712 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.50077819063836, fitness increment: 0.0002972723158893853 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.501775370705964, fitness increment: 9.500240239879165e-05 Fitness: 0.000874822375729889 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.11111940184622, fitness increment: 0.0004261245611966169 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.707438308219096, fitness increment: 0.00032033616136528664 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.785868596556526, fitness increment: 0.00035593429791680453 Fitness: 0.001102395020478708 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.77836054193987, fitness increment: 0.0006553795110133542 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.73152522304777, fitness increment: 0.00021898843043832716 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.77563736925941, fitness increment: 5.9755405169781284e-05 Fitness: 0.0009341233466214627 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.25985687599707, fitness increment: 0.0007130002887527631 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.0057457478332, fitness increment: 0.00035514600553154807 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.28773639593205, fitness increment: 6.720236973567495e-07 Fitness: 0.001068818317981668 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.20342127748205, fitness increment: 0.00041806305759939377 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.019047709955245, fitness increment: 0.00015712681055457534 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.51000832009622, fitness increment: 0.00043582682405352013 Fitness: 0.0010110166922074892 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.708471362547186, fitness increment: 0.0006630049633580271 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.75826219285253, fitness increment: 0.0005958453428046573 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.9174209853997, fitness increment: 3.3225300847594674e-05 Fitness: 0.001292075607010279 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.41228647522092, fitness increment: 0.00031958175596857874 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.88684769253511, fitness increment: 0.0006159404585603934 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.09069362896782, fitness increment: 3.3962453397040626e-05 Fitness: 0.0009694846679260127 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.26185853306285, fitness increment: 0.00033111776893701705 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.645722726772576, fitness increment: 0.0004358748503606735 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.64252258947514, fitness increment: 0.00010277523234991648 Fitness: 0.0008697678516476071 >>>>> Evaluating: >>>>> [69.53408226286254, 243.20720130848392, -0.2692983986138425] >>>>> [69.12482073907529, 243.6004308326888, -0.9842288348906277] >>>>> [68.00880868807607, 244.24584964220378, 1.3877313096932644] >>>>> [66.31962514749631, 244.40597017667113, 1.0050500517427148] >>>>> [67.36875859921359, 243.1463034009178, 1.2998936059109432] >>>>> [67.92544399837776, 242.56126559995576, 0.3617004495310941] >>>>> [69.47399272343281, 243.17765259825353, 0.8896163334871487] >>>>> [66.23758241084873, 242.6903057385987, 0.6315408817978008] >>>>> [68.5391714427463, 243.03635518755993, 0.5099006951283234] >>>>> [68.47910764393424, 243.0572839662245, -0.08656207069456945] >> Running individual: {'amp': 69.53408226286254, 'period': 243.20720130848392, 'offset': -0.2692983986138425} >> Running individual: {'amp': 69.12482073907529, 'period': 243.6004308326888, 'offset': -0.9842288348906277} >> Running individual: {'amp': 68.00880868807607, 'period': 244.24584964220378, 'offset': 1.3877313096932644} >> Running individual: {'amp': 66.31962514749631, 'period': 244.40597017667113, 'offset': 1.0050500517427148} >> Running individual: {'amp': 67.36875859921359, 'period': 243.1463034009178, 'offset': 1.2998936059109432} >> Running individual: {'amp': 67.92544399837776, 'period': 242.56126559995576, 'offset': 0.3617004495310941} >> Running individual: {'amp': 69.47399272343281, 'period': 243.17765259825353, 'offset': 0.8896163334871487} >> Running individual: {'amp': 66.23758241084873, 'period': 242.6903057385987, 'offset': 0.6315408817978008} >> Running individual: {'amp': 68.5391714427463, 'period': 243.03635518755993, 'offset': 0.5099006951283234} >> Running individual: {'amp': 68.47910764393424, 'period': 243.0572839662245, 'offset': -0.08656207069456945} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.7427624844912, fitness increment: 0.00037249520545235004 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.01782534833743, fitness increment: 0.00048660567207181593 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.83355815138974, fitness increment: 0.00011381398557841482 Fitness: 0.0009729148631025808 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.34096407842311, fitness increment: 0.00032502585213034507 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.69228807906044, fitness increment: 0.00044207073444912925 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.96984402467396, fitness increment: 0.00012203304921498681 Fitness: 0.0008891296357944611 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.35662569728837, fitness increment: 0.0005939753527719471 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.266784194994194, fitness increment: 4.855426291594522e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.15578723160276, fitness increment: 0.00039573789875746446 Fitness: 0.0010382675144453568 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.29908789312975, fitness increment: 0.0007085558813105797 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.074598159846865, fitness increment: 1.0113141159395767e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.66565955807194, fitness increment: 0.00024825241664860886 Fitness: 0.0009669214391185843 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.18978903792228, fitness increment: 0.0007209726374598491 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.85102786545133, fitness increment: 0.00014403041632971014 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.37502485452242, fitness increment: 8.826399740347046e-05 Fitness: 0.0009532670511930297 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.25035326972376, fitness increment: 0.0006050340158858525 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.25193732212195, fitness increment: 0.0003852249366310678 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.00948394014919, fitness increment: 7.978092778637702e-06 Fitness: 0.000998237045295558 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.51069642043975, fitness increment: 0.0004804411701941902 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.86532255265987, fitness increment: 0.00033853647185277946 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.847924458906334, fitness increment: 0.00018185443771079335 Fitness: 0.001000832079757763 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.55651366876327, fitness increment: 0.0007950329514718746 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.40728498485532, fitness increment: 0.00018956641933765006 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.31788768883885, fitness increment: 8.163509598313468e-07 Fitness: 0.000985415721769356 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.959969409286614, fitness increment: 0.0005331217901605179 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.7607145207246, fitness increment: 0.0003264214888032413 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.22839355646479, fitness increment: 8.077780131765522e-05 Fitness: 0.0009403210802814144 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.51604295266593, fitness increment: 0.0004799431490027928 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.27236375253136, fitness increment: 0.00038777543605761355 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.64800085643989, fitness increment: 5.4400323312719934e-05 Fitness: 0.0009221189083731263 >>>>> Evaluating: >>>>> [68.67669027499826, 243.56804852051656, -0.8924217069105895] >>>>> [70.42050208113268, 243.2376501548855, 1.0432742783906956] >>>>> [68.9943792944892, 243.63690335537373, -0.7599487904547793] >>>>> [69.1736848518314, 243.70947572218682, 0.9771198006849495] >>>>> [67.64973397109674, 244.18374657028176, -0.23264293342280118] >>>>> [67.80692618490492, 243.8550328597812, 0.9144344442673958] >>>>> [68.39917793673888, 242.75418388559703, 0.5840346750978018] >>>>> [67.8622794307702, 243.01118686707602, -0.6149982904048429] >>>>> [69.18240535792282, 244.74089370069953, 0.6481338296862291] >>>>> [67.748928518883, 243.08687010842593, 2.306916476298093] >> Running individual: {'amp': 68.67669027499826, 'period': 243.56804852051656, 'offset': -0.8924217069105895} >> Running individual: {'amp': 70.42050208113268, 'period': 243.2376501548855, 'offset': 1.0432742783906956} >> Running individual: {'amp': 68.9943792944892, 'period': 243.63690335537373, 'offset': -0.7599487904547793} >> Running individual: {'amp': 69.1736848518314, 'period': 243.70947572218682, 'offset': 0.9771198006849495} >> Running individual: {'amp': 67.64973397109674, 'period': 244.18374657028176, 'offset': -0.23264293342280118} >> Running individual: {'amp': 67.80692618490492, 'period': 243.8550328597812, 'offset': 0.9144344442673958} >> Running individual: {'amp': 68.39917793673888, 'period': 242.75418388559703, 'offset': 0.5840346750978018} >> Running individual: {'amp': 67.8622794307702, 'period': 243.01118686707602, 'offset': -0.6149982904048429} >> Running individual: {'amp': 69.18240535792282, 'period': 244.74089370069953, 'offset': 0.6481338296862291} >> Running individual: {'amp': 67.748928518883, 'period': 243.08687010842593, 'offset': 2.306916476298093} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.82456247380836, fitness increment: 0.00036581340878838464 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.31153431425294, fitness increment: 0.0003926898927700817 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.57757377026027, fitness increment: 9.915044256991745e-05 Fitness: 0.0008576537441283838 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.24658611299359, fitness increment: 0.00041431949321468764 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.34699382903376, fitness increment: 0.00039716540566769876 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.99677577609905, fitness increment: 0.0002780690959276466 Fitness: 0.001089553994810033 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.02198889897702, fitness increment: 0.00034993555568507695 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.2995276862817, fitness increment: 0.0003911802198865999 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.18834962220875, fitness increment: 0.00013580827820292019 Fitness: 0.000876924053774597 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.49243174551863, fitness increment: 0.00048214444162131276 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.56735657193852, fitness increment: 0.0002038265458476074 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.29354284358011, fitness increment: 0.00030622796118606743 Fitness: 0.0009921989486549876 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.61383877034882, fitness increment: 0.00047087912054555314 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.7293880094854, fitness increment: 0.00013490455788356392 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.052368269902146, fitness increment: 0.00019748855096035633 Fitness: 0.0008032722293894734 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.410158797047565, fitness increment: 0.000588443283675133 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.306908393473094, fitness increment: 0.00010552776535444064 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.44925354092432, fitness increment: 0.00022967809015905782 Fitness: 0.0009236491391886315 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.57734174740441, fitness increment: 0.0005713330695360508 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.07383248698097, fitness increment: 0.00036334247133429365 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.26761715027814, fitness increment: 3.9931571104601105e-05 Fitness: 0.0009746071119749455 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.46170972153457, fitness increment: 0.00048501621103491654 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.39398644032842, fitness increment: 0.00040313559127802545 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.453774290559686, fitness increment: 1.6472488040375488e-05 Fitness: 0.0009046242903533175 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.460132495255294, fitness increment: 0.00039604660201553177 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.9500369071513, fitness increment: 8.351923240068615e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.72159134305009, fitness increment: 0.0005875435119538919 Fitness: 0.0010671093463701098 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.48638173510587, fitness increment: 0.000803456874449493 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.248948434206724, fitness increment: 0.00010177851586501419 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.518747001177005, fitness increment: 0.00015803559577376447 Fitness: 0.0010632709860882716 >>>>> Evaluating: >>>>> [68.22828500097752, 243.8592006472959, -0.2477645781954942] >>>>> [69.15494861629291, 243.9751464777069, -1.0044023573006242] >>>>> [68.12667692437621, 243.12345803933812, 0.318191856671034] >>>>> [69.19281755782606, 245.31214643251792, -0.6122220422437968] >>>>> [66.67038422672012, 243.68498552184136, 1.573184643187424] >>>>> [67.56940788510876, 243.3645577792279, 1.7605345761588338] >>>>> [67.01061458601615, 243.3481030716448, -1.1155069737268175] >>>>> [67.27127340815976, 243.3077709583748, 1.6986240400599166] >>>>> [68.2852715551077, 243.35271565050007, -0.7194069323744408] >>>>> [68.24836131342873, 243.49309076391563, -0.6159481547062476] >> Running individual: {'amp': 68.22828500097752, 'period': 243.8592006472959, 'offset': -0.2477645781954942} >> Running individual: {'amp': 69.15494861629291, 'period': 243.9751464777069, 'offset': -1.0044023573006242} >> Running individual: {'amp': 68.12667692437621, 'period': 243.12345803933812, 'offset': 0.318191856671034} >> Running individual: {'amp': 69.19281755782606, 'period': 245.31214643251792, 'offset': -0.6122220422437968} >> Running individual: {'amp': 66.67038422672012, 'period': 243.68498552184136, 'offset': 1.573184643187424} >> Running individual: {'amp': 67.56940788510876, 'period': 243.3645577792279, 'offset': 1.7605345761588338} >> Running individual: {'amp': 67.01061458601615, 'period': 243.3481030716448, 'offset': -1.1155069737268175} >> Running individual: {'amp': 67.27127340815976, 'period': 243.3077709583748, 'offset': 1.6986240400599166} >> Running individual: {'amp': 68.2852715551077, 'period': 243.35271565050007, 'offset': -0.7194069323744408} >> Running individual: {'amp': 68.24836131342873, 'period': 243.49309076391563, 'offset': -0.6159481547062476} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.955998543157776, fitness increment: 0.0004398457572514225 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.7859510169618, fitness increment: 0.00022413491577599753 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.66868201502637, fitness increment: 0.00016867755036298338 Fitness: 0.0008326582233904034 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.62280693802953, fitness increment: 0.00030378046308110473 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.039468776768565, fitness increment: 0.00035919400012651703 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.05167116192472, fitness increment: 0.00019743414750161836 Fitness: 0.0008604086107092401 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.837445566241215, fitness increment: 0.0005452139945474332 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.47131574928352, fitness increment: 0.00029405433444140705 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.96396943330244, fitness increment: 6.811597616884768e-05 Fitness: 0.000907384305157688 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.06445503980609, fitness increment: 0.00027193179059370465 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.10157179300138, fitness increment: 9.255052751067083e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.775769655871095, fitness increment: 0.0005948552259610329 Fitness: 0.0009593375440654084 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.620833968778335, fitness increment: 0.000787346030288516 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.07729880853376, fitness increment: 4.052654821040669e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.63804589909365, fitness increment: 0.0001664749157744838 Fitness: 0.0009943474942734065 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.04652652299657, fitness increment: 0.000737410765225821 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.161631598808654, fitness increment: 9.625825584924641e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.67091808511104, fitness increment: 0.0001688388829043097 Fitness: 0.0010025079039793772 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.40949279846368, fitness increment: 0.0004899167705217922 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.62908463664765, fitness increment: 0.0003114903610162978 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.266968222763055, fitness increment: 1.2529850337728021e-05 Fitness: 0.000813936981875818 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.80474383904191, fitness increment: 0.0007655725067630126 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.09066842969637, fitness increment: 9.188522742431537e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.183231718098405, fitness increment: 0.00013547721109374855 Fitness: 0.0009929349452810765 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.16320417647823, fitness increment: 0.000421566105238913 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.2235803995232, fitness increment: 0.00038169814885624653 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.768589344473064, fitness increment: 5.945314494093523e-05 Fitness: 0.0008627173990360948 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.11490216649568, fitness increment: 0.0004257926694297698 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.83783620396508, fitness increment: 0.0003353318327243837 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.2618327037353, fitness increment: 8.245583306132342e-05 Fitness: 0.0008435803352154769 [67.64973397109674, 244.18374657028176, -0.23264293342280118] : 0.0008032722293894734 Fittest individual: [67.64973397109674, 244.18374657028176, -0.23264293342280118] : 0.0008032722293894734 >> Running individual: {'amp': 67.64973397109674, 'period': 244.18374657028176, 'offset': -0.23264293342280118} WARNING:root:trough_phase_adaptation raising an error WARNING:pyelectro.analysis:Single spike width algorithm failure - setting to 0 WARNING:pyelectro.analysis:First spike width <1e-6s, this indicates a problem WARNING:pyelectro.analysis:Single spike width algorithm failure - setting to 0 WARNING:pyelectro.analysis:First spike width <1e-6s, this indicates a problem odict_keys(['amp', 'amp_increment', 'period', 'period_increment', 'offset']) >> Running individual: OrderedDict({'amp': 15, 'amp_increment': 5, 'period': 125, 'period_increment': 50, 'offset': 10}) Surrogate analysis { 'wave_0:average_last_1percent': 6.27267562797754, 'wave_0:average_maximum': 24.99995262592391, 'wave_0:average_minimum': -4.999952625923928, 'wave_0:first_spike_time': 31.300000000000175, 'wave_0:interspike_time_covar': 0.0002799736818529884, 'wave_0:max_interspike_time': 125.00000000002842, 'wave_0:max_peak_no': 8, 'wave_0:maximum': 24.99995262592407, 'wave_0:mean_spike_frequency': 8.000914390214769, 'wave_0:min_interspike_time': 124.9000000000284, 'wave_0:min_peak_no': 8, 'wave_0:minimum': -4.999952625924099, 'wave_0:peak_decay_exponent': 3.961295393873245e-17, 'wave_0:peak_linear_gradient': 3.020449169848346e-16, 'wave_0:spike_broadening': 0.0, 'wave_0:spike_frequency_adaptation': -0.004480232188142426, 'wave_0:spike_width_adaptation': 0.016829062223797542, 'wave_0:trough_decay_exponent': -7.237181465252091e-17, 'wave_1:average_last_1percent': -8.277879787394172, 'wave_1:average_maximum': 29.99996777272905, 'wave_1:average_minimum': -9.999967772729041, 'wave_1:first_spike_time': 43.70000000000035, 'wave_1:interspike_time_covar': 0.00036140316109397214, 'wave_1:max_interspike_time': 175.0999999999915, 'wave_1:max_peak_no': 6, 'wave_1:maximum': 29.99996777272916, 'wave_1:mean_spike_frequency': 5.7142857142848, 'wave_1:min_interspike_time': 174.90000000002917, 'wave_1:min_peak_no': 5, 'wave_1:minimum': -9.999967772729132, 'wave_1:peak_decay_exponent': 5.029270438607554e-17, 'wave_1:peak_linear_gradient': 2.0324889517796411e-16, 'wave_1:spike_broadening': 0.0, 'wave_1:spike_frequency_adaptation': 0.016747570045383825, 'wave_1:spike_width_adaptation': 0.020804941968161256, 'wave_1:trough_decay_exponent': -1.5304896693717322e-16, 'wave_1:trough_phase_adaptation': 0.006389989978676799} Surrogate analysis { 'wave_0:average_maximum': 24.99995262592391, 'wave_0:average_minimum': -4.999952625923928, 'wave_0:mean_spike_frequency': 8.000914390214769, 'wave_1:average_maximum': 29.99996777272905, 'wave_1:average_minimum': -9.999967772729041, 'wave_1:mean_spike_frequency': 5.7142857142848} Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [7.4987115473397985, 0.14852473704754843, 224.70336300088977, 132.05497866339837, 14.93979334368058] >>>>> [10.050104799252498, 18.073767488633848, 181.66578885083285, 141.37676962312622, 8.816319873541817] >>>>> [13.22648346259503, 15.347377486286941, 225.6310764308252, 13.828222597888328, 4.811598438773263] >>>>> [10.358306317562954, 10.751083932312016, 76.28060420992381, 37.314217018092194, 3.1146511689452243] >>>>> [13.98457141101084, -1.1734857186230734, 139.29568388933444, 75.67587070365815, -6.626067769981674] >>>>> [21.217092276177205, 0.34115059729945685, 212.59112795911696, 79.48939839658638, 12.611534765836522] >>>>> [7.180178669464031, 0.10957886676423456, 126.0099125373755, 89.183508739129, -5.792982293458238] >>>>> [16.11842109967624, 10.767062036315801, 185.78432497164818, 142.3568356149757, -8.381558135288113] >>>>> [17.08790287175888, 13.33740396805695, 209.7205741858399, 6.761854635273522, 3.060674554656398] >>>>> [14.811557689663609, -2.843427776815414, 226.54932225702552, 82.77450323619625, 12.222309602716512] >>>>> [14.400797726283688, 15.855259633443376, 185.50173810336088, 32.2027468542324, -11.361849086301426] >>>>> [12.828224973624582, 17.02497783936456, 136.18871525085677, 120.13923584743455, -1.711835888207851] >>>>> [12.837584909817698, -2.502464749075301, 209.47712903448746, 97.27336373590052, -5.8848437858896325] >>>>> [21.212955971590915, 11.163260783076987, 212.61128449067624, 43.55316695245433, -3.6137527309298783] >>>>> [5.949261912603465, 1.3776041870258418, 98.73505026490895, 153.78911111705864, 10.021262060548832] >>>>> [17.911711925897343, 2.5368207556395532, 164.05729832873524, 148.40498830439384, 1.4237960900304145] >>>>> [15.906268344061049, 2.8347626091567406, 184.62550116584563, 50.10638358605627, -2.167146663198519] >>>>> [10.767396714336517, 10.59345110760555, 218.1277135406, 43.615004540179484, -4.349594964072121] >>>>> [4.918909764496128, 7.094784221234287, 116.96480760300766, 92.0370244443865, -9.832742824502635] >>>>> [15.03664238569366, 16.614881662165295, 155.7651113984765, 25.320856748108667, 11.822535180263108] >> Running individual: {'amp': 7.4987115473397985, 'amp_increment': 0.14852473704754843, 'period': 224.70336300088977, 'period_increment': 132.05497866339837, 'offset': 14.93979334368058} >> Running individual: {'amp': 10.050104799252498, 'amp_increment': 18.073767488633848, 'period': 181.66578885083285, 'period_increment': 141.37676962312622, 'offset': 8.816319873541817} >> Running individual: {'amp': 13.22648346259503, 'amp_increment': 15.347377486286941, 'period': 225.6310764308252, 'period_increment': 13.828222597888328, 'offset': 4.811598438773263} >> Running individual: {'amp': 10.358306317562954, 'amp_increment': 10.751083932312016, 'period': 76.28060420992381, 'period_increment': 37.314217018092194, 'offset': 3.1146511689452243} >> Running individual: {'amp': 13.98457141101084, 'amp_increment': -1.1734857186230734, 'period': 139.29568388933444, 'period_increment': 75.67587070365815, 'offset': -6.626067769981674} >> Running individual: {'amp': 21.217092276177205, 'amp_increment': 0.34115059729945685, 'period': 212.59112795911696, 'period_increment': 79.48939839658638, 'offset': 12.611534765836522} >> Running individual: {'amp': 7.180178669464031, 'amp_increment': 0.10957886676423456, 'period': 126.0099125373755, 'period_increment': 89.183508739129, 'offset': -5.792982293458238} >> Running individual: {'amp': 16.11842109967624, 'amp_increment': 10.767062036315801, 'period': 185.78432497164818, 'period_increment': 142.3568356149757, 'offset': -8.381558135288113} >> Running individual: {'amp': 17.08790287175888, 'amp_increment': 13.33740396805695, 'period': 209.7205741858399, 'period_increment': 6.761854635273522, 'offset': 3.060674554656398} >> Running individual: {'amp': 14.811557689663609, 'amp_increment': -2.843427776815414, 'period': 226.54932225702552, 'period_increment': 82.77450323619625, 'offset': 12.222309602716512} >> Running individual: {'amp': 14.400797726283688, 'amp_increment': 15.855259633443376, 'period': 185.50173810336088, 'period_increment': 32.2027468542324, 'offset': -11.361849086301426} >> Running individual: {'amp': 12.828224973624582, 'amp_increment': 17.02497783936456, 'period': 136.18871525085677, 'period_increment': 120.13923584743455, 'offset': -1.711835888207851} >> Running individual: {'amp': 12.837584909817698, 'amp_increment': -2.502464749075301, 'period': 209.47712903448746, 'period_increment': 97.27336373590052, 'offset': -5.8848437858896325} >> Running individual: {'amp': 21.212955971590915, 'amp_increment': 11.163260783076987, 'period': 212.61128449067624, 'period_increment': 43.55316695245433, 'offset': -3.6137527309298783} >> Running individual: {'amp': 5.949261912603465, 'amp_increment': 1.3776041870258418, 'period': 98.73505026490895, 'period_increment': 153.78911111705864, 'offset': 10.021262060548832} >> Running individual: {'amp': 17.911711925897343, 'amp_increment': 2.5368207556395532, 'period': 164.05729832873524, 'period_increment': 148.40498830439384, 'offset': 1.4237960900304145} >> Running individual: {'amp': 15.906268344061049, 'amp_increment': 2.8347626091567406, 'period': 184.62550116584563, 'period_increment': 50.10638358605627, 'offset': -2.167146663198519} >> Running individual: {'amp': 10.767396714336517, 'amp_increment': 10.59345110760555, 'period': 218.1277135406, 'period_increment': 43.615004540179484, 'offset': -4.349594964072121} >> Running individual: {'amp': 4.918909764496128, 'amp_increment': 7.094784221234287, 'period': 116.96480760300766, 'period_increment': 92.0370244443865, 'offset': -9.832742824502635} >> Running individual: {'amp': 15.03664238569366, 'amp_increment': 16.614881662165295, 'period': 155.7651113984765, 'period_increment': 25.320856748108667, 'offset': 11.822535180263108} - Evaluating [7.4987115473397985, 0.14852473704754843, 224.70336300088977, 132.05497866339837, 14.93979334368058] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: <>, cost: ?, fitness inc: 1 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: <>, cost: ?, fitness inc: 1 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Fitness: 4.456026058631924 - Evaluating [10.050104799252498, 18.073767488633848, 181.66578885083285, 141.37676962312622, 8.816319873541817] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 18.866420465824866, cost: 0.0014025235801229385, fitness inc: 0.0014025235801229385 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.2337784752815526, cost: 0.013065740482431032, fitness inc: 0.013065740482431032 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.504334663546737, cost: 0.0022667460346539325, fitness inc: 0.022667460346539325 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.94018568360159, cost: 0.0012472095515813075, fitness inc: 0.0012472095515813075 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.30754884536228, cost: 0.019813533877622524, fitness inc: 0.019813533877622524 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.0959752321976772, cost: 0.004874979762831133, fitness inc: 0.04874979762831133 Fitness: 0.10694626546660846 - Evaluating [13.22648346259503, 15.347377486286941, 225.6310764308252, 13.828222597888328, 4.811598438773263] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 18.03807872818671, cost: 0.0018061989582117688, fitness inc: 0.0018061989582117688 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.414881037902628, cost: 0.010767296676553295, fitness inc: 0.010767296676553295 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.431969271679077, cost: 0.00462131544555322, fitness inc: 0.0462131544555322 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.3854497499381, cost: 0.000297062060873321, fitness inc: 0.000297062060873321 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -23.7622548828112, cost: 0.04232331967169989, fitness inc: 0.04232331967169989 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.176527913127592, cost: 0.001686924011832458, fitness inc: 0.01686924011832458 Fitness: 0.11827627194119505 - Evaluating [10.358306317562954, 10.751083932312016, 76.28060420992381, 37.314217018092194, 3.1146511689452243] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 13.472923395471007, cost: 0.004936102534250808, fitness inc: 0.004936102534250808 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.243630081095203, cost: 0.004676598324755199, fitness inc: 0.004676598324755199 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 13.110455588329632, cost: 0.009426448019146272, fitness inc: 0.09426448019146272 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.224020002182318, cost: 0.0008641840595059458, fitness inc: 0.0008641840595059458 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.99471889119208, cost: 0.014694685868920532, fitness inc: 0.014694685868920532 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 8.802816901407052, cost: 0.006770279084075681, fitness inc: 0.06770279084075681 Fitness: 0.187138841819652 - Evaluating [13.98457141101084, -1.1734857186230734, 139.29568388933444, 75.67587070365815, -6.626067769981674] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 7.358500868048977, cost: 0.01148550509014501, fitness inc: 0.01148550509014501 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -20.610615669324538, cost: 0.1853034769709192, fitness inc: 0.1853034769709192 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 7.178750897342753, cost: 0.0002463241115862047, fitness inc: 0.002463241115862047 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 6.185012567283517, cost: 0.014490900862882183, fitness inc: 0.014490900862882183 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.437148679904354, cost: 0.020357836131135176, fitness inc: 0.020357836131135176 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.651703686474422, cost: 0.0008061717171282679, fitness inc: 0.008061717171282679 Fitness: 0.2421626773422263 - Evaluating [21.217092276177205, 0.34115059729945685, 212.59112795911696, 79.48939839658638, 12.611534765836522] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 33.8286172220679, cost: 0.002901526234703078, fitness inc: 0.002901526234703078 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.60554823745299, cost: 0.01198839612391589, fitness inc: 0.01198839612391589 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.703668861711381, cost: 0.003947139733335159, fitness inc: 0.03947139733335159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.16977637607834, cost: 0.0004505798048940468, fitness inc: 0.0004505798048940468 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.946701950445444, cost: 0.0002587874217239161, fitness inc: 0.0002587874217239161 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.4234851078393076, cost: 0.0037359574169352205, fitness inc: 0.037359574169352205 Fitness: 0.09243026108794072 - Evaluating [7.180178669464031, 0.10957886676423456, 126.0099125373755, 89.183508739129, -5.792982293458238] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 1.387187440097406, cost: 0.020391292179929743, fitness inc: 0.020391292179929743 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -12.973151218054726, cost: 0.05601145975779287, fitness inc: 0.05601145975779287 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 7.935608207684952, cost: 1.5545527339844156e-06, fitness inc: 1.5545527339844156e-05 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 1.4967742929822914, cost: 0.020628595964296448, fitness inc: 0.020628595964296448 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.082738980761174, cost: 0.0022125861742439135, fitness inc: 0.0022125861742439135 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.646840148698135, cost: 0.0008135624359352223, fitness inc: 0.008135624359352223 Fitness: 0.10739510396295504 - Evaluating [16.11842109967624, 10.767062036315801, 185.78432497164818, 142.3568356149757, -8.381558135288113] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 7.736856434204597, cost: 0.011003492525687664, fitness inc: 0.011003492525687664 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -24.49997426708493, cost: 0.26194224303036406, fitness inc: 0.26194224303036406 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.382131324003505, cost: 0.0024935168842941113, fitness inc: 0.024935168842941113 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 18.503921534035864, cost: 0.0034146540441696294, fitness inc: 0.0034146540441696294 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -35.2670357354944, cost: 0.12965277862593638, fitness inc: 0.12965277862593638 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.0473868657621455, cost: 0.005056666558688749, fitness inc: 0.050566665586887494 Fitness: 0.48151500265598635 - Evaluating [17.08790287175888, 13.33740396805695, 209.7205741858399, 6.761854635273522, 3.060674554656398] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.148570704649494, cost: 0.0008779057787356992, fitness inc: 0.0008779057787356992 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -14.027221608241527, cost: 0.07068401043043149, fitness inc: 0.07068401043043149 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.768148766240747, cost: 0.003794851265946586, fitness inc: 0.03794851265946586 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.48597077385224, cost: 0.0003149589223242488, fitness inc: 0.0003149589223242488 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -27.364618795970813, cost: 0.06573289528404036, fitness inc: 0.06573289528404036 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.618937644341054, cost: 0.0008566136594592155, fitness inc: 0.008566136594592155 Fitness: 0.1841244196695898 - Evaluating [14.811557689663609, -2.843427776815414, 226.54932225702552, 82.77450323619625, 12.222309602716512] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.033862903126973, cost: 0.00015441693496620612, fitness inc: 0.00015441693496620612 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.589243306387391, cost: 0.005394924498478559, fitness inc: 0.005394924498478559 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.413711931733951, cost: 0.0046684968011844186, fitness inc: 0.046684968011844186 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: <>, cost: ?, fitness inc: 1 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: <>, cost: ?, fitness inc: 1 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Fitness: 2.280247338761251 - Evaluating [14.400797726283688, 15.855259633443376, 185.50173810336088, 32.2027468542324, -11.361849086301426] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 3.0389451897215634, cost: 0.017686945898449102, fitness inc: 0.017686945898449102 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -25.76263943673315, cost: 0.2869150751515045, fitness inc: 0.2869150751515045 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.390835579513937, cost: 0.0024770096247354045, fitness inc: 0.024770096247354045 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 18.89419224967323, cost: 0.0031874727320084784, fitness inc: 0.0031874727320084784 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -41.61790332830748, cost: 0.18914321242945786, fitness inc: 0.18914321242945786 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.5934772622868065, cost: 0.000896862777653662, fitness inc: 0.00896862777653662 Fitness: 0.5306714302353106 - Evaluating [12.828224973624582, 17.02497783936456, 136.18871525085677, 120.13923584743455, -1.711835888207851] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 11.116379707117447, cost: 0.007144746808247504, fitness inc: 0.007144746808247504 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -14.540053101742519, cost: 0.07829646538706214, fitness inc: 0.07829646538706214 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 7.342143906019436, cost: 0.00015816016525549426, fitness inc: 0.0015816016525549426 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.141360140635843, cost: 8.955126971499361e-05, fitness inc: 8.955126971499361e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -31.56503034069577, cost: 0.09789044695834603, fitness inc: 0.09789044695834603 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.9011703511047213, cost: 0.0023436067939403005, fitness inc: 0.023436067939403005 Fitness: 0.20843888001532862 - Evaluating [12.837584909817698, -2.502464749075301, 209.47712903448746, 97.27336373590052, -5.8848437858896325] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 6.9527363364788615, cost: 0.012013508690822627, fitness inc: 0.012013508690822627 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -18.722423985405584, cost: 0.1494832534845949, fitness inc: 0.1494832534845949 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.773839360304765, cost: 0.00378155345019604, fitness inc: 0.0378155345019604 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 4.450275120422925, cost: 0.016642478828417406, fitness inc: 0.016642478828417406 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.219961877077406, cost: 0.008946570719737923, fitness inc: 0.008946570719737923 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.2599837000810297, cost: 0.0042859148734138985, fitness inc: 0.042859148734138985 Fitness: 0.26776049495967225 - Evaluating [21.212955971590915, 11.163260783076987, 212.61128449067624, 43.55316695245433, -3.6137527309298783] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 17.599195271336228, cost: 0.002040626895040476, fitness inc: 0.002040626895040476 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -24.826701617870178, cost: 0.26841772807803443, fitness inc: 0.26841772807803443 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.703668861711381, cost: 0.003947139733335159, fitness inc: 0.03947139733335159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.76245475146972, cost: 3.970246948992173e-05, fitness inc: 3.970246948992173e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -35.98995982880906, cost: 0.13615340415843746, fitness inc: 0.13615340415843746 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.903708523096332, cost: 0.002337065101808089, fitness inc: 0.02337065101808089 Fitness: 0.4694935099524348 - Evaluating [5.949261912603465, 1.3776041870258418, 98.73505026490895, 153.78911111705864, 10.021262060548832] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: <>, cost: ?, fitness inc: 1 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: <>, cost: ?, fitness inc: 1 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Fitness: 4.456026058631924 - Evaluating [17.911711925897343, 2.5368207556395532, 164.05729832873524, 148.40498830439384, 1.4237960900304145] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 19.335499408830533, cost: 0.0011964497956261644, fitness inc: 0.0011964497956261644 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -16.487903769997374, cost: 0.10966850041884402, fitness inc: 0.10966850041884402 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.09533097647108, cost: 0.001321840392096263, fitness inc: 0.01321840392096263 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 21.872325540862676, cost: 0.0017097051289545195, fitness inc: 0.0017097051289545195 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.024732336422915, cost: 0.01864984984997775, fitness inc: 0.01864984984997775 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.2005120819326405, cost: 0.004495195414234376, fitness inc: 0.044951954142343764 Fitness: 0.18939486325670885 - Evaluating [15.906268344061049, 2.8347626091567406, 184.62550116584563, 50.10638358605627, -2.167146663198519] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 13.739112286854484, cost: 0.004711821845211017, fitness inc: 0.004711821845211017 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -18.073407080663497, cost: 0.1375770595733824, fitness inc: 0.1375770595733824 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.4163845633031915, cost: 0.0024288713204563273, fitness inc: 0.024288713204563273 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 16.573878999007277, cost: 0.004651674611923062, fitness inc: 0.004651674611923062 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.908169377724505, cost: 0.02701421741275256, fitness inc: 0.02701421741275256 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.2601533655205275, cost: 0.0015087074551942692, fitness inc: 0.015087074551942692 Fitness: 0.213330561199775 - Evaluating [10.767396714336517, 10.59345110760555, 218.1277135406, 43.615004540179484, -4.349594964072121] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 6.417797403397683, cost: 0.012727051989719018, fitness inc: 0.012727051989719018 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -15.116987887775103, cost: 0.08720195745907633, fitness inc: 0.08720195745907633 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.584527220629628, cost: 0.00423631248348133, fitness inc: 0.042363124834813304 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 17.011247482513433, cost: 0.004354843208667414, fitness inc: 0.004354843208667414 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -25.710437489182183, cost: 0.05445528032185332, fitness inc: 0.05445528032185332 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.82019610339937, cost: 0.002557066276144715, fitness inc: 0.02557066276144715 Fitness: 0.22667292057557653 - Evaluating [4.918909764496128, 7.094784221234287, 116.96480760300766, 92.0370244443865, -9.832742824502635] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 2.180939698291419, cost: 0.019669424912635458, fitness inc: 0.019669424912635458 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.84642536096266, cost: 0.03170758195476342, fitness inc: 0.03170758195476342 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.78468899521455, cost: 0.000617126150590952, fitness inc: 0.00617126150590952 Fitness: 2.28556129768927 - Evaluating [15.03664238569366, 16.614881662165295, 155.7651113984765, 25.320856748108667, 11.822535180263108] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.859167371139772, cost: 0.00012903320420876163, fitness inc: 0.00012903320420876163 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2140952677733527, cost: 0.002967889224442799, fitness inc: 0.002967889224442799 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.419309282320256, cost: 0.0009109569471746903, fitness inc: 0.009109569471746903 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.47403785647715, cost: 0.004684825706335105, fitness inc: 0.004684825706335105 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.828977847396136, cost: 0.022045392828738186, fitness inc: 0.022045392828738186 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.522573519259167, cost: 2.6262795752685086e-05, fitness inc: 0.00026262795752685086 Fitness: 0.039199338392998606 >>>>> Evaluating: >>>>> [18.007371459200428, 13.495778437273767, 184.75402784036507, 60.191943220479345, 1.9863111149078012] >>>>> [16.57001731231599, 13.205103942814315, 184.7817824231451, 14.213789432785186, 4.7149621358646625] >>>>> [5.881206819181987, 12.201496908872242, 173.9820633595721, 56.75534615442783, -9.798276040715965] >>>>> [10.355554825173462, 10.392640879712703, 125.09481584866433, 68.0266161214742, -10.447256894961265] >>>>> [21.5563124492991, 11.852279923273688, 166.77385331337425, 73.41639491502966, 13.38352899101582] >>>>> [19.26099993663981, 1.7343392188951834, 198.08899082336586, 44.36432054225677, 12.306852841222202] >>>>> [16.621269324439798, 9.979850932009834, 223.06628787663848, 69.90498040243928, 12.832885564669642] >>>>> [17.63358100220446, 9.589600654508741, 219.35535606642085, 69.89797595605997, 5.654805588909729] >>>>> [17.5069404263314, 12.282476073946475, 206.54518348081368, 47.579834074858454, 1.379893237420861] >>>>> [15.241278733535763, 13.858565925303186, 202.7703149692508, 45.67358319796652, -0.1533214390837676] >> Running individual: {'amp': 18.007371459200428, 'amp_increment': 13.495778437273767, 'period': 184.75402784036507, 'period_increment': 60.191943220479345, 'offset': 1.9863111149078012} >> Running individual: {'amp': 16.57001731231599, 'amp_increment': 13.205103942814315, 'period': 184.7817824231451, 'period_increment': 14.213789432785186, 'offset': 4.7149621358646625} >> Running individual: {'amp': 5.881206819181987, 'amp_increment': 12.201496908872242, 'period': 173.9820633595721, 'period_increment': 56.75534615442783, 'offset': -9.798276040715965} >> Running individual: {'amp': 10.355554825173462, 'amp_increment': 10.392640879712703, 'period': 125.09481584866433, 'period_increment': 68.0266161214742, 'offset': -10.447256894961265} >> Running individual: {'amp': 21.5563124492991, 'amp_increment': 11.852279923273688, 'period': 166.77385331337425, 'period_increment': 73.41639491502966, 'offset': 13.38352899101582} >> Running individual: {'amp': 19.26099993663981, 'amp_increment': 1.7343392188951834, 'period': 198.08899082336586, 'period_increment': 44.36432054225677, 'offset': 12.306852841222202} >> Running individual: {'amp': 16.621269324439798, 'amp_increment': 9.979850932009834, 'period': 223.06628787663848, 'period_increment': 69.90498040243928, 'offset': 12.832885564669642} >> Running individual: {'amp': 17.63358100220446, 'amp_increment': 9.589600654508741, 'period': 219.35535606642085, 'period_increment': 69.89797595605997, 'offset': 5.654805588909729} >> Running individual: {'amp': 17.5069404263314, 'amp_increment': 12.282476073946475, 'period': 206.54518348081368, 'period_increment': 47.579834074858454, 'offset': 1.379893237420861} >> Running individual: {'amp': 15.241278733535763, 'amp_increment': 13.858565925303186, 'period': 202.7703149692508, 'period_increment': 45.67358319796652, 'offset': -0.1533214390837676} - Evaluating [18.007371459200428, 13.495778437273767, 184.75402784036507, 60.191943220479345, 1.9863111149078012] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 19.993673377534865, cost: 0.0009348079207346371, fitness inc: 0.0009348079207346371 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -16.02105332871194, cost: 0.1018253141159795, fitness inc: 0.1018253141159795 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.4127198917448, cost: 0.0024357473332989876, fitness inc: 0.024357473332989876 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.489452971639224, cost: 0.00031558826816480146, fitness inc: 0.00031558826816480146 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -29.516827581389467, cost: 0.08162436622482727, fitness inc: 0.08162436622482727 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.0821880527956775, cost: 0.0018998498924323037, fitness inc: 0.018998498924323037 Fitness: 0.22805604878701913 - Evaluating [16.57001731231599, 13.205103942814315, 184.7817824231451, 14.213789432785186, 4.7149621358646625] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.28497103150746, cost: 0.0005149772424085652, fitness inc: 0.0005149772424085652 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.855045829974546, cost: 0.042017416699285604, fitness inc: 0.042017416699285604 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.411987552427827, cost: 0.0024371225761306015, fitness inc: 0.024371225761306015 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.49005901794769, cost: 0.0005224185619007171, fitness inc: 0.0005224185619007171 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -25.060137304795223, cost: 0.05026236877867374, fitness inc: 0.05026236877867374 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.025125628139926, cost: 0.000339270225705568, fitness inc: 0.0033927022570556797 Fitness: 0.12108110930063032 - Evaluating [5.881206819181987, 12.201496908872242, 173.9820633595721, 56.75534615442783, -9.798276040715965] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 8.284423669598599, cost: 0.012078117357722018, fitness inc: 0.012078117357722018 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -27.880972600671026, cost: 0.06942483903884644, fitness inc: 0.06942483903884644 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.334007512279053, cost: 0.0013595503456871327, fitness inc: 0.013595503456871327 Fitness: 2.323111489169402 - Evaluating [10.355554825173462, 10.392640879712703, 125.09481584866433, 68.0266161214742, -10.447256894961265] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 10.300929865950872, cost: 0.009960423322932122, fitness inc: 0.009960423322932122 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -31.195443599580006, cost: 0.09487948810448721, fitness inc: 0.09487948810448721 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.177993527507302, cost: 0.00020547858902275618, fitness inc: 0.0020547858902275618 Fitness: 2.3349077266336087 - Evaluating [21.5563124492991, 11.852279923273688, 166.77385331337425, 73.41639491502966, 13.38352899101582] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 34.93982985328636, cost: 0.0036750348940143285, fitness inc: 0.0036750348940143285 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.172767336986567, cost: 0.00930835478419123, fitness inc: 0.00930835478419123 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.995922772513754, cost: 0.0014631429555476139, fitness inc: 0.014631429555476139 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.79210760607891, cost: 0.007257447963888497, fitness inc: 0.007257447963888497 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.02505302350791, cost: 0.02291336154500112, fitness inc: 0.02291336154500112 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.163197335553079, cost: 0.0017162477202962156, fitness inc: 0.017162477202962156 Fitness: 0.07494810594553347 - Evaluating [19.26099993663981, 1.7343392188951834, 198.08899082336586, 44.36432054225677, 12.306852841222202] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.5678504286523, cost: 0.001607875188531449, fitness inc: 0.001607875188531449 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.954134076757813, cost: 0.0035516451974628716, fitness inc: 0.0035516451974628716 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.047955577990133, cost: 0.003168357162481872, fitness inc: 0.03168357162481872 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.30218776047681, cost: 0.00028263402850381425, fitness inc: 0.00028263402850381425 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.688479588869967, cost: 0.00040117520714522126, fitness inc: 0.00040117520714522126 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.124278251305398, cost: 0.00180329732777329, fitness inc: 0.0180329732777329 Fitness: 0.055559874524194974 - Evaluating [16.621269324439798, 9.979850932009834, 223.06628787663848, 69.90498040243928, 12.832885564669642] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.45414929665923, cost: 0.0007401429943967308, fitness inc: 0.0007401429943967308 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.788380132284975, cost: 0.001368198809730492, fitness inc: 0.001368198809730492 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.4829647340101175, cost: 0.004490782938891491, fitness inc: 0.04490782938891491 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.434001240653984, cost: 0.002302125953248746, fitness inc: 0.002302125953248746 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.768231324542848, cost: 0.0033023686291442367, fitness inc: 0.0033023686291442367 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.4129692832759777, cost: 0.0037702060422938333, fitness inc: 0.03770206042293833 Fitness: 0.09032272619837345 - Evaluating [17.63358100220446, 9.589600654508741, 219.35535606642085, 69.89797595605997, 5.654805588909729] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.288378488298598, cost: 0.00010935593286853784, fitness inc: 0.00010935593286853784 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.978771599867407, cost: 0.043481282523984754, fitness inc: 0.043481282523984754 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.558404558403816, cost: 0.0043010645423755545, fitness inc: 0.043010645423755545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.877983629966145, cost: 0.0002146981595892994, fitness inc: 0.0002146981595892994 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.56836788574016, cost: 0.030281127000650887, fitness inc: 0.030281127000650887 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.4572169403625344, cost: 0.0036271403173472327, fitness inc: 0.03627140317347233 Fitness: 0.15336851221432135 - Evaluating [17.5069404263314, 12.282476073946475, 206.54518348081368, 47.579834074858454, 1.379893237420861] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 18.88682806802526, cost: 0.0013932190828400692, fitness inc: 0.0013932190828400692 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -16.127038756835006, cost: 0.10358930843347725, fitness inc: 0.10358930843347725 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.841442749938717, cost: 0.003625343263251035, fitness inc: 0.03625343263251035 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.169302273945323, cost: 3.544845741476621e-05, fitness inc: 3.544845741476621e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -28.40951625202914, cost: 0.07328452443392663, fitness inc: 0.07328452443392663 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.9349422875125044, cost: 0.0022573089023131265, fitness inc: 0.022573089023131265 Fitness: 0.23712902206330033 - Evaluating [15.241278733535763, 13.858565925303186, 202.7703149692508, 45.67358319796652, -0.1533214390837676] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 15.087952565224137, cost: 0.003654525180563084, fitness inc: 0.003654525180563084 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -15.394594190797044, cost: 0.09160875536112167, fitness inc: 0.09160875536112167 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.931574405128065, cost: 0.0034221478101139624, fitness inc: 0.034221478101139624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.946513962432718, cost: 2.87709174074946e-05, fitness inc: 2.87709174074946e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -29.253158414904963, cost: 0.07960819043791445, fitness inc: 0.07960819043791445 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.025224741714128, cost: 0.0020345064085524056, fitness inc: 0.020345064085524056 Fitness: 0.22946678408367038 >>>>> Evaluating: >>>>> [12.101801912926145, 1.8567374584164735, 194.96700614679145, 140.86298631836863, 11.52617079639037] >>>>> [21.83092006410761, 13.735510571616704, 186.49269057167936, 83.57788192893125, 10.801436565410862] >>>>> [10.672462940434201, 0.7836420496447931, 151.29274953480208, 113.29987359820558, -5.2257458269142605] >>>>> [8.25373366643895, 0.012855559944468409, 150.03532770938017, 138.37137428701593, -4.474078229613772] >>>>> [13.282977850031775, 12.565338672563813, 124.88400408747124, 39.34051180747695, 2.9616557728889434] >>>>> [16.379855454485998, 11.775010241097139, 141.71640611245888, 45.0573072040748, 0.5818164151541902] >>>>> [16.436466107125774, 14.87474893102393, 173.0691528241777, 25.3039058911211, 10.904509108521752] >>>>> [13.77643055525178, 16.112103164295824, 171.82683838081374, 18.949640734626307, 3.313221288233159] >>>>> [18.563854847804624, 0.6874386131676304, 178.1971672626039, 96.46513845252963, 1.0425620608388932] >>>>> [17.718308761576036, -0.21114899365935003, 165.77653027581826, 86.92635434504486, 4.9973284881227595] >> Running individual: {'amp': 12.101801912926145, 'amp_increment': 1.8567374584164735, 'period': 194.96700614679145, 'period_increment': 140.86298631836863, 'offset': 11.52617079639037} >> Running individual: {'amp': 21.83092006410761, 'amp_increment': 13.735510571616704, 'period': 186.49269057167936, 'period_increment': 83.57788192893125, 'offset': 10.801436565410862} >> Running individual: {'amp': 10.672462940434201, 'amp_increment': 0.7836420496447931, 'period': 151.29274953480208, 'period_increment': 113.29987359820558, 'offset': -5.2257458269142605} >> Running individual: {'amp': 8.25373366643895, 'amp_increment': 0.012855559944468409, 'period': 150.03532770938017, 'period_increment': 138.37137428701593, 'offset': -4.474078229613772} >> Running individual: {'amp': 13.282977850031775, 'amp_increment': 12.565338672563813, 'period': 124.88400408747124, 'period_increment': 39.34051180747695, 'offset': 2.9616557728889434} >> Running individual: {'amp': 16.379855454485998, 'amp_increment': 11.775010241097139, 'period': 141.71640611245888, 'period_increment': 45.0573072040748, 'offset': 0.5818164151541902} >> Running individual: {'amp': 16.436466107125774, 'amp_increment': 14.87474893102393, 'period': 173.0691528241777, 'period_increment': 25.3039058911211, 'offset': 10.904509108521752} >> Running individual: {'amp': 13.77643055525178, 'amp_increment': 16.112103164295824, 'period': 171.82683838081374, 'period_increment': 18.949640734626307, 'offset': 3.313221288233159} >> Running individual: {'amp': 18.563854847804624, 'amp_increment': 0.6874386131676304, 'period': 178.1971672626039, 'period_increment': 96.46513845252963, 'offset': 1.0425620608388932} >> Running individual: {'amp': 17.718308761576036, 'amp_increment': -0.21114899365935003, 'period': 165.77653027581826, 'period_increment': 86.92635434504486, 'offset': 4.9973284881227595} - Evaluating [12.101801912926145, 1.8567374584164735, 194.96700614679145, 140.86298631836863, 11.52617079639037] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.627967264436922, cost: 7.026949791832937e-05, fitness inc: 7.026949791832937e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.5756272299188592, cost: 0.017942219614105803, fitness inc: 0.017942219614105803 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.128862674701099, cost: 0.0029976314728710207, fitness inc: 0.029976314728710207 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.484708320344065, cost: 0.0005282884751535155, fitness inc: 0.0005282884751535155 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -2.432367094755554, cost: 0.013186546216753414, fitness inc: 0.013186546216753414 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 2.977963073257431, cost: 0.005321940672716519, fitness inc: 0.053219406727165186 Fitness: 0.11492304525980646 - Evaluating [21.83092006410761, 13.735510571616704, 186.49269057167936, 83.57788192893125, 10.801436565410862] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 32.632354399001585, cost: 0.0021700881727163557, fitness inc: 0.0021700881727163557 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.029462983714321, cost: 0.03281837947911914, fitness inc: 0.03281837947911914 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.361930294905366, cost: 0.00253203695405102, fitness inc: 0.0253203695405102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.36785995659402, cost: 0.00689786413843374, fitness inc: 0.00689786413843374 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -24.7649850767459, cost: 0.04840600038908993, fitness inc: 0.04840600038908993 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.7027894347068826, cost: 0.0028829525289906233, fitness inc: 0.028829525289906233 Fitness: 0.1444422270097756 - Evaluating [10.672462940434201, 0.7836420496447931, 151.29274953480208, 113.29987359820558, -5.2257458269142605] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 5.446715159234472, cost: 0.014072803060440897, fitness inc: 0.014072803060440897 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -15.89819433775653, cost: 0.09979303829789188, fitness inc: 0.09979303829789188 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.609385327163509, cost: 0.0007053029229994179, fitness inc: 0.007053029229994179 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 6.230354499834287, cost: 0.014436570001630011, fitness inc: 0.014436570001630011 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.681846256197726, cost: 0.010310405246547028, fitness inc: 0.010310405246547028 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.779289493574606, cost: 0.0026684108623082903, fitness inc: 0.026684108623082903 Fitness: 0.1723499544595869 - Evaluating [8.25373366643895, 0.012855559944468409, 150.03532770938017, 138.37137428701593, -4.474078229613772] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 3.7796494423078957, cost: 0.01653336350638246, fitness inc: 0.01653336350638246 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -12.727806746873823, cost: 0.052796614917159035, fitness inc: 0.052796614917159035 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.66518551432908, cost: 0.0006499079126038865, fitness inc: 0.006499079126038865 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 3.792510616770275, cost: 0.01749522957014349, fitness inc: 0.01749522957014349 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.7406671273987, cost: 0.0017496124767328869, fitness inc: 0.0017496124767328869 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.467406380027161, cost: 0.0035945825562369027, fitness inc: 0.03594582556236903 Fitness: 0.13101972515882576 - Evaluating [13.282977850031775, 12.565338672563813, 124.88400408747124, 39.34051180747695, 2.9616557728889434] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 16.244621952972274, cost: 0.002853661259093032, fitness inc: 0.002853661259093032 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -10.321304130994413, cost: 0.02574896501232604, fitness inc: 0.02574896501232604 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 8.00732097917971, cost: 1.4960677363617947e-08, fitness inc: 1.4960677363617947e-07 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.809954139186164, cost: 3.671327591525664e-05, fitness inc: 3.671327591525664e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -22.8866471320223, cost: 0.03730361919643854, fitness inc: 0.03730361919643854 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 6.0893922786496475, cost: 0.00010053529284281826, fitness inc: 0.0010053529284281826 Fitness: 0.06694846127897469 - Evaluating [16.379855454485998, 11.775010241097139, 141.71640611245888, 45.0573072040748, 0.5818164151541902] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 16.961658648834753, cost: 0.002406466440917132, fitness inc: 0.002406466440917132 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -15.798026912461095, cost: 0.09814625674215238, fitness inc: 0.09814625674215238 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 7.056333058919281, cost: 0.0003251135244966008, fitness inc: 0.003251135244966008 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.736672100957897, cost: 4.137397583392488e-05, fitness inc: 4.137397583392488e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -27.57303687659813, cost: 0.06721358073906558, fitness inc: 0.06721358073906558 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.354035604335969, cost: 9.27301265956082e-05, fitness inc: 0.000927301265956082 Fitness: 0.1719861144088911 - Evaluating [16.436466107125774, 14.87474893102393, 173.0691528241777, 25.3039058911211, 10.904509108521752] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.34096589210483, cost: 0.00020455839891686534, fitness inc: 0.00020455839891686534 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.531950483689405, cost: 0.0002640888502962735, fitness inc: 0.0002640888502962735 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.778342771292275, cost: 0.0017973298794408121, fitness inc: 0.01797329879440812 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.215714423222934, cost: 0.003853880910927421, fitness inc: 0.003853880910927421 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.406693094752757, cost: 0.0246473059495107, fitness inc: 0.0246473059495107 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.040957781977796, cost: 0.00032386608306622655, fitness inc: 0.0032386608306622655 Fitness: 0.05018179373472165 - Evaluating [13.77643055525178, 16.112103164295824, 171.82683838081374, 18.949640734626307, 3.313221288233159] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 17.089644148816078, cost: 0.002330622291775719, fitness inc: 0.002330622291775719 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -10.463201141015052, cost: 0.027102782533425795, fitness inc: 0.027102782533425795 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.820044232335243, cost: 0.0017306326890541568, fitness inc: 0.017306326890541568 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.20174310868727, cost: 0.0002657060899847741, fitness inc: 0.0002657060899847741 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -26.575300988907383, cost: 0.06024470754259159, fitness inc: 0.06024470754259159 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.241776962389458, cost: 0.00015951565605398788, fitness inc: 0.0015951565605398788 Fitness: 0.10884530190885933 - Evaluating [18.563854847804624, 0.6874386131676304, 178.1971672626039, 96.46513845252963, 1.0425620608388932] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 19.606396078407744, cost: 0.0010848694460734443, fitness inc: 0.0010848694460734443 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -17.521272041612796, cost: 0.12765388241543485, fitness inc: 0.12765388241543485 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.611672278338039, cost: 0.0020764197204882207, fitness inc: 0.020764197204882207 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 20.29385008722928, cost: 0.0024365025132414564, fitness inc: 0.0024365025132414564 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.20872779976735, cost: 0.015479589102513458, fitness inc: 0.015479589102513458 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.6407766990285335, cost: 0.003062897741858639, fitness inc: 0.03062897741858639 Fitness: 0.1980480181007318 - Evaluating [17.718308761576036, -0.21114899365935003, 165.77653027581826, 86.92635434504486, 4.9973284881227595] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.71562396109749, cost: 0.0001947740054456526, fitness inc: 0.0001947740054456526 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -12.72097073749665, cost: 0.05270817028691921, fitness inc: 0.05270817028691921 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.032090722643529, cost: 0.0014109057389485313, fitness inc: 0.014109057389485313 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 22.504486045511626, cost: 0.001454461346818925, fitness inc: 0.001454461346818925 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.509825857128092, cost: 0.0014677092447309414, fitness inc: 0.0014677092447309414 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.9572615749894933, cost: 0.0022011585923700228, fitness inc: 0.022011585923700228 Fitness: 0.09194575819710027 >>>>> Evaluating: >>>>> [16.063696855996877, 12.925032215166661, 212.58335943827583, 62.573918966223694, 13.635087741443666] >>>>> [20.24975710441155, 14.444269856021455, 178.95544399463523, 9.308584480776652, 9.59978351394258] >>>>> [16.94407609532659, 14.54568039197341, 166.7447298825466, 24.774015035890443, 10.998086810106358] >>>>> [15.107444845465336, 15.794518022039064, 170.02770783272763, 25.317066918540885, 10.640161140231074] >>>>> [19.7560377566417, 0.35608289361746337, 177.7578278793274, 41.81070332826036, 11.251526381649944] >>>>> [14.69588402963303, 5.057952002073214, 199.09313982421952, 32.6498866883435, 11.97490179136991] >>>>> [21.710819796477725, 9.296239123031258, 199.51045081800018, 72.01103809677252, 12.036789733985959] >>>>> [21.034623915487842, 11.678777740311194, 174.03262885736834, 73.43057226028866, 12.60369855722784] >>>>> [18.71565322681488, -0.2927684746231745, 184.84180950892497, 84.06465353780095, 9.869527367851624] >>>>> [18.440949446608933, 0.9432111282950475, 205.26932349371074, 80.85538037048535, 4.241152000055228] >> Running individual: {'amp': 16.063696855996877, 'amp_increment': 12.925032215166661, 'period': 212.58335943827583, 'period_increment': 62.573918966223694, 'offset': 13.635087741443666} >> Running individual: {'amp': 20.24975710441155, 'amp_increment': 14.444269856021455, 'period': 178.95544399463523, 'period_increment': 9.308584480776652, 'offset': 9.59978351394258} >> Running individual: {'amp': 16.94407609532659, 'amp_increment': 14.54568039197341, 'period': 166.7447298825466, 'period_increment': 24.774015035890443, 'offset': 10.998086810106358} >> Running individual: {'amp': 15.107444845465336, 'amp_increment': 15.794518022039064, 'period': 170.02770783272763, 'period_increment': 25.317066918540885, 'offset': 10.640161140231074} >> Running individual: {'amp': 19.7560377566417, 'amp_increment': 0.35608289361746337, 'period': 177.7578278793274, 'period_increment': 41.81070332826036, 'offset': 11.251526381649944} >> Running individual: {'amp': 14.69588402963303, 'amp_increment': 5.057952002073214, 'period': 199.09313982421952, 'period_increment': 32.6498866883435, 'offset': 11.97490179136991} >> Running individual: {'amp': 21.710819796477725, 'amp_increment': 9.296239123031258, 'period': 199.51045081800018, 'period_increment': 72.01103809677252, 'offset': 12.036789733985959} >> Running individual: {'amp': 21.034623915487842, 'amp_increment': 11.678777740311194, 'period': 174.03262885736834, 'period_increment': 73.43057226028866, 'offset': 12.60369855722784} >> Running individual: {'amp': 18.71565322681488, 'amp_increment': -0.2927684746231745, 'period': 184.84180950892497, 'period_increment': 84.06465353780095, 'offset': 9.869527367851624} >> Running individual: {'amp': 18.440949446608933, 'amp_increment': 0.9432111282950475, 'period': 205.26932349371074, 'period_increment': 80.85538037048535, 'offset': 4.241152000055228} - Evaluating [16.063696855996877, 12.925032215166661, 212.58335943827583, 62.573918966223694, 13.635087741443666] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.69877960497552, cost: 0.0008236059705980514, fitness inc: 0.0008236059705980514 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.428605579270396, cost: 0.00613330463062256, fitness inc: 0.00613330463062256 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.703668861711381, cost: 0.003947139733335159, fitness inc: 0.03947139733335159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.62380961487405, cost: 0.004114600399859114, fitness inc: 0.004114600399859114 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.353636368614849, cost: 0.006643359455272613, fitness inc: 0.006643359455272613 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.634161114475483, cost: 0.003082413090275238, fitness inc: 0.030824130902752378 Fitness: 0.0880103986924563 - Evaluating [20.24975710441155, 14.444269856021455, 178.95544399463523, 9.308584480776652, 9.59978351394258] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.849528443715403, cost: 0.0008772528089797671, fitness inc: 0.0008772528089797671 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -10.649964665221763, cost: 0.02893296645375676, fitness inc: 0.02893296645375676 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.587840858291452, cost: 0.0021179605010108737, fitness inc: 0.021179605010108737 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 44.29379370891268, cost: 0.00526911635581262, fitness inc: 0.00526911635581262 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -25.094226730506755, cost: 0.0504786698859957, fitness inc: 0.0504786698859957 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.312084993359097, cost: 0.00011558151234936087, fitness inc: 0.0011558151234936087 Fitness: 0.10789342563814719 - Evaluating [16.94407609532659, 14.54568039197341, 166.7447298825466, 24.774015035890443, 10.998086810106358] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.942155949727134, cost: 0.0003230750684737327, fitness inc: 0.0003230750684737327 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.945977642338721, cost: 0.0008346177697139412, fitness inc: 0.0008346177697139412 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.997361161088184, cost: 0.0014610474461119738, fitness inc: 0.014610474461119738 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.48782955178964, cost: 0.0040267904667785626, fitness inc: 0.0040267904667785626 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.491655864840812, cost: 0.025041281688937045, fitness inc: 0.025041281688937045 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.221250489491442, cost: 0.00017367341643070855, fitness inc: 0.0017367341643070855 Fitness: 0.046572973619330105 - Evaluating [15.107444845465336, 15.794518022039064, 170.02770783272763, 25.317066918540885, 10.640161140231074] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.747597136645677, cost: 2.0867943347546714e-05, fitness inc: 2.0867943347546714e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.467273357215781, cost: 0.00026476562220645317, fitness inc: 0.00026476562220645317 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.881660981060124, cost: 0.0016343796137209265, fitness inc: 0.016343796137209265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.54211301661015, cost: 0.0034419999442617533, fitness inc: 0.0034419999442617533 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.261788154564897, cost: 0.023982044755228693, fitness inc: 0.023982044755228693 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.119017148706663, cost: 0.0002531446935207793, fitness inc: 0.002531446935207793 Fitness: 0.046584921337461505 - Evaluating [19.7560377566417, 0.35608289361746337, 177.7578278793274, 41.81070332826036, 11.251526381649944] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.007552992198118, cost: 0.0013455991505114673, fitness inc: 0.0013455991505114673 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.504500029358585, cost: 0.011333362062267427, fitness inc: 0.011333362062267427 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.625562556254718, cost: 0.0020523960483237458, fitness inc: 0.020523960483237458 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.363641953692127, cost: 4.8209819664801756e-05, fitness inc: 4.8209819664801756e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.86058792545436, cost: 0.0003028203929231754, fitness inc: 0.0003028203929231754 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.554425383330158, cost: 0.0009603885664135614, fitness inc: 0.009603885664135614 Fitness: 0.04315783757273994 - Evaluating [14.69588402963303, 5.057952002073214, 199.09313982421952, 32.6498866883435, 11.97490179136991] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.670774383051242, cost: 0.00010421096011592468, fitness inc: 0.00010421096011592468 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.720981274024984, cost: 0.004824169493631958, fitness inc: 0.004824169493631958 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.023232450080849, cost: 0.003221460652726882, fitness inc: 0.03221460652726882 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.728731577488915, cost: 7.747701534965845e-05, fitness inc: 7.747701534965845e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.778927180998262, cost: 0.0011497223417081814, fitness inc: 0.0011497223417081814 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.3146843089307625, cost: 0.0013978292636814826, fitness inc: 0.013978292636814826 Fitness: 0.05234847897488937 - Evaluating [21.710819796477725, 9.296239123031258, 199.51045081800018, 72.01103809677252, 12.036789733985959] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 33.7476071548739, cost: 0.002848673865730289, fitness inc: 0.002848673865730289 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -9.674014951364793, cost: 0.019983312296579014, fitness inc: 0.019983312296579014 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.012531328320025, cost: 0.003244581412910952, fitness inc: 0.03244581412910952 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.04384254225542, cost: 0.004391743223094657, fitness inc: 0.004391743223094657 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.970259937369477, cost: 0.01842952941250353, fitness inc: 0.01842952941250353 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.6832412523014306, cost: 0.00293909370435097, fitness inc: 0.0293909370435097 Fitness: 0.10749000997052671 - Evaluating [21.034623915487842, 11.678777740311194, 174.03262885736834, 73.43057226028866, 12.60369855722784] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 33.63831152268735, cost: 0.0027781308379291048, fitness inc: 0.0027781308379291048 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.430911455315643, cost: 0.01086752085546383, fitness inc: 0.01086752085546383 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.745805561938868, cost: 0.0018502408064121623, fitness inc: 0.018502408064121623 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 45.31708950926517, cost: 0.0060458295266426765, fitness inc: 0.0060458295266426765 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.10969705002965, cost: 0.023292869571254537, fitness inc: 0.023292869571254537 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.0409482758614494, cost: 0.001996879403916685, fitness inc: 0.01996879403916685 Fitness: 0.08145555289457862 - Evaluating [18.71565322681488, -0.2927684746231745, 184.84180950892497, 84.06465353780095, 9.869527367851624] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.585171493647586, cost: 0.000479646635700437, fitness inc: 0.000479646635700437 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.846117647717387, cost: 0.013619009667083404, fitness inc: 0.013619009667083404 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.409791723017861, cost: 0.0024412483821811826, fitness inc: 0.024412483821811826 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.292405226973596, cost: 7.558848145017283e-05, fitness inc: 7.558848145017283e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.553356301817935, cost: 0.0004880579382359196, fitness inc: 0.0004880579382359196 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.718854592784824, cost: 0.002837216172694723, fitness inc: 0.02837216172694723 Fitness: 0.06744694827122899 - Evaluating [18.440949446608933, 0.9432111282950475, 205.26932349371074, 80.85538037048535, 4.241152000055228] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.682096115581256, cost: 0.0002005323341665033, fitness inc: 0.0002005323341665033 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -14.199787836379853, cost: 0.0732125052252941, fitness inc: 0.0732125052252941 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.871513822919705, cost: 0.0035569057206334964, fitness inc: 0.035569057206334964 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 23.62530744080256, cost: 0.0010524270510633427, fitness inc: 0.0010524270510633427 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.14300511976981, cost: 0.0061340421497305675, fitness inc: 0.0061340421497305675 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.4946706272929036, cost: 0.003508180712863629, fitness inc: 0.03508180712863629 Fitness: 0.15125037109522577 >>>>> Evaluating: >>>>> [15.219067008906697, -0.054482232204586145, 179.81460807150086, 144.33637915107613, 12.542605956082006] >>>>> [16.253471003116005, 1.761643865120155, 182.3982638252993, 124.3216680662985, 10.390921324592691] >>>>> [19.023544077862788, 11.903905338252757, 179.7216793028897, 70.92371892044773, 12.238504796864316] >>>>> [17.31765995089688, 9.959896487251486, 216.51714806469226, 71.27785076899919, 13.29557478451296] >>>>> [16.923013226456053, 13.485277047566395, 170.82444353957666, 68.61877996982349, 11.646400447784954] >>>>> [17.04736863471034, 10.417326097484665, 203.4287359330154, 20.97731643759531, 10.687564221590042] >>>>> [15.534208146091428, 13.378863937902736, 212.69269893033402, 44.32855184258358, 11.935902049329314] >>>>> [16.121380936849402, 12.706282684924348, 182.7566670803896, 30.515736230044478, 11.00228751183647] >>>>> [16.317984048087695, 15.575721918988574, 166.42118070792122, 25.050530595479437, 13.609220995007659] >>>>> [15.684428394980731, 16.118636062001055, 168.7350635331529, 23.561942499675297, 11.330113619770694] >> Running individual: {'amp': 15.219067008906697, 'amp_increment': -0.054482232204586145, 'period': 179.81460807150086, 'period_increment': 144.33637915107613, 'offset': 12.542605956082006} >> Running individual: {'amp': 16.253471003116005, 'amp_increment': 1.761643865120155, 'period': 182.3982638252993, 'period_increment': 124.3216680662985, 'offset': 10.390921324592691} >> Running individual: {'amp': 19.023544077862788, 'amp_increment': 11.903905338252757, 'period': 179.7216793028897, 'period_increment': 70.92371892044773, 'offset': 12.238504796864316} >> Running individual: {'amp': 17.31765995089688, 'amp_increment': 9.959896487251486, 'period': 216.51714806469226, 'period_increment': 71.27785076899919, 'offset': 13.29557478451296} >> Running individual: {'amp': 16.923013226456053, 'amp_increment': 13.485277047566395, 'period': 170.82444353957666, 'period_increment': 68.61877996982349, 'offset': 11.646400447784954} >> Running individual: {'amp': 17.04736863471034, 'amp_increment': 10.417326097484665, 'period': 203.4287359330154, 'period_increment': 20.97731643759531, 'offset': 10.687564221590042} >> Running individual: {'amp': 15.534208146091428, 'amp_increment': 13.378863937902736, 'period': 212.69269893033402, 'period_increment': 44.32855184258358, 'offset': 11.935902049329314} >> Running individual: {'amp': 16.121380936849402, 'amp_increment': 12.706282684924348, 'period': 182.7566670803896, 'period_increment': 30.515736230044478, 'offset': 11.00228751183647} >> Running individual: {'amp': 16.317984048087695, 'amp_increment': 15.575721918988574, 'period': 166.42118070792122, 'period_increment': 25.050530595479437, 'offset': 13.609220995007659} >> Running individual: {'amp': 15.684428394980731, 'amp_increment': 16.118636062001055, 'period': 168.7350635331529, 'period_increment': 23.561942499675297, 'offset': 11.330113619770694} - Evaluating [15.219067008906697, -0.054482232204586145, 179.81460807150086, 144.33637915107613, 12.542605956082006] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.7616662726795, cost: 0.0002846636806315139, fitness inc: 0.0002846636806315139 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.6764561900673236, cost: 0.0050135596894854695, fitness inc: 0.0050135596894854695 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.561735261400746, cost: 0.0021639345734317805, fitness inc: 0.021639345734317805 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.707187760966224, cost: 0.00013627016989581353, fitness inc: 0.00013627016989581353 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -2.6219772191421185, cost: 0.012542217026721092, fitness inc: 0.012542217026721092 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.084991516272866, cost: 0.004915764791989963, fitness inc: 0.04915764791989963 Fitness: 0.08877370422095132 - Evaluating [16.253471003116005, 1.761643865120155, 182.3982638252993, 124.3216680662985, 10.390921324592691] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.644392122413034, cost: 0.00010094629171897296, fitness inc: 0.00010094629171897296 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.8625494005566186, cost: 0.0006939995062031912, fitness inc: 0.0006939995062031912 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.482456140350071, cost: 0.0023065568739418785, fitness inc: 0.023065568739418785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.406035191675908, cost: 6.586375693917734e-05, fitness inc: 6.586375693917734e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.624188991367714, cost: 0.0013152853589715185, fitness inc: 0.0013152853589715185 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.2605151613950305, cost: 0.0042840668578600916, fitness inc: 0.042840668578600916 Fitness: 0.06808233223185256 - Evaluating [19.023544077862788, 11.903905338252757, 179.7216793028897, 70.92371892044773, 12.238504796864316] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.262039058566423, cost: 0.0014618445526614066, fitness inc: 0.0014618445526614066 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.78503035903046, cost: 0.002965306178323357, fitness inc: 0.002965306178323357 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.564056196966778, cost: 0.00215982735477116, fitness inc: 0.0215982735477116 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.16594489529828, cost: 0.004473979779158976, fitness inc: 0.004473979779158976 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.688939361781415, cost: 0.017311402562724454, fitness inc: 0.017311402562724454 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.989892272908016, cost: 0.0021203315787412524, fitness inc: 0.021203315787412524 Fitness: 0.06901412240799232 - Evaluating [17.31765995089688, 9.959896487251486, 216.51714806469226, 71.27785076899919, 13.29557478451296] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.613226146736224, cost: 0.0011749523337445389, fitness inc: 0.0011749523337445389 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.022081140789362, cost: 0.0008917048639298653, fitness inc: 0.0008917048639298653 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.618226600984576, cost: 0.004153495773987492, fitness inc: 0.04153495773987492 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.57311867210157, cost: 0.002889928996745894, fitness inc: 0.002889928996745894 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.981970484766904, cost: 0.0036861994798732534, fitness inc: 0.0036861994798732534 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.474635163307379, cost: 0.003571572862320793, fitness inc: 0.03571572862320793 Fitness: 0.0858934720373764 - Evaluating [16.923013226456053, 13.485277047566395, 170.82444353957666, 68.61877996982349, 11.646400447784954] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.569405591694295, cost: 0.00047543944627548296, fitness inc: 0.00047543944627548296 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.276604606671528, cost: 7.143014825605754e-05, fitness inc: 7.143014825605754e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.854115443155614, cost: 0.0016770705461451874, fitness inc: 0.016770705461451874 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.05468057721043, cost: 0.003753322059146802, fitness inc: 0.003753322059146802 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.761884376609604, cost: 0.017598148865118568, fitness inc: 0.017598148865118568 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.176527913127592, cost: 0.001686924011832458, fitness inc: 0.01686924011832458 Fitness: 0.055538286098573364 - Evaluating [17.04736863471034, 10.417326097484665, 203.4287359330154, 20.97731643759531, 10.687564221590042] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.734924877880665, cost: 0.000279179162434251, fitness inc: 0.000279179162434251 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.3597985286899075, cost: 0.0017229611409625978, fitness inc: 0.0017229611409625978 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.915816640038556, cost: 0.0034572543240066755, fitness inc: 0.034572543240066755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 38.15225725313283, cost: 0.0017200724230855835, fitness inc: 0.0017200724230855835 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.777128021244494, cost: 0.01060340876474486, fitness inc: 0.01060340876474486 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.456327985739111, cost: 0.0011295206006369796, fitness inc: 0.011295206006369796 Fitness: 0.06019337073766384 - Evaluating [15.534208146091428, 13.378863937902736, 212.69269893033402, 44.32855184258358, 11.935902049329314] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.470099474635084, cost: 0.00022774300159178473, fitness inc: 0.00022774300159178473 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.598305146992904, cost: 0.001830319811940928, fitness inc: 0.001830319811940928 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.702010109320981, cost: 0.0039510964291114, fitness inc: 0.039510964291114004 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.84896783845325, cost: 0.0030422254633388768, fitness inc: 0.0030422254633388768 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.97716601568907, cost: 0.011231463455940172, fitness inc: 0.011231463455940172 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.891050583656978, cost: 0.0023697789642894707, fitness inc: 0.023697789642894707 Fitness: 0.07954050566682047 - Evaluating [16.121380936849402, 12.706282684924348, 182.7566670803896, 30.515736230044478, 11.00228751183647] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.123660555307016, cost: 0.0001683506785417066, fitness inc: 0.0001683506785417066 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.119086854785886, cost: 1.3246842397895975e-05, fitness inc: 1.3246842397895975e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.471956224349399, cost: 0.0023257850621706266, fitness inc: 0.023257850621706266 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.82994337712343, cost: 0.002498926374544186, fitness inc: 0.002498926374544186 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.825364807456396, cost: 0.014087397382340106, fitness inc: 0.014087397382340106 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.688782088851667, cost: 0.0007509327308925506, fitness inc: 0.007509327308925506 Fitness: 0.04753509920845567 - Evaluating [16.317984048087695, 15.575721918988574, 166.42118070792122, 25.050530595479437, 13.609220995007659] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.927196909227998, cost: 0.0009055514874920512, fitness inc: 0.0009055514874920512 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.7087547804255223, cost: 0.004875817826776374, fitness inc: 0.004875817826776374 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.008893161878645, cost: 0.0014443011511774406, fitness inc: 0.014443011511774406 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 45.50290958005999, cost: 0.006192495710464763, fitness inc: 0.006192495710464763 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.284473676470345, cost: 0.01576205763255889, fitness inc: 0.01576205763255889 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.2226139182653, cost: 0.00017271436493970782, fitness inc: 0.0017271436493970782 Fitness: 0.04390607781846356 - Evaluating [15.684428394980731, 16.118636062001055, 168.7350635331529, 23.561942499675297, 11.330113619770694] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.014532741022624, cost: 0.00015149618650611707, fitness inc: 0.00015149618650611707 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.354304463118868, cost: 0.0003889268300443227, fitness inc: 0.0003889268300443227 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.926277112716859, cost: 0.0015663942593956426, fitness inc: 0.015663942593956426 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.13316067344075, cost: 0.004451825530403464, fitness inc: 0.004451825530403464 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.472945760388605, cost: 0.024954274536381105, fitness inc: 0.024954274536381105 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.200208008319543, cost: 0.00018881148829230643, fitness inc: 0.0018881148829230643 Fitness: 0.0474985805602145 >>>>> Evaluating: >>>>> [14.495782592047624, 16.614881662165295, 154.83310238503856, 24.68289797273172, 12.347754525424657] >>>>> [13.678156711953948, 17.512372607988034, 154.91218184516, 24.78077096031582, 10.547532377241742] >>>>> [17.18009831539567, 15.904317489504347, 166.07651601453642, 23.009274124206332, 11.72485731627184] >>>>> [16.636391984396713, 14.596720756974783, 166.61027106753767, 23.747930869552185, 14.878400835152426] >>>>> [15.816435436076558, 15.619755864135824, 167.0841729131656, 24.735158251854816, 12.110830230778921] >>>>> [16.84194773099939, 14.145046471141104, 165.7092840452597, 24.50281188793122, 10.787424015782452] >>>>> [19.581045090609265, 13.708942622127012, 176.6833240623064, 41.740871278874394, 10.625500093011972] >>>>> [16.699996577641862, 16.30407549164628, 177.69044308492036, 25.90936175146826, 13.372205833421122] >>>>> [14.765529906211256, 7.866515638044473, 180.22862175463086, 24.350005446928296, 14.164915322098667] >>>>> [19.279517336013075, 7.575835394229717, 184.83844673745247, 23.350501758460624, 10.321891810518435] >> Running individual: {'amp': 14.495782592047624, 'amp_increment': 16.614881662165295, 'period': 154.83310238503856, 'period_increment': 24.68289797273172, 'offset': 12.347754525424657} >> Running individual: {'amp': 13.678156711953948, 'amp_increment': 17.512372607988034, 'period': 154.91218184516, 'period_increment': 24.78077096031582, 'offset': 10.547532377241742} >> Running individual: {'amp': 17.18009831539567, 'amp_increment': 15.904317489504347, 'period': 166.07651601453642, 'period_increment': 23.009274124206332, 'offset': 11.72485731627184} >> Running individual: {'amp': 16.636391984396713, 'amp_increment': 14.596720756974783, 'period': 166.61027106753767, 'period_increment': 23.747930869552185, 'offset': 14.878400835152426} >> Running individual: {'amp': 15.816435436076558, 'amp_increment': 15.619755864135824, 'period': 167.0841729131656, 'period_increment': 24.735158251854816, 'offset': 12.110830230778921} >> Running individual: {'amp': 16.84194773099939, 'amp_increment': 14.145046471141104, 'period': 165.7092840452597, 'period_increment': 24.50281188793122, 'offset': 10.787424015782452} >> Running individual: {'amp': 19.581045090609265, 'amp_increment': 13.708942622127012, 'period': 176.6833240623064, 'period_increment': 41.740871278874394, 'offset': 10.625500093011972} >> Running individual: {'amp': 16.699996577641862, 'amp_increment': 16.30407549164628, 'period': 177.69044308492036, 'period_increment': 25.90936175146826, 'offset': 13.372205833421122} >> Running individual: {'amp': 14.765529906211256, 'amp_increment': 7.866515638044473, 'period': 180.22862175463086, 'period_increment': 24.350005446928296, 'offset': 14.164915322098667} >> Running individual: {'amp': 19.279517336013075, 'amp_increment': 7.575835394229717, 'period': 184.83844673745247, 'period_increment': 23.350501758460624, 'offset': 10.321891810518435} - Evaluating [14.495782592047624, 16.614881662165295, 154.83310238503856, 24.68289797273172, 12.347754525424657] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.843527505851423, cost: 0.00012687173369752003, fitness inc: 0.00012687173369752003 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.1480181774420983, cost: 0.007534242870570251, fitness inc: 0.007534242870570251 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.458279514336413, cost: 0.0008666570656774564, fitness inc: 0.008666570656774564 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.45840338855434, cost: 0.004674010842780296, fitness inc: 0.004674010842780296 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.762891568904895, cost: 0.017602123732451402, fitness inc: 0.017602123732451402 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5704099821737865, cost: 1.4791817902426452e-05, fitness inc: 0.00014791817902426452 Fitness: 0.0387517380152983 - Evaluating [13.678156711953948, 17.512372607988034, 154.91218184516, 24.78077096031582, 10.547532377241742] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.22567674142232, cost: 2.2381034660901022e-05, fitness inc: 2.2381034660901022e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.130617069769304, cost: 0.003250913291280799, fitness inc: 0.003250913291280799 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.454944487476441, cost: 0.0008704051080243858, fitness inc: 0.008704051080243858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.73805833299564, cost: 0.0035594387019848295, fitness inc: 0.0035594387019848295 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.642965045979487, cost: 0.025750038551124566, fitness inc: 0.025750038551124566 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675782, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.041446436083611427 - Evaluating [17.18009831539567, 15.904317489504347, 166.07651601453642, 23.009274124206332, 11.72485731627184] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.904947092671232, cost: 0.0005689735623649606, fitness inc: 0.0005689735623649606 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.455228339638187, cost: 0.00019342382311982043, fitness inc: 0.00019342382311982043 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.021194605008696, cost: 0.0014265434462420457, fitness inc: 0.014265434462420457 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 44.80925288602434, cost: 0.005653807437728919, fitness inc: 0.005653807437728919 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.359547492598807, cost: 0.02922945400195065, fitness inc: 0.02922945400195065 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.288906518576488, cost: 0.00012928532237033163, fitness inc: 0.0012928532237033163 Fitness: 0.05120394651128812 - Evaluating [16.636391984396713, 14.596720756974783, 166.61027106753767, 23.747930869552185, 14.878400835152426] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.5147835808486, cost: 0.001582038694858512, fitness inc: 0.001582038694858512 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.7579842418712406, cost: 0.009714555917126999, fitness inc: 0.009714555917126999 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.002400960383217, cost: 0.0014537170353976503, fitness inc: 0.014537170353976503 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.111499252243604, cost: 0.00668491498094459, fitness inc: 0.00668491498094459 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.354698974018543, cost: 0.009334711515398553, fitness inc: 0.009334711515398553 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.2534804307846015, cost: 0.00015171268329117193, fitness inc: 0.0015171268329117193 Fitness: 0.043370518295216876 - Evaluating [15.816435436076558, 15.619755864135824, 167.0841729131656, 24.735158251854816, 12.110830230778921] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.92725620571362, cost: 0.00031981219982180065, fitness inc: 0.00031981219982180065 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.7055952510459065, cost: 0.001561258571147195, fitness inc: 0.001561258571147195 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.985156811107516, cost: 0.0014788747657449308, fitness inc: 0.014788747657449308 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.54700821303054, cost: 0.004735464578606408, fitness inc: 0.004735464578606408 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.325348296592274, cost: 0.01988787901154765, fitness inc: 0.01988787901154765 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.213764337851138, cost: 0.00017898655256987084, fitness inc: 0.0017898655256987084 Fitness: 0.04308302754427107 - Evaluating [16.84194773099939, 14.145046471141104, 165.7092840452597, 24.50281188793122, 10.787424015782452] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.629355292797555, cost: 0.00025804801862405746, fitness inc: 0.00025804801862405746 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.054520347607711, cost: 0.001036915567176222, fitness inc: 0.001036915567176222 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.034274680182503, cost: 0.0014077817276187954, fitness inc: 0.014077817276187954 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.77440449488735, cost: 0.003581436858392628, fitness inc: 0.003581436858392628 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.199560504080242, cost: 0.02369894455398447, fitness inc: 0.02369894455398447 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.25762355415273, cost: 0.00014899723958583522, fitness inc: 0.0014899723958583522 Fitness: 0.04414313467022368 - Evaluating [19.581045090609265, 13.708942622127012, 176.6833240623064, 41.740871278874394, 10.625500093011972] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.20653493883292, cost: 0.0010110312604532101, fitness inc: 0.0010110312604532101 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.955534809621831, cost: 0.01439359725973155, fitness inc: 0.01439359725973155 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.659950192437397, cost: 0.0019935192939006807, fitness inc: 0.019935192939006807 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.91547818767026, cost: 0.004995266203795756, fitness inc: 0.004995266203795756 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -22.664476161017426, cost: 0.03607445239825113, fitness inc: 0.03607445239825113 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.578230513905631, cost: 0.000921406781722145, fitness inc: 0.00921406781722145 Fitness: 0.0856236078784599 - Evaluating [16.699996577641862, 16.30407549164628, 177.69044308492036, 25.90936175146826, 13.372205833421122] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.072200376247594, cost: 0.0009595826539208208, fitness inc: 0.0009595826539208208 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.3277749598595507, cost: 0.0026030223166596533, fitness inc: 0.0026030223166596533 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.627462014630587, cost: 0.0020491216727788197, fitness inc: 0.020491216727788197 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.37627789848161, cost: 0.006904912047578149, fitness inc: 0.006904912047578149 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.631866232088328, cost: 0.02118860630683217, fitness inc: 0.02118860630683217 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.9115913555984445, cost: 0.00046020718283490414, fitness inc: 0.004602071828349041 Fitness: 0.05674941188112803 - Evaluating [14.765529906211256, 7.866515638044473, 180.22862175463086, 24.350005446928296, 14.164915322098667] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.93043643453243, cost: 0.0005764213102287252, fitness inc: 0.0005764213102287252 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.6006080225500228, cost: 0.017743764491694236, fitness inc: 0.017743764491694236 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.548619780828709, cost: 0.0021872170799495105, fitness inc: 0.021872170799495105 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.79695107554325, cost: 0.0011963210607387476, fitness inc: 0.0011963210607387476 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.46712408827876, cost: 0.000547945402472938, fitness inc: 0.000547945402472938 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.887585532746054, cost: 0.0004881315783296092, fitness inc: 0.004881315783296092 Fitness: 0.046817938847925844 - Evaluating [19.279517336013075, 7.575835394229717, 184.83844673745247, 23.350501758460624, 10.321891810518435] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.60139901825776, cost: 0.0007898488404859405, fitness inc: 0.0007898488404859405 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.95761619511548, cost: 0.01440853045125734, fitness inc: 0.01440853045125734 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.409791723017861, cost: 0.0024412483821811826, fitness inc: 0.024412483821811826 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 37.17723382687668, cost: 0.001333747670335339, fitness inc: 0.001333747670335339 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.53345132617804, cost: 0.009861998181659004, fitness inc: 0.009861998181659004 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.803073967338335, cost: 0.0005929716110184557, fitness inc: 0.0059297161101845575 Fitness: 0.056736325075734007 >>>>> Evaluating: >>>>> [14.792447532265589, 11.28701793931784, 159.1686473023987, 24.871879937913143, 13.851437210823242] >>>>> [15.332095731500331, 15.06443807505804, 157.94458080926464, 24.34873606414721, 13.764957220968821] >>>>> [16.67467512395146, 16.025352740499322, 161.51682850802212, 25.350561192281575, 13.366259720677972] >>>>> [13.898324314691571, 15.775457681467929, 160.4712641573178, 25.438509442325106, 12.997360540992174] >>>>> [14.543476669982008, 16.76834507434114, 154.5052458300398, 26.602858645418667, 11.532097494928323] >>>>> [13.102585560395308, 16.84662201085511, 154.91218184516, 25.69996431760963, 9.981589636766047] >>>>> [16.673471485458, 15.274433043080194, 180.59065018263348, 32.56042297727875, 10.843360876562244] >>>>> [14.596601153240792, 14.397374918277427, 173.25727464105046, 26.846177871168447, 11.007356744743756] >>>>> [20.598628320642266, 2.419540777497109, 177.50475124308429, 29.419144383772835, 8.81779861407015] >>>>> [20.49349792072466, 7.923138397828961, 165.45403157892068, 32.220121943892686, 11.420151495360827] >> Running individual: {'amp': 14.792447532265589, 'amp_increment': 11.28701793931784, 'period': 159.1686473023987, 'period_increment': 24.871879937913143, 'offset': 13.851437210823242} >> Running individual: {'amp': 15.332095731500331, 'amp_increment': 15.06443807505804, 'period': 157.94458080926464, 'period_increment': 24.34873606414721, 'offset': 13.764957220968821} >> Running individual: {'amp': 16.67467512395146, 'amp_increment': 16.025352740499322, 'period': 161.51682850802212, 'period_increment': 25.350561192281575, 'offset': 13.366259720677972} >> Running individual: {'amp': 13.898324314691571, 'amp_increment': 15.775457681467929, 'period': 160.4712641573178, 'period_increment': 25.438509442325106, 'offset': 12.997360540992174} >> Running individual: {'amp': 14.543476669982008, 'amp_increment': 16.76834507434114, 'period': 154.5052458300398, 'period_increment': 26.602858645418667, 'offset': 11.532097494928323} >> Running individual: {'amp': 13.102585560395308, 'amp_increment': 16.84662201085511, 'period': 154.91218184516, 'period_increment': 25.69996431760963, 'offset': 9.981589636766047} >> Running individual: {'amp': 16.673471485458, 'amp_increment': 15.274433043080194, 'period': 180.59065018263348, 'period_increment': 32.56042297727875, 'offset': 10.843360876562244} >> Running individual: {'amp': 14.596601153240792, 'amp_increment': 14.397374918277427, 'period': 173.25727464105046, 'period_increment': 26.846177871168447, 'offset': 11.007356744743756} >> Running individual: {'amp': 20.598628320642266, 'amp_increment': 2.419540777497109, 'period': 177.50475124308429, 'period_increment': 29.419144383772835, 'offset': 8.81779861407015} >> Running individual: {'amp': 20.49349792072466, 'amp_increment': 7.923138397828961, 'period': 165.45403157892068, 'period_increment': 32.220121943892686, 'offset': 11.420151495360827} - Evaluating [14.792447532265589, 11.28701793931784, 159.1686473023987, 24.871879937913143, 13.851437210823242] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.643875470598104, cost: 0.0004954747465433229, fitness inc: 0.0004954747465433229 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.9409990434301623, cost: 0.015144182364384973, fitness inc: 0.015144182364384973 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.282985674791704, cost: 0.0010745852598585959, fitness inc: 0.010745852598585959 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.93088933449381, cost: 0.0025503822697583445, fitness inc: 0.0025503822697583445 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.22801530294861, cost: 0.0011569796660226839, fitness inc: 0.0011569796660226839 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.433306166801696, cost: 5.641281865098602e-05, fitness inc: 0.0005641281865098602 Fitness: 0.030656999831805143 - Evaluating [15.332095731500331, 15.06443807505804, 157.94458080926464, 24.34873606414721, 13.764957220968821] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.097045904566983, cost: 0.0006262936899578131, fitness inc: 0.0006262936899578131 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.5671268584415794, cost: 0.010879222377536024, fitness inc: 0.010879222377536024 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.331518298086921, cost: 0.0010147881395917713, fitness inc: 0.010147881395917713 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 44.1614629300867, cost: 0.005172508387665031, fitness inc: 0.005172508387665031 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.631574181099314, cost: 0.01015741516196944, fitness inc: 0.01015741516196944 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.486215882594173, cost: 3.716827660882327e-05, fitness inc: 0.0003716827660882327 Fitness: 0.037355003779134255 - Evaluating [16.67467512395146, 16.025352740499322, 161.51682850802212, 25.350561192281575, 13.366259720677972] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.040924324971442, cost: 0.0009477965300259683, fitness inc: 0.0009477965300259683 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.308404984720583, cost: 0.0026635152086045277, fitness inc: 0.0026635152086045277 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.1911837543328785, cost: 0.0011923596500210687, fitness inc: 0.011923596500210687 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.06627494649648, cost: 0.006647688299327825, fitness inc: 0.006647688299327825 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.333747354691816, cost: 0.019923005781477543, fitness inc: 0.019923005781477543 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.3511705685610735, cost: 9.421080037530505e-05, fitness inc: 0.0009421080037530505 Fitness: 0.0430477103233996 - Evaluating [13.898324314691571, 15.775457681467929, 160.4712641573178, 25.438509442325106, 12.997360540992174] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.895678311731803, cost: 0.00013415014250939272, fitness inc: 0.00013415014250939272 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.9009541051952876, cost: 0.015439839727105609, fitness inc: 0.015439839727105609 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.231306081753782, cost: 0.0011401353171864859, fitness inc: 0.011401353171864859 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.67113914596445, cost: 0.004145383164926408, fitness inc: 0.004145383164926408 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.676396302272206, cost: 0.01029376617282829, fitness inc: 0.01029376617282829 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.379236148466116, cost: 8.021141262037901e-05, fitness inc: 0.0008021141262037901 Fitness: 0.04221660650543835 - Evaluating [14.543476669982008, 16.76834507434114, 154.5052458300398, 26.602858645418667, 11.532097494928323] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.075555525173474, cost: 4.319003785069331e-05, fitness inc: 4.319003785069331e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0113774495752246, cost: 0.0036772999784445703, fitness inc: 0.0036772999784445703 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.471654154801, cost: 0.0008517071259955822, fitness inc: 0.008517071259955822 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.843915901509504, cost: 0.00425871726076843, fitness inc: 0.00425871726076843 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.779693874892214, cost: 0.02182968392536444, fitness inc: 0.02182968392536444 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.521811154057722, cost: 2.6472079466155485e-05, fitness inc: 0.00026472079466155485 Fitness: 0.03859068325704551 - Evaluating [13.102585560395308, 16.84662201085511, 154.91218184516, 25.69996431760963, 9.981589636766047] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.08416336897716, cost: 0.00013700435635066732, fitness inc: 0.00013700435635066732 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.120988964392138, cost: 0.003284377241497438, fitness inc: 0.003284377241497438 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.454944487476441, cost: 0.0008704051080243858, fitness inc: 0.008704051080243858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.930782546109015, cost: 0.002550327560805865, fitness inc: 0.002550327560805865 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.967607594550024, cost: 0.022657451734272138, fitness inc: 0.022657451734272138 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537098560353565, cost: 2.243404590795972e-05, fitness inc: 0.0002243404590795972 Fitness: 0.037557552432249564 - Evaluating [16.673471485458, 15.274433043080194, 180.59065018263348, 32.56042297727875, 10.843360876562244] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.5168221321613, cost: 0.00023643791234606581, fitness inc: 0.00023643791234606581 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.830102891301139, cost: 0.0006428048903540651, fitness inc: 0.0006428048903540651 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.537098560353565, cost: 0.002207771576168027, fitness inc: 0.022077715761680272 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.79125568056387, cost: 0.004224014552611899, fitness inc: 0.004224014552611899 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.10453317261974, cost: 0.02796811695960244, fitness inc: 0.02796811695960244 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.69153178512709, cost: 0.0007469141619540487, fitness inc: 0.007469141619540487 Fitness: 0.06261823169613523 - Evaluating [14.596601153240792, 14.397374918277427, 173.25727464105046, 26.846177871168447, 11.007356744743756] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.603951622420613, cost: 1.3619618198124073e-05, fitness inc: 1.3619618198124073e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.589235481098232, cost: 0.0018540393566809366, fitness inc: 0.0018540393566809366 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.771672630727467, cost: 0.0018081144346274725, fitness inc: 0.018081144346274725 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.00131712820911, cost: 0.0025865900786994356, fitness inc: 0.0025865900786994356 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.9866155496197, cost: 0.014665349044426956, fitness inc: 0.014665349044426956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.997501249374536, cost: 0.00036700386166077514, fitness inc: 0.0036700386166077514 Fitness: 0.04087078106088793 - Evaluating [20.598628320642266, 2.419540777497109, 177.50475124308429, 29.419144383772835, 8.81779861407015] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.416424247126525, cost: 0.0007276678128058656, fitness inc: 0.0007276678128058656 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.780810424845889, cost: 0.041149556026939704, fitness inc: 0.041149556026939704 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.633802816900501, cost: 0.00203820991199799, fitness inc: 0.020382099119979902 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.83595888470171, cost: 8.738530476526396e-05, fitness inc: 8.738530476526396e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.200361880688092, cost: 0.004099920473839225, fitness inc: 0.004099920473839225 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.832668841366881, cost: 0.0005551003810514432, fitness inc: 0.005551003810514432 Fitness: 0.07199763254884439 - Evaluating [20.49349792072466, 7.923138397828961, 165.45403157892068, 32.220121943892686, 11.420151495360827] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.913637960933272, cost: 0.0017813256562879687, fitness inc: 0.0017813256562879687 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -9.073331864579606, cost: 0.015250374952566759, fitness inc: 0.015250374952566759 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.044487427465211, cost: 0.0013932188063713324, fitness inc: 0.013932188063713324 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.83677803295704, cost: 0.002502393826737781, fitness inc: 0.002502393826737781 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.996468647160377, cost: 0.011292991023032939, fitness inc: 0.011292991023032939 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.058808650562011, cost: 0.00030692662567788354, fitness inc: 0.0030692662567788354 Fitness: 0.04782853977911761 >>>>> Evaluating: >>>>> [16.872652152011266, 16.88360547632653, 156.55111949146104, 24.199705425198076, 10.765534571625663] >>>>> [15.054184998621132, 16.40550831424719, 154.3676613264336, 24.943494178710942, 9.180977544810764] >>>>> [14.720501389742846, 16.928516766925785, 171.56499441465647, 29.92285761639003, 10.96188660116028] >>>>> [13.104100571596375, 18.55930336817032, 167.78718982792253, 42.307076756356956, 10.565975775956957] >>>>> [13.763034121966443, 10.118210967392846, 176.11462919659812, 36.65035272304728, 11.666068672272644] >>>>> [21.155999328601517, 0.316722389366657, 176.26230426389594, 26.421053975327354, 11.200652516722768] >>>>> [16.846556198602563, -0.9584127768551205, 167.81834233011793, 30.106251718617777, 10.409366828003606] >>>>> [20.385163942449424, 13.209063349595299, 167.8461227443587, 34.850199184346415, 9.208655064105814] >>>>> [13.982667372144965, 15.925641487099492, 161.1167532187205, 25.586769261247834, 11.442444413590614] >>>>> [13.51973739898564, 14.73323747931689, 167.21524321572784, 25.46178877304538, 13.042905425718795] >> Running individual: {'amp': 16.872652152011266, 'amp_increment': 16.88360547632653, 'period': 156.55111949146104, 'period_increment': 24.199705425198076, 'offset': 10.765534571625663} >> Running individual: {'amp': 15.054184998621132, 'amp_increment': 16.40550831424719, 'period': 154.3676613264336, 'period_increment': 24.943494178710942, 'offset': 9.180977544810764} >> Running individual: {'amp': 14.720501389742846, 'amp_increment': 16.928516766925785, 'period': 171.56499441465647, 'period_increment': 29.92285761639003, 'offset': 10.96188660116028} >> Running individual: {'amp': 13.104100571596375, 'amp_increment': 18.55930336817032, 'period': 167.78718982792253, 'period_increment': 42.307076756356956, 'offset': 10.565975775956957} >> Running individual: {'amp': 13.763034121966443, 'amp_increment': 10.118210967392846, 'period': 176.11462919659812, 'period_increment': 36.65035272304728, 'offset': 11.666068672272644} >> Running individual: {'amp': 21.155999328601517, 'amp_increment': 0.316722389366657, 'period': 176.26230426389594, 'period_increment': 26.421053975327354, 'offset': 11.200652516722768} >> Running individual: {'amp': 16.846556198602563, 'amp_increment': -0.9584127768551205, 'period': 167.81834233011793, 'period_increment': 30.106251718617777, 'offset': 10.409366828003606} >> Running individual: {'amp': 20.385163942449424, 'amp_increment': 13.209063349595299, 'period': 167.8461227443587, 'period_increment': 34.850199184346415, 'offset': 9.208655064105814} >> Running individual: {'amp': 13.982667372144965, 'amp_increment': 15.925641487099492, 'period': 161.1167532187205, 'period_increment': 25.586769261247834, 'offset': 11.442444413590614} >> Running individual: {'amp': 13.51973739898564, 'amp_increment': 14.73323747931689, 'period': 167.21524321572784, 'period_increment': 25.46178877304538, 'offset': 13.042905425718795} - Evaluating [16.872652152011266, 16.88360547632653, 156.55111949146104, 24.199705425198076, 10.765534571625663] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.638175262858866, cost: 0.00025978164489803834, fitness inc: 0.00025978164489803834 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.1071083504980725, cost: 0.0011427884324340942, fitness inc: 0.0011427884324340942 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3873275421554, cost: 0.0009481351860887166, fitness inc: 0.009481351860887166 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 44.52177814992174, cost: 0.0054376188223262956, fitness inc: 0.0054376188223262956 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -22.99070606036846, cost: 0.037885582941876605, fitness inc: 0.037885582941876605 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.532503457813852, cost: 2.361269773420993e-05, fitness inc: 0.0002361269773420993 Fitness: 0.0544432506797643 - Evaluating [15.054184998621132, 16.40550831424719, 154.3676613264336, 24.943494178710942, 9.180977544810764] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.23515260381883, cost: 2.18365846694768e-05, fitness inc: 2.18365846694768e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.873196236822671, cost: 0.0007112247300454788, fitness inc: 0.0007112247300454788 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.478362270017171, cost: 0.0008442577650470406, fitness inc: 0.008442577650470406 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.64064732283318, cost: 0.0029268533160051735, fitness inc: 0.0029268533160051735 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -22.278710338419682, cost: 0.03398378814038994, fitness inc: 0.03398378814038994 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.576622797233092, cost: 1.354194162339617e-05, fitness inc: 0.0001354194162339617 Fitness: 0.046221699837814434 - Evaluating [14.720501389742846, 16.928516766925785, 171.56499441465647, 29.92285761639003, 10.96188660116028] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.682379313885168, cost: 1.7386127829643883e-05, fitness inc: 1.7386127829643883e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.7586062609953053, cost: 0.0014361731054786109, fitness inc: 0.0014361731054786109 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.828864537187233, cost: 0.0017166862485874512, fitness inc: 0.017166862485874512 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.61088481184372, cost: 0.00410621390105137, fitness inc: 0.00410621390105137 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.687125926101288, cost: 0.025958612053047503, fitness inc: 0.025958612053047503 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.963394962153339, cost: 0.00040274619706670567, fitness inc: 0.004027461970667057 Fitness: 0.052712709643948696 - Evaluating [13.104100571596375, 18.55930336817032, 167.78718982792253, 42.307076756356956, 10.565975775956957] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.670069945019367, cost: 6.602317417070402e-05, fitness inc: 6.602317417070402e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.538119754826475, cost: 0.005624868749942946, fitness inc: 0.005624868749942946 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.959475566149246, cost: 0.001516739742031814, fitness inc: 0.01516739742031814 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.22937671171487, cost: 0.003862472901960734, fitness inc: 0.003862472901960734 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.09740724242003, cost: 0.027933235877714457, fitness inc: 0.027933235877714457 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.759638267490912, cost: 0.0006508129363750337, fitness inc: 0.006508129363750337 Fitness: 0.05916212748785732 - Evaluating [13.763034121966443, 10.118210967392846, 176.11462919659812, 36.65035272304728, 11.666068672272644] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.42909492928409, cost: 6.8754018032191055e-06, fitness inc: 6.8754018032191055e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.096959668874595, cost: 0.007804306344548095, fitness inc: 0.007804306344548095 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.677946854416532, cost: 0.001963045840980393, fitness inc: 0.01963045840980393 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.547303312434735, cost: 0.000797182452152323, fitness inc: 0.000797182452152323 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.215168129745262, cost: 0.0011436907987679712, fitness inc: 0.0011436907987679712 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.69980025848826, cost: 0.0007348949360539425, fitness inc: 0.007348949360539425 Fitness: 0.036731462767614964 - Evaluating [21.155999328601517, 0.316722389366657, 176.26230426389594, 26.421053975327354, 11.200652516722768] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 32.35664051123325, cost: 0.0020164453714351938, fitness inc: 0.0020164453714351938 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -9.955334653107245, cost: 0.02240567140587235, fitness inc: 0.02240567140587235 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.673436968114373, cost: 0.0019706604493296975, fitness inc: 0.019706604493296975 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.67336430026286, cost: 0.00018525993329177037, fitness inc: 0.00018525993329177037 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.272060708373361, cost: 1.7274544908740808e-05, fitness inc: 1.7274544908740808e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.934007647711082, cost: 0.00043487333287317576, fitness inc: 0.0043487333287317576 Fitness: 0.04867998907753679 - Evaluating [16.846556198602563, -0.9584127768551205, 167.81834233011793, 30.106251718617777, 10.409366828003606] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.25591143765942, cost: 0.0001899670317498936, fitness inc: 0.0001899670317498936 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.4371788452011955, cost: 0.001924237961748121, fitness inc: 0.001924237961748121 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.959475566149246, cost: 0.001516739742031814, fitness inc: 0.01516739742031814 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.29750423077227, cost: 0.0003552732180102103, fitness inc: 0.0003552732180102103 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.478768573405434, cost: 0.004747012316611676, fitness inc: 0.004747012316611676 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.0524188455215135, cost: 0.0003129379536076504, fitness inc: 0.003129379536076504 Fitness: 0.025513267484514546 - Evaluating [20.385163942449424, 13.209063349595299, 167.8461227443587, 34.850199184346415, 9.208655064105814] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.593805069100767, cost: 0.0007872460047962937, fitness inc: 0.0007872460047962937 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.176500709498313, cost: 0.03438283147656407, fitness inc: 0.03438283147656407 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.958055290752164, cost: 0.0015188477302320313, fitness inc: 0.015188477302320313 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.80286404816742, cost: 0.004231652340937364, fitness inc: 0.004231652340937364 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -24.385567440601996, cost: 0.04606330350377774, fitness inc: 0.04606330350377774 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.933399111987387, cost: 0.00043555161374853046, fitness inc: 0.004355516137485305 Fitness: 0.10500902676588109 - Evaluating [13.982667372144965, 15.925641487099492, 161.1167532187205, 25.586769261247834, 11.442444413590614] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.42510295208525, cost: 6.748084565133539e-06, fitness inc: 6.748084565133539e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.5402141706785897, cost: 0.005615355774632014, fitness inc: 0.005615355774632014 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.206554121150985, cost: 0.0011722154522056938, fitness inc: 0.011722154522056938 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.35074791503472, cost: 0.0033291883954934542, fitness inc: 0.0033291883954934542 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.46584364812308, cost: 0.016448283339819292, fitness inc: 0.016448283339819292 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.356186395285756, cost: 9.162628497494385e-05, fitness inc: 0.0009162628497494385 Fitness: 0.03803799296631627 - Evaluating [13.51973739898564, 14.73323747931689, 167.21524321572784, 25.46178877304538, 13.042905425718795] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.562633841486115, cost: 9.115901116907299e-05, fitness inc: 9.115901116907299e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.4768234651239777, cost: 0.018737353585141392, fitness inc: 0.018737353585141392 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.9801459155594054, cost: 0.0014862255210510433, fitness inc: 0.014862255210510433 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.29586785580732, cost: 0.003297179421384744, fitness inc: 0.003297179421384744 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.210058902844617, cost: 0.006294020123433941, fitness inc: 0.006294020123433941 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.190086933955354, cost: 0.00019631777660766847, fitness inc: 0.0019631777660766847 Fitness: 0.04524514511771627 >>>>> Evaluating: >>>>> [17.670844737956813, 1.0136863418039934, 161.1045984099368, 30.256330437051115, 13.665608330476138] >>>>> [16.175781112990204, 3.9230458790174794, 163.94337695665246, 27.81300854744155, 13.832345746724883] >>>>> [15.185897262831345, -0.06221499482220938, 165.04264330040402, 24.35791145781637, 12.878572737424559] >>>>> [16.108153193312504, -1.4321786520978772, 166.48533916475984, 25.26272521368887, 14.469029548782155] >>>>> [17.24615088953765, 17.070976597895196, 163.37427965698978, 29.60497015958971, 10.709066683827208] >>>>> [15.418627314948266, 1.4368717784020422, 157.54065509687294, 25.977389586515827, 9.575851515633179] >>>>> [15.272905019023348, 16.924380331782135, 172.0623785032842, 24.11045224340355, 10.320584587726335] >>>>> [14.850664966221894, 16.84357792501285, 162.8100973777626, 27.70613053749184, 10.708690061962887] >>>>> [15.8576131911982, 14.864462285835142, 156.3703344157283, 25.47308602178106, 9.857929951703788] >>>>> [13.365608208977148, 14.334749360418277, 156.6226838756319, 25.042655783247646, 13.081996729241624] >> Running individual: {'amp': 17.670844737956813, 'amp_increment': 1.0136863418039934, 'period': 161.1045984099368, 'period_increment': 30.256330437051115, 'offset': 13.665608330476138} >> Running individual: {'amp': 16.175781112990204, 'amp_increment': 3.9230458790174794, 'period': 163.94337695665246, 'period_increment': 27.81300854744155, 'offset': 13.832345746724883} >> Running individual: {'amp': 15.185897262831345, 'amp_increment': -0.06221499482220938, 'period': 165.04264330040402, 'period_increment': 24.35791145781637, 'offset': 12.878572737424559} >> Running individual: {'amp': 16.108153193312504, 'amp_increment': -1.4321786520978772, 'period': 166.48533916475984, 'period_increment': 25.26272521368887, 'offset': 14.469029548782155} >> Running individual: {'amp': 17.24615088953765, 'amp_increment': 17.070976597895196, 'period': 163.37427965698978, 'period_increment': 29.60497015958971, 'offset': 10.709066683827208} >> Running individual: {'amp': 15.418627314948266, 'amp_increment': 1.4368717784020422, 'period': 157.54065509687294, 'period_increment': 25.977389586515827, 'offset': 9.575851515633179} >> Running individual: {'amp': 15.272905019023348, 'amp_increment': 16.924380331782135, 'period': 172.0623785032842, 'period_increment': 24.11045224340355, 'offset': 10.320584587726335} >> Running individual: {'amp': 14.850664966221894, 'amp_increment': 16.84357792501285, 'period': 162.8100973777626, 'period_increment': 27.70613053749184, 'offset': 10.708690061962887} >> Running individual: {'amp': 15.8576131911982, 'amp_increment': 14.864462285835142, 'period': 156.3703344157283, 'period_increment': 25.47308602178106, 'offset': 9.857929951703788} >> Running individual: {'amp': 13.365608208977148, 'amp_increment': 14.334749360418277, 'period': 156.6226838756319, 'period_increment': 25.042655783247646, 'offset': 13.081996729241624} - Evaluating [17.670844737956813, 1.0136863418039934, 161.1045984099368, 30.256330437051115, 13.665608330476138] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.336450188366474, cost: 0.0014967402755727832, fitness inc: 0.0014967402755727832 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.005214780765232, cost: 0.0009227018245242524, fitness inc: 0.0009227018245242524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.2073246430778815, cost: 0.001171210117694943, fitness inc: 0.01171210117694943 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.35013166566474, cost: 0.0001431757027174907, fitness inc: 0.0001431757027174907 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.018914982988788, cost: 0.005755921818894394, fitness inc: 0.005755921818894394 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.225342913127882, cost: 0.0001708027309048621, fitness inc: 0.0017080273090486209 Fitness: 0.02173866810770697 - Evaluating [16.175781112990204, 3.9230458790174794, 163.94337695665246, 27.81300854744155, 13.832345746724883] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.008119494209925, cost: 0.0009355123335438309, fitness inc: 0.0009355123335438309 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.3434244056747886, cost: 0.00654368894546542, fitness inc: 0.00654368894546542 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.099792607050417, cost: 0.0013156660003457166, fitness inc: 0.013156660003457166 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.931161551671934, cost: 0.00040050702658056547, fitness inc: 0.00040050702658056547 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.266472799751914, cost: 0.003241906588462351, fitness inc: 0.003241906588462351 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.214444009906653, cost: 0.00017850086757764672, fitness inc: 0.0017850086757764672 Fitness: 0.0260632835732858 - Evaluating [15.185897262831345, -0.06221499482220938, 165.04264330040402, 24.35791145781637, 12.878572737424559] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.064459990053468, cost: 0.0003504834480881902, fitness inc: 0.0003504834480881902 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.3073165018105093, cost: 0.006721579544783807, fitness inc: 0.006721579544783807 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.0591371788647885, cost: 0.001372460571339551, fitness inc: 0.01372460571339551 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.002235221239864, cost: 0.00010345821178092685, fitness inc: 0.00010345821178092685 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -2.2450899708211423, cost: 0.01383813950156454, fitness inc: 0.01383813950156454 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.279831045405752, cost: 0.0001348600285354662, fitness inc: 0.001348600285354662 Fitness: 0.036086866704967635 - Evaluating [16.108153193312504, -1.4321786520978772, 166.48533916475984, 25.26272521368887, 14.469029548782155] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.57717361206669, cost: 0.0011599254516606594, fitness inc: 0.0011599254516606594 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.6391132255362741, cost: 0.010432441912956447, fitness inc: 0.010432441912956447 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.006727534838082, cost: 0.0014474386559414354, fitness inc: 0.014474386559414354 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.144997942117072, cost: 1.8950844089205e-05, fitness inc: 1.8950844089205e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -0.20693891041296375, cost: 0.021887810730752633, fitness inc: 0.021887810730752633 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.215123859190865, cost: 0.00017801571570075225, fitness inc: 0.0017801571570075225 Fitness: 0.04975367265588082 - Evaluating [17.24615088953765, 17.070976597895196, 163.37427965698978, 29.60497015958971, 10.709066683827208] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.955206335051866, cost: 0.00032594654071227414, fitness inc: 0.00032594654071227414 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.537074992180755, cost: 0.0022004180957592157, fitness inc: 0.0022004180957592157 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.120700208102863, cost: 0.0012869240667541249, fitness inc: 0.012869240667541249 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 45.026178308062825, cost: 0.005819682726877606, fitness inc: 0.005819682726877606 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -23.608044232546284, cost: 0.04141920783699704, fitness inc: 0.04141920783699704 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.181347150258278, cost: 0.00020291728490240413, fitness inc: 0.0020291728490240413 Fitness: 0.06466366871691143 - Evaluating [15.418627314948266, 1.4368717784020422, 157.54065509687294, 25.977389586515827, 9.575851515633179] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.99446967736735, cost: 1.1223459939202485e-09, fitness inc: 1.1223459939202485e-09 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.8427637681913644, cost: 0.0006625485484647031, fitness inc: 0.0006625485484647031 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.347594261773827, cost: 0.0009953571744644174, fitness inc: 0.009953571744644174 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.431342439018557, cost: 0.00033006064968432725, fitness inc: 0.00033006064968432725 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.279639313326837, cost: 0.001723744985084985, fitness inc: 0.001723744985084985 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.448848930662593, cost: 5.034463889863616e-05, fitness inc: 0.0005034463889863616 Fitness: 0.013173373439210545 - Evaluating [15.272905019023348, 16.924380331782135, 172.0623785032842, 24.11045224340355, 10.320584587726335] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.593482246017743, cost: 1.3151566848779161e-05, fitness inc: 1.3151566848779161e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.952311782124449, cost: 2.1183756528930786e-06, fitness inc: 2.1183756528930786e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.811926072299439, cost: 0.001743518519188858, fitness inc: 0.01743518519188858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.517853730015126, cost: 0.004046098279508414, fitness inc: 0.004046098279508414 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.8766867314491, cost: 0.03186461232120619, fitness inc: 0.03186461232120619 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.0974894864271505, cost: 0.0002717804741225738, fitness inc: 0.002717804741225738 Fitness: 0.05607897047633059 - Evaluating [14.850664966221894, 16.84357792501285, 162.8100973777626, 27.70613053749184, 10.708690061962887] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.559344322589407, cost: 1.1682219757225276e-05, fitness inc: 1.1682219757225276e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.141962677160456, cost: 0.000686611562593864, fitness inc: 0.000686611562593864 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.141751627563234, cost: 0.0012583039048160716, fitness inc: 0.012583039048160716 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.40291603346105, cost: 0.0039724316379790015, fitness inc: 0.0039724316379790015 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.985538547265303, cost: 0.02738825403192857, fitness inc: 0.02738825403192857 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.248655032147219, cost: 0.00015490619353419888, fitness inc: 0.0015490619353419888 Fitness: 0.04619108043576137 - Evaluating [15.8576131911982, 14.864462285835142, 156.3703344157283, 25.47308602178106, 9.857929951703788] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.715532075350918, cost: 1.911638774965141e-05, fitness inc: 1.911638774965141e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.999670838252712, cost: 0.0009319557287204017, fitness inc: 0.0009319557287204017 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.395497569709959, cost: 0.0009385671509838378, fitness inc: 0.009385671509838378 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.57998673274126, cost: 0.0028936738030661546, fitness inc: 0.0028936738030661546 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.864130875639084, cost: 0.026802368977257407, fitness inc: 0.026802368977257407 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.499793757733277, cost: 3.287461131373792e-05, fitness inc: 0.0003287461131373792 Fitness: 0.04036153251976937 - Evaluating [13.365608208977148, 14.334749360418277, 156.6226838756319, 25.042655783247646, 13.081996729241624] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.447593992560808, cost: 7.823235538961804e-05, fitness inc: 7.823235538961804e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.28360297399224993, cost: 0.020339147659476642, fitness inc: 0.020339147659476642 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.384880602731767, cost: 0.0009510102472476412, fitness inc: 0.009510102472476412 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.78234282300548, cost: 0.003005086791596834, fitness inc: 0.003005086791596834 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.618343760173806, cost: 0.004952244539724426, fitness inc: 0.004952244539724426 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.504334663546737, cost: 3.149744369479457e-05, fitness inc: 0.0003149744369479457 Fitness: 0.03819978825561188 >>>>> Evaluating: >>>>> [13.846330934040433, 7.911407340766806, 155.66383830658629, 24.90883338239499, 12.602520496546456] >>>>> [14.183819418840587, 17.488232565874366, 157.23348952031137, 26.015200923273163, 14.426453711801885] >>>>> [13.749126311052429, 12.016017982045403, 164.74814776502419, 26.52120441827718, 9.922707465072895] >>>>> [14.609834786479507, 5.733596364642684, 157.1892034977534, 25.689366868155002, 10.912253609290945] >>>>> [13.155066692352777, 16.936957738757094, 154.88414145762303, 26.402016737503654, 11.469769463588182] >>>>> [16.174523915312207, 14.615307157179641, 153.28720107324415, 25.519755208733915, 10.639132478979196] >>>>> [17.983727667728814, 4.450496586536831, 158.81959050961936, 26.963975763239677, 15] >>>>> [16.59842077127891, 13.388366270014867, 157.90800484640943, 30.071323675487893, 12.486523504602863] >>>>> [15.529989894693482, 1.5128665053657837, 165.94724513171036, 28.971779829667714, 11.004979882000661] >>>>> [15.561060565490079, 0.60982569753116, 160.78114428081255, 28.89223232349623, 10.489694843371616] >> Running individual: {'amp': 13.846330934040433, 'amp_increment': 7.911407340766806, 'period': 155.66383830658629, 'period_increment': 24.90883338239499, 'offset': 12.602520496546456} >> Running individual: {'amp': 14.183819418840587, 'amp_increment': 17.488232565874366, 'period': 157.23348952031137, 'period_increment': 26.015200923273163, 'offset': 14.426453711801885} >> Running individual: {'amp': 13.749126311052429, 'amp_increment': 12.016017982045403, 'period': 164.74814776502419, 'period_increment': 26.52120441827718, 'offset': 9.922707465072895} >> Running individual: {'amp': 14.609834786479507, 'amp_increment': 5.733596364642684, 'period': 157.1892034977534, 'period_increment': 25.689366868155002, 'offset': 10.912253609290945} >> Running individual: {'amp': 13.155066692352777, 'amp_increment': 16.936957738757094, 'period': 154.88414145762303, 'period_increment': 26.402016737503654, 'offset': 11.469769463588182} >> Running individual: {'amp': 16.174523915312207, 'amp_increment': 14.615307157179641, 'period': 153.28720107324415, 'period_increment': 25.519755208733915, 'offset': 10.639132478979196} >> Running individual: {'amp': 17.983727667728814, 'amp_increment': 4.450496586536831, 'period': 158.81959050961936, 'period_increment': 26.963975763239677, 'offset': 15} >> Running individual: {'amp': 16.59842077127891, 'amp_increment': 13.388366270014867, 'period': 157.90800484640943, 'period_increment': 30.071323675487893, 'offset': 12.486523504602863} >> Running individual: {'amp': 15.529989894693482, 'amp_increment': 1.5128665053657837, 'period': 165.94724513171036, 'period_increment': 28.971779829667714, 'offset': 11.004979882000661} >> Running individual: {'amp': 15.561060565490079, 'amp_increment': 0.60982569753116, 'period': 160.78114428081255, 'period_increment': 28.89223232349623, 'offset': 10.489694843371616} - Evaluating [13.846330934040433, 7.911407340766806, 155.66383830658629, 24.90883338239499, 12.602520496546456] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.448842630012052, cost: 7.836735887911672e-05, fitness inc: 7.836735887911672e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.2437997711041195, cost: 0.012997203069692764, fitness inc: 0.012997203069692764 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4242579982002415, cost: 0.0009052703952507901, fitness inc: 0.009052703952507901 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.36024586512954, cost: 0.000492662575917624, fitness inc: 0.000492662575917624 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.155206783726529, cost: 0.00016648494805437952, fitness inc: 0.00016648494805437952 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537865152982715, cost: 2.224035026487936e-05, fitness inc: 0.0002224035026487936 Fitness: 0.02300982540770058 - Evaluating [14.183819418840587, 17.488232565874366, 157.23348952031137, 26.015200923273163, 14.426453711801885] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.098492430360274, cost: 0.006674197897029943, fitness inc: 0.006674197897029943 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.24558344203794, cost: 0.012101590655943184, fitness inc: 0.012101590655943184 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.457025920872319, cost: 4.72907473298978e-05, fitness inc: 0.000472907473298978 Fitness: 2.247261725342234 - Evaluating [13.749126311052429, 12.016017982045403, 164.74814776502419, 26.52120441827718, 9.922707465072895] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.67182734111671, cost: 6.584880605409182e-05, fitness inc: 6.584880605409182e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.8264095299369782, cost: 0.0012837640277653106, fitness inc: 0.0012837640277653106 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.070171178826302, cost: 0.0013569281892600316, fitness inc: 0.013569281892600316 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.68784318767656, cost: 0.0008380525370302871, fitness inc: 0.0008380525370302871 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.84242207718753, cost: 0.007901779452390012, fitness inc: 0.007901779452390012 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.228074761468298, cost: 0.0001688997474085241, fitness inc: 0.001688997474085241 Fitness: 0.025347724189925258 - Evaluating [14.609834786479507, 5.733596364642684, 157.1892034977534, 25.689366868155002, 10.912253609290945] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.52207673846604, cost: 1.0177508975139915e-05, fitness inc: 1.0177508975139915e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.697568037918986, cost: 0.0015806528220001503, fitness inc: 0.0015806528220001503 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.362132586842148, cost: 0.0009779460119438976, fitness inc: 0.009779460119438976 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.255674981636503, cost: 4.0878432128632625e-05, fitness inc: 4.0878432128632625e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.431167701704021, cost: 7.548594287232202e-05, fitness inc: 7.548594287232202e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.468215994530978, cost: 4.326636813622997e-05, fitness inc: 0.0004326636813622997 Fitness: 0.011919318506777521 - Evaluating [13.155066692352777, 16.936957738757094, 154.88414145762303, 26.402016737503654, 11.469769463588182] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.624827446026682, cost: 5.253497933233042e-06, fitness inc: 5.253497933233042e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.685288060265077, cost: 0.010150636733273544, fitness inc: 0.010150636733273544 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.456611570246966, cost: 0.0008685305625899531, fitness inc: 0.008685305625899531 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.56178628666048, cost: 0.0034537029742159886, fitness inc: 0.0034537029742159886 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.622234515669465, cost: 0.01705113985317741, fitness inc: 0.01705113985317741 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.515719801433279, cost: 2.817409923749903e-05, fitness inc: 0.0002817409923749903 Fitness: 0.0396277796768747 - Evaluating [16.174523915312207, 14.615307157179641, 153.28720107324415, 25.519755208733915, 10.639132478979196] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.813648489362418, cost: 0.00012279311234197898, fitness inc: 0.00012279311234197898 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.5353779369814085, cost: 0.00026750174020317985, fitness inc: 0.00026750174020317985 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.523157208087742, cost: 0.0007953497381294472, fitness inc: 0.007953497381294472 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.42895391208697, cost: 0.0033750667695384706, fitness inc: 0.0033750667695384706 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.150689797334984, cost: 0.023477703735003796, fitness inc: 0.023477703735003796 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.592841163310058, cost: 1.0539120558705761e-05, fitness inc: 0.00010539120558705761 Fitness: 0.035301953943968956 - Evaluating [17.983727667728814, 4.450496586536831, 158.81959050961936, 26.963975763239677, 15] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 32.983717875231065, cost: 0.002374005321367889, fitness inc: 0.002374005321367889 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.9837172741718345, cost: 0.0037799212109052016, fitness inc: 0.0037799212109052016 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.296436217100164, cost: 0.00105784190895708, fitness inc: 0.0105784190895708 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 37.43421514802581, cost: 0.001430827833258319, fitness inc: 0.001430827833258319 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.434217027847734, cost: 0.0015337053085534569, fitness inc: 0.0015337053085534569 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.382131324003505, cost: 7.883129111929676e-05, fitness inc: 0.0007883129111929676 Fitness: 0.020485191674848635 - Evaluating [16.59842077127891, 13.388366270014867, 157.90800484640943, 30.071323675487893, 12.486523504602863] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.084941702939947, cost: 0.0006226008894033574, fitness inc: 0.0006226008894033574 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.11187772522423, cost: 0.0007355710465808407, fitness inc: 0.0007355710465808407 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3331222292580645, cost: 0.0010128410634405727, fitness inc: 0.010128410634405727 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.47329686986055, cost: 0.004017461239793074, fitness inc: 0.004017461239793074 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.50025040416765, cost: 0.012956012258570238, fitness inc: 0.012956012258570238 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.319856363877379, cost: 0.00011115859609023282, fitness inc: 0.0011115859609023282 Fitness: 0.029571642029655565 - Evaluating [15.529989894693482, 1.5128665053657837, 165.94724513171036, 28.971779829667714, 11.004979882000661] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.534963069737596, cost: 8.795952616802438e-05, fitness inc: 8.795952616802438e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.5249986696449485, cost: 0.00021050217914198033, fitness inc: 0.00021050217914198033 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.026274557067881, cost: 0.001419242207906013, fitness inc: 0.01419242207906013 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.04782829673345, cost: 9.879022859737852e-05, fitness inc: 9.879022859737852e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.0378689433606745, cost: 0.00364957508730257, fitness inc: 0.00364957508730257 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.130178273694226, cost: 0.00024374318985331822, fitness inc: 0.002437431898533182 Fitness: 0.020676680998803265 - Evaluating [15.561060565490079, 0.60982569753116, 160.78114428081255, 28.89223232349623, 10.489694843371616] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.05074694795424, cost: 4.122075541168613e-05, fitness inc: 4.122075541168613e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.071356523867578, cost: 4.758683062267011e-06, fitness inc: 4.758683062267011e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.219679064559316, cost: 0.001155149441212644, fitness inc: 0.01155149441212644 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.66057534997612, cost: 0.0002890311034788873, fitness inc: 0.0002890311034788873 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.681181118070946, cost: 0.004333283225609996, fitness inc: 0.004333283225609996 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.2721760906806345, cost: 0.0001396536093831724, fitness inc: 0.001396536093831724 Fitness: 0.017616324273521 >>>>> Evaluating: >>>>> [13.831698633794005, 1.9050343083277923, 161.59103420069448, 28.331666583084466, 12.287656978243085] >>>>> [13.946178121281733, 6.840030315903187, 157.45785537894264, 28.663854514340837, 13.411962092704167] >>>>> [17.54132598099693, 1.0216332762292137, 158.05733966982066, 28.42178477776862, 12.577030034522975] >>>>> [17.047841714688314, 1.5618652418965175, 158.10296838540467, 27.219782117935285, 12.958771658601199] >>>>> [17.7205548375838, 9.402125263648713, 172.44234896709497, 27.138154979559793, 11.745535240571499] >>>>> [15.561393401560707, 2.620718339922883, 161.26975703399242, 33.522003690965064, 10.613885399036151] >>>>> [16.205125617636778, 7.982137264956717, 156.92828569353222, 25.143420700414936, 12.104804857700728] >>>>> [14.082932055249536, 4.301711956953228, 164.7257873980655, 25.474004147818274, 11.753615730336302] >>>>> [17.670844737956813, 0.1708133233382142, 161.68537625792698, 30.256330437051115, 13.654471066175041] >>>>> [17.129860054263055, 0.5558543668747756, 159.49897161448513, 29.595814886819472, 14.506252348690634] >> Running individual: {'amp': 13.831698633794005, 'amp_increment': 1.9050343083277923, 'period': 161.59103420069448, 'period_increment': 28.331666583084466, 'offset': 12.287656978243085} >> Running individual: {'amp': 13.946178121281733, 'amp_increment': 6.840030315903187, 'period': 157.45785537894264, 'period_increment': 28.663854514340837, 'offset': 13.411962092704167} >> Running individual: {'amp': 17.54132598099693, 'amp_increment': 1.0216332762292137, 'period': 158.05733966982066, 'period_increment': 28.42178477776862, 'offset': 12.577030034522975} >> Running individual: {'amp': 17.047841714688314, 'amp_increment': 1.5618652418965175, 'period': 158.10296838540467, 'period_increment': 27.219782117935285, 'offset': 12.958771658601199} >> Running individual: {'amp': 17.7205548375838, 'amp_increment': 9.402125263648713, 'period': 172.44234896709497, 'period_increment': 27.138154979559793, 'offset': 11.745535240571499} >> Running individual: {'amp': 15.561393401560707, 'amp_increment': 2.620718339922883, 'period': 161.26975703399242, 'period_increment': 33.522003690965064, 'offset': 10.613885399036151} >> Running individual: {'amp': 16.205125617636778, 'amp_increment': 7.982137264956717, 'period': 156.92828569353222, 'period_increment': 25.143420700414936, 'offset': 12.104804857700728} >> Running individual: {'amp': 14.082932055249536, 'amp_increment': 4.301711956953228, 'period': 164.7257873980655, 'period_increment': 25.474004147818274, 'offset': 11.753615730336302} >> Running individual: {'amp': 17.670844737956813, 'amp_increment': 0.1708133233382142, 'period': 161.68537625792698, 'period_increment': 30.256330437051115, 'offset': 13.654471066175041} >> Running individual: {'amp': 17.129860054263055, 'amp_increment': 0.5558543668747756, 'period': 159.49897161448513, 'period_increment': 29.595814886819472, 'offset': 14.506252348690634} - Evaluating [13.831698633794005, 1.9050343083277923, 161.59103420069448, 28.331666583084466, 12.287656978243085] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.119346804075175, cost: 4.6778273158687433e-05, fitness inc: 4.6778273158687433e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.5440308674247685, cost: 0.011024485956599772, fitness inc: 0.011024485956599772 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.188118811880237, cost: 0.0011963969717204703, fitness inc: 0.011963969717204703 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.02438258734159, cost: 0.00010117723054314798, fitness inc: 0.00010117723054314798 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -3.449068473815296, cost: 0.009914122872405784, fitness inc: 0.009914122872405784 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.2652362774771575, cost: 0.0001440716800834574, fitness inc: 0.0014407168008345739 Fitness: 0.03449125085074667 - Evaluating [13.946178121281733, 6.840030315903187, 157.45785537894264, 28.663854514340837, 13.411962092704167] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.3581295600067, cost: 0.0002075683021771635, fitness inc: 0.0002075683021771635 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.5342076801985701, cost: 0.018273566659493534, fitness inc: 0.018273566659493534 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.350819255683021, cost: 0.000991481687270812, fitness inc: 0.009914816872708121 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.198160536775355, cost: 0.00045673212435670685, fitness inc: 0.00045673212435670685 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.374237277420467, cost: 0.0016061340336758212, fitness inc: 0.0016061340336758212 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.372733378105312, cost: 8.335491270006212e-05, fitness inc: 0.0008335491270006212 Fitness: 0.03129236711941197 - Evaluating [17.54132598099693, 1.0216332762292137, 158.05733966982066, 28.42178477776862, 12.577030034522975] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.118346900132934, cost: 0.0009771052097223842, fitness inc: 0.0009771052097223842 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.964283213927712, cost: 1.1875075811573765e-06, fitness inc: 1.1875075811573765e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.326711375426092, cost: 0.0010206346193535332, fitness inc: 0.010206346193535332 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.1399808051115, cost: 3.3693040828453036e-05, fitness inc: 3.3693040828453036e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.985920715871581, cost: 0.00374554294380669, fitness inc: 0.00374554294380669 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.362649148678647, cost: 8.83491897207822e-05, fitness inc: 0.0008834918972078221 Fitness: 0.01584736679268184 - Evaluating [17.047841714688314, 1.5618652418965175, 158.10296838540467, 27.219782117935285, 12.958771658601199] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.00659822163804, cost: 0.000934944611756916, fitness inc: 0.000934944611756916 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.089066536955708, cost: 0.0007738146578899485, fitness inc: 0.0007738146578899485 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.325110689436106, cost: 0.0010225851893833626, fitness inc: 0.010225851893833626 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.568469741371405, cost: 6.377899116383201e-05, fitness inc: 6.377899116383201e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.65092769281455, cost: 0.004393938124058749, fitness inc: 0.004393938124058749 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.39592607581196, cost: 7.241981910899309e-05, fitness inc: 0.0007241981910899309 Fitness: 0.017116526469793003 - Evaluating [17.7205548375838, 9.402125263648713, 172.44234896709497, 27.138154979559793, 11.745535240571499] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.46608093231113, cost: 0.0007441106524042063, fitness inc: 0.0007441106524042063 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.97501101458199, cost: 0.0008865863529841089, fitness inc: 0.0008865863529841089 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.799118533981913, cost: 0.0017639443948216371, fitness inc: 0.01763944394821637 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 38.8682041104768, cost: 0.002034815870899709, fitness inc: 0.002034815870899709 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.377133282127213, cost: 0.006701410347877301, fitness inc: 0.006701410347877301 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.01064762620491, cost: 0.00035366976872441835, fitness inc: 0.0035366976872441835 Fitness: 0.03154306485962588 - Evaluating [15.561393401560707, 2.620718339922883, 161.26975703399242, 33.522003690965064, 10.613885399036151] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.17527055720389, cost: 5.1568766254894705e-05, fitness inc: 5.1568766254894705e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.947497595788992, cost: 2.5681369104635365e-06, fitness inc: 2.5681369104635365e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.200396825395875, cost: 0.0011802645910476972, fitness inc: 0.011802645910476972 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.795992605602898, cost: 3.75797551973589e-05, fitness inc: 3.75797551973589e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.568220202250397, cost: 0.001377900122504827, fitness inc: 0.001377900122504827 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.133470225871904, cost: 0.00024100418346550967, fitness inc: 0.0024100418346550967 Fitness: 0.015682304525999613 - Evaluating [16.205125617636778, 7.982137264956717, 156.92828569353222, 25.143420700414936, 12.104804857700728] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.3099180008636, cost: 0.00040885349651276215, fitness inc: 0.00040885349651276215 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.100310570845207, cost: 0.0007548428686646735, fitness inc: 0.0007548428686646735 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.371861858033956, cost: 0.0009663797490773174, fitness inc: 0.009663797490773174 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.292058989211775, cost: 0.0010253678325861104, fitness inc: 0.0010253678325861104 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.082442442180886, cost: 0.0010108804502504398, fitness inc: 0.0010108804502504398 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.492242207880561, cost: 3.5230088644144786e-05, fitness inc: 0.00035230088644144786 Fitness: 0.013216043025228608 - Evaluating [14.082932055249536, 4.301711956953228, 164.7257873980655, 25.474004147818274, 11.753615730336302] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.836541760380452, cost: 2.6128321169105462e-05, fitness inc: 2.6128321169105462e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.3293055414698216, cost: 0.006612969126684742, fitness inc: 0.006612969126684742 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.070908207866955, cost: 0.0013558938219487837, fitness inc: 0.013558938219487837 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.13823513127104, cost: 4.956491045371436e-07, fitness inc: 4.956491045371436e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.631003774063797, cost: 0.002641336235068348, fitness inc: 0.002641336235068348 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.25762355415273, cost: 0.00014899723958583522, fitness inc: 0.0014899723958583522 Fitness: 0.024329839947372922 - Evaluating [17.670844737956813, 0.1708133233382142, 161.68537625792698, 30.256330437051115, 13.654471066175041] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.32530518209144, cost: 0.0014914876413584244, fitness inc: 0.0014914876413584244 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.016361519769856, cost: 0.0009021571882229518, fitness inc: 0.0009021571882229518 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.185056902522554, cost: 0.0012004370870231096, fitness inc: 0.012004370870231096 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.496120886376616, cost: 5.803127158976462e-05, fitness inc: 5.803127158976462e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.18717863849837, cost: 0.00782236640141809, fitness inc: 0.00782236640141809 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.209690023442814, cost: 0.0001819118317462065, fitness inc: 0.001819118317462065 Fitness: 0.024097531690282392 - Evaluating [17.129860054263055, 0.5558543668747756, 159.49897161448513, 29.595814886819472, 14.506252348690634] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.636102069153626, cost: 0.0016414108041721276, fitness inc: 0.0016414108041721276 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.6236014301791726, cost: 0.005243040849896685, fitness inc: 0.005243040849896685 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.269592476488073, cost: 0.001091387431230495, fitness inc: 0.01091387431230495 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.191953067327944, cost: 0.0001245536288444482, fitness inc: 0.0001245536288444482 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -3.1794604316582658, cost: 0.010738021362460937, fitness inc: 0.010738021362460937 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.288207297725275, cost: 0.0001297106443222118, fitness inc: 0.001297106443222118 Fitness: 0.029958007400901265 >>>>> Evaluating: >>>>> [14.323438939847735, 3.8978841694449864, 161.67378645638092, 24.795182695851732, 11.15046756612715] >>>>> [13.89153769043252, 2.2993863912988908, 158.49343414956655, 25.501474873872294, 10.637621102685054] >>>>> [14.558550858797824, 8.007371067403946, 158.65435622597374, 28.53216599484681, 10.147001465059727] >>>>> [15.899965614778864, -0.43270814521745304, 156.79307233121645, 29.223356843384845, 10.261399710155652] >>>>> [18.64947782023425, 2.491459444325951, 158.33495344053384, 32.121413742965174, 11.428829304947486] >>>>> [18.21903703735392, 5.928272771142838, 158.8047115740586, 34.987817848848586, 11.847479568829996] >>>>> [15.967966653715877, 5.508627836440166, 157.70084953866376, 25.975959212894498, 9.50429961695004] >>>>> [15.36844426904898, 3.1703819864417553, 156.11182706541922, 26.26693421126331, 10.196535081787596] >>>>> [13.6766477440764, -1.101494638040799, 164.8520201145871, 31.23408697587644, 8.385528824157678] >>>>> [14.708077690055013, 2.616036819492977, 157.9493859284896, 29.426443658198576, 11.357387706087813] >> Running individual: {'amp': 14.323438939847735, 'amp_increment': 3.8978841694449864, 'period': 161.67378645638092, 'period_increment': 24.795182695851732, 'offset': 11.15046756612715} >> Running individual: {'amp': 13.89153769043252, 'amp_increment': 2.2993863912988908, 'period': 158.49343414956655, 'period_increment': 25.501474873872294, 'offset': 10.637621102685054} >> Running individual: {'amp': 14.558550858797824, 'amp_increment': 8.007371067403946, 'period': 158.65435622597374, 'period_increment': 28.53216599484681, 'offset': 10.147001465059727} >> Running individual: {'amp': 15.899965614778864, 'amp_increment': -0.43270814521745304, 'period': 156.79307233121645, 'period_increment': 29.223356843384845, 'offset': 10.261399710155652} >> Running individual: {'amp': 18.64947782023425, 'amp_increment': 2.491459444325951, 'period': 158.33495344053384, 'period_increment': 32.121413742965174, 'offset': 11.428829304947486} >> Running individual: {'amp': 18.21903703735392, 'amp_increment': 5.928272771142838, 'period': 158.8047115740586, 'period_increment': 34.987817848848586, 'offset': 11.847479568829996} >> Running individual: {'amp': 15.967966653715877, 'amp_increment': 5.508627836440166, 'period': 157.70084953866376, 'period_increment': 25.975959212894498, 'offset': 9.50429961695004} >> Running individual: {'amp': 15.36844426904898, 'amp_increment': 3.1703819864417553, 'period': 156.11182706541922, 'period_increment': 26.26693421126331, 'offset': 10.196535081787596} >> Running individual: {'amp': 13.6766477440764, 'amp_increment': -1.101494638040799, 'period': 164.8520201145871, 'period_increment': 31.23408697587644, 'offset': 8.385528824157678} >> Running individual: {'amp': 14.708077690055013, 'amp_increment': 2.616036819492977, 'period': 157.9493859284896, 'period_increment': 29.426443658198576, 'offset': 11.357387706087813} - Evaluating [14.323438939847735, 3.8978841694449864, 161.67378645638092, 24.795182695851732, 11.15046756612715] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.473900225326236, cost: 8.386010997396554e-06, fitness inc: 8.386010997396554e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.172959772574489, cost: 0.003105759271840647, fitness inc: 0.003105759271840647 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.185056902522554, cost: 0.0012004370870231096, fitness inc: 0.012004370870231096 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.37178420666071, cost: 1.0230666012134293e-05, fitness inc: 1.0230666012134293e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.07084449867388, cost: 0.0019979578126748665, fitness inc: 0.0019979578126748665 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.362649148678648, cost: 8.83491897207822e-05, fitness inc: 0.0008834918972078221 Fitness: 0.018010196528963962 - Evaluating [13.89153769043252, 2.2993863912988908, 158.49343414956655, 25.501474873872294, 10.637621102685054] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.529156894234294, cost: 8.27484473742146e-06, fitness inc: 8.27484473742146e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2538986676189623, cost: 0.002837437424264233, fitness inc: 0.002837437424264233 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.309148264983269, cost: 0.0010421382992912287, fitness inc: 0.010421382992912287 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.828543456389916, cost: 0.00026069378630710904, fitness inc: 0.00026069378630710904 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.5533006393290165, cost: 0.004592505990322127, fitness inc: 0.004592505990322127 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.434782608694848, cost: 5.582155296735003e-05, fitness inc: 0.0005582155296735003 Fitness: 0.018678510568216677 - Evaluating [14.558550858797824, 8.007371067403946, 158.65435622597374, 28.53216599484681, 10.147001465059727] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.705543310018328, cost: 3.2359373501877897e-06, fitness inc: 3.2359373501877897e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.411538504969566, cost: 0.00032305082730343937, fitness inc: 0.00032305082730343937 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.303580433685376, cost: 0.0010490020160655034, fitness inc: 0.010490020160655034 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.7129107843967, cost: 0.0001907803706565625, fitness inc: 0.0001907803706565625 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.4189057833494, cost: 0.00136344154556034, fitness inc: 0.00136344154556034 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.342593829303328, cost: 9.871341318934412e-05, fitness inc: 0.0009871341318934412 Fitness: 0.013357662973419004 - Evaluating [15.899965614778864, -0.43270814521745304, 156.79307233121645, 29.223356843384845, 10.261399710155652] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.161358904371507, cost: 5.03552647000971e-05, fitness inc: 5.03552647000971e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.638557645966799, cost: 0.00038049099788439733, fitness inc: 0.00038049099788439733 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.377551020407201, cost: 0.0009596481990635786, fitness inc: 0.009596481990635786 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.72864855438587, cost: 0.0004727743395775974, fitness inc: 0.0004727743395775974 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.205848978538775, cost: 0.005334261789942896, fitness inc: 0.005334261789942896 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.375621556241639, cost: 8.195128405430463e-05, fitness inc: 0.0008195128405430463 Fitness: 0.01665387722328382 - Evaluating [18.64947782023425, 2.491459444325951, 158.33495344053384, 32.121413742965174, 11.428829304947486] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.078294474795147, cost: 0.0009618876185791825, fitness inc: 0.0009618876185791825 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.220634559797436, cost: 0.0045816653116173, fitness inc: 0.0045816653116173 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.315523556901909, cost: 0.0010343067695358643, fitness inc: 0.010343067695358643 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.56975819802242, cost: 0.0001711812813117719, fitness inc: 0.0001711812813117719 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.712096494241337, cost: 1.933605443649178e-05, fitness inc: 1.933605443649178e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.25072197427067, cost: 0.00015353419442765137, fitness inc: 0.0015353419442765137 Fitness: 0.017612479905579903 - Evaluating [18.21903703735392, 5.928272771142838, 158.8047115740586, 34.987817848848586, 11.847479568829996] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.066513288865522, cost: 0.0009574341196637581, fitness inc: 0.0009574341196637581 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.371553201516019, cost: 0.0017528244149883632, fitness inc: 0.0017528244149883632 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.297229219142619, cost: 0.001056858864052157, fitness inc: 0.01056858864052157 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.99477397864354, cost: 0.0009308528930028759, fitness inc: 0.0009308528930028759 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.29981781093645, cost: 0.0012326590109196234, fitness inc: 0.0012326590109196234 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.15995872032945, cost: 0.00021952783187839664, fitness inc: 0.0021952783187839664 Fitness: 0.017637637397880157 - Evaluating [15.967966653715877, 5.508627836440166, 157.70084953866376, 25.975959212894498, 9.50429961695004] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.472256773146597, cost: 8.327953953113365e-06, fitness inc: 8.327953953113365e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.46366074190297, cost: 0.0019956592913862314, fitness inc: 0.0019956592913862314 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.341154090043427, cost: 0.0010031189057719825, fitness inc: 0.010031189057719825 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.980883337519895, cost: 2.4945236562712303e-05, fitness inc: 2.4945236562712303e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.972283596939736, cost: 0.0009068563146572561, fitness inc: 0.0009068563146572561 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.444399074451352, cost: 5.204668233038667e-05, fitness inc: 0.0005204668233038667 Fitness: 0.013487444677583005 - Evaluating [15.36844426904898, 3.1703819864417553, 156.11182706541922, 26.26693421126331, 10.196535081787596] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.56496519980075, cost: 1.1918166914259842e-05, fitness inc: 1.1918166914259842e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.171901861054555, cost: 2.759519824602208e-05, fitness inc: 2.759519824602208e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.405329233921659, cost: 0.0009271172987113108, fitness inc: 0.009271172987113108 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.73535238006814, cost: 4.146046129704928e-05, fitness inc: 4.146046129704928e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.342282855697624, cost: 0.0006407744438727825, fitness inc: 0.0006407744438727825 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.483207676489941, cost: 3.815519293004499e-05, fitness inc: 0.0003815519293004499 Fitness: 0.010374473186743671 - Evaluating [13.6766477440764, -1.101494638040799, 164.8520201145871, 31.23408697587644, 8.385528824157678] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.062170263885083, cost: 0.0003221052036721517, fitness inc: 0.0003221052036721517 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.291109483804425, cost: 7.911606764909873e-05, fitness inc: 7.911606764909873e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.065752759916565, cost: 0.0013631373581590722, fitness inc: 0.013631373581590722 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 20.96067918518178, cost: 0.0021139012001449853, fitness inc: 0.0021139012001449853 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.189616992311395, cost: 0.007815856393925569, fitness inc: 0.007815856393925569 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.099439061702429, cost: 0.0002700655601485247, fitness inc: 0.0027006556014852467 Fitness: 0.026663008048467773 - Evaluating [14.708077690055013, 2.616036819492977, 157.9493859284896, 29.426443658198576, 11.357387706087813] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.06545692851641, cost: 4.2382875887203575e-05, fitness inc: 4.2382875887203575e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.3506804312626, cost: 0.0025323777449177687, fitness inc: 0.0025323777449177687 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.331518298086921, cost: 0.0010147881395917713, fitness inc: 0.010147881395917713 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.681491709598514, cost: 4.5067154221367645e-05, fitness inc: 4.5067154221367645e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.966718551296146, cost: 0.003781328248374738, fitness inc: 0.003781328248374738 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.336891260839761, cost: 0.00010176529841054993, fitness inc: 0.0010176529841054993 Fitness: 0.01756669040342429 >>>>> Evaluating: >>>>> [15.938509731637936, 7.871097459382797, 166.6803514558817, 27.268805479950753, 11.76877680174183] >>>>> [16.75144142334197, 5.540681295003489, 164.82451672345024, 27.78909977365686, 11.772456553205004] >>>>> [15.048364033266909, -0.30808806485244244, 157.39944788666165, 29.06937746696483, 12.269519101867498] >>>>> [17.18264180796151, 1.4166429934471552, 157.96836293501224, 30.125522133029243, 13.000463768793407] >>>>> [15.123131716032924, 1.8411016961675783, 158.43707837957402, 25.36620098384493, 10.588907980874897] >>>>> [15.26607979098388, 1.795963580973151, 158.51140151646572, 28.926483158482572, 10.626266797767428] >>>>> [17.767092563791632, 1.2862162387068155, 155.65466097213383, 26.74369414266765, 12.526396662949494] >>>>> [16.760538328553476, 4.00812021982458, 157.6055928061654, 29.077619559802766, 12.087930708003867] >>>>> [15.415282763288248, 1.2596392744879426, 156.93704402577552, 27.294056230458505, 11.73949350173881] >>>>> [15.766924126239102, 3.139886240531652, 157.10683319522786, 26.246995537091767, 10.804286347864824] >> Running individual: {'amp': 15.938509731637936, 'amp_increment': 7.871097459382797, 'period': 166.6803514558817, 'period_increment': 27.268805479950753, 'offset': 11.76877680174183} >> Running individual: {'amp': 16.75144142334197, 'amp_increment': 5.540681295003489, 'period': 164.82451672345024, 'period_increment': 27.78909977365686, 'offset': 11.772456553205004} >> Running individual: {'amp': 15.048364033266909, 'amp_increment': -0.30808806485244244, 'period': 157.39944788666165, 'period_increment': 29.06937746696483, 'offset': 12.269519101867498} >> Running individual: {'amp': 17.18264180796151, 'amp_increment': 1.4166429934471552, 'period': 157.96836293501224, 'period_increment': 30.125522133029243, 'offset': 13.000463768793407} >> Running individual: {'amp': 15.123131716032924, 'amp_increment': 1.8411016961675783, 'period': 158.43707837957402, 'period_increment': 25.36620098384493, 'offset': 10.588907980874897} >> Running individual: {'amp': 15.26607979098388, 'amp_increment': 1.795963580973151, 'period': 158.51140151646572, 'period_increment': 28.926483158482572, 'offset': 10.626266797767428} >> Running individual: {'amp': 17.767092563791632, 'amp_increment': 1.2862162387068155, 'period': 155.65466097213383, 'period_increment': 26.74369414266765, 'offset': 12.526396662949494} >> Running individual: {'amp': 16.760538328553476, 'amp_increment': 4.00812021982458, 'period': 157.6055928061654, 'period_increment': 29.077619559802766, 'offset': 12.087930708003867} >> Running individual: {'amp': 15.415282763288248, 'amp_increment': 1.2596392744879426, 'period': 156.93704402577552, 'period_increment': 27.294056230458505, 'offset': 11.73949350173881} >> Running individual: {'amp': 15.766924126239102, 'amp_increment': 3.139886240531652, 'period': 157.10683319522786, 'period_increment': 26.246995537091767, 'offset': 10.804286347864824} - Evaluating [15.938509731637936, 7.871097459382797, 166.6803514558817, 27.268805479950753, 11.76877680174183] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.707276552449027, cost: 0.00027356468510086884, fitness inc: 0.00027356468510086884 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.169724335266984, cost: 0.000642925651963222, fitness inc: 0.000642925651963222 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.999520038395992, cost: 0.0014579051021237355, fitness inc: 0.014579051021237355 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.5783760862712, cost: 0.0008061308997783234, fitness inc: 0.0008061308997783234 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.04081796771762, cost: 0.000970912231630372, fitness inc: 0.000970912231630372 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.155968032997408, cost: 0.00022269933396090735, fitness inc: 0.0022269933396090735 Fitness: 0.019499577829319215 - Evaluating [16.75144142334197, 5.540681295003489, 164.82451672345024, 27.78909977365686, 11.772456553205004] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.523889371232627, cost: 0.0004633971141843052, fitness inc: 0.0004633971141843052 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.978974210776525, cost: 4.107619235860227e-07, fitness inc: 4.107619235860227e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.06722485135205, cost: 0.0013610670717358886, fitness inc: 0.013610670717358886 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.064570426626865, cost: 0.0004281396238925428, fitness inc: 0.0004281396238925428 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.519659897555918, cost: 6.301507944361795e-05, fitness inc: 6.301507944361795e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.192107995845523, cost: 0.00019480717273911985, fitness inc: 0.0019480717273911985 Fitness: 0.016513705024194136 - Evaluating [15.048364033266909, -0.30808806485244244, 157.39944788666165, 29.06937746696483, 12.269519101867498] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.31785494272468, cost: 0.00020054025866445002, fitness inc: 0.00020054025866445002 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.778817059011903, cost: 0.004583528774955714, fitness inc: 0.004583528774955714 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.353240152476803, cost: 0.0009885774390024915, fitness inc: 0.009885774390024915 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.00978980504231, cost: 0.00023175473810188585, fitness inc: 0.00023175473810188585 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -2.47074790512684, cost: 0.013054870015933973, fitness inc: 0.013054870015933973 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.362649148678648, cost: 8.83491897207822e-05, fitness inc: 0.0008834918972078221 Fitness: 0.02883996007488876 - Evaluating [17.18264180796151, 1.4166429934471552, 157.96836293501224, 30.125522133029243, 13.000463768793407] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.183094699362368, cost: 0.0010019574476587412, fitness inc: 0.0010019574476587412 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.182164738905095, cost: 0.0006238143340894231, fitness inc: 0.0006238143340894231 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.330716637122363, cost: 0.0010157620065306405, fitness inc: 0.010157620065306405 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.599746482804687, cost: 6.634775301217477e-05, fitness inc: 6.634775301217477e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.598803790721608, cost: 0.004499416573567894, fitness inc: 0.004499416573567894 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.316321105793993, cost: 0.00011315992162597155, fitness inc: 0.0011315992162597155 Fitness: 0.017480755389894354 - Evaluating [15.123131716032924, 1.8411016961675783, 158.43707837957402, 25.36620098384493, 10.588907980874897] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.71203026870647, cost: 1.8929750657203925e-05, fitness inc: 1.8929750657203925e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.534215254255991, cost: 0.00020241340301407895, fitness inc: 0.00020241340301407895 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.311537490531735, cost: 0.0010391998794609947, fitness inc: 0.010391998794609947 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.553123174042163, cost: 0.0001551960196145563, fitness inc: 0.0001551960196145563 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.375308571042746, cost: 0.003056219987679687, fitness inc: 0.003056219987679687 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.440696409139566, cost: 5.3484493435451697e-05, fitness inc: 0.000534844934354517 Fitness: 0.01435960288992999 - Evaluating [15.26607979098388, 1.795963580973151, 158.51140151646572, 28.926483158482572, 10.626266797767428] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.892332346569173, cost: 2.9729313940518587e-05, fitness inc: 2.9729313940518587e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.639806703100901, cost: 0.0001210457202092119, fitness inc: 0.0001210457202092119 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.308352258389151, cost: 0.0010431181966701342, fitness inc: 0.010431181966701342 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.688303008948147, cost: 0.00013852391301638622, fitness inc: 0.00013852391301638622 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.435769306177508, cost: 0.0029554112580312264, fitness inc: 0.0029554112580312264 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.335467520340671, cost: 0.00010253449779384916, fitness inc: 0.0010253449779384916 Fitness: 0.014701237149837176 - Evaluating [17.767092563791632, 1.2862162387068155, 155.65466097213383, 26.74369414266765, 12.526396662949494] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.293480947845083, cost: 0.0010450445423921817, fitness inc: 0.0010450445423921817 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.240681362765566, cost: 5.4085069348341897e-05, fitness inc: 5.4085069348341897e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.424257998200242, cost: 0.0009052703952507901, fitness inc: 0.009052703952507901 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.57970524943092, cost: 6.469592897706544e-05, fitness inc: 6.469592897706544e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.5269118470657315, cost: 0.0028066129689451325, fitness inc: 0.0028066129689451325 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.482456140350071, cost: 3.840377157982022e-05, fitness inc: 0.00038403771579820223 Fitness: 0.013407180177968825 - Evaluating [16.760538328553476, 4.00812021982458, 157.6055928061654, 29.077619559802766, 12.087930708003867] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.84846467078887, cost: 0.0005526421918463642, fitness inc: 0.0005526421918463642 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6726020049389545, cost: 0.00010000642676843974, fitness inc: 0.00010000642676843974 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.345177664973658, cost: 0.000998266147609228, fitness inc: 0.00998266147609228 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.85657800108343, cost: 0.00021151701665012013, fitness inc: 0.00021151701665012013 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.680718170998787, cost: 0.00040593565288016276, fitness inc: 0.00040593565288016276 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.356903709655019, cost: 9.125960998801474e-05, fitness inc: 0.0009125960998801474 Fitness: 0.012165358864117515 - Evaluating [15.415282763288248, 1.2596392744879426, 156.93704402577552, 27.294056230458505, 11.73949350173881] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.15476634954776, cost: 0.00017331757430316674, fitness inc: 0.00017331757430316674 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.675779230715753, cost: 0.0016338965272518768, fitness inc: 0.0016338965272518768 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.371861858033957, cost: 0.0009663797490773174, fitness inc: 0.009663797490773174 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.41440580888177, cost: 6.517384467685794e-05, fitness inc: 6.517384467685794e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.935422499812345, cost: 0.005949343115089434, fitness inc: 0.005949343115089434 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.428144931468867, cost: 5.850419335817758e-05, fitness inc: 0.0005850419335817758 Fitness: 0.018070570485676285 - Evaluating [15.766924126239102, 3.139886240531652, 157.10683319522786, 26.246995537091767, 10.804286347864824] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.57120827084361, cost: 9.216204195749977e-05, fitness inc: 9.216204195749977e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.962617364088582, cost: 1.301016618882045e-06, fitness inc: 1.301016618882045e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.365372374282934, cost: 0.0009740868987957452, fitness inc: 0.009740868987957452 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.711083832764682, cost: 2.1636203945130106e-06, fitness inc: 2.1636203945130106e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.102516930895312, cost: 0.0008393748686473801, fitness inc: 0.0008393748686473801 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.453306066802194, cost: 4.866817109649979e-05, fitness inc: 0.0004866817109649979 Fitness: 0.011162552246540725 >>>>> Evaluating: >>>>> [16.525144865617925, 1.0197614167235434, 158.70216926088818, 29.28281111377641, 13.151257829898341] >>>>> [19.12567596387998, 2.0595060094393167, 156.49617046286244, 28.65672782893454, 12.964884059203236] >>>>> [16.664280413511925, 1.4235290212878486, 157.47705986031073, 25.97701883062506, 12.20953922961932] >>>>> [14.084160635474797, 1.4621369899910037, 157.2807675935218, 23.989881972973315, 12.029560921769832] >>>>> [13.742128187378187, 2.7700984526756467, 158.37777123204873, 25.593158058024535, 11.22037790360596] >>>>> [14.290921357804919, 3.0166583174900383, 160.0854455201764, 25.728859749770255, 9.627377328732678] >>>>> [15.455710747235088, 1.591300314993054, 158.27176214124307, 28.41577314317981, 10.248580878121814] >>>>> [14.813797810451073, 0.9709736865966513, 158.82155369861255, 26.972044709791657, 9.844365507910137] >>>>> [15.930737672171993, 4.307244031700327, 157.517123541744, 29.502970692874904, 14.089150686143704] >>>>> [17.597238822007643, 9.507001845356008, 156.55567500337568, 29.48370832580463, 12.58358333579328] >> Running individual: {'amp': 16.525144865617925, 'amp_increment': 1.0197614167235434, 'period': 158.70216926088818, 'period_increment': 29.28281111377641, 'offset': 13.151257829898341} >> Running individual: {'amp': 19.12567596387998, 'amp_increment': 2.0595060094393167, 'period': 156.49617046286244, 'period_increment': 28.65672782893454, 'offset': 12.964884059203236} >> Running individual: {'amp': 16.664280413511925, 'amp_increment': 1.4235290212878486, 'period': 157.47705986031073, 'period_increment': 25.97701883062506, 'offset': 12.20953922961932} >> Running individual: {'amp': 14.084160635474797, 'amp_increment': 1.4621369899910037, 'period': 157.2807675935218, 'period_increment': 23.989881972973315, 'offset': 12.029560921769832} >> Running individual: {'amp': 13.742128187378187, 'amp_increment': 2.7700984526756467, 'period': 158.37777123204873, 'period_increment': 25.593158058024535, 'offset': 11.22037790360596} >> Running individual: {'amp': 14.290921357804919, 'amp_increment': 3.0166583174900383, 'period': 160.0854455201764, 'period_increment': 25.728859749770255, 'offset': 9.627377328732678} >> Running individual: {'amp': 15.455710747235088, 'amp_increment': 1.591300314993054, 'period': 158.27176214124307, 'period_increment': 28.41577314317981, 'offset': 10.248580878121814} >> Running individual: {'amp': 14.813797810451073, 'amp_increment': 0.9709736865966513, 'period': 158.82155369861255, 'period_increment': 26.972044709791657, 'offset': 9.844365507910137} >> Running individual: {'amp': 15.930737672171993, 'amp_increment': 4.307244031700327, 'period': 157.517123541744, 'period_increment': 29.502970692874904, 'offset': 14.089150686143704} >> Running individual: {'amp': 17.597238822007643, 'amp_increment': 9.507001845356008, 'period': 156.55567500337568, 'period_increment': 29.48370832580463, 'offset': 12.58358333579328} - Evaluating [16.525144865617925, 1.0197614167235434, 158.70216926088818, 29.28281111377641, 13.151257829898341] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.676397825376494, cost: 0.0008157849281481555, fitness inc: 0.0008157849281481555 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.373873554403217, cost: 0.0024618288112894238, fitness inc: 0.0024618288112894238 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3011972274722625, cost: 0.0010519467654042103, fitness inc: 0.010519467654042103 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.696153921151044, cost: 1.2565521224305876e-05, fitness inc: 1.2565521224305876e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.393638157113914, cost: 0.007280536393441839, fitness inc: 0.007280536393441839 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.319856363877378, cost: 0.00011115859609023282, fitness inc: 0.0011115859609023282 Fitness: 0.022201769269048155 - Evaluating [19.12567596387998, 2.0595060094393167, 156.49617046286244, 28.65672782893454, 12.964884059203236] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 32.090556136703405, cost: 0.0018734858139066723, fitness inc: 0.0018734858139066723 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.160769630594942, cost: 0.0012561070869678836, fitness inc: 0.0012561070869678836 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.389776357826513, cost: 0.0009452622655041765, fitness inc: 0.009452622655041765 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.15005611047569, cost: 0.0004463299284384048, fitness inc: 0.0004463299284384048 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.220289282380918, cost: 0.000738485289923152, fitness inc: 0.000738485289923152 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.401026194976244, cost: 7.01182363548325e-05, fitness inc: 0.000701182363548325 Fitness: 0.014468213137826202 - Evaluating [16.664280413511925, 1.4235290212878486, 157.47705986031073, 25.97701883062506, 12.20953922961932] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.87380591879949, cost: 0.0005599400166677038, fitness inc: 0.0005599400166677038 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.454733303985356, cost: 0.0002773748012043775, fitness inc: 0.0002773748012043775 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.350012700024439, cost: 0.000992450221444785, fitness inc: 0.00992450221444785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.29734121137384, cost: 2.2926542402323946e-06, fitness inc: 2.2926542402323946e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.878260956846207, cost: 0.003948349936944373, fitness inc: 0.003948349936944373 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.451076587625252, cost: 4.9503199758715866e-05, fitness inc: 0.0004950319975871587 Fitness: 0.015207491621091695 - Evaluating [14.084160635474797, 1.4621369899910037, 157.2807675935218, 23.989881972973315, 12.029560921769832] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.113712944336147, cost: 4.6308614010226457e-05, fitness inc: 4.6308614010226457e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.0545897965318436, cost: 0.00803193711839334, fitness inc: 0.00803193711839334 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.358087487282863, cost: 0.000982775060815233, fitness inc: 0.00982775060815233 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.575852925866307, cost: 0.00015232648907648194, fitness inc: 0.00015232648907648194 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -3.5167268092499313, cost: 0.009712371033005263, fitness inc: 0.009712371033005263 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.516480485449475, cost: 2.795865502980277e-05, fitness inc: 0.0002795865502980277 Fitness: 0.02805028041293567 - Evaluating [13.742128187378187, 2.7700984526756467, 158.37777123204873, 25.593158058024535, 11.22037790360596] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.962498194128766, cost: 5.237268230207093e-08, fitness inc: 5.237268230207093e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.5217423821957965, cost: 0.005699528731067827, fitness inc: 0.005699528731067827 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.313928526328124, cost: 0.0010362633734914972, fitness inc: 0.010362633734914972 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.732598467120557, cost: 0.00013326676461422604, fitness inc: 0.00013326676461422604 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.291839447521028, cost: 0.005145596108655837, fitness inc: 0.005145596108655837 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.435521130587592, cost: 5.5526968129382404e-05, fitness inc: 0.000555269681293824 Fitness: 0.021896347393228988 - Evaluating [14.290921357804919, 3.0166583174900383, 160.0854455201764, 25.728859749770255, 9.627377328732678] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.918289918485623, cost: 4.3678041628303355e-05, fitness inc: 4.3678041628303355e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.663533951208708, cost: 0.00010562320066753728, fitness inc: 0.00010562320066753728 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.246876561718187, cost: 0.0011201822517178384, fitness inc: 0.011201822517178384 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.93494981455777, cost: 0.0002434980530451325, fitness inc: 0.0002434980530451325 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.680197172286495, cost: 0.0012540783882142303, fitness inc: 0.0012540783882142303 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.382131324003505, cost: 7.883129111929676e-05, fitness inc: 0.0007883129111929676 Fitness: 0.013637013111926555 - Evaluating [15.455710747235088, 1.591300314993054, 158.27176214124307, 28.41577314317981, 10.248580878121814] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.70427993656052, cost: 1.8519933721705684e-05, fitness inc: 1.8519933721705684e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.207120334565395, cost: 4.005638337256645e-05, fitness inc: 4.005638337256645e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3187160369003434, cost: 0.0010303961309834353, fitness inc: 0.010303961309834353 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.29557974298197, cost: 0.0001895792836287269, fitness inc: 0.0001895792836287269 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.798426352863146, cost: 0.002385944808985019, fitness inc: 0.002385944808985019 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.356903709655019, cost: 9.125960998801474e-05, fitness inc: 0.0009125960998801474 Fitness: 0.013850657819422518 - Evaluating [14.813797810451073, 0.9709736865966513, 158.82155369861255, 26.972044709791657, 9.844365507910137] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.658155112029974, cost: 4.361484352677358e-06, fitness inc: 4.361484352677358e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.96942401608421, cost: 8.698786779781642e-07, fitness inc: 8.698786779781642e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.296436217100164, cost: 0.00105784190895708, fitness inc: 0.0105784190895708 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.62912482797743, cost: 0.0004950517048346592, fitness inc: 0.0004950517048346592 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.94039577652351, cost: 0.003830656877715777, fitness inc: 0.003830656877715777 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.382131324003505, cost: 7.883129111929676e-05, fitness inc: 0.0007883129111929676 Fitness: 0.01569767194634486 - Evaluating [15.930737672171993, 4.307244031700327, 157.517123541744, 29.502970692874904, 14.089150686143704] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.019877629242714, cost: 0.0009399061336533565, fitness inc: 0.0009399061336533565 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.8415765385379814, cost: 0.009224607657151718, fitness inc: 0.009224607657151718 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.348400203147845, cost: 0.0009943879653092624, fitness inc: 0.009943879653092624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.32712290473626, cost: 0.0004852095772205356, fitness inc: 0.0004852095772205356 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.1488214783806345, cost: 0.00344873055162076, fitness inc: 0.00344873055162076 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.3475935828869, cost: 9.607587248894323e-05, fitness inc: 0.0009607587248894323 Fitness: 0.025003092297628426 - Evaluating [17.597238822007643, 9.507001845356008, 156.55567500337568, 29.48370832580463, 12.58358333579328] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.1808083998894, cost: 0.0010010745944443178, fitness inc: 0.0010010745944443178 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.013646807365768, cost: 1.7503185123501908e-07, fitness inc: 1.7503185123501908e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.387327542155398, cost: 0.0009481351860887166, fitness inc: 0.009481351860887166 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.68781009698047, cost: 0.0024273581650484655, fitness inc: 0.0024273581650484655 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.52064388732671, cost: 0.0047459191720611305, fitness inc: 0.0047459191720611305 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.374899220638812, cost: 8.230121528529644e-05, fitness inc: 0.0008230121528529644 Fitness: 0.01847889097714528 >>>>> Evaluating: >>>>> [17.219752158408152, 3.8658147093666457, 157.32672769245895, 25.74940244429029, 10.916413678457424] >>>>> [16.17363939236649, 7.531541649179562, 154.68304700603363, 25.94960181388739, 9.035432967508259] >>>>> [15.858376505745943, 2.0063158320656083, 157.7369121030757, 25.74938217484904, 8.471307095962258] >>>>> [12.525137296192598, 2.3545917079173284, 158.43806717436544, 25.091024137691615, 10.817276447845641] >>>>> [14.692492016567684, 1.887474479621921, 155.3328886459169, 27.66358608348099, 10.69011409332244] >>>>> [16.267494329684965, 3.377684116288916, 158.68624118584654, 26.30418427767708, 9.800148452240846] >>>>> [15.643605148775002, 3.812842385911046, 155.20375664254897, 27.20660648884237, 12.138505342729873] >>>>> [14.888222392396584, 2.5669478275726516, 156.78665347982798, 26.388786035292554, 9.685022914016272] >>>>> [16.180290634716787, 8.774380816703118, 157.56262976105862, 28.740759562246044, 11.26238921878846] >>>>> [16.733436610619865, 9.161939054625806, 157.77688167821327, 24.932333465198692, 10.974802614560872] >> Running individual: {'amp': 17.219752158408152, 'amp_increment': 3.8658147093666457, 'period': 157.32672769245895, 'period_increment': 25.74940244429029, 'offset': 10.916413678457424} >> Running individual: {'amp': 16.17363939236649, 'amp_increment': 7.531541649179562, 'period': 154.68304700603363, 'period_increment': 25.94960181388739, 'offset': 9.035432967508259} >> Running individual: {'amp': 15.858376505745943, 'amp_increment': 2.0063158320656083, 'period': 157.7369121030757, 'period_increment': 25.74938217484904, 'offset': 8.471307095962258} >> Running individual: {'amp': 12.525137296192598, 'amp_increment': 2.3545917079173284, 'period': 158.43806717436544, 'period_increment': 25.091024137691615, 'offset': 10.817276447845641} >> Running individual: {'amp': 14.692492016567684, 'amp_increment': 1.887474479621921, 'period': 155.3328886459169, 'period_increment': 27.66358608348099, 'offset': 10.69011409332244} >> Running individual: {'amp': 16.267494329684965, 'amp_increment': 3.377684116288916, 'period': 158.68624118584654, 'period_increment': 26.30418427767708, 'offset': 9.800148452240846} >> Running individual: {'amp': 15.643605148775002, 'amp_increment': 3.812842385911046, 'period': 155.20375664254897, 'period_increment': 27.20660648884237, 'offset': 12.138505342729873} >> Running individual: {'amp': 14.888222392396584, 'amp_increment': 2.5669478275726516, 'period': 156.78665347982798, 'period_increment': 26.388786035292554, 'offset': 9.685022914016272} >> Running individual: {'amp': 16.180290634716787, 'amp_increment': 8.774380816703118, 'period': 157.56262976105862, 'period_increment': 28.740759562246044, 'offset': 11.26238921878846} >> Running individual: {'amp': 16.733436610619865, 'amp_increment': 9.161939054625806, 'period': 157.77688167821327, 'period_increment': 24.932333465198692, 'offset': 10.974802614560872} - Evaluating [17.219752158408152, 3.8658147093666457, 157.32672769245895, 25.74940244429029, 10.916413678457424] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.13615259122949, cost: 0.0003670679449527814, fitness inc: 0.0003670679449527814 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.303328658393073, cost: 0.0015830564809454772, fitness inc: 0.0015830564809454772 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.355662895639054, cost: 0.0009856752277594971, fitness inc: 0.009856752277594971 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.00197021914069, cost: 0.00010390089550527115, fitness inc: 0.00010390089550527115 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.16914480009827, cost: 6.67820064970126e-06, fitness inc: 6.67820064970126e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.462242250443001, cost: 4.539249428059389e-05, fitness inc: 0.00045392494280593887 Fitness: 0.012371380742454141 - Evaluating [16.17363939236649, 7.531541649179562, 154.68304700603363, 25.94960181388739, 9.035432967508259] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.209061356908602, cost: 1.6324580799365052e-06, fitness inc: 1.6324580799365052e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.138195609632919, cost: 0.0042492254169915755, fitness inc: 0.0042492254169915755 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.464959917247545, cost: 0.0008591736113041648, fitness inc: 0.008591736113041648 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.740601279820744, cost: 0.00019469400206240106, fitness inc: 0.00019469400206240106 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.669739267509382, cost: 0.005062518649643022, fitness inc: 0.005062518649643022 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.536332179929985, cost: 2.262852734136178e-05, fitness inc: 0.00022628527341361782 Fitness: 0.0183260919132322 - Evaluating [15.858376505745943, 2.0063158320656083, 157.7369121030757, 25.74938217484904, 8.471307095962258] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.329673594309856, cost: 1.677267750244127e-05, fitness inc: 1.677267750244127e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.387059058418825, cost: 0.005290356041402933, fitness inc: 0.005290356041402933 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.339546088499103, cost: 0.0010050615671800545, fitness inc: 0.010050615671800545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.335987406013267, cost: 0.00034792878044642706, fitness inc: 0.00034792878044642706 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.393379619876482, cost: 8.5847993207544e-05, fitness inc: 8.5847993207544e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.450333832946463, cost: 4.978296801627646e-05, fitness inc: 0.0004978296801627646 Fitness: 0.016289350844522654 - Evaluating [12.525137296192598, 2.3545917079173284, 158.43806717436544, 25.091024137691615, 10.817276447845641] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.34240622000651, cost: 0.0001025617120338218, fitness inc: 0.0001025617120338218 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.7078534553722846, cost: 0.010014280573104606, fitness inc: 0.010014280573104606 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.311537490531735, cost: 0.0010391998794609947, fitness inc: 0.010391998794609947 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.69700020376563, cost: 0.0004798029666029935, fitness inc: 0.0004798029666029935 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.062443286851353, cost: 0.00815891681175629, fitness inc: 0.00815891681175629 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.448848930662592, cost: 5.034463889863616e-05, fitness inc: 0.0005034463889863616 Fitness: 0.02965100724709402 - Evaluating [14.692492016567684, 1.887474479621921, 155.3328886459169, 27.66358608348099, 10.69011409332244] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.38259706262583, cost: 5.466216728144957e-06, fitness inc: 5.466216728144957e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.002368868850305, cost: 0.0009279841090382712, fitness inc: 0.0009279841090382712 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.27006305104838, cost: 0.00019317293850840134, fitness inc: 0.00019317293850840134 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.889836283390942, cost: 0.003926291080031286, fitness inc: 0.003926291080031286 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.464480874316134, cost: 4.458976816101856e-05, fitness inc: 0.0004458976816101856 Fitness: 0.014400317420550257 - Evaluating [16.267494329684965, 3.377684116288916, 158.68624118584654, 26.30418427767708, 9.800148452240846] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.06763061005064, cost: 4.255597124047661e-05, fitness inc: 4.255597124047661e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.467335628052697, cost: 0.0020056726257364765, fitness inc: 0.0020056726257364765 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.301991429290699, cost: 0.0010509649726281323, fitness inc: 0.010509649726281323 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.44531564421724, cost: 7.975779024782526e-06, fitness inc: 7.975779024782526e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.845021567480616, cost: 5.601947580036182e-06, fitness inc: 5.601947580036182e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.405405405404603, cost: 6.817163670347348e-05, fitness inc: 0.0006817163670347348 Fitness: 0.01325317241689783 - Evaluating [15.643605148775002, 3.812842385911046, 155.20375664254897, 27.20660648884237, 12.138505342729873] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.78210859572197, cost: 0.00028889224105499434, fitness inc: 0.00028889224105499434 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.5050973675331427, cost: 0.0020813180300054412, fitness inc: 0.0020813180300054412 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.443298969071198, cost: 0.0008835560839901557, fitness inc: 0.008835560839901557 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.594944122848744, cost: 6.5950039792817e-05, fitness inc: 6.5950039792817e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.3179303384275425, cost: 0.0016756407867145606, fitness inc: 0.0016756407867145606 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.482456140350071, cost: 3.840377157982022e-05, fitness inc: 0.00038403771579820223 Fitness: 0.013331399653267573 - Evaluating [14.888222392396584, 2.5669478275726516, 156.78665347982798, 26.388786035292554, 9.685022914016272] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.573233667076526, cost: 6.797971492056298e-06, fitness inc: 6.797971492056298e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.203186788709021, cost: 3.854976098194296e-05, fitness inc: 3.854976098194296e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.378364587318848, cost: 0.0009586874849042415, fitness inc: 0.009586874849042415 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.14018613442991, cost: 0.0002119868303106509, fitness inc: 0.0002119868303106509 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.770139953002459, cost: 0.0011588271973556052, fitness inc: 0.0011588271973556052 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.459260270232578, cost: 4.6472894649207674e-05, fitness inc: 0.00046472894649207674 Fitness: 0.011467765555674747 - Evaluating [16.180290634716787, 8.774380816703118, 157.56262976105862, 28.740759562246044, 11.26238921878846] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.442669791039986, cost: 0.0002227142717817765, fitness inc: 0.0002227142717817765 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.917892134155843, cost: 6.28507561950542e-06, fitness inc: 6.28507561950542e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.346788525005385, cost: 0.000996326608077358, fitness inc: 0.00996326608077358 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.21705606023458, cost: 0.001001092693313388, fitness inc: 0.001001092693313388 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.692265189864298, cost: 0.003170980782126742, fitness inc: 0.003170980782126742 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.367686527106017, cost: 8.58362394611234e-05, fitness inc: 0.000858362394611234 Fitness: 0.015222701298226227 - Evaluating [16.733436610619865, 9.161939054625806, 157.77688167821327, 24.932333465198692, 10.974802614560872] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.708225548472665, cost: 0.00027375645100935486, fitness inc: 0.00027375645100935486 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.75862383447394, cost: 0.0005369315988237311, fitness inc: 0.0005369315988237311 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.337938902268022, cost: 0.0010070051157690108, fitness inc: 0.010070051157690108 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.87017540060714, cost: 0.0012222043138867544, fitness inc: 0.0012222043138867544 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.920549205292133, cost: 0.0056177935603191065, fitness inc: 0.0056177935603191065 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.473453749315012, cost: 4.144414090667681e-05, fitness inc: 0.0004144414090667681 Fitness: 0.018135178490795822 >>>>> Evaluating: >>>>> [16.728592692569254, 6.96009276618929, 156.96593917852766, 27.356022100201937, 12.419392317153841] >>>>> [16.931615040186124, 8.54833934836547, 153.958350910334, 28.466582569585356, 10.760749875190484] >>>>> [14.98136273434201, 6.7357249100647, 155.01467765866897, 25.82218873724678, 12.083059560398338] >>>>> [16.144667338550352, 7.0429721519312, 157.1819811504685, 25.362013292843972, 11.945097782393967] >>>>> [15.66543792741053, 5.14608087252345, 157.16913917955893, 24.70477055379919, 9.425389838567387] >>>>> [16.247444965150855, 3.36314789110015, 158.76652612200365, 26.668790428273898, 8.659668532881721] >>>>> [16.75338906638707, 7.860657483557068, 157.85468645684233, 25.70516918409069, 10.076520778809256] >>>>> [14.682252263651662, 4.370941046956753, 158.44956725785562, 25.428583614241475, 10.479380863132693] >>>>> [16.04425565233099, 0.8146046190214244, 157.58564674191516, 25.904172372808436, 11.667336337404166] >>>>> [14.978704773536895, 2.4383659187359257, 157.47677564077765, 25.862433929480687, 8.704759927578612] >> Running individual: {'amp': 16.728592692569254, 'amp_increment': 6.96009276618929, 'period': 156.96593917852766, 'period_increment': 27.356022100201937, 'offset': 12.419392317153841} >> Running individual: {'amp': 16.931615040186124, 'amp_increment': 8.54833934836547, 'period': 153.958350910334, 'period_increment': 28.466582569585356, 'offset': 10.760749875190484} >> Running individual: {'amp': 14.98136273434201, 'amp_increment': 6.7357249100647, 'period': 155.01467765866897, 'period_increment': 25.82218873724678, 'offset': 12.083059560398338} >> Running individual: {'amp': 16.144667338550352, 'amp_increment': 7.0429721519312, 'period': 157.1819811504685, 'period_increment': 25.362013292843972, 'offset': 11.945097782393967} >> Running individual: {'amp': 15.66543792741053, 'amp_increment': 5.14608087252345, 'period': 157.16913917955893, 'period_increment': 24.70477055379919, 'offset': 9.425389838567387} >> Running individual: {'amp': 16.247444965150855, 'amp_increment': 3.36314789110015, 'period': 158.76652612200365, 'period_increment': 26.668790428273898, 'offset': 8.659668532881721} >> Running individual: {'amp': 16.75338906638707, 'amp_increment': 7.860657483557068, 'period': 157.85468645684233, 'period_increment': 25.70516918409069, 'offset': 10.076520778809256} >> Running individual: {'amp': 14.682252263651662, 'amp_increment': 4.370941046956753, 'period': 158.44956725785562, 'period_increment': 25.428583614241475, 'offset': 10.479380863132693} >> Running individual: {'amp': 16.04425565233099, 'amp_increment': 0.8146046190214244, 'period': 157.58564674191516, 'period_increment': 25.904172372808436, 'offset': 11.667336337404166} >> Running individual: {'amp': 14.978704773536895, 'amp_increment': 2.4383659187359257, 'period': 157.47677564077765, 'period_increment': 25.862433929480687, 'offset': 8.704759927578612} - Evaluating [16.728592692569254, 6.96009276618929, 156.96593917852766, 27.356022100201937, 12.419392317153841] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.14797409061885, cost: 0.0006419504667242171, fitness inc: 0.0006419504667242171 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.309188460033661, cost: 0.00044515497871777665, fitness inc: 0.00044515497871777665 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.370238246909472, cost: 0.0009683051464726145, fitness inc: 0.009683051464726145 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.10806639152872, cost: 0.0009663343401220548, fitness inc: 0.0009663343401220548 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.269281624867473, cost: 0.00037579793213793344, fitness inc: 0.00037579793213793344 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.425200054251198, cost: 5.97145338806504e-05, fitness inc: 0.000597145338806504 Fitness: 0.01270943452123463 - Evaluating [16.931615040186124, 8.54833934836547, 153.958350910334, 28.466582569585356, 10.760749875190484] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.69235416853743, cost: 0.0002705581106589028, fitness inc: 0.0002705581106589028 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.170852461864162, cost: 0.001277994884914646, fitness inc: 0.001277994884914646 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.495193556767021, cost: 0.0008257103105545616, fitness inc: 0.008257103105545616 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.240694190007545, cost: 0.0010087120253986503, fitness inc: 0.0010087120253986503 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.719193560223738, cost: 0.005169756367856659, fitness inc: 0.005169756367856659 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.481704810195164, cost: 3.865308878281404e-05, fitness inc: 0.0003865308878281404 Fitness: 0.016370655382202615 - Evaluating [14.98136273434201, 6.7357249100647, 155.01467765866897, 25.82218873724678, 12.083059560398338] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.06441341916427, cost: 0.00015908989510737825, fitness inc: 0.00015908989510737825 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.898295376196341, cost: 0.004105651239458941, fitness inc: 0.004105651239458941 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.451612903224839, cost: 0.0008741573348828302, fitness inc: 0.008741573348828302 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.800134703340355, cost: 0.00037426394106521155, fitness inc: 0.00037426394106521155 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.634017314606233, cost: 3.124716381253112e-05, fitness inc: 3.124716381253112e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.52944429084796, cost: 2.4414109506820658e-05, fitness inc: 0.0002441410950682066 Fitness: 0.01365596668334057 - Evaluating [16.144667338550352, 7.0429721519312, 157.1819811504685, 25.362013292843972, 11.945097782393967] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.089755519588362, cost: 0.00035629128714809166, fitness inc: 0.00035629128714809166 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.199559011963011, cost: 0.0005975752955795777, fitness inc: 0.0005975752955795777 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.362132586842148, cost: 0.0009779460119438976, fitness inc: 0.009779460119438976 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.132727822245485, cost: 0.0006825596322767025, fitness inc: 0.0006825596322767025 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.242530059743821, cost: 0.00036013015690750105, fitness inc: 0.00036013015690750105 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.477951246233102, cost: 3.9910730842418474e-05, fitness inc: 0.00039910730842418474 Fitness: 0.012175123799775034 - Evaluating [15.66543792741053, 5.14608087252345, 157.16913917955893, 24.70477055379919, 9.425389838567387] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.09081755286715, cost: 3.0824131114215447e-07, fitness inc: 3.0824131114215447e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.240035974389479, cost: 0.001433256290214624, fitness inc: 0.001433256290214624 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.36294222448364, cost: 0.0009769808890128795, fitness inc: 0.009769808890128795 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.236897611572335, cost: 1.4553722671450942e-06, fitness inc: 1.4553722671450942e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.386120564631767, cost: 0.00044813320755454633, fitness inc: 0.00044813320755454633 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.498281786940774, cost: 3.333970080932058e-05, fitness inc: 0.0003333970080932058 Fitness: 0.011986359009569458 - Evaluating [16.247444965150855, 3.36314789110015, 158.76652612200365, 26.668790428273898, 8.659668532881721] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.907103145018127, cost: 3.218527574455621e-07, fitness inc: 3.218527574455621e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.587766257318663, cost: 0.006211620476937685, fitness inc: 0.006211620476937685 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.298815822624389, cost: 0.0010548933986562758, fitness inc: 0.010548933986562758 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.270252748275986, cost: 7.7562292725597e-05, fitness inc: 7.7562292725597e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.95091636181076, cost: 0.0002109609305699367, fitness inc: 0.0002109609305699367 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.3930160442219295, cost: 7.374970830753558e-05, fitness inc: 0.0007374970830753558 Fitness: 0.01778689662262878 - Evaluating [16.75338906638707, 7.860657483557068, 157.85468645684233, 25.70516918409069, 10.076520778809256] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.82989914351907, cost: 0.00012500313834429289, fitness inc: 0.00012500313834429289 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.676856017938891, cost: 0.002617717293139532, fitness inc: 0.002617717293139532 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3355296502778025, cost: 0.001009922097479965, fitness inc: 0.01009922097479965 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.69055444254276, cost: 0.0005700879774265255, fitness inc: 0.0005700879774265255 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.537512988253969, cost: 0.004781234803226342, fitness inc: 0.004781234803226342 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.448106782892141, cost: 5.06265402955286e-05, fitness inc: 0.000506265402955286 Fitness: 0.018699529589891628 - Evaluating [14.682252263651662, 4.370941046956753, 158.44956725785562, 25.428583614241475, 10.479380863132693] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.16162361739765, cost: 9.758030999895695e-07, fitness inc: 9.758030999895695e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.202862633955412, cost: 0.0005926554134239037, fitness inc: 0.0005926554134239037 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.310740880978468, cost: 0.0010401791404297533, fitness inc: 0.010401791404297533 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.532564819660614, cost: 5.663900991659254e-06, fitness inc: 5.663900991659254e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.573804026738909, cost: 0.00047436463742733803, fitness inc: 0.00047436463742733803 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.43847722637581, cost: 5.435562956945805e-05, fitness inc: 0.0005435562956945805 Fitness: 0.012019007454935005 - Evaluating [16.04425565233099, 0.8146046190214244, 157.58564674191516, 25.904172372808436, 11.667336337404166] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.711579912403554, cost: 0.0002744348134199326, fitness inc: 0.0002744348134199326 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.3769070830846495, cost: 0.0003621823406559921, fitness inc: 0.0003621823406559921 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.345982992764618, cost: 0.0009972962658812978, fitness inc: 0.009972962658812978 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.526182295547027, cost: 5.6309192413173115e-05, fitness inc: 5.6309192413173115e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.191521796176535, cost: 0.005366020881329092, fitness inc: 0.005366020881329092 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.450333832946463, cost: 4.978296801627646e-05, fitness inc: 0.0004978296801627646 Fitness: 0.016529739566793933 - Evaluating [14.978704773536895, 2.4383659187359257, 157.47677564077765, 25.862433929480687, 8.704759927578612] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.68345209521068, cost: 6.470120821300274e-05, fitness inc: 6.470120821300274e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.273937814716629, cost: 0.0015125730733708265, fitness inc: 0.0015125730733708265 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.350012700024439, cost: 0.000992450221444785, fitness inc: 0.00992450221444785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.12182163126862, cost: 0.0003897752332677751, fitness inc: 0.0003897752332677751 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.712302164364447, cost: 0.0003867388366329827, fitness inc: 0.0003867388366329827 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.454049631850845, cost: 4.839125563149693e-05, fitness inc: 0.0004839125563149693 Fitness: 0.012762203122247406 >>>>> Evaluating: >>>>> [15.246366066565992, 4.344742883814248, 155.63291250057188, 24.61243220522964, 9.539339180260317] >>>>> [16.251035524801686, 3.914906840884132, 156.9512121447575, 25.899190590585548, 10.17727389968033] >>>>> [16.82026775315684, 5.338132495322602, 156.49005719581072, 24.5427237533829, 11.847519017140248] >>>>> [16.54064588793451, 3.4143912930935385, 156.6688465924706, 26.4443884359806, 12.139513571944068] >>>>> [15.662761579069576, 6.133758899594584, 159.31079950865535, 26.672041622485672, 11.049291188911278] >>>>> [16.4822331381405, 7.67288073177085, 157.0000757141969, 25.202325748756724, 9.422891608157656] >>>>> [16.336345705895937, 3.8450479686226666, 158.4800966537467, 25.009391831616778, 12.511531178778448] >>>>> [15.858151959061507, 3.6942465183924265, 158.8123347856233, 25.944313281126192, 10.056548663999495] >>>>> [15.251868183460806, 2.884486642924645, 157.614792408829, 25.08822245828682, 10.928045573769026] >>>>> [14.786149747086618, 4.300277284433286, 155.18756466907038, 27.747541874391796, 11.342075332037316] >> Running individual: {'amp': 15.246366066565992, 'amp_increment': 4.344742883814248, 'period': 155.63291250057188, 'period_increment': 24.61243220522964, 'offset': 9.539339180260317} >> Running individual: {'amp': 16.251035524801686, 'amp_increment': 3.914906840884132, 'period': 156.9512121447575, 'period_increment': 25.899190590585548, 'offset': 10.17727389968033} >> Running individual: {'amp': 16.82026775315684, 'amp_increment': 5.338132495322602, 'period': 156.49005719581072, 'period_increment': 24.5427237533829, 'offset': 11.847519017140248} >> Running individual: {'amp': 16.54064588793451, 'amp_increment': 3.4143912930935385, 'period': 156.6688465924706, 'period_increment': 26.4443884359806, 'offset': 12.139513571944068} >> Running individual: {'amp': 15.662761579069576, 'amp_increment': 6.133758899594584, 'period': 159.31079950865535, 'period_increment': 26.672041622485672, 'offset': 11.049291188911278} >> Running individual: {'amp': 16.4822331381405, 'amp_increment': 7.67288073177085, 'period': 157.0000757141969, 'period_increment': 25.202325748756724, 'offset': 9.422891608157656} >> Running individual: {'amp': 16.336345705895937, 'amp_increment': 3.8450479686226666, 'period': 158.4800966537467, 'period_increment': 25.009391831616778, 'offset': 12.511531178778448} >> Running individual: {'amp': 15.858151959061507, 'amp_increment': 3.6942465183924265, 'period': 158.8123347856233, 'period_increment': 25.944313281126192, 'offset': 10.056548663999495} >> Running individual: {'amp': 15.251868183460806, 'amp_increment': 2.884486642924645, 'period': 157.614792408829, 'period_increment': 25.08822245828682, 'offset': 10.928045573769026} >> Running individual: {'amp': 14.786149747086618, 'amp_increment': 4.300277284433286, 'period': 155.18756466907038, 'period_increment': 27.747541874391796, 'offset': 11.342075332037316} - Evaluating [15.246366066565992, 4.344742883814248, 155.63291250057188, 24.61243220522964, 9.539339180260317] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.785695280750478, cost: 1.7138353967105502e-06, fitness inc: 1.7138353967105502e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.707016390747946, cost: 0.00046640110041262783, fitness inc: 0.00046640110041262783 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.425083526084873, cost: 0.0009043235121340976, fitness inc: 0.009043235121340976 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.130434626424897, cost: 1.9601936566915334e-05, fitness inc: 1.9601936566915334e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.051761777709908, cost: 6.259480648251881e-07, fitness inc: 6.259480648251881e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.548619780828709, cost: 1.9611498959126727e-05, fitness inc: 0.00019611498959126727 Fitness: 0.009727692931373322 - Evaluating [16.251035524801686, 3.914906840884132, 156.9512121447575, 25.899190590585548, 10.17727389968033] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.428298359877953, cost: 7.61608917422274e-05, fitness inc: 7.61608917422274e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.073752870818834, cost: 0.0010750406055782813, fitness inc: 0.0010750406055782813 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.371049949030639, cost: 0.0009673423316193253, fitness inc: 0.009673423316193253 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.343208600413163, cost: 3.0544411606658883e-06, fitness inc: 3.0544411606658883e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.988657196458274, cost: 2.9850323102209586e-08, fitness inc: 2.9850323102209586e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.468963631391046, cost: 4.3003865283663956e-05, fitness inc: 0.00043003865283663956 Fitness: 0.011257747757834169 - Evaluating [16.82026775315684, 5.338132495322602, 156.49005719581072, 24.5427237533829, 11.847519017140248] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.667782786635655, cost: 0.000501994293917507, fitness inc: 0.000501994293917507 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.972731486095043, cost: 6.916037174065082e-07, fitness inc: 6.916037174065082e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.389776357826513, cost: 0.0009452622655041765, fitness inc: 0.009452622655041765 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.00590753044081, cost: 0.00041587554869260135, fitness inc: 0.00041587554869260135 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.310873016973263, cost: 2.2554119884610202e-05, fitness inc: 2.2554119884610202e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.524098881369167, cost: 2.584654813697629e-05, fitness inc: 0.0002584654813697629 Fitness: 0.010652203702623653 - Evaluating [16.54064588793451, 3.4143912930935385, 156.6688465924706, 26.4443884359806, 12.139513571944068] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.68014829975159, cost: 0.0005053830758443567, fitness inc: 0.0005053830758443567 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.401120966227477, cost: 0.00033458708928213454, fitness inc: 0.00033458708928213454 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.383250351077807, cost: 0.0009529281401801093, fitness inc: 0.009529281401801093 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.09454636919604, cost: 0.00011373107288015216, fitness inc: 0.00011373107288015216 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.815509934159806, cost: 0.0011122018842475434, fitness inc: 0.0011122018842475434 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.461496450026503, cost: 4.566151359486348e-05, fitness inc: 0.0004566151359486348 Fitness: 0.012051799660003915 - Evaluating [15.662761579069576, 6.133758899594584, 159.31079950865535, 26.672041622485672, 11.049291188911278] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.712037634422796, cost: 0.0001094212166132813, fitness inc: 0.0001094212166132813 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.613465004062598, cost: 0.00013939771052184913, fitness inc: 0.00013939771052184913 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.27667587245699, cost: 0.001082484911672399, fitness inc: 0.010824849116723989 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.84580007818846, cost: 0.00020992426468435799, fitness inc: 0.00020992426468435799 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.747217082016428, cost: 0.0001302728902594641, fitness inc: 0.0001302728902594641 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.3770668100543135, cost: 8.125337683995149e-05, fitness inc: 0.0008125337683995149 Fitness: 0.012226398967202456 - Evaluating [16.4822331381405, 7.67288073177085, 157.0000757141969, 25.202325748756724, 9.422891608157656] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.905092022457875, cost: 3.058553396417807e-05, fitness inc: 3.058553396417807e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.059308855883682, cost: 0.003942686906745374, fitness inc: 0.003942686906745374 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.369426751591395, cost: 0.0009692681933627378, fitness inc: 0.009692681933627378 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.57797674728404, cost: 0.00033179813305472816, fitness inc: 0.00033179813305472816 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.732195048448565, cost: 0.005198132735677041, fitness inc: 0.005198132735677041 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.488474204170434, cost: 3.643587543766813e-05, fitness inc: 0.0003643587543766813 Fitness: 0.01956024399744538 - Evaluating [16.336345705895937, 3.8450479686226666, 158.4800966537467, 25.009391831616778, 12.511531178778448] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.847867424632426, cost: 0.0005524707721006328, fitness inc: 0.0005524707721006328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.824802637465251, cost: 0.0012872775344491272, fitness inc: 0.0012872775344491272 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.309944472487684, cost: 0.0010411586137921702, fitness inc: 0.010411586137921702 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.69290788098798, cost: 0.0001879779689413219, fitness inc: 0.0001879779689413219 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.669859700476326, cost: 0.0012652660857582765, fitness inc: 0.0012652660857582765 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.450333832946463, cost: 4.978296801627646e-05, fitness inc: 0.0004978296801627646 Fitness: 0.014202408179333825 - Evaluating [15.858151959061507, 3.6942465183924265, 158.8123347856233, 25.944313281126192, 10.056548663999495] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.914687942650072, cost: 3.123746203581579e-05, fitness inc: 3.123746203581579e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.8015900526558255, cost: 0.0005994328901586243, fitness inc: 0.0005994328901586243 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.296436217100164, cost: 0.00105784190895708, fitness inc: 0.0105784190895708 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.60893777383692, cost: 3.964182506921432e-06, fitness inc: 3.964182506921432e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.495842023189823, cost: 5.929684587402395e-05, fitness inc: 5.929684587402395e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.4127198917448, cost: 6.498137557597872e-05, fitness inc: 0.0006498137557597872 Fitness: 0.011922164225905973 - Evaluating [15.251868183460806, 2.884486642924645, 157.614792408829, 25.08822245828682, 10.928045573769026] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.179902340456625, cost: 5.197599829320776e-05, fitness inc: 5.197599829320776e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.323811423401181, cost: 0.00042651522355663385, fitness inc: 0.00042651522355663385 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.34437254155468, cost: 0.000999236252993807, fitness inc: 0.00999236252993807 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.064396646251634, cost: 2.2692323908946044e-05, fitness inc: 2.2692323908946044e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.208297171564536, cost: 0.0018151766369591815, fitness inc: 0.0018151766369591815 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.473453749315012, cost: 4.144414090667681e-05, fitness inc: 0.0004144414090667681 Fitness: 0.012723164121722808 - Evaluating [14.786149747086618, 4.300277284433286, 155.18756466907038, 27.747541874391796, 11.342075332037316] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.128212766706458, cost: 4.752217027370609e-05, fitness inc: 4.752217027370609e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.444061503931236, cost: 0.00225435989879319, fitness inc: 0.00225435989879319 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.444129398117346, cost: 0.000882615046034263, fitness inc: 0.00882615046034263 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.42849263881048, cost: 4.760857658991924e-06, fitness inc: 4.760857658991924e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.744342857534846, cost: 0.001185763491127867, fitness inc: 0.001185763491127867 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.465974309919938, cost: 4.405823350195348e-05, fitness inc: 0.0004405823350195348 Fitness: 0.01275913921321592 >>>>> Evaluating: >>>>> [14.398218393143518, 5.666513779104214, 155.5110834163843, 25.77295816271698, 10.803036016703883] >>>>> [14.703558732379099, 3.930037169566718, 157.07159951347882, 25.275733249525704, 11.374264801048593] >>>>> [15.17059907153785, 2.2018299386535984, 155.5224962875874, 26.760994877008176, 9.682802154568003] >>>>> [15.445029261946793, 2.6862941807569984, 156.0575004182034, 26.257862604949324, 9.770310945691008] >>>>> [15.515991683681433, 2.9968748364802567, 158.87086076759533, 25.902259674814022, 9.865748314349831] >>>>> [15.330419693759408, 3.6327469540842072, 156.51897281669474, 23.164989586823854, 9.241223664399678] >>>>> [13.925886289186314, 3.4424850454454345, 156.72952734951292, 26.563359366485855, 10.417634219108157] >>>>> [15.833135556413696, 3.25311765292711, 157.73056879810662, 28.611164715925273, 10.851307618594717] >>>>> [17.014901010927858, 3.5583981880036344, 156.0137260345053, 27.401941215780333, 9.706053619729701] >>>>> [18.197739645519356, 3.3736105356679484, 156.73003541661186, 27.875606856162797, 12.458025545242059] >> Running individual: {'amp': 14.398218393143518, 'amp_increment': 5.666513779104214, 'period': 155.5110834163843, 'period_increment': 25.77295816271698, 'offset': 10.803036016703883} >> Running individual: {'amp': 14.703558732379099, 'amp_increment': 3.930037169566718, 'period': 157.07159951347882, 'period_increment': 25.275733249525704, 'offset': 11.374264801048593} >> Running individual: {'amp': 15.17059907153785, 'amp_increment': 2.2018299386535984, 'period': 155.5224962875874, 'period_increment': 26.760994877008176, 'offset': 9.682802154568003} >> Running individual: {'amp': 15.445029261946793, 'amp_increment': 2.6862941807569984, 'period': 156.0575004182034, 'period_increment': 26.257862604949324, 'offset': 9.770310945691008} >> Running individual: {'amp': 15.515991683681433, 'amp_increment': 2.9968748364802567, 'period': 158.87086076759533, 'period_increment': 25.902259674814022, 'offset': 9.865748314349831} >> Running individual: {'amp': 15.330419693759408, 'amp_increment': 3.6327469540842072, 'period': 156.51897281669474, 'period_increment': 23.164989586823854, 'offset': 9.241223664399678} >> Running individual: {'amp': 13.925886289186314, 'amp_increment': 3.4424850454454345, 'period': 156.72952734951292, 'period_increment': 26.563359366485855, 'offset': 10.417634219108157} >> Running individual: {'amp': 15.833135556413696, 'amp_increment': 3.25311765292711, 'period': 157.73056879810662, 'period_increment': 28.611164715925273, 'offset': 10.851307618594717} >> Running individual: {'amp': 17.014901010927858, 'amp_increment': 3.5583981880036344, 'period': 156.0137260345053, 'period_increment': 27.401941215780333, 'offset': 9.706053619729701} >> Running individual: {'amp': 18.197739645519356, 'amp_increment': 3.3736105356679484, 'period': 156.73003541661186, 'period_increment': 27.875606856162797, 'offset': 12.458025545242059} - Evaluating [14.398218393143518, 5.666513779104214, 155.5110834163843, 25.77295816271698, 10.803036016703883] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.20124984634793, cost: 1.5127714269036474e-06, fitness inc: 1.5127714269036474e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.5951690425553515, cost: 0.001838504367264182, fitness inc: 0.001838504367264182 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.430868167201607, cost: 0.0008977023725119659, fitness inc: 0.00897702372511966 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.867760617029955, cost: 1.9523553156708395e-05, fitness inc: 1.9523553156708395e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.261684631857865, cost: 0.00012716577897420311, fitness inc: 0.00012716577897420311 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.515719801433279, cost: 2.817409923749903e-05, fitness inc: 0.0002817409923749903 Fitness: 0.011245471188316647 - Evaluating [14.703558732379099, 3.930037169566718, 157.07159951347882, 25.275733249525704, 11.374264801048593] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.077812215419794, cost: 4.3371451551421636e-05, fitness inc: 4.3371451551421636e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.329284656072121, cost: 0.002598336459664785, fitness inc: 0.002598336459664785 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.366993505665662, cost: 0.0009721587235193008, fitness inc: 0.009721587235193008 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.00785388364982, cost: 1.6123560264702519e-09, fitness inc: 1.6123560264702519e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.259317558705479, cost: 0.0017495498460785575, fitness inc: 0.0017495498460785575 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.483959418699495, cost: 3.7907353470312266e-05, fitness inc: 0.00037907353470312266 Fitness: 0.014491920139546921 - Evaluating [15.17059907153785, 2.2018299386535984, 155.5224962875874, 26.760994877008176, 9.682802154568003] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.85339242014845, cost: 8.019184356555797e-07, fitness inc: 8.019184356555797e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.48778374897882, cost: 0.00022206880784036986, fitness inc: 0.00022206880784036986 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.430041152262408, cost: 0.0008986474930442467, fitness inc: 0.008986474930442467 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.055221168199598, cost: 0.00022476746218924593, fitness inc: 0.00022476746218924593 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.6896183461025505, cost: 0.0012439254602938377, fitness inc: 0.0012439254602938377 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.486215882594173, cost: 3.716827660882327e-05, fitness inc: 0.0003716827660882327 Fitness: 0.011049721345289809 - Evaluating [15.445029261946793, 2.6862941807569984, 156.0575004182034, 26.257862604949324, 9.770310945691008] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.21533185029027, cost: 1.7318300816748788e-06, fitness inc: 1.7318300816748788e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.674706803514323, cost: 0.0004247678683261258, fitness inc: 0.0004247678683261258 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.407791874918939, cost: 0.0009242603073007505, fitness inc: 0.009242603073007505 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.901628320200217, cost: 0.00011413980552610337, fitness inc: 0.00011413980552610337 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.361001669177847, cost: 0.0006263937322144031, fitness inc: 0.0006263937322144031 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.485463521666774, cost: 3.741389467160072e-05, fitness inc: 0.0003741389467160072 Fitness: 0.01078377525587182 - Evaluating [15.515991683681433, 2.9968748364802567, 158.87086076759533, 25.902259674814022, 9.865748314349831] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.38173232918888, cost: 5.441538707406934e-06, fitness inc: 5.441538707406934e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.650232515477381, cost: 0.0003945247735587243, fitness inc: 0.0003945247735587243 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.294058408861077, cost: 0.0010607922894604327, fitness inc: 0.010607922894604327 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.37860820151286, cost: 6.814975362767761e-05, fitness inc: 6.814975362767761e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.647109501653343, cost: 0.00042687307116828777, fitness inc: 0.00042687307116828777 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.411987552427827, cost: 6.529734698046408e-05, fitness inc: 0.0006529734698046408 Fitness: 0.012155885501471064 - Evaluating [15.330419693759408, 3.6327469540842072, 156.51897281669474, 23.164989586823854, 9.241223664399678] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.571632823459556, cost: 6.8490722330283305e-06, fitness inc: 6.8490722330283305e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.089186721897524, cost: 0.0011061316232910956, fitness inc: 0.0011061316232910956 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.388959877331007, cost: 0.0009462196673925005, fitness inc: 0.009462196673925005 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.20438292384527, cost: 8.358161773580619e-05, fitness inc: 8.358161773580619e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.721931967840186, cost: 1.803736962846525e-05, fitness inc: 1.803736962846525e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675873, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.010836409781129874 - Evaluating [13.925886289186314, 3.4424850454454345, 156.72952734951292, 26.563359366485855, 10.417634219108157] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.343513208955084, cost: 1.6087209938620006e-05, fitness inc: 1.6087209938620006e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.5082421548874847, cost: 0.002072588266601727, fitness inc: 0.002072588266601727 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.380806533944928, cost: 0.0009558067522608127, fitness inc: 0.009558067522608127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.786003695376973, cost: 0.00012706360193148747, fitness inc: 0.00012706360193148747 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.9507200899948405, cost: 0.0021648299943489713, fitness inc: 0.0021648299943489713 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.455537370430183, cost: 4.783956953380297e-05, fitness inc: 0.0004783956953380297 Fitness: 0.014417032290766962 - Evaluating [15.833135556413696, 3.25311765292711, 157.73056879810662, 28.611164715925273, 10.851307618594717] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.684432091859453, cost: 0.00010592143426113587, fitness inc: 0.00010592143426113587 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.981816566645398, cost: 3.069945929690121e-07, fitness inc: 3.069945929690121e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.339546088499103, cost: 0.0010050615671800545, fitness inc: 0.010050615671800545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.937551498332304, cost: 1.0100220371178636e-07, fitness inc: 1.0100220371178636e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.234936092594902, cost: 0.0007263885888056931, fitness inc: 0.0007263885888056931 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.366246310704862, cost: 8.655100675469818e-05, fitness inc: 0.0008655100675469818 Fitness: 0.011748843759211036 - Evaluating [17.014901010927858, 3.5583981880036344, 156.0137260345053, 27.401941215780333, 9.706053619729701] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.72094136924474, cost: 0.00011056214456861557, fitness inc: 0.00011056214456861557 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.308833321329241, cost: 0.004950994700910871, fitness inc: 0.004950994700910871 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.409434687859566, cost: 0.0009223568703294882, fitness inc: 0.009223568703294882 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.279344266625845, cost: 2.0235505395760356e-06, fitness inc: 2.0235505395760356e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.867239075766026, cost: 0.00017547422098485033, fitness inc: 0.00017547422098485033 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.452562704470296, cost: 4.8945800683375396e-05, fitness inc: 0.000489458006833754 Fitness: 0.01495208132713255 - Evaluating [18.197739645519356, 3.3736105356679484, 156.73003541661186, 27.875606856162797, 12.458025545242059] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.65575519419771, cost: 0.0011928025494609695, fitness inc: 0.0011928025494609695 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.739701215270903, cost: 0.0005104950506965578, fitness inc: 0.0005104950506965578 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.380806533944928, cost: 0.0009558067522608127, fitness inc: 0.009558067522608127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.02935754294721, cost: 0.0004207566582846711, fitness inc: 0.0004207566582846711 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.113308982907421, cost: 0.00018340576073738735, fitness inc: 0.00018340576073738735 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.417118093173628, cost: 6.309986835884018e-05, fitness inc: 0.0006309986835884018 Fitness: 0.012496526225376114 >>>>> Evaluating: >>>>> [15.27670704644979, 4.5364201949342915, 156.18619153609825, 26.10692858481652, 9.665546024182976] >>>>> [15.399398542196533, 4.242801006244457, 155.81268225850857, 25.07609856135892, 10.964361737307934] >>>>> [15.018717405284109, 4.2035576291682455, 158.4136689319322, 26.628399580992816, 9.820401930414862] >>>>> [14.298358627832666, 1.3593441238595827, 159.5286097839294, 26.8100517144637, 10.503800463179447] >>>>> [15.14719782671773, 4.1464971275934275, 155.15725538187877, 26.22322477643872, 9.609306459021326] >>>>> [15.15519492137625, 4.0600736416134335, 155.78539980450452, 24.48183009028176, 8.104351365632505] >>>>> [15.329643863803664, 3.1793471601665684, 157.0744849987377, 27.237676340658403, 10.680687869943842] >>>>> [16.7933355345768, 3.577067397598413, 157.36622799349706, 26.360197227002736, 12.198458688725882] >>>>> [15.638241256275041, 4.401422791987165, 154.63291870001856, 25.260326747106273, 10.72254387833462] >>>>> [14.971669791976437, 3.933926819321474, 156.82338035540624, 24.47454465510377, 7.933374331739296] >> Running individual: {'amp': 15.27670704644979, 'amp_increment': 4.5364201949342915, 'period': 156.18619153609825, 'period_increment': 26.10692858481652, 'offset': 9.665546024182976} >> Running individual: {'amp': 15.399398542196533, 'amp_increment': 4.242801006244457, 'period': 155.81268225850857, 'period_increment': 25.07609856135892, 'offset': 10.964361737307934} >> Running individual: {'amp': 15.018717405284109, 'amp_increment': 4.2035576291682455, 'period': 158.4136689319322, 'period_increment': 26.628399580992816, 'offset': 9.820401930414862} >> Running individual: {'amp': 14.298358627832666, 'amp_increment': 1.3593441238595827, 'period': 159.5286097839294, 'period_increment': 26.8100517144637, 'offset': 10.503800463179447} >> Running individual: {'amp': 15.14719782671773, 'amp_increment': 4.1464971275934275, 'period': 155.15725538187877, 'period_increment': 26.22322477643872, 'offset': 9.609306459021326} >> Running individual: {'amp': 15.15519492137625, 'amp_increment': 4.0600736416134335, 'period': 155.78539980450452, 'period_increment': 24.48183009028176, 'offset': 8.104351365632505} >> Running individual: {'amp': 15.329643863803664, 'amp_increment': 3.1793471601665684, 'period': 157.0744849987377, 'period_increment': 27.237676340658403, 'offset': 10.680687869943842} >> Running individual: {'amp': 16.7933355345768, 'amp_increment': 3.577067397598413, 'period': 157.36622799349706, 'period_increment': 26.360197227002736, 'offset': 12.198458688725882} >> Running individual: {'amp': 15.638241256275041, 'amp_increment': 4.401422791987165, 'period': 154.63291870001856, 'period_increment': 25.260326747106273, 'offset': 10.72254387833462} >> Running individual: {'amp': 14.971669791976437, 'amp_increment': 3.933926819321474, 'period': 156.82338035540624, 'period_increment': 24.47454465510377, 'offset': 7.933374331739296} - Evaluating [15.27670704644979, 4.5364201949342915, 156.18619153609825, 26.10692858481652, 9.665546024182976] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.942244407960217, cost: 1.2432935669881573e-07, fitness inc: 1.2432935669881573e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.611153823232247, cost: 0.00034854752273638656, fitness inc: 0.00034854752273638656 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4020486555688185, cost: 0.0009309300357590589, fitness inc: 0.009309300357590589 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.47865486233858, cost: 7.045780508363464e-06, fitness inc: 7.045780508363464e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.147579667968596, cost: 5.08417029809749e-06, fitness inc: 5.08417029809749e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.486215882594173, cost: 3.716827660882327e-05, fitness inc: 0.0003716827660882327 Fitness: 0.010041784926578368 - Evaluating [15.399398542196533, 4.242801006244457, 155.81268225850857, 25.07609856135892, 10.964361737307934] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.3637515420162, cost: 6.943348120791448e-05, fitness inc: 6.943348120791448e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.435029965457925, cost: 0.00029777871736114125, fitness inc: 0.00029777871736114125 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.418485237482988, cost: 0.0009119055786678265, fitness inc: 0.009119055786678265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.606558302078803, cost: 9.539427612836882e-06, fitness inc: 9.539427612836882e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.677822138659014, cost: 0.0004077191111185874, fitness inc: 0.0004077191111185874 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.527915975676361, cost: 2.4819492431382706e-05, fitness inc: 0.00024819492431382706 Fitness: 0.010151721448292572 - Evaluating [15.018717405284109, 4.2035576291682455, 158.4136689319322, 26.628399580992816, 9.820401930414862] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.839107962139593, cost: 9.658536134216078e-07, fitness inc: 9.658536134216078e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.19830335779181, cost: 3.671949278272191e-05, fitness inc: 3.671949278272191e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.312334301223635, cost: 0.001038220831143355, fitness inc: 0.01038220831143355 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.042666848027658, cost: 2.375865479264938e-05, fitness inc: 2.375865479264938e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.401862868662182, cost: 8.346378235102314e-05, fitness inc: 8.346378235102314e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.404675043912182, cost: 6.84943855989717e-05, fitness inc: 0.000684943855989717 Fitness: 0.011212059950963082 - Evaluating [14.298358627832666, 1.3593441238595827, 159.5286097839294, 26.8100517144637, 10.503800463179447] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.802152332640546, cost: 1.4606684272111536e-06, fitness inc: 1.4606684272111536e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.79454804470114, cost: 0.0013543225457206542, fitness inc: 0.0013543225457206542 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.2688064192568165, cost: 0.0010923775999226448, fitness inc: 0.010923775999226448 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.161496503346097, cost: 0.00038184396685880806, fitness inc: 0.00038184396685880806 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.1538949414009325, cost: 0.005449869923304207, fitness inc: 0.005449869923304207 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.366966322285528, cost: 8.619330069981057e-05, fitness inc: 0.0008619330069981057 Fitness: 0.018973206110535434 - Evaluating [15.14719782671773, 4.1464971275934275, 155.15725538187877, 26.22322477643872, 9.609306459021326] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.75649446516867, cost: 2.2128201951909787e-06, fitness inc: 2.2128201951909787e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.537879667279124, cost: 0.00027000666296261855, fitness inc: 0.00027000666296261855 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.444960041246778, cost: 0.0008816742657424825, fitness inc: 0.008816742657424825 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.902992163769976, cost: 3.1197198942733984e-05, fitness inc: 3.1197198942733984e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.6843795169741, cost: 2.3238664078828464e-05, fitness inc: 2.3238664078828464e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.51267916207196, cost: 2.904354030242029e-05, fitness inc: 0.0002904354030242029 Fitness: 0.0094338334066284 - Evaluating [15.15519492137625, 4.0600736416134335, 155.78539980450452, 24.48183009028176, 8.104351365632505] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.25953742743864, cost: 0.00011307199088472775, fitness inc: 0.00011307199088472775 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.05083581187202, cost: 0.003910436566077258, fitness inc: 0.003910436566077258 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.418485237482988, cost: 0.0009119055786678265, fitness inc: 0.009119055786678265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.31960935212016, cost: 0.00018622589452521598, fitness inc: 0.00018622589452521598 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.110909709363568, cost: 0.0002878970777627776, fitness inc: 0.0002878970777627776 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.547850208043573, cost: 1.9794122276817205e-05, fitness inc: 0.00019794122276817205 Fitness: 0.013814628538696416 - Evaluating [15.329643863803664, 3.1793471601665684, 157.0744849987377, 27.237676340658403, 10.680687869943842] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.010319432525407, cost: 3.811009247012276e-05, fitness inc: 3.811009247012276e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.648948214105481, cost: 0.00011497944790628267, fitness inc: 0.00011497944790628267 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.366993505665662, cost: 0.0009721587235193008, fitness inc: 0.009721587235193008 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.189675652614493, cost: 1.7022018075296685e-05, fitness inc: 1.7022018075296685e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.828289830294733, cost: 0.0010992406198960802, fitness inc: 0.0010992406198960802 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.425935973954704, cost: 5.941091066052895e-05, fitness inc: 0.0005941091066052895 Fitness: 0.01158504852014608 - Evaluating [16.7933355345768, 3.577067397598413, 157.36622799349706, 26.360197227002736, 12.198458688725882] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.991783359507608, cost: 0.0005945444984459813, fitness inc: 0.0005945444984459813 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.594865387130352, cost: 0.00015313540787642577, fitness inc: 0.00015313540787642577 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.35404752827455, cost: 0.0009876098085599416, fitness inc: 0.009876098085599416 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.56885087112701, cost: 0.0001710604439114638, fitness inc: 0.0001710604439114638 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.171936091123616, cost: 0.0007791274728781161, fitness inc: 0.0007791274728781161 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.442917403727594, cost: 5.2619690754318604e-05, fitness inc: 0.000526196907543186 Fitness: 0.01210016281625459 - Evaluating [15.638241256275041, 4.401422791987165, 154.63291870001856, 25.260326747106273, 10.72254387833462] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.36077464472983, cost: 6.913071446168484e-05, fitness inc: 6.913071446168484e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.915687416678195, cost: 6.627332120534568e-06, fitness inc: 6.627332120534568e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.467468632776163, cost: 0.0008563716824334655, fitness inc: 0.008563716824334655 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.762188872434308, cost: 1.5062275981581053e-05, fitness inc: 1.5062275981581053e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.31711854998664, cost: 0.00010878824599458436, fitness inc: 0.00010878824599458436 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.559416261291754, cost: 1.7138664140992077e-05, fitness inc: 0.00017138664140992077 Fitness: 0.00893471203430296 - Evaluating [14.971669791976437, 3.933926819321474, 156.82338035540624, 24.47454465510377, 7.933374331739296] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.90503565410485, cost: 0.00016381772608298206, fitness inc: 0.00016381772608298206 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.038286014492638, cost: 0.0038629096829535525, fitness inc: 0.0038629096829535525 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3767376610116635, cost: 0.00096060914773477, fitness inc: 0.0096060914773477 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.838966152128215, cost: 0.00025898353604525415, fitness inc: 0.00025898353604525415 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.972211476778563, cost: 0.00022051294294922474, fitness inc: 0.00022051294294922474 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.515719801433279, cost: 2.817409923749903e-05, fitness inc: 0.0002817409923749903 Fitness: 0.014394056357753704 >>>>> Evaluating: >>>>> [16.0445726333234, 2.489289094411996, 158.89351744679635, 25.261751319744715, 10.378902350954027] >>>>> [14.365924243876302, 4.15575259490922, 157.63906717390438, 26.88220018192116, 10.242862074045144] >>>>> [15.707464267380038, 4.18533088769136, 158.08651124829643, 26.52978689021855, 10.107998809650256] >>>>> [15.587532199577467, 3.465957196061087, 155.6878875113865, 25.41096695527227, 11.45823236517362] >>>>> [13.867163420995086, 5.573058166779563, 157.4808986802403, 26.436488494342566, 8.18185698609985] >>>>> [15.86367237424851, 3.8283080980070716, 154.80907111771137, 26.547880209948406, 9.747377822758109] >>>>> [16.736011195040387, 4.160457672446452, 159.6594278842472, 27.298962289641608, 9.089093040670033] >>>>> [16.84582650839009, 5.13418490967852, 154.59264984339714, 24.07442007000061, 11.38762989379087] >>>>> [16.614317773738055, 4.9601669921347025, 156.20763361821633, 25.749132131188052, 9.216856444504744] >>>>> [14.942823114741607, 3.5757731840164095, 155.49806237133632, 24.323968936894367, 9.087864613032837] >> Running individual: {'amp': 16.0445726333234, 'amp_increment': 2.489289094411996, 'period': 158.89351744679635, 'period_increment': 25.261751319744715, 'offset': 10.378902350954027} >> Running individual: {'amp': 14.365924243876302, 'amp_increment': 4.15575259490922, 'period': 157.63906717390438, 'period_increment': 26.88220018192116, 'offset': 10.242862074045144} >> Running individual: {'amp': 15.707464267380038, 'amp_increment': 4.18533088769136, 'period': 158.08651124829643, 'period_increment': 26.52978689021855, 'offset': 10.107998809650256} >> Running individual: {'amp': 15.587532199577467, 'amp_increment': 3.465957196061087, 'period': 155.6878875113865, 'period_increment': 25.41096695527227, 'offset': 11.45823236517362} >> Running individual: {'amp': 13.867163420995086, 'amp_increment': 5.573058166779563, 'period': 157.4808986802403, 'period_increment': 26.436488494342566, 'offset': 8.18185698609985} >> Running individual: {'amp': 15.86367237424851, 'amp_increment': 3.8283080980070716, 'period': 154.80907111771137, 'period_increment': 26.547880209948406, 'offset': 9.747377822758109} >> Running individual: {'amp': 16.736011195040387, 'amp_increment': 4.160457672446452, 'period': 159.6594278842472, 'period_increment': 27.298962289641608, 'offset': 9.089093040670033} >> Running individual: {'amp': 16.84582650839009, 'amp_increment': 5.13418490967852, 'period': 154.59264984339714, 'period_increment': 24.07442007000061, 'offset': 11.38762989379087} >> Running individual: {'amp': 16.614317773738055, 'amp_increment': 4.9601669921347025, 'period': 156.20763361821633, 'period_increment': 25.749132131188052, 'offset': 9.216856444504744} >> Running individual: {'amp': 14.942823114741607, 'amp_increment': 3.5757731840164095, 'period': 155.49806237133632, 'period_increment': 24.323968936894367, 'offset': 9.087864613032837} - Evaluating [16.0445726333234, 2.489289094411996, 158.89351744679635, 25.261751319744715, 10.378902350954027] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.423472801321022, cost: 7.564719220587435e-05, fitness inc: 7.564719220587435e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.6656496767776, cost: 0.00041344588892544554, fitness inc: 0.00041344588892544554 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.293266205159521, cost: 0.0010617761640480117, fitness inc: 0.010617761640480117 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.912751980011212, cost: 3.0644561018089433e-05, fitness inc: 3.0644561018089433e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.154951778303753, cost: 0.000793660992726597, fitness inc: 0.000793660992726597 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.429618569294704, cost: 5.7903181441609775e-05, fitness inc: 0.0005790318144160977 Fitness: 0.01251019208977222 - Evaluating [14.365924243876302, 4.15575259490922, 157.63906717390438, 26.88220018192116, 10.242862074045144] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.6087776958319, cost: 5.712654517653348e-06, fitness inc: 5.712654517653348e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.123052865766845, cost: 0.0007171885150293322, fitness inc: 0.0007171885150293322 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.343567622429894, cost: 0.0010002065817686923, fitness inc: 0.010002065817686923 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.76452973935348, cost: 3.95694449190076e-05, fitness inc: 3.95694449190076e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.278806228578963, cost: 0.0006907529667267154, fitness inc: 0.0006907529667267154 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.41931987535484, cost: 6.216834782413194e-05, fitness inc: 0.0006216834782413194 Fitness: 0.01207697287712095 - Evaluating [15.707464267380038, 4.18533088769136, 158.08651124829643, 26.52978689021855, 10.107998809650256] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.815454678591717, cost: 2.4827771985869163e-05, fitness inc: 2.4827771985869163e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.599453558548426, cost: 0.0003353351462004328, fitness inc: 0.0003353351462004328 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.325110689436106, cost: 0.0010225851893833626, fitness inc: 0.010225851893833626 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.000785797275995, cost: 1.7348789072002546e-11, fitness inc: 1.7348789072002546e-11 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.784789915710338, cost: 1.0803638617162825e-05, fitness inc: 1.0803638617162825e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.417118093173628, cost: 6.309986835884018e-05, fitness inc: 0.0006309986835884018 Fitness: 0.011227817151574282 - Evaluating [15.587532199577467, 3.465957196061087, 155.6878875113865, 25.41096695527227, 11.45823236517362] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.04575825640374, cost: 0.0001562281531032328, fitness inc: 0.0001562281531032328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.129286627222293, cost: 0.0007070351509456119, fitness inc: 0.0007070351509456119 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4226075786759775, cost: 0.0009071649131023873, fitness inc: 0.009071649131023873 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.511713009419303, cost: 6.789532603912463e-06, fitness inc: 6.789532603912463e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.595251525582846, cost: 0.001347477936943009, fitness inc: 0.001347477936943009 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.521811154057722, cost: 2.6472079466155485e-05, fitness inc: 0.00026472079466155485 Fitness: 0.011553900699281194 - Evaluating [13.867163420995086, 5.573058166779563, 157.4808986802403, 26.436488494342566, 8.18185698609985] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.049010942219365, cost: 0.0003249963631072328, fitness inc: 0.0003249963631072328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.685298117343962, cost: 0.0004382014157970904, fitness inc: 0.0004382014157970904 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.350012700024439, cost: 0.000992450221444785, fitness inc: 0.00992450221444785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.622069452508004, cost: 0.00014657439423471086, fitness inc: 0.00014657439423471086 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.258354785486326, cost: 0.0003693580763305393, fitness inc: 0.0003693580763305393 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.437737901032366, cost: 5.4647412880526325e-05, fitness inc: 0.0005464741288052632 Fitness: 0.011750106592722687 - Evaluating [15.86367237424851, 3.8283080980070716, 154.80907111771137, 26.547880209948406, 9.747377822758109] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.611038930509267, cost: 1.3941113420901097e-05, fitness inc: 1.3941113420901097e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.116280999874384, cost: 0.001161780506204968, fitness inc: 0.001161780506204968 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.459948320412469, cost: 0.0008647846196869757, fitness inc: 0.008647846196869757 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.4393466235123, cost: 8.148367816485091e-06, fitness inc: 8.148367816485091e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.944592821770843, cost: 7.154939781761627e-07, fitness inc: 7.154939781761627e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.51343900758017, cost: 2.882503172019213e-05, fitness inc: 0.0002882503172019213 Fitness: 0.010120681995492209 - Evaluating [16.736011195040387, 4.160457672446452, 159.6594278842472, 27.298962289641608, 9.089093040670033] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.825094603991023, cost: 2.541819683576918e-05, fitness inc: 2.541819683576918e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.646905375835416, cost: 0.006496906369299893, fitness inc: 0.006496906369299893 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.263309532756153, cost: 0.0010993143409050443, fitness inc: 0.010993143409050443 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.985551491611183, cost: 5.388175017273511e-09, fitness inc: 5.388175017273511e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.80736533381538, cost: 0.0007616510786003783, fitness inc: 0.0007616510786003783 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.348308597405271, cost: 9.570159611382856e-05, fitness inc: 0.0009570159611382856 Fitness: 0.019234140403099786 - Evaluating [16.84582650839009, 5.13418490967852, 154.59264984339714, 24.07442007000061, 11.38762989379087] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.2334418645098, cost: 0.0003901860739119467, fitness inc: 0.0003901860739119467 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.4581849352776, cost: 0.00019594370502407088, fitness inc: 0.00019594370502407088 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46830530400938, cost: 0.0008554382378358483, fitness inc: 0.008554382378358483 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.36763109910006, cost: 0.00029394418075734396, fitness inc: 0.00029394418075734396 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.59237271615612, cost: 8.188066677372596e-05, fitness inc: 8.188066677372596e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.597223777005699, cost: 9.792194790581021e-06, fitness inc: 9.792194790581021e-05 Fitness: 0.00961425895273138 - Evaluating [16.614317773738055, 4.9601669921347025, 156.20763361821633, 25.749132131188052, 9.216856444504744] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.83116062478689, cost: 2.579328397489533e-05, fitness inc: 2.579328397489533e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.397450516090019, cost: 0.00533626951156585, fitness inc: 0.00533626951156585 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4020486555688185, cost: 0.0009309300357590589, fitness inc: 0.009309300357590589 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.79133055571336, cost: 1.6236013419268502e-05, fitness inc: 1.6236013419268502e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.357619410397486, cost: 0.0012953166287975604, fitness inc: 0.0012953166287975604 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.496015388842281, cost: 3.404297373299503e-05, fitness inc: 0.0003404297373299503 Fitness: 0.016323345532678113 - Evaluating [14.942823114741607, 3.5757731840164095, 155.49806237133632, 24.323968936894367, 9.087864613032837] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.03067637365804, cost: 3.507343699415966e-05, fitness inc: 3.507343699415966e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.854954101141916, cost: 0.0006818400607454533, fitness inc: 0.0006818400607454533 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.430868167201607, cost: 0.0008977023725119659, fitness inc: 0.00897702372511966 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.60644993576697, cost: 0.00014850601532012675, fitness inc: 0.00014850601532012675 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.430721546999603, cost: 7.560439950171638e-05, fitness inc: 7.560439950171638e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.561735261400746, cost: 1.6629250029209786e-05, fitness inc: 0.00016629250029209786 Fitness: 0.010084340137973213 >>>>> Evaluating: >>>>> [16.713097986374617, 3.5063507900308357, 153.40253432727218, 23.44258431580551, 9.464381519591589] >>>>> [17.13935819786778, 2.9053748975908116, 154.69766953789156, 25.101581963473393, 9.158411491088236] >>>>> [14.665895675254413, 4.716680471777529, 156.42164033020006, 26.080965084857333, 9.076104958418982] >>>>> [15.479851160636859, 2.97893221365755, 154.78648292378995, 25.70005008250513, 11.127327798944274] >>>>> [16.888050194105418, 3.1338804811164995, 154.15405079443656, 26.566706431910337, 9.903981550471217] >>>>> [15.006068486902407, 3.4488489872286054, 154.04760367834615, 27.524645268767127, 9.927620619870968] >>>>> [15.388709918135152, 4.254738960809697, 153.76497778808036, 25.163872396908367, 10.79122089294399] >>>>> [14.512460862439635, 4.526199309522885, 154.73050098172666, 24.3913285093765, 11.45079572741643] >>>>> [14.005878886552567, 4.215395030607665, 155.6575800650558, 26.533277867649613, 9.798869504686763] >>>>> [15.831069724293167, 1.9321197264065575, 156.32220339746104, 24.262281428151894, 8.030716167220165] >> Running individual: {'amp': 16.713097986374617, 'amp_increment': 3.5063507900308357, 'period': 153.40253432727218, 'period_increment': 23.44258431580551, 'offset': 9.464381519591589} >> Running individual: {'amp': 17.13935819786778, 'amp_increment': 2.9053748975908116, 'period': 154.69766953789156, 'period_increment': 25.101581963473393, 'offset': 9.158411491088236} >> Running individual: {'amp': 14.665895675254413, 'amp_increment': 4.716680471777529, 'period': 156.42164033020006, 'period_increment': 26.080965084857333, 'offset': 9.076104958418982} >> Running individual: {'amp': 15.479851160636859, 'amp_increment': 2.97893221365755, 'period': 154.78648292378995, 'period_increment': 25.70005008250513, 'offset': 11.127327798944274} >> Running individual: {'amp': 16.888050194105418, 'amp_increment': 3.1338804811164995, 'period': 154.15405079443656, 'period_increment': 26.566706431910337, 'offset': 9.903981550471217} >> Running individual: {'amp': 15.006068486902407, 'amp_increment': 3.4488489872286054, 'period': 154.04760367834615, 'period_increment': 27.524645268767127, 'offset': 9.927620619870968} >> Running individual: {'amp': 15.388709918135152, 'amp_increment': 4.254738960809697, 'period': 153.76497778808036, 'period_increment': 25.163872396908367, 'offset': 10.79122089294399} >> Running individual: {'amp': 14.512460862439635, 'amp_increment': 4.526199309522885, 'period': 154.73050098172666, 'period_increment': 24.3913285093765, 'offset': 11.45079572741643} >> Running individual: {'amp': 14.005878886552567, 'amp_increment': 4.215395030607665, 'period': 155.6575800650558, 'period_increment': 26.533277867649613, 'offset': 9.798869504686763} >> Running individual: {'amp': 15.831069724293167, 'amp_increment': 1.9321197264065575, 'period': 156.32220339746104, 'period_increment': 24.262281428151894, 'offset': 8.030716167220165} - Evaluating [16.713097986374617, 3.5063507900308357, 153.40253432727218, 23.44258431580551, 9.464381519591589] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.177453285038435, cost: 5.1760474842232895e-05, fitness inc: 5.1760474842232895e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.248691752182787, cost: 0.0046976234312881004, fitness inc: 0.0046976234312881004 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.518904823988597, cost: 0.0007999300432830481, fitness inc: 0.00799930043283048 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.683818314514895, cost: 2.591307591393033e-06, fitness inc: 2.591307591393033e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.755058779498867, cost: 0.0001330210605217097, fitness inc: 0.0001330210605217097 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.65482922415652, cost: 2.526098737409832e-06, fitness inc: 2.526098737409832e-05 Fitness: 0.012909557694448015 - Evaluating [17.13935819786778, 2.9053748975908116, 154.69766953789156, 25.101581963473393, 9.158411491088236] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.297755518731964, cost: 6.287653228564949e-05, fitness inc: 6.287653228564949e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.98094218992894, cost: 0.008225810858528027, fitness inc: 0.008225810858528027 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.464124111181966, cost: 0.0008601081182781911, fitness inc: 0.008601081182781911 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.203116001275674, cost: 1.6462020735685812e-05, fitness inc: 1.6462020735685812e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.886293460008947, cost: 0.00018326800705859014, fitness inc: 0.00018326800705859014 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.561735261400746, cost: 1.6629250029209786e-05, fitness inc: 0.00016629250029209786 Fitness: 0.01725579110168196 - Evaluating [14.665895675254413, 4.716680471777529, 156.42164033020006, 26.080965084857333, 9.076104958418982] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.741992229735615, cost: 5.907540317451332e-05, fitness inc: 5.907540317451332e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.589782243505931, cost: 0.00032460646216259104, fitness inc: 0.00032460646216259104 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.393044367726948, cost: 0.0009414350475410727, fitness inc: 0.009414350475410727 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.458670008516798, cost: 6.158593772898069e-05, fitness inc: 6.158593772898069e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.306467378779683, cost: 2.1919462795838562e-05, fitness inc: 2.1919462795838562e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.479452054793714, cost: 3.9405465350528246e-05, fitness inc: 0.00039405465350528246 Fitness: 0.010275592394777933 - Evaluating [15.479851160636859, 2.97893221365755, 154.78648292378995, 25.70005008250513, 11.127327798944274] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.607166619412713, cost: 9.642817418009653e-05, fitness inc: 9.642817418009653e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.35251007014964, cost: 0.0003910908075216435, fitness inc: 0.0003910908075216435 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.460783046904317, cost: 0.0008638487915383353, fitness inc: 0.008638487915383353 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.58610680187101, cost: 4.4406058303803064e-06, fitness inc: 4.4406058303803064e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.331442703231178, cost: 0.0016588271740499705, fitness inc: 0.0016588271740499705 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.54016620498534, cost: 2.1663984842601458e-05, fitness inc: 0.00021663984842601458 Fitness: 0.011005914525391458 - Evaluating [16.888050194105418, 3.1338804811164995, 154.15405079443656, 26.566706431910337, 9.903981550471217] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.7920180920194, cost: 0.00011988203000523612, fitness inc: 0.00011988203000523612 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.9840606191052315, cost: 0.003660857400288542, fitness inc: 0.003660857400288542 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.486766995328559, cost: 0.0008349703833083755, fitness inc: 0.008349703833083755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.92590249592729, cost: 1.422212356771979e-07, fitness inc: 1.422212356771979e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.117939377638375, cost: 3.247380283788459e-06, fitness inc: 3.247380283788459e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5332687785301085, cost: 2.3414297473101087e-05, fitness inc: 0.00023414297473101087 Fitness: 0.01236797583962801 - Evaluating [15.006068486902407, 3.4488489872286054, 154.04760367834615, 27.524645268767127, 9.927620619870968] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.93367583345579, cost: 1.6399148816681475e-07, fitness inc: 1.6399148816681475e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.078438831769282, cost: 5.7494881015029975e-06, fitness inc: 5.7494881015029975e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.491820306412949, cost: 0.0008294110427703449, fitness inc: 0.00829411042770345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.38253128674968, cost: 6.782038100205945e-05, fitness inc: 6.782038100205945e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.527287171493992, cost: 0.0005057978698844723, fitness inc: 0.0005057978698844723 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.507366102160833, cost: 3.059446806941146e-05, fitness inc: 0.0003059446806941146 Fitness: 0.009179586838873766 - Evaluating [15.388709918135152, 4.254738960809697, 153.76497778808036, 25.163872396908367, 10.79122089294399] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.179920048391093, cost: 5.1977558269244994e-05, fitness inc: 5.1977558269244994e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.5974765727963325, cost: 0.00015116785160518287, fitness inc: 0.00015116785160518287 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5027962023660475, cost: 0.0008173998507713387, fitness inc: 0.008173998507713387 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.434656995587552, cost: 4.898812612785797e-06, fitness inc: 4.898812612785797e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.852220299003354, cost: 0.0003072831906726359, fitness inc: 0.0003072831906726359 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.588933910855691, cost: 1.1228175167632415e-05, fitness inc: 0.00011228175167632415 Fitness: 0.00880160767254956 - Evaluating [14.512460862439635, 4.526199309522885, 154.73050098172666, 24.3913285093765, 11.45079572741643] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.96324800999035, cost: 3.464194974189816e-05, fitness inc: 3.464194974189816e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0616545727180515, cost: 0.0034943458982128472, fitness inc: 0.0034943458982128472 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.463288521198619, cost: 0.0008610428900903688, fitness inc: 0.008610428900903688 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.489446252082143, cost: 6.211546140555413e-06, fitness inc: 6.211546140555413e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.58785469923933, cost: 0.0013557690238185094, fitness inc: 0.0013557690238185094 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5826936496851625, cost: 1.2373908785834331e-05, fitness inc: 0.0001237390878583433 Fitness: 0.013625136406675842 - Evaluating [14.005878886552567, 4.215395030607665, 155.6575800650558, 26.533277867649613, 9.798869504686763] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.804740715209103, cost: 5.332920106559946e-05, fitness inc: 5.332920106559946e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.206998879500232, cost: 0.0005865241760911744, fitness inc: 0.0005865241760911744 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.424257998200242, cost: 0.0009052703952507901, fitness inc: 0.009052703952507901 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.020132225360452, cost: 0.00010161300898092751, fitness inc: 0.00010161300898092751 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.422395904962007, cost: 0.0005803710829203057, fitness inc: 0.0005803710829203057 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.488474204170434, cost: 3.643587543766813e-05, fitness inc: 0.0003643587543766813 Fitness: 0.01073890017594259 - Evaluating [15.831069724293167, 1.9321197264065575, 156.32220339746104, 24.262281428151894, 8.030716167220165] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.861776849326077, cost: 4.836109072692274e-05, fitness inc: 4.836109072692274e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.800339762571679, cost: 0.007266309885213373, fitness inc: 0.007266309885213373 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.397134083929435, cost: 0.0009366564226884755, fitness inc: 0.009366564226884755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.79389799285882, cost: 0.00045844686716367544, fitness inc: 0.00045844686716367544 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.73246752880736, cost: 1.6696317628239754e-05, fitness inc: 1.6696317628239754e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537098560353565, cost: 2.243404590795972e-05, fitness inc: 0.0002243404590795972 Fitness: 0.017380718846696563 >>>>> Evaluating: >>>>> [16.15523264107386, 4.721889912343915, 154.5807430466698, 24.38610396323316, 9.85723005409375] >>>>> [18.467378472435723, 4.82045283125459, 156.87266433140275, 27.16276819697391, 10.910047961792092] >>>>> [17.18625748742646, 4.164637574142684, 156.59347444393532, 24.629827732923395, 10.51405432809346] >>>>> [16.51203689467352, 5.229766649123119, 155.18289177827626, 24.457772510263965, 9.629218228704389] >>>>> [13.236956459412921, 4.37030661349904, 154.0136483009003, 27.14390465730309, 10.078664948966155] >>>>> [16.576791138777992, 6.107765013112653, 156.97032701270265, 27.371067532574475, 8.168906228263543] >>>>> [14.501201667955224, 2.940445313133438, 153.51672513979702, 27.395260831738064, 10.393522023183337] >>>>> [16.27824844015961, 5.9082332070355825, 156.20658158833825, 23.842313639158018, 11.951019842114405] >>>>> [15.040357149755906, 3.239864379098642, 155.1266455113037, 24.56592988821792, 6.907250430078593] >>>>> [14.957602840732575, 2.998239426905453, 155.6368046118666, 23.31256526834196, 6.4475662773066285] >> Running individual: {'amp': 16.15523264107386, 'amp_increment': 4.721889912343915, 'period': 154.5807430466698, 'period_increment': 24.38610396323316, 'offset': 9.85723005409375} >> Running individual: {'amp': 18.467378472435723, 'amp_increment': 4.82045283125459, 'period': 156.87266433140275, 'period_increment': 27.16276819697391, 'offset': 10.910047961792092} >> Running individual: {'amp': 17.18625748742646, 'amp_increment': 4.164637574142684, 'period': 156.59347444393532, 'period_increment': 24.629827732923395, 'offset': 10.51405432809346} >> Running individual: {'amp': 16.51203689467352, 'amp_increment': 5.229766649123119, 'period': 155.18289177827626, 'period_increment': 24.457772510263965, 'offset': 9.629218228704389} >> Running individual: {'amp': 13.236956459412921, 'amp_increment': 4.37030661349904, 'period': 154.0136483009003, 'period_increment': 27.14390465730309, 'offset': 10.078664948966155} >> Running individual: {'amp': 16.576791138777992, 'amp_increment': 6.107765013112653, 'period': 156.97032701270265, 'period_increment': 27.371067532574475, 'offset': 8.168906228263543} >> Running individual: {'amp': 14.501201667955224, 'amp_increment': 2.940445313133438, 'period': 153.51672513979702, 'period_increment': 27.395260831738064, 'offset': 10.393522023183337} >> Running individual: {'amp': 16.27824844015961, 'amp_increment': 5.9082332070355825, 'period': 156.20658158833825, 'period_increment': 23.842313639158018, 'offset': 11.951019842114405} >> Running individual: {'amp': 15.040357149755906, 'amp_increment': 3.239864379098642, 'period': 155.1266455113037, 'period_increment': 24.56592988821792, 'offset': 6.907250430078593} >> Running individual: {'amp': 14.957602840732575, 'amp_increment': 2.998239426905453, 'period': 155.6368046118666, 'period_increment': 23.31256526834196, 'offset': 6.4475662773066285} - Evaluating [16.15523264107386, 4.721889912343915, 154.5807430466698, 24.38610396323316, 9.85723005409375] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.01244863315308, cost: 3.82708784801844e-05, fitness inc: 3.82708784801844e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.29799081111624, cost: 0.001570136848316972, fitness inc: 0.001570136848316972 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.469142191744406, cost: 0.0008545050595896164, fitness inc: 0.008545050595896164 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.73434217578273, cost: 1.3981835830900735e-05, fitness inc: 1.3981835830900735e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.01988450606562, cost: 0.0002426630314968925, fitness inc: 0.0002426630314968925 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.587216448764321, cost: 1.1537956866369825e-05, fitness inc: 0.00011537956866369825 Fitness: 0.010525482758684812 - Evaluating [18.467378472435723, 4.82045283125459, 156.87266433140275, 27.16276819697391, 10.910047961792092] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.377417855684964, cost: 0.0007148801606410293, fitness inc: 0.0007148801606410293 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.5573158914093055, cost: 0.006067180044975307, fitness inc: 0.006067180044975307 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.374298827128053, cost: 0.0009634933980620097, fitness inc: 0.009634933980620097 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.197865360597845, cost: 0.00045666793000154193, fitness inc: 0.00045666793000154193 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.377771828724091, cost: 0.0013175258355363484, fitness inc: 0.0013175258355363484 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.433306166801696, cost: 5.641281865098602e-05, fitness inc: 0.0005641281865098602 Fitness: 0.018755316138284184 - Evaluating [17.18625748742646, 4.164637574142684, 156.59347444393532, 24.629827732923395, 10.51405432809346] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.700295882247996, cost: 0.0002721561474727796, fitness inc: 0.0002721561474727796 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.672189972613435, cost: 0.0026032076418901484, fitness inc: 0.0026032076418901484 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.385696040867492, cost: 0.0009500516561509187, fitness inc: 0.009500516561509187 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.864939803282976, cost: 9.016556215002414e-05, fitness inc: 9.016556215002414e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.836831668770158, cost: 0.00016338729562093146, fitness inc: 0.00016338729562093146 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.518002483100308, cost: 2.753007050693146e-05, fitness inc: 0.0002753007050693146 Fitness: 0.012904733913712385 - Evaluating [16.51203689467352, 5.229766649123119, 155.18289177827626, 24.457772510263965, 9.629218228704389] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.141244347656848, cost: 4.862623331935989e-05, fitness inc: 4.862623331935989e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.882807583520066, cost: 0.00329795017588963, fitness inc: 0.00329795017588963 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.444129398117346, cost: 0.000882615046034263, fitness inc: 0.00882615046034263 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.371010159582806, cost: 4.873217637879623e-05, fitness inc: 4.873217637879623e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.112574129218093, cost: 0.0010403146414064146, fitness inc: 0.0010403146414064146 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.566379070413885, cost: 1.5632248812957883e-05, fitness inc: 0.00015632248812957883 Fitness: 0.01341809617546641 - Evaluating [13.236956459412921, 4.37030661349904, 154.0136483009003, 27.14390465730309, 10.078664948966155] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.315610796276303, cost: 0.00010590412743871624, fitness inc: 0.00010590412743871624 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.1582801876976014, cost: 0.003155710167994652, fitness inc: 0.003155710167994652 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4926632904807855, cost: 0.0008284854465184788, fitness inc: 0.008284854465184788 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.68591920890405, cost: 0.00013880971372004502, fitness inc: 0.00013880971372004502 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.528590448180504, cost: 0.0014231124225001501, fitness inc: 0.0014231124225001501 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.520287054926047, cost: 2.689296337965441e-05, fitness inc: 0.0002689296337965441 Fitness: 0.013377320530634895 - Evaluating [16.576791138777992, 6.107765013112653, 156.97032701270265, 27.371067532574475, 8.168906228263543] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.745686252948406, cost: 2.413655156408012e-06, fitness inc: 2.413655156408012e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.40787654643005, cost: 0.010723644723072967, fitness inc: 0.010723644723072967 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.370238246909472, cost: 0.0009683051464726145, fitness inc: 0.009683051464726145 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.85345066821959, cost: 1.8884985296896417e-05, fitness inc: 1.8884985296896417e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.515638577914473, cost: 0.004735465330699129, fitness inc: 0.004735465330699129 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.424464334146199, cost: 6.001884816386749e-05, fitness inc: 0.0006001884816386749 Fitness: 0.02576364864059022 - Evaluating [14.501201667955224, 2.940445313133438, 153.51672513979702, 27.395260831738064, 10.393522023183337] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.894713613442125, cost: 4.134773867736641e-07, fitness inc: 4.134773867736641e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.107669602460686, cost: 0.0007425533473200963, fitness inc: 0.0007425533473200963 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.513809275663437, cost: 0.0008054358118737559, fitness inc: 0.008054358118737559 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.835155187136944, cost: 0.00012148511067122669, fitness inc: 0.00012148511067122669 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.048121268705069, cost: 0.00202901398594435, fitness inc: 0.00202901398594435 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.527152134861703, cost: 2.5023350807673594e-05, fitness inc: 0.00025023350807673594 Fitness: 0.011198057548136742 - Evaluating [16.27824844015961, 5.9082332070355825, 156.20658158833825, 23.842313639158018, 11.951019842114405] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.229253217527525, cost: 0.00038917623135759083, fitness inc: 0.00038917623135759083 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.327216155523087, cost: 0.00042223238369643035, fitness inc: 0.00042223238369643035 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4020486555688185, cost: 0.0009309300357590589, fitness inc: 0.009309300357590589 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.137492003578494, cost: 0.00044363274999403846, fitness inc: 0.00044363274999403846 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.235450840999906, cost: 1.29387802528802e-05, fitness inc: 1.29387802528802e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.55401277422857, cost: 1.8355461930852357e-05, fitness inc: 0.00018355461930852357 Fitness: 0.010760835122200052 - Evaluating [15.040357149755906, 3.239864379098642, 155.1266455113037, 24.56592988821792, 6.907250430078593] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.947600462123432, cost: 0.00034770958023455645, fitness inc: 0.00034770958023455645 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.133093821122014, cost: 0.009079123385656085, fitness inc: 0.009079123385656085 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.446621970086707, cost: 0.0008797934793349782, fitness inc: 0.008797934793349782 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.187469927545123, cost: 0.0006000889247759211, fitness inc: 0.0006000889247759211 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.372952674990746, cost: 0.0004396632060726935, fitness inc: 0.0004396632060726935 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675782, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.01942413331440551 - Evaluating [14.957602840732575, 2.998239426905453, 155.6368046118666, 23.31256526834196, 6.4475662773066285] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.405159312855375, cost: 0.00048221064378062284, fitness inc: 0.00048221064378062284 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.510027940472186, cost: 0.011368736911223754, fitness inc: 0.011368736911223754 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.425083526084874, cost: 0.0009043235121340976, fitness inc: 0.009043235121340976 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.403400157022713, cost: 0.0008113835465761721, fitness inc: 0.0008113835465761721 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.508268397144812, cost: 0.0005305483043555048, fitness inc: 0.0005305483043555048 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.587840858291452, cost: 1.1424843328167178e-05, fitness inc: 0.00011424843328167178 Fitness: 0.0223503629605587 >>>>> Evaluating: >>>>> [15.823277646504401, 2.351772923121892, 155.33524342910698, 25.117830890138755, 8.549788873055194] >>>>> [13.972168523981264, 4.2284311012980815, 155.3384891363031, 23.134045011035102, 9.318876393377762] >>>>> [15.751949616511075, 4.819555821403034, 156.73611730022463, 24.023424474565267, 8.022462476259951] >>>>> [16.131052871219513, 5.508691615178861, 156.9068776908478, 25.375083229126282, 9.206809012190186] >>>>> [16.573982142346065, 6.064420821304372, 153.2473781894434, 25.74162496432279, 9.347202118247456] >>>>> [15.74347135088654, 2.5645151388529177, 155.33825616105904, 24.91825682274571, 10.873691037076311] >>>>> [15.63580601816523, 1.770144271832443, 154.8178836352227, 27.62513096434722, 11.1832383450772] >>>>> [13.462397962044431, 4.085006764347228, 153.76671472472322, 25.344552683175642, 10.941594271108567] >>>>> [14.801500819657074, 4.191340180983592, 153.14658615981998, 26.7963037026754, 11.781003212507844] >>>>> [13.436391498905298, 3.983459133021951, 154.5562807546673, 26.995035210273414, 10.018747558962982] >> Running individual: {'amp': 15.823277646504401, 'amp_increment': 2.351772923121892, 'period': 155.33524342910698, 'period_increment': 25.117830890138755, 'offset': 8.549788873055194} >> Running individual: {'amp': 13.972168523981264, 'amp_increment': 4.2284311012980815, 'period': 155.3384891363031, 'period_increment': 23.134045011035102, 'offset': 9.318876393377762} >> Running individual: {'amp': 15.751949616511075, 'amp_increment': 4.819555821403034, 'period': 156.73611730022463, 'period_increment': 24.023424474565267, 'offset': 8.022462476259951} >> Running individual: {'amp': 16.131052871219513, 'amp_increment': 5.508691615178861, 'period': 156.9068776908478, 'period_increment': 25.375083229126282, 'offset': 9.206809012190186} >> Running individual: {'amp': 16.573982142346065, 'amp_increment': 6.064420821304372, 'period': 153.2473781894434, 'period_increment': 25.74162496432279, 'offset': 9.347202118247456} >> Running individual: {'amp': 15.74347135088654, 'amp_increment': 2.5645151388529177, 'period': 155.33825616105904, 'period_increment': 24.91825682274571, 'offset': 10.873691037076311} >> Running individual: {'amp': 15.63580601816523, 'amp_increment': 1.770144271832443, 'period': 154.8178836352227, 'period_increment': 27.62513096434722, 'offset': 11.1832383450772} >> Running individual: {'amp': 13.462397962044431, 'amp_increment': 4.085006764347228, 'period': 153.76671472472322, 'period_increment': 25.344552683175642, 'offset': 10.941594271108567} >> Running individual: {'amp': 14.801500819657074, 'amp_increment': 4.191340180983592, 'period': 153.14658615981998, 'period_increment': 26.7963037026754, 'offset': 11.781003212507844} >> Running individual: {'amp': 13.436391498905298, 'amp_increment': 3.983459133021951, 'period': 154.5562807546673, 'period_increment': 26.995035210273414, 'offset': 10.018747558962982} - Evaluating [15.823277646504401, 2.351772923121892, 155.33524342910698, 25.117830890138755, 8.549788873055194] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.37305698556683, cost: 1.4671771047192195e-05, fitness inc: 1.4671771047192195e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.273479097773689, cost: 0.004801255926253134, fitness inc: 0.004801255926253134 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.724832620276022, cost: 0.00027801799260540605, fitness inc: 0.00027801799260540605 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.625248383087031, cost: 3.2762549316833756e-05, fitness inc: 3.2762549316833756e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.541701302298996, cost: 2.128368259191049e-05, fitness inc: 0.0002128368259191049 Fitness: 0.01424105045977564 - Evaluating [13.972168523981264, 4.2284311012980815, 155.3384891363031, 23.134045011035102, 9.318876393377762] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.29103461075324, cost: 0.00010901682312969285, fitness inc: 0.00010901682312969285 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.653283858980607, cost: 0.00011215683003573673, fitness inc: 0.00011215683003573673 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.519469469374712, cost: 0.00015949379976709643, fitness inc: 0.00015949379976709643 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.881710661491592, cost: 0.00029169985930910247, fitness inc: 0.00029169985930910247 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602868668757499, cost: 8.870585907150286e-06, fitness inc: 8.870585907150286e-05 Fitness: 0.0096625785659471 - Evaluating [15.751949616511075, 4.819555821403034, 156.73611730022463, 24.023424474565267, 8.022462476259951] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.77440218657819, cost: 5.6070759906101664e-05, fitness inc: 5.6070759906101664e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.729475177955749, cost: 0.006905718345722955, fitness inc: 0.006905718345722955 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.379992344008224, cost: 0.0009567667612263575, fitness inc: 0.009567667612263575 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.593956967012257, cost: 5.124957494451188e-05, fitness inc: 5.124957494451188e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.549032292704544, cost: 0.0015138515341136527, fitness inc: 0.0015138515341136527 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.532503457813852, cost: 2.361269773420993e-05, fitness inc: 0.0002361269773420993 Fitness: 0.018330684804292896 - Evaluating [16.131052871219513, 5.508691615178861, 156.9068776908478, 25.375083229126282, 9.206809012190186] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.33784177080311, cost: 4.262310090985544e-06, fitness inc: 4.262310090985544e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.924241984024191, cost: 0.003444192264722923, fitness inc: 0.003444192264722923 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.372673973998528, cost: 0.0009654173991207049, fitness inc: 0.009654173991207049 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.846541705419845, cost: 1.858047973402055e-05, fitness inc: 1.858047973402055e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.432924817903757, cost: 0.001379269220696533, fitness inc: 0.001379269220696533 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.486215882594173, cost: 3.716827660882327e-05, fitness inc: 0.0003716827660882327 Fitness: 0.014872161032539744 - Evaluating [16.573982142346065, 6.064420821304372, 153.2473781894434, 25.74162496432279, 9.347202118247456] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.921169536944603, cost: 3.168169860667813e-05, fitness inc: 3.168169860667813e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.226769904513437, cost: 0.004606900126116309, fitness inc: 0.004606900126116309 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.525711302531004, cost: 0.0007926049920053968, fitness inc: 0.007926049920053968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.985594716609167, cost: 0.00010220829246365692, fitness inc: 0.00010220829246365692 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.291192026331178, cost: 0.0025211473620013747, fitness inc: 0.0025211473620013747 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.586592178770045, cost: 1.1651602116025117e-05, fitness inc: 0.00011651602116025117 Fitness: 0.015304503420402238 - Evaluating [15.74347135088654, 2.5645151388529177, 155.33825616105904, 24.91825682274571, 10.873691037076311] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.61715098642762, cost: 9.762984425132348e-05, fitness inc: 9.762984425132348e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.869770859404443, cost: 1.5817522386663008e-05, fitness inc: 1.5817522386663008e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.181669819880067, cost: 1.7360035098112903e-05, fitness inc: 1.7360035098112903e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.43428595886887, cost: 0.0015336230275128093, fitness inc: 0.0015336230275128093 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.547850208043573, cost: 1.9794122276817205e-05, fitness inc: 0.00019794122276817205 Fitness: 0.01076387704665105 - Evaluating [15.63580601816523, 1.770144271832443, 154.8178836352227, 27.62513096434722, 11.1832383450772] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.819034693437203, cost: 0.000123523432163819, fitness inc: 0.000123523432163819 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.452557162538564, cost: 0.0002795927794309039, fitness inc: 0.0002795927794309039 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.459113809584357, cost: 0.0008657207111669729, fitness inc: 0.008657207111669729 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.58918008285416, cost: 5.159838663426619e-05, fitness inc: 5.159838663426619e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.222704714050771, cost: 0.0033181087421459976, fitness inc: 0.0033181087421459976 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.480953685940547, cost: 3.890314390275762e-05, fitness inc: 0.0003890314390275762 Fitness: 0.012819061891072292 - Evaluating [13.462397962044431, 4.085006764347228, 153.76671472472322, 25.344552683175642, 10.941594271108567] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.403983126465004, cost: 1.3259914480312496e-05, fitness inc: 1.3259914480312496e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.520794638182376, cost: 0.005703864045808693, fitness inc: 0.005703864045808693 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5027962023660475, cost: 0.0008173998507713387, fitness inc: 0.008173998507713387 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.4889962547497, cost: 5.918641836255567e-05, fitness inc: 5.918641836255567e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.605796225722631, cost: 0.0026809042063713484, fitness inc: 0.0026809042063713484 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5834729201555255, cost: 1.222779126675011e-05, fitness inc: 0.0001222779126675011 Fitness: 0.016753491005403798 - Evaluating [14.801500819657074, 4.191340180983592, 153.14658615981998, 26.7963037026754, 11.781003212507844] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.58249676550165, cost: 9.349092859078922e-05, fitness inc: 9.349092859078922e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.020485068834381, cost: 0.003643815706543263, fitness inc: 0.003643815706543263 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5299725741142165, cost: 0.0007880361712446771, fitness inc: 0.00788036171244677 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.77383525929526, cost: 1.552607454469168e-05, fitness inc: 1.552607454469168e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.211826893017516, cost: 0.0018105977126738892, fitness inc: 0.0018105977126738892 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5570991942198065, cost: 1.7655328944266024e-05, fitness inc: 0.00017655328944266024 Fitness: 0.013620345424242064 - Evaluating [13.436391498905298, 3.983459133021951, 154.5562807546673, 26.995035210273414, 10.018747558962982] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.455128599795955, cost: 8.908770115023668e-05, fitness inc: 8.908770115023668e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.417636771375131, cost: 0.002331404698563855, fitness inc: 0.002331404698563855 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4699792960652855, cost: 0.000853572147998416, fitness inc: 0.00853572147998416 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.43859075384366, cost: 0.00017006242310668718, fitness inc: 0.00017006242310668718 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.401094767396461, cost: 0.0015734965739498952, fitness inc: 0.0015734965739498952 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.508124483612522, cost: 3.0370622159936467e-05, fitness inc: 0.00030370622159936467 Fitness: 0.013003479098354198 >>>>> Evaluating: >>>>> [11.884972428509236, 4.289365484299681, 154.6534879303051, 25.92140464608552, 11.247544043023762] >>>>> [14.127022101204503, 4.333883585358406, 155.88685768219526, 26.744535149422813, 9.970485415444411] >>>>> [16.14573814651474, 3.4488489872286054, 153.39219289305652, 28.09864249004576, 9.927620619870968] >>>>> [16.389090761340782, 3.8424938749011424, 153.80636871177992, 24.326203339508204, 9.75785029046538] >>>>> [13.748786848537794, 4.233376534840963, 153.97912441854578, 25.246594418477258, 10.729867675241715] >>>>> [12.790529783214854, 3.230795141060642, 154.72205239582408, 23.187432678972645, 9.380144554763516] >>>>> [15.98456826053281, 4.2702031500642565, 152.4307258954672, 27.34913123887635, 10.386114620811181] >>>>> [14.826439237324072, 5.406116562320944, 153.79391195379662, 26.170991169534464, 11.96737104510782] >>>>> [16.092045443735408, 4.826896412422117, 153.902144048996, 25.668788161945937, 9.629775901877942] >>>>> [14.496081103589963, 4.1357295752181065, 154.01356200745565, 25.624652910331278, 8.892688710452173] >> Running individual: {'amp': 11.884972428509236, 'amp_increment': 4.289365484299681, 'period': 154.6534879303051, 'period_increment': 25.92140464608552, 'offset': 11.247544043023762} >> Running individual: {'amp': 14.127022101204503, 'amp_increment': 4.333883585358406, 'period': 155.88685768219526, 'period_increment': 26.744535149422813, 'offset': 9.970485415444411} >> Running individual: {'amp': 16.14573814651474, 'amp_increment': 3.4488489872286054, 'period': 153.39219289305652, 'period_increment': 28.09864249004576, 'offset': 9.927620619870968} >> Running individual: {'amp': 16.389090761340782, 'amp_increment': 3.8424938749011424, 'period': 153.80636871177992, 'period_increment': 24.326203339508204, 'offset': 9.75785029046538} >> Running individual: {'amp': 13.748786848537794, 'amp_increment': 4.233376534840963, 'period': 153.97912441854578, 'period_increment': 25.246594418477258, 'offset': 10.729867675241715} >> Running individual: {'amp': 12.790529783214854, 'amp_increment': 3.230795141060642, 'period': 154.72205239582408, 'period_increment': 23.187432678972645, 'offset': 9.380144554763516} >> Running individual: {'amp': 15.98456826053281, 'amp_increment': 4.2702031500642565, 'period': 152.4307258954672, 'period_increment': 27.34913123887635, 'offset': 10.386114620811181} >> Running individual: {'amp': 14.826439237324072, 'amp_increment': 5.406116562320944, 'period': 153.79391195379662, 'period_increment': 26.170991169534464, 'offset': 11.96737104510782} >> Running individual: {'amp': 16.092045443735408, 'amp_increment': 4.826896412422117, 'period': 153.902144048996, 'period_increment': 25.668788161945937, 'offset': 9.629775901877942} >> Running individual: {'amp': 14.496081103589963, 'amp_increment': 4.1357295752181065, 'period': 154.01356200745565, 'period_increment': 25.624652910331278, 'offset': 8.892688710452173} - Evaluating [11.884972428509236, 4.289365484299681, 154.6534879303051, 25.92140464608552, 11.247544043023762] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.132509054844007, cost: 0.00013017777663837382, fitness inc: 0.00013017777663837382 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.6374181389235604, cost: 0.01745323683822997, fitness inc: 0.01745323683822997 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46663217796075, cost: 0.0008573053930790442, fitness inc: 0.008573053930790442 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.42187182528132, cost: 0.00017228938888247392, fitness inc: 0.00017228938888247392 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.926785516974407, cost: 0.005969530983671256, fitness inc: 0.005969530983671256 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537865152982715, cost: 2.224035026487936e-05, fitness inc: 0.0002224035026487936 Fitness: 0.03252069242086131 - Evaluating [14.127022101204503, 4.333883585358406, 155.88685768219526, 26.744535149422813, 9.970485415444411] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.097495993109106, cost: 3.0404501805803008e-05, fitness inc: 3.0404501805803008e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.156527522129227, cost: 0.0006635135510837387, fitness inc: 0.0006635135510837387 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.41519117269598, cost: 0.0009157025878938629, fitness inc: 0.00915702587893863 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.431380406975716, cost: 6.378593580602665e-05, fitness inc: 6.378593580602665e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.490413526443845, cost: 0.0005314301308866343, fitness inc: 0.0005314301308866343 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.475701574263397, cost: 4.067413807073983e-05, fitness inc: 0.0004067413807073983 Fitness: 0.01085290137922823 - Evaluating [16.14573814651474, 3.4488489872286054, 153.39219289305652, 28.09864249004576, 9.927620619870968] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.07334533292804, cost: 4.301273057605304e-05, fitness inc: 4.301273057605304e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.21810690382146, cost: 0.0013830838631787579, fitness inc: 0.0013830838631787579 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.518904823988597, cost: 0.0007999300432830481, fitness inc: 0.00799930043283048 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.52219014220467, cost: 5.918126763315712e-06, fitness inc: 5.918126763315712e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.666964540898723, cost: 2.5874099516820515e-05, fitness inc: 2.5874099516820515e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.510400881663333, cost: 2.9703650095691536e-05, fitness inc: 0.00029703650095691536 Fitness: 0.009754225753822343 - Evaluating [16.389090761340782, 3.8424938749011424, 153.80636871177992, 24.326203339508204, 9.75785029046538] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.146925001903778, cost: 4.911147764929957e-05, fitness inc: 4.911147764929957e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.63122711163808, cost: 0.002477546268482067, fitness inc: 0.002477546268482067 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.501950585174582, cost: 0.0008183221233381, fitness inc: 0.008183221233381 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.989425314712758, cost: 2.8815023700445863e-09, fitness inc: 2.8815023700445863e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.473726364705898, cost: 5.236860908519603e-05, fitness inc: 5.236860908519603e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.613562366676989, cost: 7.249533098829808e-06, fitness inc: 7.249533098829808e-05 Fitness: 0.01083474580108823 - Evaluating [13.748786848537794, 4.233376534840963, 153.97912441854578, 25.246594418477258, 10.729867675241715] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.47864657316555, cost: 1.0145642207137762e-05, fitness inc: 1.0145642207137762e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0189110319575128, cost: 0.0036495918457881693, fitness inc: 0.0036495918457881693 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4943499155724815, cost: 0.0008266350800992806, fitness inc: 0.008266350800992806 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.71202397316617, cost: 4.300414894586879e-05, fitness inc: 4.300414894586879e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.252287401454113, cost: 0.0017585212417943197, fitness inc: 0.0017585212417943197 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.579578741804182, cost: 1.2966638474831704e-05, fitness inc: 0.00012966638474831704 Fitness: 0.013857280064476618 - Evaluating [12.790529783214854, 3.230795141060642, 154.72205239582408, 23.187432678972645, 9.380144554763516] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.170666895841297, cost: 0.00029875987086502853, fitness inc: 0.00029875987086502853 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4103737598360113, cost: 0.0023528061777735587, fitness inc: 0.0023528061777735587 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.463288521198619, cost: 0.0008610428900903688, fitness inc: 0.008610428900903688 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.401466845507276, cost: 0.0005479358737915385, fitness inc: 0.0005479358737915385 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.641165170268937, cost: 0.00262546855172352, fitness inc: 0.00262546855172352 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.621135469363906, cost: 6.200378363740988e-06, fitness inc: 6.200378363740988e-05 Fitness: 0.014497403158694744 - Evaluating [15.98456826053281, 4.2702031500642565, 152.4307258954672, 27.34913123887635, 10.386114620811181] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.37067174793223, cost: 7.013985992532223e-05, fitness inc: 7.013985992532223e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.5984405226984535, cost: 0.0003342031844185689, fitness inc: 0.0003342031844185689 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.559958016267722, cost: 0.0007562591456441448, fitness inc: 0.007562591456441448 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.64087572263345, cost: 1.0649320588473898e-05, fitness inc: 1.0649320588473898e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.868646392016418, cost: 4.023914251582994e-06, fitness inc: 4.023914251582994e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.561735261400746, cost: 1.6629250029209786e-05, fitness inc: 0.00016629250029209786 Fitness: 0.008147900235917493 - Evaluating [14.826439237324072, 5.406116562320944, 153.79391195379662, 26.170991169534464, 11.96737104510782] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.793795258798053, cost: 0.00012011989006166512, fitness inc: 0.00012011989006166512 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.8590555592345375, cost: 0.004259735659232211, fitness inc: 0.004259735659232211 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.501950585174582, cost: 0.0008183221233381, fitness inc: 0.008183221233381 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.19991436879748, cost: 0.00012545991696799597, fitness inc: 0.00012545991696799597 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.26517414704704, cost: 0.0007017305035131871, fitness inc: 0.0007017305035131871 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.556327267675257, cost: 1.7829158580839888e-05, fitness inc: 0.00017829158580839888 Fitness: 0.013568558788964458 - Evaluating [16.092045443735408, 4.826896412422117, 153.902144048996, 25.668788161945937, 9.629775901877942] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.72181627146602, cost: 1.9453614528264218e-05, fitness inc: 1.9453614528264218e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.462255656803706, cost: 0.0019918372962116626, fitness inc: 0.0019918372962116626 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.497725795970439, cost: 0.0008229376603193783, fitness inc: 0.008229376603193783 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.548709678706636, cost: 7.80671047806436e-06, fitness inc: 7.80671047806436e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.289153603946797, cost: 0.00038765219212344437, fitness inc: 0.00038765219212344437 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.568703884170149, cost: 1.5144699292868324e-05, fitness inc: 0.00015144699292868324 Fitness: 0.010787573409463902 - Evaluating [14.496081103589963, 4.1357295752181065, 154.01356200745565, 25.624652910331278, 8.892688710452173] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.38875815966576, cost: 9.69063529208114e-05, fitness inc: 9.69063529208114e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.603379880670872, cost: 0.0003397404656223513, fitness inc: 0.0003397404656223513 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4926632904807855, cost: 0.0008284854465184788, fitness inc: 0.008284854465184788 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.52448897727471, cost: 0.00015884905566743157, fitness inc: 0.00015884905566743157 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.739112482800284, cost: 1.587712944917108e-05, fitness inc: 1.587712944917108e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.566379070413885, cost: 1.5632248812957883e-05, fitness inc: 0.00015632248812957883 Fitness: 0.009052549956974132 >>>>> Evaluating: >>>>> [17.81708822662131, 3.484821306058381, 154.62233767920262, 25.220384763839025, 10.016206491057307] >>>>> [16.753597027862636, 5.83001965304667, 155.86852059955305, 25.932929616438496, 11.498736848236456] >>>>> [13.340394538678975, 3.3765290003931447, 153.10472993740785, 25.329236485073892, 12.712768030590361] >>>>> [15.57070718519251, 3.3168694431987227, 155.88044816843757, 30.171512522858762, 9.349505239573027] >>>>> [16.396627759436704, 3.662970305069395, 154.93574861453135, 25.74273309865176, 9.379038885400593] >>>>> [15.295014237669674, 4.600356263412839, 154.0440543085286, 26.076212528294004, 8.890832430654049] >>>>> [14.965847434953254, 3.147232295253463, 154.60681091935322, 24.731084959099203, 11.317743572028752] >>>>> [14.646971472119004, 3.619965199256668, 154.7430604050195, 25.929044299330887, 10.250189177493976] >>>>> [17.05672149629469, 3.3103965846692573, 152.22718643300695, 27.32512527989094, 10.310907820288117] >>>>> [16.741216463033915, 3.8630945565893655, 152.78949046628097, 27.429920953913385, 9.208277630178623] >> Running individual: {'amp': 17.81708822662131, 'amp_increment': 3.484821306058381, 'period': 154.62233767920262, 'period_increment': 25.220384763839025, 'offset': 10.016206491057307} >> Running individual: {'amp': 16.753597027862636, 'amp_increment': 5.83001965304667, 'period': 155.86852059955305, 'period_increment': 25.932929616438496, 'offset': 11.498736848236456} >> Running individual: {'amp': 13.340394538678975, 'amp_increment': 3.3765290003931447, 'period': 153.10472993740785, 'period_increment': 25.329236485073892, 'offset': 12.712768030590361} >> Running individual: {'amp': 15.57070718519251, 'amp_increment': 3.3168694431987227, 'period': 155.88044816843757, 'period_increment': 30.171512522858762, 'offset': 9.349505239573027} >> Running individual: {'amp': 16.396627759436704, 'amp_increment': 3.662970305069395, 'period': 154.93574861453135, 'period_increment': 25.74273309865176, 'offset': 9.379038885400593} >> Running individual: {'amp': 15.295014237669674, 'amp_increment': 4.600356263412839, 'period': 154.0440543085286, 'period_increment': 26.076212528294004, 'offset': 8.890832430654049} >> Running individual: {'amp': 14.965847434953254, 'amp_increment': 3.147232295253463, 'period': 154.60681091935322, 'period_increment': 24.731084959099203, 'offset': 11.317743572028752} >> Running individual: {'amp': 14.646971472119004, 'amp_increment': 3.619965199256668, 'period': 154.7430604050195, 'period_increment': 25.929044299330887, 'offset': 10.250189177493976} >> Running individual: {'amp': 17.05672149629469, 'amp_increment': 3.3103965846692573, 'period': 152.22718643300695, 'period_increment': 27.32512527989094, 'offset': 10.310907820288117} >> Running individual: {'amp': 16.741216463033915, 'amp_increment': 3.8630945565893655, 'period': 152.78949046628097, 'period_increment': 27.429920953913385, 'offset': 9.208277630178623} - Evaluating [17.81708822662131, 3.484821306058381, 154.62233767920262, 25.220384763839025, 10.016206491057307] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.833279857504213, cost: 0.0002996137533933796, fitness inc: 0.0002996137533933796 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.800869754620288, cost: 0.007269040546614591, fitness inc: 0.007269040546614591 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.467468632776163, cost: 0.0008563716824334655, fitness inc: 0.008563716824334655 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.318103527030257, cost: 4.504389391213337e-05, fitness inc: 4.504389391213337e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.28569182852612, cost: 0.00038557390935600733, fitness inc: 0.00038557390935600733 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5609620464332234, cost: 1.679824794620366e-05, fitness inc: 0.0001679824794620366 Fitness: 0.016730971407072803 - Evaluating [16.753597027862636, 5.83001965304667, 155.86852059955305, 25.932929616438496, 11.498736848236456] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.252322742097032, cost: 0.0003947542954289007, fitness inc: 0.0003947542954289007 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.254848905268634, cost: 6.063811093937055e-05, fitness inc: 6.063811093937055e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.416014371871229, cost: 0.0009147529636747143, fitness inc: 0.009147529636747143 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.082324011217985, cost: 0.0004318862745674723, fitness inc: 0.0004318862745674723 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.084851221813205, cost: 0.000274553192835425, fitness inc: 0.000274553192835425 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.500550055004694, cost: 3.2643196246184836e-05, fitness inc: 0.00032643196246184836 Fitness: 0.01063579347298016 - Evaluating [13.340394538678975, 3.3765290003931447, 153.10472993740785, 25.329236485073892, 12.712768030590361] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.05316022057276, cost: 4.141030159476866e-05, fitness inc: 4.141030159476866e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.627608287808842, cost: 0.0175304402760581, fitness inc: 0.0175304402760581 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5316786414098695, cost: 0.0007862106650978751, fitness inc: 0.00786210665097875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.429682229263186, cost: 8.431721863932928e-06, fitness inc: 8.431721863932928e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.004146012211981, cost: 0.008318579834999396, fitness inc: 0.008318579834999396 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.604595768529382, cost: 8.59770999650511e-06, fitness inc: 8.59770999650511e-05 Fitness: 0.03384694588546 - Evaluating [15.57070718519251, 3.3168694431987227, 155.88044816843757, 30.171512522858762, 9.349505239573027] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.920201335316936, cost: 2.3745086208393218e-07, fitness inc: 2.3745086208393218e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.22119236501073, cost: 0.0013900894067584435, fitness inc: 0.0013900894067584435 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.41519117269598, cost: 0.0009157025878938629, fitness inc: 0.00915702587893863 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.23707522009554, cost: 8.056601897965532e-05, fitness inc: 8.056601897965532e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.53805919950133, cost: 4.9781732875398e-05, fitness inc: 4.9781732875398e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.374899220638813, cost: 8.230121528529644e-05, fitness inc: 0.0008230121528529644 Fitness: 0.011500712641267175 - Evaluating [16.396627759436704, 3.662970305069395, 154.93574861453135, 25.74273309865176, 9.379038885400593] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.775656557001323, cost: 2.246366648761544e-05, fitness inc: 2.246366648761544e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.017578550240933, cost: 0.003785117196497545, fitness inc: 0.003785117196497545 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.454111268877308, cost: 0.000871342773188899, fitness inc: 0.00871342773188899 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.438626664697352, cost: 8.169309617223064e-06, fitness inc: 8.169309617223064e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.680549744789298, cost: 0.00010806710834876387, fitness inc: 0.00010806710834876387 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.534800055347191, cost: 2.3019844876959183e-05, fitness inc: 0.00023019844876959183 Fitness: 0.012867443461609729 - Evaluating [15.295014237669674, 4.600356263412839, 154.0440543085286, 26.076212528294004, 8.890832430654049] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.185835754137774, cost: 2.4743502676782825e-05, fitness inc: 2.4743502676782825e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.404170059736249, cost: 0.001837025496092326, fitness inc: 0.001837025496092326 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.491820306412949, cost: 0.0008294110427703449, fitness inc: 0.00829411042770345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.786192176706674, cost: 3.819402463967059e-05, fitness inc: 3.819402463967059e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.0045274747437, cost: 0.00023541213125144456, fitness inc: 0.00023541213125144456 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.551700208187947, cost: 1.8888972470709753e-05, fitness inc: 0.00018888972470709753 Fitness: 0.010618375307070771 - Evaluating [14.965847434953254, 3.147232295253463, 154.60681091935322, 24.731084959099203, 11.317743572028752] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.28357725034427, cost: 6.151029063783398e-05, fitness inc: 6.151029063783398e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6480925950879795, cost: 0.0017028182934002434, fitness inc: 0.0017028182934002434 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46830530400938, cost: 0.0008554382378358483, fitness inc: 0.008554382378358483 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.430813138860493, cost: 8.398314107038729e-06, fitness inc: 8.398314107038729e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.79532622382977, cost: 0.002390556729397586, fitness inc: 0.002390556729397586 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.575689991635653, cost: 1.3726081586673544e-05, fitness inc: 0.00013726081586673544 Fitness: 0.01285492682176792 - Evaluating [14.646971472119004, 3.619965199256668, 154.7430604050195, 25.929044299330887, 10.250189177493976] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.897152978707823, cost: 3.9453132494315923e-07, fitness inc: 3.9453132494315923e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.396771196511032, cost: 0.000339463807728535, fitness inc: 0.000339463807728535 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.462453147213715, cost: 0.0008619779264389393, fitness inc: 0.008619779264389393 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.5171149688245, cost: 5.700415825093952e-05, fitness inc: 5.700415825093952e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.016740009530078, cost: 0.0009169093052320276, fitness inc: 0.0009169093052320276 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.534800055347191, cost: 2.3019844876959183e-05, fitness inc: 0.00023019844876959183 Fitness: 0.01016374951569543 - Evaluating [17.05672149629469, 3.3103965846692573, 152.22718643300695, 27.32512527989094, 10.310907820288117] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.367617307716614, cost: 0.00020924154768220404, fitness inc: 0.00020924154768220404 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.745803311849097, cost: 0.0028367786782954596, fitness inc: 0.0028367786782954596 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.569438969910994, cost: 0.0007463474840105899, fitness inc: 0.007463474840105899 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.67801627401795, cost: 1.1919322020936818e-05, fitness inc: 1.1919322020936818e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.05620109687047, cost: 7.378477848707377e-07, fitness inc: 7.378477848707377e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.569479253688969, cost: 1.4983809822455285e-05, fitness inc: 0.00014983809822455285 Fitness: 0.010671990334113923 - Evaluating [16.741216463033915, 3.8630945565893655, 152.78949046628097, 27.429920953913385, 9.208277630178623] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.949480150958042, cost: 3.3658822057303084e-05, fitness inc: 3.3658822057303084e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.532922679602347, cost: 0.005952675083047865, fitness inc: 0.005952675083047865 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.545359340226805, cost: 0.0007716485722858435, fitness inc: 0.007716485722858435 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.8125787120511, cost: 9.103812027566605e-07, fitness inc: 9.103812027566605e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.396023809367712, cost: 0.00045455645568337477, fitness inc: 0.00045455645568337477 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.549389567146804, cost: 1.9429671634596524e-05, fitness inc: 0.00019429671634596524 Fitness: 0.0143525831811957 >>>>> Evaluating: >>>>> [16.14825521176087, 2.8525015254729196, 154.26164152077047, 26.186455644994787, 9.450337643304861] >>>>> [16.096057591951865, 4.136040498698993, 153.77146461245687, 27.01602358018695, 10.966316124913464] >>>>> [16.373979700429665, 3.0857815223559424, 154.0731052087186, 27.347949593650792, 8.454049644230386] >>>>> [16.183616268379588, 3.9105237808866335, 152.42667924908477, 28.812402537746255, 11.978639692245208] >>>>> [15.89684934652641, 4.585329213502438, 154.1546178867749, 24.521818178144777, 12.48246759507453] >>>>> [15.59218242838538, 4.509531200239663, 154.62704057756093, 25.634181526152684, 11.367354916849829] >>>>> [17.022015645782144, 5.01268906533343, 156.31464989230784, 28.405963648751044, 10.205343770810185] >>>>> [17.445859976065556, 3.7755275677320816, 154.51725467118155, 27.802738936549453, 10.17595021692645] >>>>> [15.657287463221106, 3.5349064787305866, 155.07609809502236, 27.67820711728319, 8.920277203750924] >>>>> [16.153728697443338, 4.164540376239771, 153.7603999199648, 26.799809776484732, 9.519530036837013] >> Running individual: {'amp': 16.14825521176087, 'amp_increment': 2.8525015254729196, 'period': 154.26164152077047, 'period_increment': 26.186455644994787, 'offset': 9.450337643304861} >> Running individual: {'amp': 16.096057591951865, 'amp_increment': 4.136040498698993, 'period': 153.77146461245687, 'period_increment': 27.01602358018695, 'offset': 10.966316124913464} >> Running individual: {'amp': 16.373979700429665, 'amp_increment': 3.0857815223559424, 'period': 154.0731052087186, 'period_increment': 27.347949593650792, 'offset': 8.454049644230386} >> Running individual: {'amp': 16.183616268379588, 'amp_increment': 3.9105237808866335, 'period': 152.42667924908477, 'period_increment': 28.812402537746255, 'offset': 11.978639692245208} >> Running individual: {'amp': 15.89684934652641, 'amp_increment': 4.585329213502438, 'period': 154.1546178867749, 'period_increment': 24.521818178144777, 'offset': 12.48246759507453} >> Running individual: {'amp': 15.59218242838538, 'amp_increment': 4.509531200239663, 'period': 154.62704057756093, 'period_increment': 25.634181526152684, 'offset': 11.367354916849829} >> Running individual: {'amp': 17.022015645782144, 'amp_increment': 5.01268906533343, 'period': 156.31464989230784, 'period_increment': 28.405963648751044, 'offset': 10.205343770810185} >> Running individual: {'amp': 17.445859976065556, 'amp_increment': 3.7755275677320816, 'period': 154.51725467118155, 'period_increment': 27.802738936549453, 'offset': 10.17595021692645} >> Running individual: {'amp': 15.657287463221106, 'amp_increment': 3.5349064787305866, 'period': 155.07609809502236, 'period_increment': 27.67820711728319, 'offset': 8.920277203750924} >> Running individual: {'amp': 16.153728697443338, 'amp_increment': 4.164540376239771, 'period': 153.7603999199648, 'period_increment': 26.799809776484732, 'offset': 9.519530036837013} - Evaluating [16.14825521176087, 2.8525015254729196, 154.26164152077047, 26.186455644994787, 9.450337643304861] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.59858088415808, cost: 1.3378487935922223e-05, fitness inc: 1.3378487935922223e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.6979077988156215, cost: 0.002683677802434392, fitness inc: 0.002683677802434392 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.482561908465256, cost: 0.0008396106798523872, fitness inc: 0.008396106798523872 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.451085787248736, cost: 6.219347956282206e-05, fitness inc: 6.219347956282206e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.550410366062078, cost: 4.715518134179586e-05, fitness inc: 4.715518134179586e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.541701302298996, cost: 2.128368259191049e-05, fitness inc: 0.0002128368259191049 Fitness: 0.01141534857571791 - Evaluating [16.096057591951865, 4.136040498698993, 153.77146461245687, 27.01602358018695, 10.966316124913464] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.06236275127948, cost: 0.00015877404824149455, fitness inc: 0.00015877404824149455 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.1297327687072825, cost: 1.5720077198411175e-05, fitness inc: 1.5720077198411175e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5027962023660475, cost: 0.0008173998507713387, fitness inc: 0.008173998507713387 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.19840225817311, cost: 3.723468060690127e-05, fitness inc: 3.723468060690127e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.265768283920547, cost: 0.0001257630665479903, fitness inc: 0.0001257630665479903 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.531738348775294, cost: 2.3811879740209818e-05, fitness inc: 0.00023811879740209818 Fitness: 0.008749609177710282 - Evaluating [16.373979700429665, 3.0857815223559424, 154.0731052087186, 27.347949593650792, 8.454049644230386] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.82802149438517, cost: 1.103588020301416e-06, fitness inc: 1.103588020301416e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.919916129489415, cost: 0.007895096615363695, fitness inc: 0.007895096615363695 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.490134994806923, cost: 0.0008312630598044102, fitness inc: 0.008312630598044102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.913800439263788, cost: 0.00011281958310360718, fitness inc: 0.00011281958310360718 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.005700507647969, cost: 0.0002359621079357499, fitness inc: 0.0002359621079357499 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.51267916207196, cost: 2.904354030242029e-05, fitness inc: 0.0002904354030242029 Fitness: 0.016848047895491658 - Evaluating [16.183616268379588, 3.9105237808866335, 152.42667924908477, 28.812402537746255, 11.978639692245208] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.16224515460129, cost: 0.00037319892952969447, fitness inc: 0.00037319892952969447 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.2049624261561105, cost: 0.0005895388735237539, fitness inc: 0.0005895388735237539 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.56081879018404, cost: 0.0007553565754345737, fitness inc: 0.007553565754345737 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.072768857341245, cost: 0.00011137868589350397, fitness inc: 0.00011137868589350397 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.115490001780369, cost: 0.0008279457881293917, fitness inc: 0.0008279457881293917 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.517241379309536, cost: 2.7743978565752947e-05, fitness inc: 0.00027743978565752947 Fitness: 0.00973306781707961 - Evaluating [15.89684934652641, 4.585329213502438, 154.1546178867749, 24.521818178144777, 12.48246759507453] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.3793041434279, cost: 0.00042616720925015006, fitness inc: 0.00042616720925015006 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4143741186075522, cost: 0.0023410065498816746, fitness inc: 0.0023410065498816746 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.486766995328559, cost: 0.0008349703833083755, fitness inc: 0.008349703833083755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.96463565248222, cost: 0.00022781816722627912, fitness inc: 0.00022781816722627912 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.999702316884613, cost: 0.0009327163539668559, fitness inc: 0.0009327163539668559 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.596753882747193, cost: 9.870964810199112e-06, fitness inc: 9.870964810199112e-05 Fitness: 0.012376121761510706 - Evaluating [15.59218242838538, 4.509531200239663, 154.62704057756093, 25.634181526152684, 11.367354916849829] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.95952666163741, cost: 0.00014333739641481102, fitness inc: 0.00014333739641481102 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.224818199406294, cost: 0.0005604741398220758, fitness inc: 0.0005604741398220758 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.467468632776163, cost: 0.0008563716824334655, fitness inc: 0.008563716824334655 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.46905740972587, cost: 5.595095446053744e-05, fitness inc: 5.595095446053744e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.734348276598594, cost: 0.00037361440121497225, fitness inc: 0.00037361440121497225 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.547850208043573, cost: 1.9794122276817205e-05, fitness inc: 0.00019794122276817205 Fitness: 0.009895034939015224 - Evaluating [17.022015645782144, 5.01268906533343, 156.31464989230784, 28.405963648751044, 10.205343770810185] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.227348471437974, cost: 0.00018518797846944768, fitness inc: 0.00018518797846944768 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.816659375367936, cost: 0.0030709935062140925, fitness inc: 0.0030709935062140925 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.397134083929436, cost: 0.0009366564226884755, fitness inc: 0.009366564226884755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.240038250479344, cost: 0.00013007746907145457, fitness inc: 0.00013007746907145457 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.82935069686306, cost: 0.0007802788287477602, fitness inc: 0.0007802788287477602 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.413452429285975, cost: 6.46660851510994e-05, fitness inc: 0.000646660851510994 Fitness: 0.014179762860898504 - Evaluating [17.445859976065556, 3.7755275677320816, 154.51725467118155, 27.802738936549453, 10.17595021692645] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.621798316593328, cost: 0.0002565672557948151, fitness inc: 0.0002565672557948151 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.269898291831219, cost: 0.004786216202378957, fitness inc: 0.004786216202378957 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.471654154801, cost: 0.0008517071259955822, fitness inc: 0.008517071259955822 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.39732767922746, cost: 5.0620890448382916e-05, fitness inc: 5.0620890448382916e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.045427245373286, cost: 0.0002549665713467153, fitness inc: 0.0002549665713467153 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.484711367063501, cost: 3.766025383811211e-05, fitness inc: 0.0003766025383811211 Fitness: 0.014242044718305813 - Evaluating [15.657287463221106, 3.5349064787305866, 155.07609809502236, 27.67820711728319, 8.920277203750924] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.577550505745318, cost: 6.6611267832694665e-06, fitness inc: 6.6611267832694665e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.737002700200165, cost: 0.0028083311946227596, fitness inc: 0.0028083311946227596 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.449116471042498, cost: 0.0008769742396114166, fitness inc: 0.008769742396114166 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.112461246010277, cost: 9.235746856750549e-05, fitness inc: 9.235746856750549e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.271909148608145, cost: 1.725530624940852e-05, fitness inc: 1.725530624940852e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.471956224349399, cost: 4.1961131940548846e-05, fitness inc: 0.00041961131940548846 Fitness: 0.012113958811742598 - Evaluating [16.153728697443338, 4.164540376239771, 153.7603999199648, 26.799809776484732, 9.519530036837013] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.67324592609643, cost: 1.6923868793261576e-05, fitness inc: 1.6923868793261576e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.634188714139408, cost: 0.002486528087894846, fitness inc: 0.002486528087894846 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.503642039541174, cost: 0.0008164778572132825, fitness inc: 0.008164778572132825 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.83778936836411, cost: 6.819004219060787e-07, fitness inc: 6.819004219060787e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.798729293337711, cost: 0.0001488501254773844, fitness inc: 0.0001488501254773844 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537865152982715, cost: 2.224035026487936e-05, fitness inc: 0.0002224035026487936 Fitness: 0.011040166057369016 >>>>> Evaluating: >>>>> [15.584756648716327, 3.9889369816963747, 154.07870739368514, 28.932956983075663, 9.910976843958872] >>>>> [16.884788035457575, 3.986462682812281, 156.18310662698343, 27.48705059693103, 11.04240520716383] >>>>> [13.5982561642812, 4.947929866359879, 154.58283809056377, 25.608412154710386, 12.88881087956738] >>>>> [14.841975194351706, 4.839551009894411, 155.97640594473864, 26.55463552987115, 11.171739150203907] >>>>> [11.578200628282687, 4.577367209178794, 154.79549312630905, 24.303539718749253, 10.179246279209593] >>>>> [16.36816856175415, 3.737793234144266, 155.33161272889035, 26.59832924927993, 10.326776090763707] >>>>> [14.660049143002508, 4.030781638041229, 153.74302167280555, 26.457337186594856, 9.18678341988575] >>>>> [14.583257610148483, 4.1357295752181065, 155.3169703831201, 26.879867950375413, 9.246184845284796] >>>>> [14.792736716481112, 3.7134805819926084, 153.0114299226621, 26.61555663588555, 9.434475421703974] >>>>> [15.289167060952588, 3.710910138911878, 153.05725970683034, 25.689718768113057, 9.323344992243761] >> Running individual: {'amp': 15.584756648716327, 'amp_increment': 3.9889369816963747, 'period': 154.07870739368514, 'period_increment': 28.932956983075663, 'offset': 9.910976843958872} >> Running individual: {'amp': 16.884788035457575, 'amp_increment': 3.986462682812281, 'period': 156.18310662698343, 'period_increment': 27.48705059693103, 'offset': 11.04240520716383} >> Running individual: {'amp': 13.5982561642812, 'amp_increment': 4.947929866359879, 'period': 154.58283809056377, 'period_increment': 25.608412154710386, 'offset': 12.88881087956738} >> Running individual: {'amp': 14.841975194351706, 'amp_increment': 4.839551009894411, 'period': 155.97640594473864, 'period_increment': 26.55463552987115, 'offset': 11.171739150203907} >> Running individual: {'amp': 11.578200628282687, 'amp_increment': 4.577367209178794, 'period': 154.79549312630905, 'period_increment': 24.303539718749253, 'offset': 10.179246279209593} >> Running individual: {'amp': 16.36816856175415, 'amp_increment': 3.737793234144266, 'period': 155.33161272889035, 'period_increment': 26.59832924927993, 'offset': 10.326776090763707} >> Running individual: {'amp': 14.660049143002508, 'amp_increment': 4.030781638041229, 'period': 153.74302167280555, 'period_increment': 26.457337186594856, 'offset': 9.18678341988575} >> Running individual: {'amp': 14.583257610148483, 'amp_increment': 4.1357295752181065, 'period': 155.3169703831201, 'period_increment': 26.879867950375413, 'offset': 9.246184845284796} >> Running individual: {'amp': 14.792736716481112, 'amp_increment': 3.7134805819926084, 'period': 153.0114299226621, 'period_increment': 26.61555663588555, 'offset': 9.434475421703974} >> Running individual: {'amp': 15.289167060952588, 'amp_increment': 3.710910138911878, 'period': 153.05725970683034, 'period_increment': 25.689718768113057, 'offset': 9.323344992243761} - Evaluating [15.584756648716327, 3.9889369816963747, 154.07870739368514, 28.932956983075663, 9.910976843958872] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.495724349361126, cost: 9.176095707941201e-06, fitness inc: 9.176095707941201e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.673766134453541, cost: 0.0004235848646275686, fitness inc: 0.0004235848646275686 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.490134994806923, cost: 0.0008312630598044102, fitness inc: 0.008312630598044102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.48466082562963, cost: 6.884370166937437e-06, fitness inc: 6.884370166937437e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.66270994175381, cost: 2.653946376407479e-05, fitness inc: 2.653946376407479e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.464480874316133, cost: 4.458976816101856e-05, fitness inc: 0.0004458976816101856 Fitness: 0.00922471307392081 - Evaluating [16.884788035457575, 3.986462682812281, 156.18310662698343, 27.48705059693103, 11.04240520716383] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.92718169804238, cost: 0.0003197959250910154, fitness inc: 0.0003197959250910154 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.842371126729666, cost: 0.000661931776181568, fitness inc: 0.000661931776181568 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4020486555688185, cost: 0.0009309300357590589, fitness inc: 0.009309300357590589 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.913648541135984, cost: 9.493644421798564e-05, fitness inc: 9.493644421798564e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.828832611273874, cost: 6.833687493545959e-06, fitness inc: 6.833687493545959e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.444399074451352, cost: 5.204668233038667e-05, fitness inc: 0.0005204668233038667 Fitness: 0.01091326501387857 - Evaluating [13.5982561642812, 4.947929866359879, 154.58283809056377, 25.608412154710386, 12.88881087956738] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.48705730590586, cost: 8.255542923407688e-05, fitness inc: 8.255542923407688e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.7094352603565159, cost: 0.01689140701045566, fitness inc: 0.01689140701045566 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46830530400938, cost: 0.0008554382378358483, fitness inc: 0.008554382378358483 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.434984823427033, cost: 5.3385848024278815e-05, fitness inc: 5.3385848024278815e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.657365838983905, cost: 0.004380995481487737, fitness inc: 0.004380995481487737 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.549389567146804, cost: 1.9429671634596524e-05, fitness inc: 0.00019429671634596524 Fitness: 0.030157022863906202 - Evaluating [14.841975194351706, 4.839551009894411, 155.97640594473864, 26.55463552987115, 11.171739150203907] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.013705876817923, cost: 3.836597780959572e-05, fitness inc: 3.836597780959572e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6702264071026023, cost: 0.0016476058836577545, fitness inc: 0.0016476058836577545 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.41107834337639, cost: 0.0009204544151937277, fitness inc: 0.009204544151937277 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.853253844408176, cost: 1.8876276238755096e-05, fitness inc: 1.8876276238755096e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.509780030936334, cost: 0.0005178888765746681, fitness inc: 0.0005178888765746681 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.477951246233103, cost: 3.9910730842418474e-05, fitness inc: 0.00039910730842418474 Fitness: 0.011826388474642235 - Evaluating [11.578200628282687, 4.577367209178794, 154.79549312630905, 24.303539718749253, 10.179246279209593] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.75744487732563, cost: 0.0003923647863848245, fitness inc: 0.0003923647863848245 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.3989517377056806, cost: 0.011958226358840252, fitness inc: 0.011958226358840252 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.459948320412469, cost: 0.0008647846196869757, fitness inc: 0.008647846196869757 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.33480675564453, cost: 0.00034815296581158783, fitness inc: 0.00034815296581158783 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.976316577794262, cost: 0.0037634202648457737, fitness inc: 0.0037634202648457737 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5834729201555255, cost: 1.222779126675011e-05, fitness inc: 0.0001222779126675011 Fitness: 0.025232288485419696 - Evaluating [16.36816856175415, 3.737793234144266, 155.33161272889035, 26.59832924927993, 10.326776090763707] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.694933805884983, cost: 0.0001072461216830023, fitness inc: 0.0001072461216830023 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.0413815054272275, cost: 0.0010112646612870924, fitness inc: 0.0010112646612870924 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.432730624814628, cost: 4.855489830313253e-06, fitness inc: 4.855489830313253e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.77917304039406, cost: 1.1375017151538103e-05, fitness inc: 1.1375017151538103e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.496770647243937, cost: 3.3807798464291494e-05, fitness inc: 0.00033807798464291494 Fitness: 0.01037432466922883 - Evaluating [14.660049143002508, 4.030781638041229, 153.74302167280555, 26.457337186594856, 9.18678341988575] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.846820488574732, cost: 4.9640369631398507e-05, fitness inc: 4.9640369631398507e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.473255896915696, cost: 0.00020904184168946127, fitness inc: 0.00020904184168946127 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.503642039541172, cost: 0.0008164778572132825, fitness inc: 0.008164778572132825 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.877586703498604, cost: 0.00011676998379428483, fitness inc: 0.00011676998379428483 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.504020063933456, cost: 5.738870656490924e-05, fitness inc: 5.738870656490924e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.549389567146804, cost: 1.9429671634596524e-05, fitness inc: 0.00019429671634596524 Fitness: 0.008791916190158844 - Evaluating [14.583257610148483, 4.1357295752181065, 155.3169703831201, 26.879867950375413, 9.246184845284796] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.829432616682265, cost: 5.1148615647145235e-05, fitness inc: 5.1148615647145235e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.337063104021435, cost: 0.00010605800328411519, fitness inc: 0.00010605800328411519 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.438320885911988, cost: 0.0008892077061257719, fitness inc: 0.00889207706125772 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.965151335826597, cost: 0.00010733443287391786, fitness inc: 0.00010733443287391786 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.472783126701668, cost: 6.484506472892448e-05, fitness inc: 6.484506472892448e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.488474204170434, cost: 3.643587543766813e-05, fitness inc: 0.0003643587543766813 Fitness: 0.009585821932168503 - Evaluating [14.792736716481112, 3.7134805819926084, 153.0114299226621, 26.61555663588555, 9.434475421703974] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.227203086095628, cost: 2.229288328858825e-05, fitness inc: 2.229288328858825e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.35825448221437, cost: 0.00011980945345413385, fitness inc: 0.00011980945345413385 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.535947712417327, cost: 0.000781651977750597, fitness inc: 0.00781651977750597 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.940685715792064, cost: 0.00010993073578224877, fitness inc: 0.00010993073578224877 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.071732591187775, cost: 0.00020100567995007257, fitness inc: 0.00020100567995007257 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.567153792622711, cost: 1.5468919487227062e-05, fitness inc: 0.00015468919487227062 Fitness: 0.008424247724853284 - Evaluating [15.289167060952588, 3.710910138911878, 153.05725970683034, 25.689718768113057, 9.323344992243761] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.61249922881262, cost: 5.6044748678596434e-06, fitness inc: 5.6044748678596434e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.965811883664563, cost: 0.0008699508581084814, fitness inc: 0.0008699508581084814 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.533385600417164, cost: 0.0007843863183459865, fitness inc: 0.007843863183459865 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.323415223594626, cost: 7.286817659490907e-05, fitness inc: 7.286817659490907e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.676718000866291, cost: 2.4380659552458717e-05, fitness inc: 2.4380659552458717e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5947185856542365, cost: 1.0215792093482001e-05, fitness inc: 0.00010215792093482001 Fitness: 0.008918825273518394 >>>>> Evaluating: >>>>> [14.679301447269738, 5.46112092185017, 157.32541289437827, 26.497824721344422, 12.573125246865002] >>>>> [16.22570056334734, 5.023167485501281, 155.05310498377804, 24.772742954457875, 10.550140602172362] >>>>> [14.07396735852188, 4.068887696307197, 152.37369265022767, 24.875119438687065, 8.696904766875448] >>>>> [14.9917731122401, 3.442876972272486, 154.34620719030096, 26.618626644880653, 10.971566578895946] >>>>> [16.260412953483197, 3.896856975581653, 153.09652195970207, 27.274657993417822, 9.331363707508263] >>>>> [14.41833047851961, 5.116059945994998, 151.63983084151815, 26.616168669248673, 11.552935876340166] >>>>> [15.296983954491187, 5.249234314221234, 152.9869668900406, 24.611647550519454, 11.353904058876989] >>>>> [15.978120930785416, 4.157950094409675, 153.73794768903633, 25.13411075314769, 10.452446785536491] >>>>> [15.603009176353666, 5.117537775641263, 156.4858402173347, 26.804800610887085, 9.483825721434057] >>>>> [14.456416362330062, 4.141111008928185, 154.44937543125403, 27.041523720337615, 9.659926400604794] >> Running individual: {'amp': 14.679301447269738, 'amp_increment': 5.46112092185017, 'period': 157.32541289437827, 'period_increment': 26.497824721344422, 'offset': 12.573125246865002} >> Running individual: {'amp': 16.22570056334734, 'amp_increment': 5.023167485501281, 'period': 155.05310498377804, 'period_increment': 24.772742954457875, 'offset': 10.550140602172362} >> Running individual: {'amp': 14.07396735852188, 'amp_increment': 4.068887696307197, 'period': 152.37369265022767, 'period_increment': 24.875119438687065, 'offset': 8.696904766875448} >> Running individual: {'amp': 14.9917731122401, 'amp_increment': 3.442876972272486, 'period': 154.34620719030096, 'period_increment': 26.618626644880653, 'offset': 10.971566578895946} >> Running individual: {'amp': 16.260412953483197, 'amp_increment': 3.896856975581653, 'period': 153.09652195970207, 'period_increment': 27.274657993417822, 'offset': 9.331363707508263} >> Running individual: {'amp': 14.41833047851961, 'amp_increment': 5.116059945994998, 'period': 151.63983084151815, 'period_increment': 26.616168669248673, 'offset': 11.552935876340166} >> Running individual: {'amp': 15.296983954491187, 'amp_increment': 5.249234314221234, 'period': 152.9869668900406, 'period_increment': 24.611647550519454, 'offset': 11.353904058876989} >> Running individual: {'amp': 15.978120930785416, 'amp_increment': 4.157950094409675, 'period': 153.73794768903633, 'period_increment': 25.13411075314769, 'offset': 10.452446785536491} >> Running individual: {'amp': 15.603009176353666, 'amp_increment': 5.117537775641263, 'period': 156.4858402173347, 'period_increment': 26.804800610887085, 'offset': 9.483825721434057} >> Running individual: {'amp': 14.456416362330062, 'amp_increment': 4.141111008928185, 'period': 154.44937543125403, 'period_increment': 27.041523720337615, 'offset': 9.659926400604794} - Evaluating [14.679301447269738, 5.46112092185017, 157.32541289437827, 26.497824721344422, 12.573125246865002] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.252414897953173, cost: 0.00018937873481317258, fitness inc: 0.00018937873481317258 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.106168832973157, cost: 0.007755253077330271, fitness inc: 0.007755253077330271 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.355662895639054, cost: 0.0009856752277594971, fitness inc: 0.009856752277594971 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.713534848526606, cost: 0.00019086813523694346, fitness inc: 0.00019086813523694346 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.567287026200184, cost: 0.0013789563971695618, fitness inc: 0.0013789563971695618 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.440696409139566, cost: 5.3484493435451697e-05, fitness inc: 0.000534844934354517 Fitness: 0.019906053556499437 - Evaluating [16.22570056334734, 5.023167485501281, 155.05310498377804, 24.772742954457875, 10.550140602172362] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.775831221438178, cost: 0.000117726390435835, fitness inc: 0.000117726390435835 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.675545804450955, cost: 0.000425824402294106, fitness inc: 0.000425824402294106 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.44994840041183, cost: 0.000876035011528109, fitness inc: 0.00876035011528109 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.79899556841018, cost: 8.390242550526672e-05, fitness inc: 8.390242550526672e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.69871616783847, cost: 0.00011391259799842235, fitness inc: 0.00011391259799842235 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.560962046433223, cost: 1.679824794620366e-05, fitness inc: 0.0001679824794620366 Fitness: 0.009669698410976757 - Evaluating [14.07396735852188, 4.068887696307197, 152.37369265022767, 24.875119438687065, 8.696904766875448] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.770862967360298, cost: 0.00018546968401544905, fitness inc: 0.00018546968401544905 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.377050081336552, cost: 0.00013270722634939336, fitness inc: 0.00013270722634939336 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.562541015880375, cost: 0.000753552338380814, fitness inc: 0.00753552338380814 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.83974947815977, cost: 0.0002588552280426981, fitness inc: 0.0002588552280426981 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.445941107073155, cost: 7.161595987681402e-05, fitness inc: 7.161595987681402e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.641430666816197, cost: 3.792892434795192e-06, fitness inc: 3.792892434795192e-05 Fitness: 0.008222100406440447 - Evaluating [14.9917731122401, 3.442876972272486, 154.34620719030096, 26.618626644880653, 10.971566578895946] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.96333253084488, cost: 3.464802886221641e-05, fitness inc: 3.464802886221641e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.020194053763476, cost: 0.0008951467080153819, fitness inc: 0.0008951467080153819 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.47920176234191, cost: 0.0008433278067609962, fitness inc: 0.008433278067609962 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.406208088942385, cost: 9.140135852736542e-06, fitness inc: 9.140135852736542e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.463075745707509, cost: 0.0014994495570539446, fitness inc: 0.0014994495570539446 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.525625086337082, cost: 2.543339804328415e-05, fitness inc: 0.0002543339804328415 Fitness: 0.011125996477827083 - Evaluating [16.260412953483197, 3.896856975581653, 153.09652195970207, 27.274657993417822, 9.331363707508263] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.591759817436113, cost: 1.307534666017407e-05, fitness inc: 1.307534666017407e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.929046193953216, cost: 0.0034613517763145696, fitness inc: 0.0034613517763145696 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5316786414098695, cost: 0.0007862106650978751, fitness inc: 0.00786210665097875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.48862597740635, cost: 6.7788316541195215e-06, fitness inc: 6.7788316541195215e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.825894527931755, cost: 0.00015914519585735754, fitness inc: 0.00015914519585735754 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.544005544004734, cost: 2.0719154836812415e-05, fitness inc: 0.00020719154836812415 Fitness: 0.011709649349833096 - Evaluating [14.41833047851961, 5.116059945994998, 151.63983084151815, 26.616168669248673, 11.552935876340166] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.971256907420692, cost: 3.522035457415029e-05, fitness inc: 3.522035457415029e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.865383674385446, cost: 0.004234697298229229, fitness inc: 0.004234697298229229 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5945660775511215, cost: 0.0007203944447768951, fitness inc: 0.007203944447768951 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.08731542834519, cost: 3.0651994688213335e-05, fitness inc: 3.0651994688213335e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.981444257696188, cost: 0.0009498051490919313, fitness inc: 0.0009498051490919313 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6104129263904765, cost: 7.709977493775e-06, fitness inc: 7.709977493775e-05 Fitness: 0.012531419019290224 - Evaluating [15.296983954491187, 5.249234314221234, 152.9869668900406, 24.611647550519454, 11.353904058876989] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.650879035411947, cost: 0.00010174419839625859, fitness inc: 0.00010174419839625859 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.9430727505114143, cost: 0.0010414627134187615, fitness inc: 0.0010414627134187615 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.535947712417328, cost: 0.000781651977750597, fitness inc: 0.00781651977750597 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.90012206891136, cost: 9.359923371976553e-05, fitness inc: 9.359923371976553e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.19231397378529, cost: 0.00015218223849400303, fitness inc: 0.00015218223849400303 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.630630630629724, cost: 5.000752797079677e-06, fitness inc: 5.000752797079677e-05 Fitness: 0.009255515689505556 - Evaluating [15.978120930785416, 4.157950094409675, 153.73794768903633, 25.13411075314769, 10.452446785536491] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.430556222613756, cost: 7.640184685653306e-05, fitness inc: 7.640184685653306e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.525664135070213, cost: 0.00025788611713839504, fitness inc: 0.00025788611713839504 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5044880967858125, cost: 0.0008155561429782354, fitness inc: 0.008155561429782354 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.588510490220717, cost: 8.980226471888564e-06, fitness inc: 8.980226471888564e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.68361064669584, cost: 2.3352032465839834e-05, fitness inc: 2.3352032465839834e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.59033989266457, cost: 1.0977713607585038e-05, fitness inc: 0.00010977713607585038 Fitness: 0.008631958788790861 - Evaluating [15.603009176353666, 5.117537775641263, 156.4858402173347, 26.804800610887085, 9.483825721434057] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.086825098840006, cost: 2.817491796536231e-07, fitness inc: 2.817491796536231e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.119171657567251, cost: 0.0011677979666411265, fitness inc: 0.0011677979666411265 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.389776357826513, cost: 0.0009452622655041765, fitness inc: 0.009452622655041765 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.204370351433568, cost: 1.0831970771452148e-06, fitness inc: 1.0831970771452148e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.236702507708731, cost: 0.00035676129735573436, fitness inc: 0.00035676129735573436 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.455537370430183, cost: 4.783956953380297e-05, fitness inc: 0.0004783956953380297 Fitness: 0.011456942560633454 - Evaluating [14.456416362330062, 4.141111008928185, 154.44937543125403, 27.041523720337615, 9.659926400604794] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.11633266797968, cost: 2.9148538734702356e-05, fitness inc: 2.9148538734702356e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.796480973470938, cost: 3.863990493202518e-05, fitness inc: 3.863990493202518e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.474168069402113, cost: 0.0008489116005038211, fitness inc: 0.00848911600503821 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.25743701503644, cost: 7.871580243257181e-05, fitness inc: 7.871580243257181e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.937599124486598, cost: 0.0002632786972476264, fitness inc: 0.0002632786972476264 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.510400881663333, cost: 2.9703650095691536e-05, fitness inc: 0.00029703650095691536 Fitness: 0.009195935449342052 >>>>> Evaluating: >>>>> [15.426764984175119, 3.4061030043593123, 152.50790533629873, 27.930120739764895, 11.656130466359278] >>>>> [15.225535603822431, 5.873279561693208, 154.2896787069122, 26.29526432789568, 10.728240157876693] >>>>> [11.647747507374861, 3.411089159002929, 155.4671952875115, 26.136659465484907, 11.034307871856077] >>>>> [15.000741691089313, 4.482992977376297, 153.71079613007794, 26.262214847362838, 8.396198538992197] >>>>> [14.289783855726911, 3.622916726229239, 152.55263763672104, 26.907809680959133, 8.982498289135949] >>>>> [14.922683644274867, 3.1754083232740458, 151.9219127469173, 28.20008789392292, 9.101632413317187] >>>>> [14.159473368489346, 3.1324083513831766, 152.5961743873878, 27.108535112999455, 9.481531284560248] >>>>> [13.562075085563679, 3.930889585480913, 156.42990320379508, 25.564118155667778, 8.809190346756946] >>>>> [15.286821466105666, 5.59204358782471, 152.43022331504037, 25.34769698001912, 11.788399164924877] >>>>> [17.13748208857279, 5.884900222352416, 152.47362284298646, 27.83285216438476, 9.68355225635571] >> Running individual: {'amp': 15.426764984175119, 'amp_increment': 3.4061030043593123, 'period': 152.50790533629873, 'period_increment': 27.930120739764895, 'offset': 11.656130466359278} >> Running individual: {'amp': 15.225535603822431, 'amp_increment': 5.873279561693208, 'period': 154.2896787069122, 'period_increment': 26.29526432789568, 'offset': 10.728240157876693} >> Running individual: {'amp': 11.647747507374861, 'amp_increment': 3.411089159002929, 'period': 155.4671952875115, 'period_increment': 26.136659465484907, 'offset': 11.034307871856077} >> Running individual: {'amp': 15.000741691089313, 'amp_increment': 4.482992977376297, 'period': 153.71079613007794, 'period_increment': 26.262214847362838, 'offset': 8.396198538992197} >> Running individual: {'amp': 14.289783855726911, 'amp_increment': 3.622916726229239, 'period': 152.55263763672104, 'period_increment': 26.907809680959133, 'offset': 8.982498289135949} >> Running individual: {'amp': 14.922683644274867, 'amp_increment': 3.1754083232740458, 'period': 151.9219127469173, 'period_increment': 28.20008789392292, 'offset': 9.101632413317187} >> Running individual: {'amp': 14.159473368489346, 'amp_increment': 3.1324083513831766, 'period': 152.5961743873878, 'period_increment': 27.108535112999455, 'offset': 9.481531284560248} >> Running individual: {'amp': 13.562075085563679, 'amp_increment': 3.930889585480913, 'period': 156.42990320379508, 'period_increment': 25.564118155667778, 'offset': 8.809190346756946} >> Running individual: {'amp': 15.286821466105666, 'amp_increment': 5.59204358782471, 'period': 152.43022331504037, 'period_increment': 25.34769698001912, 'offset': 11.788399164924877} >> Running individual: {'amp': 17.13748208857279, 'amp_increment': 5.884900222352416, 'period': 152.47362284298646, 'period_increment': 27.83285216438476, 'offset': 9.68355225635571} - Evaluating [15.426764984175119, 3.4061030043593123, 152.50790533629873, 27.930120739764895, 11.656130466359278] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.082875718896492, cost: 0.00016194761074439512, fitness inc: 0.00016194761074439512 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.77063212511746, cost: 0.001408520301463767, fitness inc: 0.001408520301463767 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.556517178074032, cost: 0.0007598724299340276, fitness inc: 0.007598724299340276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.488987977183786, cost: 6.199920520311153e-06, fitness inc: 6.199920520311153e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.176728060155921, cost: 0.0018563853224560223, fitness inc: 0.0018563853224560223 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.541701302298996, cost: 2.128368259191049e-05, fitness inc: 0.0002128368259191049 Fitness: 0.011244614280443876 - Evaluating [15.225535603822431, 5.873279561693208, 154.2896787069122, 26.29526432789568, 10.728240157876693] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.953759678007213, cost: 3.3962896527572894e-05, fitness inc: 3.3962896527572894e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.497290601597926, cost: 0.000235773369978709, fitness inc: 0.000235773369978709 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.481721545241448, cost: 0.000840539555030051, fitness inc: 0.00840539555030051 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.827046213360923, cost: 8.653902739441666e-05, fitness inc: 8.653902739441666e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.3705682738772, cost: 3.204628356723305e-05, fitness inc: 3.204628356723305e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537098560353565, cost: 2.243404590795972e-05, fitness inc: 0.0002243404590795972 Fitness: 0.009018057586848038 - Evaluating [11.647747507374861, 3.411089159002929, 155.4671952875115, 26.136659465484907, 11.034307871856077] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.682048193344162, cost: 0.00020054062469709866, fitness inc: 0.00020054062469709866 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.6134324416575172, cost: 0.01764228888017383, fitness inc: 0.01764228888017383 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4325228354551, cost: 0.0008958128906272345, fitness inc: 0.008958128906272345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.093143592383154, cost: 0.0003955588630610851, fitness inc: 0.0003955588630610851 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.024527513856595, cost: 0.008262588016526018, fitness inc: 0.008262588016526018 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.506607929514611, cost: 3.081907383151172e-05, fitness inc: 0.00030819073831511723 Fitness: 0.03576729602904549 - Evaluating [15.000741691089313, 4.482992977376297, 153.71079613007794, 26.262214847362838, 8.396198538992197] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.39692465826067, cost: 9.59265776289131e-05, fitness inc: 9.59265776289131e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.604537616388803, cost: 0.0023973313211698155, fitness inc: 0.0023973313211698155 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.505334374185862, cost: 0.0008146347083806127, fitness inc: 0.008146347083806127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.879925861680057, cost: 0.0001165127621872708, fitness inc: 0.0001165127621872708 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.087526389038002, cost: 0.00027590850590897276, fitness inc: 0.00027590850590897276 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.556327267675257, cost: 1.7829158580839888e-05, fitness inc: 0.00017829158580839888 Fitness: 0.011210317836509498 - Evaluating [14.289783855726911, 3.622916726229239, 152.55263763672104, 26.907809680959133, 8.982498289135949] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.272270393540946, cost: 0.00011142374582062686, fitness inc: 0.00011142374582062686 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.307278357668448, cost: 8.814639837462224e-05, fitness inc: 8.814639837462224e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5547981122171715, cost: 0.0007616808694986821, fitness inc: 0.007616808694986821 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.895189491164263, cost: 0.00024985489847773046, fitness inc: 0.00024985489847773046 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.930193152949998, cost: 0.00026696123913783065, fitness inc: 0.00026696123913783065 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.57258289216971, cost: 1.4348405786623886e-05, fitness inc: 0.00014348405786623886 Fitness: 0.00847667903466387 - Evaluating [14.922683644274867, 3.1754083232740458, 151.9219127469173, 28.20008789392292, 9.101632413317187] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.02430706352314, cost: 3.5535884340576196e-05, fitness inc: 3.5535884340576196e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.821037243058679, cost: 0.0006288508403116122, fitness inc: 0.0006288508403116122 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.582411795680962, cost: 0.0007328910194892568, fitness inc: 0.007328910194892568 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.199715150967258, cost: 0.000203255053614404, fitness inc: 0.000203255053614404 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.9964513156099, cost: 0.00023492354443443997, fitness inc: 0.00023492354443443997 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.551700208187947, cost: 1.8888972470709753e-05, fitness inc: 0.00018888972470709753 Fitness: 0.008620365242300698 - Evaluating [14.159473368489346, 3.1324083513831766, 152.5961743873878, 27.108535112999455, 9.481531284560248] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.640985432392938, cost: 6.89424030239083e-05, fitness inc: 6.89424030239083e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.677924632209066, cost: 9.678102681343059e-05, fitness inc: 9.678102681343059e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553079947574388, cost: 0.0007634905038069739, fitness inc: 0.007634905038069739 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.773399142993878, cost: 0.00026983595567608987, fitness inc: 0.00026983595567608987 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.810348432037415, cost: 0.0011174581010156004, fitness inc: 0.0011174581010156004 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675873, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.009347535948915242 - Evaluating [13.562075085563679, 3.930889585480913, 156.42990320379508, 25.564118155667778, 8.809190346756946] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.371256106084658, cost: 0.00025790947127468655, fitness inc: 0.00025790947127468655 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.752874176526408, cost: 5.697574278507034e-05, fitness inc: 5.697574278507034e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3922270519039195, cost: 0.0009423914930333233, fitness inc: 0.009423914930333233 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.302152386065995, cost: 0.00035438205803350886, fitness inc: 0.00035438205803350886 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.683770760964336, cost: 0.00040406000879444903, fitness inc: 0.00040406000879444903 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.494505494504688, cost: 3.4515573919979836e-05, fitness inc: 0.00034515573919979836 Fitness: 0.010842397950420746 - Evaluating [15.286821466105666, 5.59204358782471, 152.43022331504037, 25.34769698001912, 11.788399164924877] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.075209746588015, cost: 0.0001607579344523602, fitness inc: 0.0001607579344523602 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4984097884873897, cost: 0.00209994300282601, fitness inc: 0.00209994300282601 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.559958016267722, cost: 0.0007562591456441448, fitness inc: 0.007562591456441448 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.66725109790724, cost: 0.00018441379770017807, fitness inc: 0.00018441379770017807 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.090454220935278, cost: 0.0001929808055165516, fitness inc: 0.0001929808055165516 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.624929688377989, cost: 5.705557618251866e-06, fitness inc: 5.7055576182518664e-05 Fitness: 0.010257742573119066 - Evaluating [17.13748208857279, 5.884900222352416, 152.47362284298646, 27.83285216438476, 9.68355225635571] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.821025923272895, cost: 0.0001237939726771442, fitness inc: 0.0001237939726771442 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.453914237390895, cost: 0.005589157992087479, fitness inc: 0.005589157992087479 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.55823714585422, cost: 0.0007580651877636679, fitness inc: 0.007580651877636679 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.70593187417419, cost: 0.00018980027327830662, fitness inc: 0.00018980027327830662 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.338806487321426, cost: 0.002594431771946737, fitness inc: 0.002594431771946737 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.546311702716883, cost: 2.016175415564536e-05, fitness inc: 0.00020161754155645362 Fitness: 0.0162794534291828 >>>>> Evaluating: >>>>> [12.686350159571404, 3.0478019581299374, 152.18698486593118, 24.49934975079894, 9.237245851243479] >>>>> [15.702390537309649, 3.0832928685081367, 152.5113660130853, 26.758407784648302, 8.960989456512152] >>>>> [14.750555361602412, 4.478785839494714, 154.82974253472636, 24.176109195734462, 9.510120439541698] >>>>> [15.222443627654336, 6.385682823351888, 153.05102463573886, 24.693598374530477, 10.246940060800759] >>>>> [15.832941763100246, 4.581541489542057, 153.61856496685996, 26.742147431314, 10.692924413310662] >>>>> [15.46087451447222, 3.1103508019478756, 153.33270492298055, 25.888880654481103, 10.581625060445099] >>>>> [14.858801963982147, 4.30206298818943, 152.25156033290784, 28.411675473580996, 8.544913729586618] >>>>> [15.526298989741381, 5.090510134477934, 150.06167114167073, 27.47647016073886, 10.065901400025895] >>>>> [14.634112875022984, 4.429639679716226, 153.09804149090525, 28.35373726160361, 10.200823343705828] >>>>> [14.786353880272353, 4.67529312697254, 153.0598647743594, 26.69025553775322, 11.010416421250623] >> Running individual: {'amp': 12.686350159571404, 'amp_increment': 3.0478019581299374, 'period': 152.18698486593118, 'period_increment': 24.49934975079894, 'offset': 9.237245851243479} >> Running individual: {'amp': 15.702390537309649, 'amp_increment': 3.0832928685081367, 'period': 152.5113660130853, 'period_increment': 26.758407784648302, 'offset': 8.960989456512152} >> Running individual: {'amp': 14.750555361602412, 'amp_increment': 4.478785839494714, 'period': 154.82974253472636, 'period_increment': 24.176109195734462, 'offset': 9.510120439541698} >> Running individual: {'amp': 15.222443627654336, 'amp_increment': 6.385682823351888, 'period': 153.05102463573886, 'period_increment': 24.693598374530477, 'offset': 10.246940060800759} >> Running individual: {'amp': 15.832941763100246, 'amp_increment': 4.581541489542057, 'period': 153.61856496685996, 'period_increment': 26.742147431314, 'offset': 10.692924413310662} >> Running individual: {'amp': 15.46087451447222, 'amp_increment': 3.1103508019478756, 'period': 153.33270492298055, 'period_increment': 25.888880654481103, 'offset': 10.581625060445099} >> Running individual: {'amp': 14.858801963982147, 'amp_increment': 4.30206298818943, 'period': 152.25156033290784, 'period_increment': 28.411675473580996, 'offset': 8.544913729586618} >> Running individual: {'amp': 15.526298989741381, 'amp_increment': 5.090510134477934, 'period': 150.06167114167073, 'period_increment': 27.47647016073886, 'offset': 10.065901400025895} >> Running individual: {'amp': 14.634112875022984, 'amp_increment': 4.429639679716226, 'period': 153.09804149090525, 'period_increment': 28.35373726160361, 'offset': 10.200823343705828} >> Running individual: {'amp': 14.786353880272353, 'amp_increment': 4.67529312697254, 'period': 153.0598647743594, 'period_increment': 26.69025553775322, 'offset': 11.010416421250623} - Evaluating [12.686350159571404, 3.0478019581299374, 152.18698486593118, 24.49934975079894, 9.237245851243479] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.923588486186613, cost: 0.00035319982083859003, fitness inc: 0.00035319982083859003 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.449098325244954, cost: 0.0022398202731838124, fitness inc: 0.0022398202731838124 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.570302233901786, cost: 0.0007454482432959209, fitness inc: 0.0074544824329592085 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.971388402857347, cost: 0.000655150694879536, fitness inc: 0.000655150694879536 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.4969009763578125, cost: 0.0028551876453725145, fitness inc: 0.0028551876453725145 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659950192437397, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-05 Fitness: 0.013578937816153713 - Evaluating [15.702390537309649, 3.0832928685081367, 152.5113660130853, 26.758407784648302, 8.960989456512152] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.663364110646608, cost: 4.22955974221928e-06, fitness inc: 4.22955974221928e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.741394160133866, cost: 0.0028225085752588974, fitness inc: 0.0028225085752588974 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.556517178074032, cost: 0.0007598724299340276, fitness inc: 0.007598724299340276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.746665833692038, cost: 0.0001316184660026254, fitness inc: 0.0001316184660026254 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.82468175304854, cost: 7.169205506696308e-06, fitness inc: 7.169205506696308e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.578022590990681, cost: 1.326794916345353e-05, fitness inc: 0.0001326794916345353 Fitness: 0.01069692959748525 - Evaluating [14.750555361602412, 4.478785839494714, 154.82974253472636, 24.176109195734462, 9.510120439541698] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.260665349376335, cost: 2.0404032949339346e-05, fitness inc: 2.0404032949339346e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.240423170731543, cost: 5.396912064747905e-05, fitness inc: 5.396912064747905e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.458279514336413, cost: 0.0008666570656774564, fitness inc: 0.008666570656774564 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.73944683817625, cost: 4.119243304478992e-05, fitness inc: 4.119243304478992e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.719206330918581, cost: 1.8392743934003697e-05, fitness inc: 1.8392743934003697e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.586592178770045, cost: 1.1651602116025117e-05, fitness inc: 0.00011651602116025117 Fitness: 0.008917045008510427 - Evaluating [15.222443627654336, 6.385682823351888, 153.05102463573886, 24.693598374530477, 10.246940060800759] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.469374100883343, cost: 8.226606957206783e-06, fitness inc: 8.226606957206783e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.975491967355686, cost: 5.584458334650932e-07, fitness inc: 5.584458334650932e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.534239414531176, cost: 0.0007834745805522791, fitness inc: 0.007834745805522791 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.855055050039198, cost: 8.921238636949713e-05, fitness inc: 8.921238636949713e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.361174942033966, cost: 0.0004321557707650525, fitness inc: 0.0004321557707650525 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.625562556254718, cost: 5.625024563915559e-06, fitness inc: 5.6250245639155594e-05 Fitness: 0.008421149261087169 - Evaluating [15.832941763100246, 4.581541489542057, 153.61856496685996, 26.742147431314, 10.692924413310662] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.52585661964358, cost: 8.691907245717001e-05, fitness inc: 8.691907245717001e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.140006857980457, cost: 1.8307520476490424e-05, fitness inc: 1.8307520476490424e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.509569066526825, cost: 0.000810031740985484, fitness inc: 0.00810031740985484 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.107396516913656, cost: 3.179457206725633e-05, fitness inc: 3.179457206725633e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.721548115817294, cost: 1.8087207345418577e-05, fitness inc: 1.8087207345418577e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.544774050456634, cost: 2.053256180434282e-05, fitness inc: 0.0002053256180434282 Fitness: 0.008460751400244604 - Evaluating [15.46087451447222, 3.1103508019478756, 153.33270492298055, 25.888880654481103, 10.581625060445099] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.042489724686035, cost: 4.057549516556236e-05, fitness inc: 4.057549516556236e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.879239588417778, cost: 1.3600267681601608e-05, fitness inc: 1.3600267681601608e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.521455588886468, cost: 0.0007971810025512172, fitness inc: 0.007971810025512172 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.15284107539881, cost: 1.8604751197304203e-05, fitness inc: 1.8604751197304203e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.989591787566172, cost: 0.0009421602823258546, fitness inc: 0.0009421602823258546 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.579578741804182, cost: 1.2966638474831704e-05, fitness inc: 0.00012966638474831704 Fitness: 0.009116417206630811 - Evaluating [14.858801963982147, 4.30206298818943, 152.25156033290784, 28.411675473580996, 8.544913729586618] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.403706349424386, cost: 9.511672700923679e-05, fitness inc: 9.511672700923679e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.3138758364272425, cost: 0.0016087395770006951, fitness inc: 0.0016087395770006951 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.568575932736809, cost: 0.0007472470290816879, fitness inc: 0.007472470290816879 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.705768478246664, cost: 0.0001364389077261885, fitness inc: 0.0001364389077261885 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.6159402051691, cost: 8.852454209828942e-05, fitness inc: 8.852454209828942e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.535566011623879, cost: 2.282379388940381e-05, fitness inc: 0.0002282379388940381 Fitness: 0.009629527983545327 - Evaluating [15.526298989741381, 5.090510134477934, 150.06167114167073, 27.47647016073886, 10.065901400025895] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.59219168243359, cost: 1.3094436563165779e-05, fitness inc: 1.3094436563165779e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.460383493348904, cost: 0.0001978280838976776, fitness inc: 0.0001978280838976776 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.663705019990046, cost: 0.0006513484611627707, fitness inc: 0.006513484611627707 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.682701316124874, cost: 1.2084604513074026e-05, fitness inc: 1.2084604513074026e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.55089694586363, cost: 7.081746356984997e-05, fitness inc: 7.081746356984997e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.632533513573499, cost: 4.7758393916241815e-06, fitness inc: 4.7758393916241815e-05 Fitness: 0.006855067594087716 - Evaluating [14.634112875022984, 4.429639679716226, 153.09804149090525, 28.35373726160361, 10.200823343705828] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.834924701931453, cost: 1.0167468723620843e-06, fitness inc: 1.0167468723620843e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.433285113787405, cost: 0.00029962047805898173, fitness inc: 0.00029962047805898173 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5316786414098695, cost: 0.0007862106650978751, fitness inc: 0.00786210665097875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.264566886311208, cost: 1.4020949261062121e-05, fitness inc: 1.4020949261062121e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.862920526229995, cost: 0.00030158213470854456, fitness inc: 0.00030158213470854456 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.511160099200073, cost: 2.9482850147810602e-05, fitness inc: 0.000294828501478106 Fitness: 0.008773175461357807 - Evaluating [14.786353880272353, 4.67529312697254, 153.0598647743594, 26.69025553775322, 11.010416421250623] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.796759174803256, cost: 2.3702486594889827e-05, fitness inc: 2.3702486594889827e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.775928840179271, cost: 0.0013964257132094149, fitness inc: 0.0013964257132094149 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.533385600417164, cost: 0.0007843863183459865, fitness inc: 0.007843863183459865 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.472052539589612, cost: 5.7779352872211476e-06, fitness inc: 5.7779352872211476e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.451222840739934, cost: 0.0005593664098346718, fitness inc: 0.0005593664098346718 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.563282336577771, cost: 1.629367802635784e-05, fitness inc: 0.00016293678026357838 Fitness: 0.009992072508649641 >>>>> Evaluating: >>>>> [16.075519455041775, 3.5241964845472173, 152.57087535021336, 27.612738475962452, 9.956408981852178] >>>>> [12.94512045555082, 5.181339289042886, 153.09804149090525, 27.630519292216114, 11.867483177922315] >>>>> [12.956071423655425, 3.866898002108316, 150.62194836755555, 26.57062903742314, 8.537209698379] >>>>> [13.508402777430623, 1.8724523577273604, 147.41912168961997, 28.97501186452502, 10.921429993983391] >>>>> [13.612306191001409, 2.378049208430195, 151.32146496775994, 26.368950313605968, 11.879015909606151] >>>>> [14.598155828194939, 3.1666902242816537, 152.23228278026627, 29.110656677649004, 10.751162978218552] >>>>> [14.325303177067706, 4.539251036156641, 152.60253034001994, 25.508574888255072, 9.486526648313786] >>>>> [14.093597639814702, 3.413861988980009, 151.4829126431049, 26.089259214992573, 9.896083689799989] >>>>> [15.239582901166784, 4.29461961974315, 151.67645399415326, 27.953484459233895, 9.608645853714268] >>>>> [15.212491494298094, 4.96644616418011, 152.53596561933128, 27.878500917132854, 10.483946267165484] >> Running individual: {'amp': 16.075519455041775, 'amp_increment': 3.5241964845472173, 'period': 152.57087535021336, 'period_increment': 27.612738475962452, 'offset': 9.956408981852178} >> Running individual: {'amp': 12.94512045555082, 'amp_increment': 5.181339289042886, 'period': 153.09804149090525, 'period_increment': 27.630519292216114, 'offset': 11.867483177922315} >> Running individual: {'amp': 12.956071423655425, 'amp_increment': 3.866898002108316, 'period': 150.62194836755555, 'period_increment': 26.57062903742314, 'offset': 8.537209698379} >> Running individual: {'amp': 13.508402777430623, 'amp_increment': 1.8724523577273604, 'period': 147.41912168961997, 'period_increment': 28.97501186452502, 'offset': 10.921429993983391} >> Running individual: {'amp': 13.612306191001409, 'amp_increment': 2.378049208430195, 'period': 151.32146496775994, 'period_increment': 26.368950313605968, 'offset': 11.879015909606151} >> Running individual: {'amp': 14.598155828194939, 'amp_increment': 3.1666902242816537, 'period': 152.23228278026627, 'period_increment': 29.110656677649004, 'offset': 10.751162978218552} >> Running individual: {'amp': 14.325303177067706, 'amp_increment': 4.539251036156641, 'period': 152.60253034001994, 'period_increment': 25.508574888255072, 'offset': 9.486526648313786} >> Running individual: {'amp': 14.093597639814702, 'amp_increment': 3.413861988980009, 'period': 151.4829126431049, 'period_increment': 26.089259214992573, 'offset': 9.896083689799989} >> Running individual: {'amp': 15.239582901166784, 'amp_increment': 4.29461961974315, 'period': 151.67645399415326, 'period_increment': 27.953484459233895, 'offset': 9.608645853714268} >> Running individual: {'amp': 15.212491494298094, 'amp_increment': 4.96644616418011, 'period': 152.53596561933128, 'period_increment': 27.878500917132854, 'offset': 10.483946267165484} - Evaluating [16.075519455041775, 3.5241964845472173, 152.57087535021336, 27.612738475962452, 9.956408981852178] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.031917211354173, cost: 3.975673716161143e-05, fitness inc: 3.975673716161143e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.119101831769171, cost: 0.001167652428245236, fitness inc: 0.001167652428245236 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553938917288317, cost: 0.0007625855374754353, fitness inc: 0.007625855374754353 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.556116467403598, cost: 5.107495511413873e-06, fitness inc: 5.107495511413873e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.643300267841505, cost: 2.9682042379852724e-05, fitness inc: 2.9682042379852724e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.549389567146804, cost: 1.9429671634596524e-05, fitness inc: 0.00019429671634596524 Fitness: 0.009062350794398433 - Evaluating [12.94512045555082, 5.181339289042886, 153.09804149090525, 27.630519292216114, 11.867483177922315] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.812593445884016, cost: 1.3105325102902299e-06, fitness inc: 1.3105325102902299e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.0776333699468272, cost: 0.014155952766006119, fitness inc: 0.014155952766006119 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5316786414098695, cost: 0.0007862106650978751, fitness inc: 0.00786210665097875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.993936298517525, cost: 9.431531111658842e-10, fitness inc: 9.431531111658842e-10 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.258964798803957, cost: 0.0032549160644335107, fitness inc: 0.0032549160644335107 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5332687785301085, cost: 2.3414297473101087e-05, fitness inc: 0.00023414297473101087 Fitness: 0.025508429931812793 - Evaluating [12.956071423655425, 3.866898002108316, 150.62194836755555, 26.57062903742314, 8.537209698379] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.493271149504306, cost: 0.0004588721720290012, fitness inc: 0.0004588721720290012 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.418852201581617, cost: 0.00031507252666962415, fitness inc: 0.00031507252666962415 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.639371472832838, cost: 0.000675253511157603, fitness inc: 0.00675253511157603 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.36017301782246, cost: 0.0005578153030060262, fitness inc: 0.0005578153030060262 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.285754155215635, cost: 0.0006851912199821175, fitness inc: 0.0006851912199821175 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.643340857786902, cost: 3.596608363576337e-06, fitness inc: 3.596608363576337e-05 Fitness: 0.008805452416898563 - Evaluating [13.508402777430623, 1.8724523577273604, 147.41912168961997, 28.97501186452502, 10.921429993983391] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.4298199925855, cost: 1.2135144259906028e-05, fitness inc: 1.2135144259906028e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.5869619580529655, cost: 0.005405084968591489, fitness inc: 0.005405084968591489 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7834934991509845, cost: 0.0005399387324040994, fitness inc: 0.005399387324040994 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.302281610145144, cost: 0.0003543572987294574, fitness inc: 0.0003543572987294574 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.459421930003046, cost: 0.0071118894950634726, fitness inc: 0.0071118894950634726 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.668934240361901, cost: 1.469721531810464e-06, fitness inc: 1.469721531810464e-05 Fitness: 0.018297551446003424 - Evaluating [13.612306191001409, 2.378049208430195, 151.32146496775994, 26.368950313605968, 11.879015909606151] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.491311017902703, cost: 9.01345417381183e-06, fitness inc: 9.01345417381183e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.7332826359800702, cost: 0.009861691121406668, fitness inc: 0.009861691121406668 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.608511763149961, cost: 0.0007061881153020977, fitness inc: 0.007061881153020977 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.869369354382194, cost: 0.0001176758382210874, fitness inc: 0.0001176758382210874 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.111324412174502, cost: 0.00802620575386781, fitness inc: 0.00802620575386781 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.627462014630587, cost: 5.386753699099245e-06, fitness inc: 5.386753699099245e-05 Fitness: 0.025130334857681347 - Evaluating [14.598155828194939, 3.1666902242816537, 152.23228278026627, 29.110656677649004, 10.751162978218552] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.34930857054677, cost: 4.556514012654667e-06, fitness inc: 4.556514012654667e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.84698387920757, cost: 0.0012392004571868398, fitness inc: 0.0012392004571868398 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.569438969910994, cost: 0.0007463474840105899, fitness inc: 0.007463474840105899 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.51600154181788, cost: 5.7089790719944133e-05, fitness inc: 5.7089790719944133e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.013673849276822, cost: 0.0020765477149238265, fitness inc: 0.0020765477149238265 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.514199062585351, cost: 2.8607288242610274e-05, fitness inc: 0.00028607288242610274 Fitness: 0.011126942199375267 - Evaluating [14.325303177067706, 4.539251036156641, 152.60253034001994, 25.508574888255072, 9.486526648313786] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.811807103623348, cost: 5.270050745209698e-05, fitness inc: 5.270050745209698e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.838755110002251, cost: 2.425220125901184e-05, fitness inc: 2.425220125901184e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553079947574386, cost: 0.0007634905038069739, fitness inc: 0.007634905038069739 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.35106648716113, cost: 7.04845465309134e-05, fitness inc: 7.04845465309134e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.378024309528891, cost: 9.024895946796452e-05, fitness inc: 9.024895946796452e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6141926790918415, cost: 7.159084545294014e-06, fitness inc: 7.159084545294014e-05 Fitness: 0.007944182098232666 - Evaluating [14.093597639814702, 3.413861988980009, 151.4829126431049, 26.089259214992573, 9.896083689799989] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.9896713417549, cost: 3.8103641336606486e-05, fitness inc: 3.8103641336606486e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.197504210727708, cost: 0.000600645625251417, fitness inc: 0.000600645625251417 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.601531555319857, cost: 0.0007132811363199654, fitness inc: 0.007132811363199654 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.403533808550986, cost: 0.0001747486675663934, fitness inc: 0.0001747486675663934 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.611366265992582, cost: 0.0013295026537385457, fitness inc: 0.0013295026537385457 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.631264782069145, cost: 4.925223635376952e-06, fitness inc: 4.925223635376952e-05 Fitness: 0.009325064187446386 - Evaluating [15.239582901166784, 4.29461961974315, 151.67645399415326, 27.953484459233895, 9.608645853714268] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.848219730362313, cost: 8.595230582830737e-07, fitness inc: 8.595230582830737e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.630923600813321, cost: 0.00037145176018438253, fitness inc: 0.00037145176018438253 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.592827004218433, cost: 0.0007221759210328527, fitness inc: 0.007221759210328527 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.142840556938996, cost: 1.9046602025007964e-05, fitness inc: 1.9046602025007964e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.925544681607413, cost: 1.2923925077901188e-06, fitness inc: 1.2923925077901188e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.567153792622711, cost: 1.5468919487227062e-05, fitness inc: 0.00015468919487227062 Fitness: 0.007769098682976261 - Evaluating [15.212491494298094, 4.96644616418011, 152.53596561933128, 27.878500917132854, 10.483946267165484] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.696428019444312, cost: 1.8109318368542127e-05, fitness inc: 1.8109318368542127e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.728535216843281, cost: 6.87528249367908e-05, fitness inc: 6.87528249367908e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.555657532449532, cost: 0.0007607765002077826, fitness inc: 0.0076077650020778265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.662871459105418, cost: 1.1392817205413408e-05, fitness inc: 1.1392817205413408e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.694978142927775, cost: 2.1704026153646083e-05, fitness inc: 2.1704026153646083e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.542469170014432, cost: 2.1094715911051942e-05, fitness inc: 0.00021094715911051942 Fitness: 0.007938671147852738 >>>>> Evaluating: >>>>> [13.311894001408179, 4.273457027298813, 152.49112273404987, 26.04687562335659, 10.539426859442491] >>>>> [13.250635794257242, 4.1264404305951485, 153.28980460889633, 25.350994761197477, 10.38350407857212] >>>>> [16.844236300386946, 6.351339257041885, 152.438551291126, 27.399550689805732, 9.167539742605125] >>>>> [16.21400994962561, 6.014751127152427, 152.50167802571167, 26.372795241687875, 7.857457175559048] >>>>> [15.507968208338637, 4.291324531063556, 152.5095607236549, 28.29818730050073, 9.141339890865959] >>>>> [13.048861577601716, 2.3400317769224825, 155.53179654706364, 26.38589817008182, 8.616029080826877] >>>>> [14.859084314023214, 3.7796303119569656, 154.13308968834338, 27.473699743322765, 9.538362333250156] >>>>> [15.13196830766536, 5.353027473912071, 153.0152889671144, 27.301741579259875, 10.558545852658032] >>>>> [14.029358912591386, 1.8047609077666165, 153.4672833028792, 24.31155497821093, 8.916132758662833] >>>>> [14.59414067105923, 4.376406279552622, 152.88237023404037, 24.952707782424067, 10.307895115616425] >> Running individual: {'amp': 13.311894001408179, 'amp_increment': 4.273457027298813, 'period': 152.49112273404987, 'period_increment': 26.04687562335659, 'offset': 10.539426859442491} >> Running individual: {'amp': 13.250635794257242, 'amp_increment': 4.1264404305951485, 'period': 153.28980460889633, 'period_increment': 25.350994761197477, 'offset': 10.38350407857212} >> Running individual: {'amp': 16.844236300386946, 'amp_increment': 6.351339257041885, 'period': 152.438551291126, 'period_increment': 27.399550689805732, 'offset': 9.167539742605125} >> Running individual: {'amp': 16.21400994962561, 'amp_increment': 6.014751127152427, 'period': 152.50167802571167, 'period_increment': 26.372795241687875, 'offset': 7.857457175559048} >> Running individual: {'amp': 15.507968208338637, 'amp_increment': 4.291324531063556, 'period': 152.5095607236549, 'period_increment': 28.29818730050073, 'offset': 9.141339890865959} >> Running individual: {'amp': 13.048861577601716, 'amp_increment': 2.3400317769224825, 'period': 155.53179654706364, 'period_increment': 26.38589817008182, 'offset': 8.616029080826877} >> Running individual: {'amp': 14.859084314023214, 'amp_increment': 3.7796303119569656, 'period': 154.13308968834338, 'period_increment': 27.473699743322765, 'offset': 9.538362333250156} >> Running individual: {'amp': 15.13196830766536, 'amp_increment': 5.353027473912071, 'period': 153.0152889671144, 'period_increment': 27.301741579259875, 'offset': 10.558545852658032} >> Running individual: {'amp': 14.029358912591386, 'amp_increment': 1.8047609077666165, 'period': 153.4672833028792, 'period_increment': 24.31155497821093, 'offset': 8.916132758662833} >> Running individual: {'amp': 14.59414067105923, 'amp_increment': 4.376406279552622, 'period': 152.88237023404037, 'period_increment': 24.952707782424067, 'offset': 10.307895115616425} - Evaluating [13.311894001408179, 4.273457027298813, 152.49112273404987, 26.04687562335659, 10.539426859442491] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.85131825962867, cost: 4.925390115562145e-05, fitness inc: 4.925390115562145e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.7724511739601283, cost: 0.004609718382421524, fitness inc: 0.004609718382421524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5573770491793555, cost: 0.0007589686590085964, fitness inc: 0.0075896865900859645 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.124767889304433, cost: 9.115715296326155e-05, fitness inc: 9.115715296326155e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.045914495503048, cost: 0.0020320426971993655, fitness inc: 0.0020320426971993655 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.600672080648866, cost: 9.223797853064042e-06, fitness inc: 9.223797853064042e-05 Fitness: 0.014464096702356377 - Evaluating [13.250635794257242, 4.1264404305951485, 153.28980460889633, 25.350994761197477, 10.38350407857212] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.634136395446177, cost: 6.963902909584707e-05, fitness inc: 6.963902909584707e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.867117926406086, cost: 0.004227848128860012, fitness inc: 0.004227848128860012 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.523157208087742, cost: 0.0007953497381294472, fitness inc: 0.007953497381294472 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.76057131249424, cost: 0.0001299992126885252, fitness inc: 0.0001299992126885252 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.993563138179613, cost: 0.002104551176268843, fitness inc: 0.002104551176268843 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.598320503848033, cost: 9.609574323610204e-06, fitness inc: 9.609574323610204e-05 Fitness: 0.014581630671443802 - Evaluating [16.844236300386946, 6.351339257041885, 152.438551291126, 27.399550689805732, 9.167539742605125] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.011765207646146, cost: 3.821923290769913e-05, fitness inc: 3.821923290769913e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.676685417403244, cost: 0.00664294148752953, fitness inc: 0.00664294148752953 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.559958016267722, cost: 0.0007562591456441448, fitness inc: 0.007562591456441448 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.36310468905036, cost: 0.00014476051018785796, fitness inc: 0.00014476051018785796 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.028025076339565, cost: 0.0037716359581663195, fitness inc: 0.0037716359581663195 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5609620464332234, cost: 1.679824794620366e-05, fitness inc: 0.0001679824794620366 Fitness: 0.01832813112469489 - Evaluating [16.21400994962561, 6.014751127152427, 152.50167802571167, 26.372795241687875, 7.857457175559048] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.071454942873817, cost: 3.218444947894472e-05, fitness inc: 3.218444947894472e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.35654740323286, cost: 0.010406380984002372, fitness inc: 0.010406380984002372 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5573770491793555, cost: 0.0007589686590085964, fitness inc: 0.0075896865900859645 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.086210098491737, cost: 1.928306411214109e-07, fitness inc: 1.928306411214109e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.371288924923906, cost: 0.004438875282775201, fitness inc: 0.004438875282775201 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.59033989266457, cost: 1.0977713607585038e-05, fitness inc: 0.00010977713607585038 Fitness: 0.022577097273059454 - Evaluating [15.507968208338637, 4.291324531063556, 152.5095607236549, 28.29818730050073, 9.141339890865959] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.649290540188275, cost: 4.590648530089503e-06, fitness inc: 4.590648530089503e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.366624323377915, cost: 0.001740271304322305, fitness inc: 0.001740271304322305 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.556517178074032, cost: 0.0007598724299340276, fitness inc: 0.007598724299340276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.94062756169522, cost: 2.9093333761665008e-05, fitness inc: 2.9093333761665008e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.657945985778323, cost: 0.00010100869072315888, fitness inc: 0.00010100869072315888 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.530973451326624, cost: 2.4011842818638662e-05, fitness inc: 0.00024011842818638662 Fitness: 0.009713806704863881 - Evaluating [13.048861577601716, 2.3400317769224825, 155.53179654706364, 26.38589817008182, 8.616029080826877] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.664881777084773, cost: 0.00041507658946993153, fitness inc: 0.00041507658946993153 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.432822721812266, cost: 0.0003001095021554212, fitness inc: 0.0003001095021554212 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.430041152262408, cost: 0.0008986474930442467, fitness inc: 0.008986474930442467 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.00491474778594, cost: 0.0009309294736431495, fitness inc: 0.0009309294736431495 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.772856464183709, cost: 0.0024241161035183367, fitness inc: 0.0024241161035183367 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.496770647243936, cost: 3.3807798464291494e-05, fitness inc: 0.00033807798464291494 Fitness: 0.013394784583872221 - Evaluating [14.859084314023214, 3.7796303119569656, 154.13308968834338, 27.473699743322765, 9.538362333250156] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.39743742748459, cost: 1.3552784753234626e-05, fitness inc: 1.3552784753234626e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.3207127587855725, cost: 9.602052420432106e-05, fitness inc: 9.602052420432106e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.48760866744421, cost: 0.0008340431420275074, fitness inc: 0.008340431420275074 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.177073327556695, cost: 8.614316791089038e-05, fitness inc: 8.614316791089038e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.100347375508262, cost: 0.00018880616312599852, fitness inc: 0.00018880616312599852 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.506607929514611, cost: 3.081907383151172e-05, fitness inc: 0.00030819073831511723 Fitness: 0.009033144798584636 - Evaluating [15.13196830766536, 5.353027473912071, 153.0152889671144, 27.301741579259875, 10.558545852658032] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.690504655371104, cost: 1.780260246730947e-05, fitness inc: 1.780260246730947e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.57341375619265, cost: 0.00016978076764206929, fitness inc: 0.00016978076764206929 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.535947712417327, cost: 0.000781651977750597, fitness inc: 0.00781651977750597 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.043532214122774, cost: 2.82332901985205e-05, fitness inc: 2.82332901985205e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.926438931243212, cost: 1.2615209967759e-06, fitness inc: 1.2615209967759e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.546311702716883, cost: 2.016175415564536e-05, fitness inc: 0.00020161754155645362 Fitness: 0.008235215500367099 - Evaluating [14.029358912591386, 1.8047609077666165, 153.4672833028792, 24.31155497821093, 8.916132758662833] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.945482753603546, cost: 0.0001575540377259932, fitness inc: 0.0001575540377259932 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.113217222865242, cost: 1.1973694519884504e-05, fitness inc: 1.1973694519884504e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.516356053693802, cost: 0.0008026816492612276, fitness inc: 0.008026816492612276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.75024265690702, cost: 0.0007139998807397241, fitness inc: 0.0007139998807397241 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.917977745389928, cost: 0.0022114674478712626, fitness inc: 0.0022114674478712626 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.624929688377989, cost: 5.705557618251866e-06, fitness inc: 5.7055576182518664e-05 Fitness: 0.01117886712965166 - Evaluating [14.59414067105923, 4.376406279552622, 152.88237023404037, 24.952707782424067, 10.307895115616425] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.90202503031941, cost: 3.5802095055270655e-07, fitness inc: 3.5802095055270655e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.286235358307867, cost: 0.0004752159207515039, fitness inc: 0.0004752159207515039 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.541077969648425, cost: 0.0007761911750300277, fitness inc: 0.007761911750300277 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.278432124130962, cost: 1.3497238840920467e-05, fitness inc: 1.3497238840920467e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.662643625145225, cost: 0.00041713032372758807, fitness inc: 0.00041713032372758807 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.623664379708912, cost: 5.868285592458555e-06, fitness inc: 5.868285592458555e-05 Fitness: 0.008726796110495427 >>>>> Evaluating: >>>>> [13.872659373196022, 3.771078873427045, 151.34202778224497, 27.426056191809124, 10.451409078571839] >>>>> [15.738828800144104, 4.805213165874128, 153.43402613541136, 27.100143588762922, 10.037480133312368] >>>>> [15.083947671252238, 5.429119935368378, 152.50854703439484, 27.23841907260758, 10.389021320901046] >>>>> [15.185884100171988, 4.733135611018313, 152.7777952650893, 26.86862368738231, 10.649700434102767] >>>>> [16.409491566740115, 6.893504545141573, 153.26391007665518, 24.960372579906135, 10.847618071052707] >>>>> [17.370617017384127, 5.978002680623582, 152.8570242322163, 23.21159184021205, 10.589240617356527] >>>>> [13.797588755899486, 4.906839778098414, 150.94003261550216, 28.273861349654076, 9.220733212876123] >>>>> [14.615313069239562, 4.300723974082862, 151.3402103165764, 24.764666820652455, 11.23698322791657] >>>>> [16.67510646043076, 4.968905779270589, 150.91198382103735, 27.93542915703248, 9.575897400077594] >>>>> [16.08391432544631, 3.4490918245370823, 151.87970845402063, 24.460087486021887, 7.823066189370835] >> Running individual: {'amp': 13.872659373196022, 'amp_increment': 3.771078873427045, 'period': 151.34202778224497, 'period_increment': 27.426056191809124, 'offset': 10.451409078571839} >> Running individual: {'amp': 15.738828800144104, 'amp_increment': 4.805213165874128, 'period': 153.43402613541136, 'period_increment': 27.100143588762922, 'offset': 10.037480133312368} >> Running individual: {'amp': 15.083947671252238, 'amp_increment': 5.429119935368378, 'period': 152.50854703439484, 'period_increment': 27.23841907260758, 'offset': 10.389021320901046} >> Running individual: {'amp': 15.185884100171988, 'amp_increment': 4.733135611018313, 'period': 152.7777952650893, 'period_increment': 26.86862368738231, 'offset': 10.649700434102767} >> Running individual: {'amp': 16.409491566740115, 'amp_increment': 6.893504545141573, 'period': 153.26391007665518, 'period_increment': 24.960372579906135, 'offset': 10.847618071052707} >> Running individual: {'amp': 17.370617017384127, 'amp_increment': 5.978002680623582, 'period': 152.8570242322163, 'period_increment': 23.21159184021205, 'offset': 10.589240617356527} >> Running individual: {'amp': 13.797588755899486, 'amp_increment': 4.906839778098414, 'period': 150.94003261550216, 'period_increment': 28.273861349654076, 'offset': 9.220733212876123} >> Running individual: {'amp': 14.615313069239562, 'amp_increment': 4.300723974082862, 'period': 151.3402103165764, 'period_increment': 24.764666820652455, 'offset': 11.23698322791657} >> Running individual: {'amp': 16.67510646043076, 'amp_increment': 4.968905779270589, 'period': 150.91198382103735, 'period_increment': 27.93542915703248, 'offset': 9.575897400077594} >> Running individual: {'amp': 16.08391432544631, 'amp_increment': 3.4490918245370823, 'period': 151.87970845402063, 'period_increment': 24.460087486021887, 'offset': 7.823066189370835} - Evaluating [13.872659373196022, 3.771078873427045, 151.34202778224497, 27.426056191809124, 10.451409078571839] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.32405705399771, cost: 1.7054940530281115e-05, fitness inc: 1.7054940530281115e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4212413829206696, cost: 0.0023208192587830245, fitness inc: 0.0023208192587830245 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.607638430024132, cost: 0.0007070736273795397, fitness inc: 0.007070736273795397 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.095139186216926, cost: 9.406025619351777e-05, fitness inc: 9.406025619351777e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.192317395152183, cost: 0.0018359783222310355, fitness inc: 0.0018359783222310355 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.593623269471989, cost: 1.0403814627801822e-05, fitness inc: 0.00010403814627801822 Fitness: 0.011442687197811274 - Evaluating [15.738828800144104, 4.805213165874128, 153.43402613541136, 27.100143588762922, 10.037480133312368] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.776298188172106, cost: 2.2500843107953195e-05, fitness inc: 2.2500843107953195e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.701336988289739, cost: 0.00045894199845142314, fitness inc: 0.00045894199845142314 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.518055012383333, cost: 0.000800846960674062, fitness inc: 0.00800846960674062 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.581511255643942, cost: 8.767904026485418e-06, fitness inc: 8.767904026485418e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.50655293435604, cost: 5.9876789906487815e-05, fitness inc: 5.9876789906487815e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.538631957905587, cost: 2.2047441088468567e-05, fitness inc: 0.00022047441088468567 Fitness: 0.008779031553117655 - Evaluating [15.083947671252238, 5.429119935368378, 152.50854703439484, 27.23841907260758, 10.389021320901046] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.47295064460197, cost: 8.352441250081277e-06, fitness inc: 8.352441250081277e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.694923524010793, cost: 8.6834007620884e-05, fitness inc: 8.6834007620884e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.556517178074032, cost: 0.0007598724299340276, fitness inc: 0.007598724299340276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.902079749510154, cost: 2.1098274741282452e-05, fitness inc: 2.1098274741282452e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.124035389776076, cost: 3.591657423140937e-06, fitness inc: 3.591657423140937e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.563282336577771, cost: 1.629367802635784e-05, fitness inc: 0.00016293678026357838 Fitness: 0.007881537460639243 - Evaluating [15.185884100171988, 4.733135611018313, 152.7777952650893, 26.86862368738231, 10.649700434102767] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.83557516255192, cost: 2.606798012649847e-05, fitness inc: 2.606798012649847e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.536174292462434, cost: 0.0002007144962301588, fitness inc: 0.0002007144962301588 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.545359340226805, cost: 0.0007716485722858435, fitness inc: 0.007716485722858435 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.568709574206043, cost: 8.386135309179643e-06, fitness inc: 8.386135309179643e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.269310941324864, cost: 0.00012455248220755166, fitness inc: 0.00012455248220755166 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.566379070413884, cost: 1.5632248812957883e-05, fitness inc: 0.00015632248812957883 Fitness: 0.008232529304861402 - Evaluating [16.409491566740115, 6.893504545141573, 153.26391007665518, 24.960372579906135, 10.847618071052707] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.257098824120252, cost: 0.00019016701832319516, fitness inc: 0.00019016701832319516 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.561860467083052, cost: 0.00029460982433171523, fitness inc: 0.00029460982433171523 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.524859715515145, cost: 0.0007935196202176753, fitness inc: 0.007935196202176753 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.15060001382265, cost: 0.0004464468743168304, fitness inc: 0.0004464468743168304 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.455365774178272, cost: 0.0014047946902399078, fitness inc: 0.0014047946902399078 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.611042531701485, cost: 7.6167963156681395e-06, fitness inc: 7.61679631566814e-05 Fitness: 0.010347382572545083 - Evaluating [17.370617017384127, 5.978002680623582, 152.8570242322163, 23.21159184021205, 10.589240617356527] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.959848246222645, cost: 0.00032697095905831475, fitness inc: 0.00032697095905831475 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.781362918255531, cost: 0.0029531702021966533, fitness inc: 0.0029531702021966533 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.541933795629015, cost: 0.0007752820663251558, fitness inc: 0.007752820663251558 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.93784852565288, cost: 0.000401870165014806, fitness inc: 0.000401870165014806 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.759363079246558, cost: 0.0017735217239429613, fitness inc: 0.0017735217239429613 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.679236710585186, cost: 8.778167345235843e-07, fitness inc: 8.778167345235843e-06 Fitness: 0.01321713188080953 - Evaluating [13.797588755899486, 4.906839778098414, 150.94003261550216, 28.273861349654076, 9.220733212876123] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.01831177908818, cost: 0.00014658334910444548, fitness inc: 0.00014658334910444548 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.5768472747895155, cost: 0.0001670588485099822, fitness inc: 0.0001670588485099822 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6247101689290435, cost: 0.0006898641902668423, fitness inc: 0.006898641902668423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.925150235353705, cost: 0.00011159546890038285, fitness inc: 0.00011159546890038285 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.483682422871741, cost: 6.21916640788367e-05, fitness inc: 6.21916640788367e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.579578741804181, cost: 1.2966638474831704e-05, fitness inc: 0.00012966638474831704 Fitness: 0.007515737618010387 - Evaluating [14.615313069239562, 4.300723974082862, 151.3402103165764, 24.764666820652455, 11.23698322791657] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.852285035692223, cost: 2.7120933928981295e-05, fitness inc: 2.7120933928981295e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.3783211238583988, cost: 0.0024484132159035, fitness inc: 0.0024484132159035 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.607638430024132, cost: 0.0007070736273795397, fitness inc: 0.007070736273795397 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.15300191421331, cost: 6.071718218203515e-07, fitness inc: 6.071718218203515e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.67905162595831, cost: 0.0012553157138065485, fitness inc: 0.0012553157138065485 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.677946854416532, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-06 Fitness: 0.01081162946428249 - Evaluating [16.67510646043076, 4.968905779270589, 150.91198382103735, 27.93542915703248, 9.575897400077594] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.25098999659087, cost: 5.842700230407338e-05, fitness inc: 5.842700230407338e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.099200195048308, cost: 0.004096280411767128, fitness inc: 0.004096280411767128 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.626173384869172, cost: 0.0006883990165248433, fitness inc: 0.0068839901652484325 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.219895510233684, cost: 3.8582171266621224e-05, fitness inc: 3.8582171266621224e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.068105206065727, cost: 0.0009970229558824428, fitness inc: 0.0009970229558824428 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.591590248265702, cost: 1.0757348532286493e-05, fitness inc: 0.00010757348532286493 Fitness: 0.012181876191791563 - Evaluating [16.08391432544631, 3.4490918245370823, 151.87970845402063, 24.460087486021887, 7.823066189370835] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.90696527161854, cost: 4.459737732909197e-05, fitness inc: 4.459737732909197e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.26083796303539, cost: 0.009827138599529661, fitness inc: 0.009827138599529661 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.58472344161439, cost: 0.0007305060150573084, fitness inc: 0.007305060150573084 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.35606340979561, cost: 0.00018119574397224003, fitness inc: 0.00018119574397224003 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.709929757858609, cost: 0.0006817988950816867, fitness inc: 0.0006817988950816867 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.670863105363726, cost: 1.3473614703940484e-06, fitness inc: 1.3473614703940484e-05 Fitness: 0.018053264381189704 >>>>> Evaluating: >>>>> [15.9453934722796, 4.183014854605883, 152.57975887336332, 25.688302855701306, 11.66937008454019] >>>>> [14.277619258023966, 2.0756688322463606, 153.45236719709777, 26.78150074960653, 10.676685990980676] >>>>> [14.771253629529548, 5.899665935129636, 150.38825460241267, 27.6047776387427, 9.913841484019212] >>>>> [14.597478314088823, 6.529335084929162, 149.94328735186858, 29.055505834006492, 9.186176015375048] >>>>> [15.366334828478946, 2.450461085352323, 152.94860041266153, 29.18550946839655, 8.712007171841682] >>>>> [16.01236997948632, 4.890194254108197, 153.77379320089835, 28.883829803631418, 9.730051625459469] >>>>> [14.46164349131893, 5.591571686236404, 153.8775225859861, 25.445019500840008, 9.512293096069484] >>>>> [14.347443863253925, 4.732357298143861, 153.44917965428306, 24.977033131511163, 9.370313703985332] >>>>> [16.999572480343186, 5.023977576628821, 151.90148619205962, 28.108875999253314, 10.071531220537219] >>>>> [14.314860354219574, 4.968424125892566, 150.4657932214662, 25.694604093291943, 12.713402694462747] >> Running individual: {'amp': 15.9453934722796, 'amp_increment': 4.183014854605883, 'period': 152.57975887336332, 'period_increment': 25.688302855701306, 'offset': 11.66937008454019} >> Running individual: {'amp': 14.277619258023966, 'amp_increment': 2.0756688322463606, 'period': 153.45236719709777, 'period_increment': 26.78150074960653, 'offset': 10.676685990980676} >> Running individual: {'amp': 14.771253629529548, 'amp_increment': 5.899665935129636, 'period': 150.38825460241267, 'period_increment': 27.6047776387427, 'offset': 9.913841484019212} >> Running individual: {'amp': 14.597478314088823, 'amp_increment': 6.529335084929162, 'period': 149.94328735186858, 'period_increment': 29.055505834006492, 'offset': 9.186176015375048} >> Running individual: {'amp': 15.366334828478946, 'amp_increment': 2.450461085352323, 'period': 152.94860041266153, 'period_increment': 29.18550946839655, 'offset': 8.712007171841682} >> Running individual: {'amp': 16.01236997948632, 'amp_increment': 4.890194254108197, 'period': 153.77379320089835, 'period_increment': 28.883829803631418, 'offset': 9.730051625459469} >> Running individual: {'amp': 14.46164349131893, 'amp_increment': 5.591571686236404, 'period': 153.8775225859861, 'period_increment': 25.445019500840008, 'offset': 9.512293096069484} >> Running individual: {'amp': 14.347443863253925, 'amp_increment': 4.732357298143861, 'period': 153.44917965428306, 'period_increment': 24.977033131511163, 'offset': 9.370313703985332} >> Running individual: {'amp': 16.999572480343186, 'amp_increment': 5.023977576628821, 'period': 151.90148619205962, 'period_increment': 28.108875999253314, 'offset': 10.071531220537219} >> Running individual: {'amp': 14.314860354219574, 'amp_increment': 4.968424125892566, 'period': 150.4657932214662, 'period_increment': 25.694604093291943, 'offset': 12.713402694462747} - Evaluating [15.9453934722796, 4.183014854605883, 152.57975887336332, 25.688302855701306, 11.66937008454019] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.61474979127931, cost: 0.0002551899595876206, fitness inc: 0.0002551899595876206 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.276011248617479, cost: 0.0004889218178253385, fitness inc: 0.0004889218178253385 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553938917288319, cost: 0.0007625855374754353, fitness inc: 0.007625855374754353 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.79776850784704, cost: 8.378801968700333e-05, fitness inc: 8.378801968700333e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.459030546840973, cost: 0.0005537438602463141, fitness inc: 0.0005537438602463141 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.609783462357448, cost: 7.80370407194031e-06, fitness inc: 7.80370407194031e-05 Fitness: 0.009085536072820033 - Evaluating [14.277619258023966, 2.0756688322463606, 153.45236719709777, 26.78150074960653, 10.676685990980676] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.954296435353424, cost: 7.782116429044805e-08, fitness inc: 7.782116429044805e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6009204458230317, cost: 0.0018235083321190837, fitness inc: 0.0018235083321190837 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.51720542231394, cost: 0.0008017641627731109, fitness inc: 0.008017641627731109 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.02996592997822, cost: 0.00022863848760912298, fitness inc: 0.00022863848760912298 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.6765957418782, cost: 0.004342449667170456, fitness inc: 0.004342449667170456 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.548619780828709, cost: 1.9611498959126727e-05, fitness inc: 0.00019611498959126727 Fitness: 0.01460843092538533 - Evaluating [14.771253629529548, 5.899665935129636, 150.38825460241267, 27.6047776387427, 9.913841484019212] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.685082132612298, cost: 3.7013549566422554e-06, fitness inc: 3.7013549566422554e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.857398196995226, cost: 1.896698052916701e-05, fitness inc: 1.896698052916701e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.64967305774026, cost: 0.0006650808507892014, fitness inc: 0.006650808507892014 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.584754496337784, cost: 8.865972237814823e-06, fitness inc: 8.865972237814823e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.757072101466237, cost: 0.00013373126736704322, fitness inc: 0.00013373126736704322 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.617977528088981, cost: 6.627907086831364e-06, fitness inc: 6.627907086831364e-05 Fitness: 0.006882353153850995 - Evaluating [14.597478314088823, 6.529335084929162, 149.94328735186858, 29.055505834006492, 9.186176015375048] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.78364367532797, cost: 5.5228370944626626e-05, fitness inc: 5.5228370944626626e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.411290490356506, cost: 0.00015789697329104957, fitness inc: 0.00015789697329104957 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6696309470865245, cost: 0.0006455919885425265, fitness inc: 0.006455919885425265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.31296099633825, cost: 2.5398260660169925e-06, fitness inc: 2.5398260660169925e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.940608982964365, cost: 0.0008779880618239311, fitness inc: 0.0008779880618239311 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.586592178770045, cost: 1.1651602116025117e-05, fitness inc: 0.00011651602116025117 Fitness: 0.007666089138711141 - Evaluating [15.366334828478946, 2.450461085352323, 152.94860041266153, 29.18550946839655, 8.712007171841682] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.078332398347708, cost: 3.17094448307742e-05, fitness inc: 3.17094448307742e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.65431525639413, cost: 0.0025479942131707567, fitness inc: 0.0025479942131707567 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.537656903764718, cost: 0.0007798305408279749, fitness inc: 0.007798305408279749 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.52879383630185, cost: 0.00031228585703901857, fitness inc: 0.00031228585703901857 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.104781201398255, cost: 0.00018695001443924664, fitness inc: 0.00018695001443924664 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.489980785066446, cost: 3.5951325239480525e-05, fitness inc: 0.00035951325239480525 Fitness: 0.01123675819015435 - Evaluating [16.01236997948632, 4.890194254108197, 153.77379320089835, 28.883829803631418, 9.730051625459469] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.742410136006978, cost: 2.057939890209859e-05, fitness inc: 2.057939890209859e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.282308536008624, cost: 0.001532484539129908, fitness inc: 0.001532484539129908 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5027962023660475, cost: 0.0008173998507713387, fitness inc: 0.008173998507713387 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.632607000274938, cost: 1.0376309978687992e-05, fitness inc: 1.0376309978687992e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.172502104894859, cost: 0.00032069443379389995, fitness inc: 0.00032069443379389995 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.47495209416837, cost: 4.093007367977908e-05, fitness inc: 0.0004093007367977908 Fitness: 0.010467433926315772 - Evaluating [14.46164349131893, 5.591571686236404, 153.8775225859861, 25.445019500840008, 9.512293096069484] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.97392451374597, cost: 3.9300661996866104e-05, fitness inc: 3.9300661996866104e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.9493430920264, cost: 2.3906095125703075e-06, fitness inc: 2.3906095125703075e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.498570314529833, cost: 0.0008220139974147722, fitness inc: 0.008220139974147722 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.565498041326833, cost: 4.893866684896331e-06, fitness inc: 4.893866684896331e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.54091321492327, cost: 6.827423839839142e-05, fitness inc: 6.827423839839142e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.576467307959595, cost: 1.3572549535156853e-05, fitness inc: 0.00013572549535156853 Fitness: 0.008470724846092015 - Evaluating [14.347443863253925, 4.732357298143861, 153.44917965428306, 24.977033131511163, 9.370313703985332] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.717747654274188, cost: 6.137431691488615e-05, fitness inc: 6.137431691488615e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.977121702025849, cost: 4.865099960671415e-07, fitness inc: 4.865099960671415e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.51720542231394, cost: 0.0008017641627731109, fitness inc: 0.008017641627731109 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.450105867272146, cost: 6.227219455323674e-05, fitness inc: 6.227219455323674e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.70947829224175, cost: 1.968937149410266e-05, fitness inc: 1.968937149410266e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.604752830399274, cost: 8.57310620894225e-06, fitness inc: 8.57310620894225e-05 Fitness: 0.008247195082778824 - Evaluating [16.999572480343186, 5.023977576628821, 151.90148619205962, 28.108875999253314, 10.071531220537219] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.071097246928755, cost: 0.0001601215254715127, fitness inc: 0.0001601215254715127 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.92802822553825, cost: 0.0034577123085683947, fitness inc: 0.0034577123085683947 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.58327847267842, cost: 0.000731996384622513, fitness inc: 0.00731996384622513 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.095071103698245, cost: 0.00011378805742290332, fitness inc: 0.00011378805742290332 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.952005061275242, cost: 0.0008883208162679956, fitness inc: 0.0008883208162679956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.555555555554745, cost: 1.800379108385375e-05, fitness inc: 0.00018003791083853748 Fitness: 0.012119944464794474 - Evaluating [14.314860354219574, 4.968424125892566, 150.4657932214662, 25.694604093291943, 12.713402694462747] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.028251478546448, cost: 0.00015356618869089012, fitness inc: 0.00015356618869089012 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.6014455159929788, cost: 0.010665094406153486, fitness inc: 0.010665094406153486 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.646284726836719, cost: 0.0006684182727408894, fitness inc: 0.006684182727408894 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.99667552756091, cost: 0.00010335210600553868, fitness inc: 0.00010335210600553868 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.569872149468071, cost: 0.0027377979758390625, fitness inc: 0.0027377979758390625 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.676657584013622, cost: 1.011760502267478e-06, fitness inc: 1.011760502267478e-05 Fitness: 0.020354111009120546 >>>>> Evaluating: >>>>> [16.33647988493011, 3.5282289821994377, 154.5935186199668, 26.84552905458735, 11.057194975166402] >>>>> [14.892704202426684, 4.893738884812935, 152.04797774993605, 29.744203059448452, 11.17427013797885] >>>>> [14.721682202642473, 5.271326768947453, 149.15339609942512, 27.564054379695435, 10.04001839318019] >>>>> [14.805291959836104, 6.720187968174557, 150.18970783862346, 27.531307910046756, 9.394646415366939] >>>>> [14.307327072603766, 6.067476011073065, 149.35004504129697, 29.14336257919379, 9.363504080948903] >>>>> [14.617384512781749, 4.433810698986283, 151.7389991314995, 28.38019472477315, 8.913613094749135] >>>>> [16.335171825538573, 4.363135964695136, 154.40038903407523, 25.297273864314867, 9.715390333850523] >>>>> [15.443898302048684, 5.191501424012524, 152.21098576560237, 25.552642525135013, 12.696256080229738] >>>>> [13.023012623510537, 3.8921354302911872, 152.13463693655024, 27.318854067388813, 9.210255147808208] >>>>> [14.535310084545488, 4.553356917740233, 152.58133580633591, 27.31679815462664, 11.464653155154103] >> Running individual: {'amp': 16.33647988493011, 'amp_increment': 3.5282289821994377, 'period': 154.5935186199668, 'period_increment': 26.84552905458735, 'offset': 11.057194975166402} >> Running individual: {'amp': 14.892704202426684, 'amp_increment': 4.893738884812935, 'period': 152.04797774993605, 'period_increment': 29.744203059448452, 'offset': 11.17427013797885} >> Running individual: {'amp': 14.721682202642473, 'amp_increment': 5.271326768947453, 'period': 149.15339609942512, 'period_increment': 27.564054379695435, 'offset': 10.04001839318019} >> Running individual: {'amp': 14.805291959836104, 'amp_increment': 6.720187968174557, 'period': 150.18970783862346, 'period_increment': 27.531307910046756, 'offset': 9.394646415366939} >> Running individual: {'amp': 14.307327072603766, 'amp_increment': 6.067476011073065, 'period': 149.35004504129697, 'period_increment': 29.14336257919379, 'offset': 9.363504080948903} >> Running individual: {'amp': 14.617384512781749, 'amp_increment': 4.433810698986283, 'period': 151.7389991314995, 'period_increment': 28.38019472477315, 'offset': 8.913613094749135} >> Running individual: {'amp': 16.335171825538573, 'amp_increment': 4.363135964695136, 'period': 154.40038903407523, 'period_increment': 25.297273864314867, 'offset': 9.715390333850523} >> Running individual: {'amp': 15.443898302048684, 'amp_increment': 5.191501424012524, 'period': 152.21098576560237, 'period_increment': 25.552642525135013, 'offset': 12.696256080229738} >> Running individual: {'amp': 13.023012623510537, 'amp_increment': 3.8921354302911872, 'period': 152.13463693655024, 'period_increment': 27.318854067388813, 'offset': 9.210255147808208} >> Running individual: {'amp': 14.535310084545488, 'amp_increment': 4.553356917740233, 'period': 152.58133580633591, 'period_increment': 27.31679815462664, 'offset': 11.464653155154103} - Evaluating [16.33647988493011, 3.5282289821994377, 154.5935186199668, 26.84552905458735, 11.057194975166402] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.39365923757123, cost: 0.0002138687645453219, fitness inc: 0.0002138687645453219 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2792719594294555, cost: 7.281408168258174e-05, fitness inc: 7.281408168258174e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46830530400938, cost: 0.0008554382378358483, fitness inc: 0.008554382378358483 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.92189469088488, cost: 2.2035282878918316e-05, fitness inc: 2.2035282878918316e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.807504713546063, cost: 0.0003316846551052466, fitness inc: 0.0003316846551052466 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.511919525974112, cost: 2.9262813331043525e-05, fitness inc: 0.00029262813331043525 Fitness: 0.009487413295880986 - Evaluating [14.892704202426684, 4.893738884812935, 152.04797774993605, 29.744203059448452, 11.17427013797885] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.066961450573938, cost: 4.250264692706729e-05, fitness inc: 4.250264692706729e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.7184248757750704, cost: 0.0015305088151236212, fitness inc: 0.0015305088151236212 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.576351440219992, cost: 0.0007391621085458544, fitness inc: 0.007391621085458544 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.96069936873542, cost: 2.3929243223586028e-05, fitness inc: 2.3929243223586028e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.612161906783056, cost: 0.00044920221832323026, fitness inc: 0.00044920221832323026 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.500550055004694, cost: 3.2643196246184836e-05, fitness inc: 0.00032643196246184836 Fitness: 0.009764195971517897 - Evaluating [14.721682202642473, 5.271326768947453, 149.15339609942512, 27.564054379695435, 10.04001839318019] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.761688777758273, cost: 2.1194042306715843e-06, fitness inc: 2.1194042306715843e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.681654069123593, cost: 9.455255737589319e-05, fitness inc: 9.455255737589319e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.704659738517197, cost: 0.0006120857760330001, fitness inc: 0.006120857760330001 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.033016461025394, cost: 2.8316765932068222e-08, fitness inc: 2.8316765932068222e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.952979683209605, cost: 5.151751850673847e-07, fitness inc: 5.151751850673847e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658669081031231, cost: 2.2103513515059348e-06, fitness inc: 2.2103513515059348e-05 Fitness: 0.006240176727402624 - Evaluating [14.805291959836104, 6.720187968174557, 150.18970783862346, 27.531307910046756, 9.394646415366939] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.19992933677239, cost: 2.3894244103206397e-05, fitness inc: 2.3894244103206397e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.410637992800566, cost: 0.00015739651136159605, fitness inc: 0.00015739651136159605 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.657789613847133, cost: 0.0006571201458723808, fitness inc: 0.006571201458723808 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.920113885660445, cost: 2.19502397224014e-05, fitness inc: 2.19502397224014e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.130822570735635, cost: 0.0010583453867824, fitness inc: 0.0010583453867824 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.626828719332877, cost: 5.465622223255195e-06, fitness inc: 5.4656222232551954e-05 Fitness: 0.007887444062925963 - Evaluating [14.307327072603766, 6.067476011073065, 149.35004504129697, 29.14336257919379, 9.363504080948903] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.670820071512537, cost: 6.59487187320007e-05, fitness inc: 6.59487187320007e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.943813160279618, cost: 2.9415773847851767e-06, fitness inc: 2.9415773847851767e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6956812855697345, cost: 0.0006205890334526343, fitness inc: 0.006205890334526343 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.738304968560623, cost: 1.7750820021644742e-06, fitness inc: 1.7750820021644742e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.011277612496677, cost: 0.00023858570623680464, fitness inc: 0.00023858570623680464 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602240896357639, cost: 8.970828148324728e-06, fitness inc: 8.970828148324728e-05 Fitness: 0.006604849700365345 - Evaluating [14.617384512781749, 4.433810698986283, 151.7389991314995, 28.38019472477315, 8.913613094749135] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.530986416986895, cost: 8.055398684236881e-05, fitness inc: 8.055398684236881e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.703762570714765, cost: 0.00046212031625647576, fitness inc: 0.00046212031625647576 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.59022011335081, cost: 0.0007248504860730698, fitness inc: 0.007248504860730698 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.96479786787375, cost: 0.0001073717222360715, fitness inc: 0.0001073717222360715 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.13757212675579, cost: 4.418165881259206e-06, fitness inc: 4.418165881259206e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.551700208187947, cost: 1.8888972470709753e-05, fitness inc: 0.00018888972470709753 Fitness: 0.00809185877665397 - Evaluating [16.335171825538573, 4.363135964695136, 154.40038903407523, 25.297273864314867, 9.715390333850523] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.050562137937547, cost: 4.120625776071751e-05, fitness inc: 4.120625776071751e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.619781464095303, cost: 0.0024429860441075313, fitness inc: 0.0024429860441075313 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.476683937822865, cost: 0.000846118491342529, fitness inc: 0.00846118491342529 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.413693054798728, cost: 4.437694519521251e-06, fitness inc: 4.437694519521251e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.982904821724077, cost: 0.00022538919785153322, fitness inc: 0.00022538919785153322 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675873, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.011334817531981067 - Evaluating [15.443898302048684, 5.191501424012524, 152.21098576560237, 25.552642525135013, 12.696256080229738] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.140144597697937, cost: 0.0003680026625313415, fitness inc: 0.0003680026625313415 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.747634900799459, cost: 0.0047125162227547035, fitness inc: 0.0047125162227547035 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.570302233901786, cost: 0.0007454482432959209, fitness inc: 0.0074544824329592085 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.331644170307385, cost: 0.00028769735554468046, fitness inc: 0.00028769735554468046 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.939133581825973, cost: 0.0009900007458037985, fitness inc: 0.0009900007458037985 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.624929688377988, cost: 5.705557618251866e-06, fitness inc: 5.7055576182518664e-05 Fitness: 0.013869754995776251 - Evaluating [13.023012623510537, 3.8921354302911872, 152.13463693655024, 27.318854067388813, 9.210255147808208] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.233259668095986, cost: 0.00028569079762041927, fitness inc: 0.00028569079762041927 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.8127493158561188, cost: 0.0013137848798507878, fitness inc: 0.0013137848798507878 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.572893387668278, cost: 0.0007427523506532419, fitness inc: 0.0074275235065324186 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.12539576344135, cost: 0.0003890574034330907, fitness inc: 0.0003890574034330907 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.704883645750035, cost: 0.0012275617635715275, fitness inc: 0.0012275617635715275 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.57258289216971, cost: 1.4348405786623886e-05, fitness inc: 0.00014348405786623886 Fitness: 0.010787102408874483 - Evaluating [14.535310084545488, 4.553356917740233, 152.58133580633591, 27.31679815462664, 11.464653155154103] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.99995069651281, cost: 3.733193703570059e-05, fitness inc: 3.733193703570059e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0706460144951215, cost: 0.003462113694465363, fitness inc: 0.003462113694465363 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553079947574388, cost: 0.0007634905038069739, fitness inc: 0.007634905038069739 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.553310150325736, cost: 7.938155921372037e-06, fitness inc: 7.938155921372037e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.624009170076758, cost: 0.001315484210917206, fitness inc: 0.001315484210917206 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.558643690938601, cost: 1.7310081032784197e-05, fitness inc: 0.00017310081032784197 Fitness: 0.012630873846737223 >>>>> Evaluating: >>>>> [14.068948437377017, 4.166387511994699, 149.38264291028943, 27.996325934830068, 8.82021172014668] >>>>> [14.413428643607542, 6.12907179564911, 149.08848570205478, 28.53097235491017, 9.45028633848794] >>>>> [14.773821425088238, 5.76572269414931, 150.6954973594081, 26.059500977994887, 8.707983130575588] >>>>> [14.723021058551694, 5.746301474623661, 148.8913057226499, 27.93807587331903, 9.520907309375795] >>>>> [13.865213059105512, 6.627403615190143, 150.55366748063778, 27.638077014793655, 10.473480386671369] >>>>> [15.226636703799787, 4.688990303008146, 147.98841051749227, 29.239626535361225, 8.220199823381613] >>>>> [14.086386944055885, 4.554440682037546, 149.82371265340325, 29.525315996848963, 8.581032640407136] >>>>> [13.503852306106639, 5.987467587478886, 150.26422846557895, 28.30101935397712, 10.057774464966174] >>>>> [16.516294600300107, 5.019262963583043, 152.06479790614478, 27.998132708629623, 9.868783151172257] >>>>> [14.04732621099651, 4.739297748301953, 152.31257828142486, 28.128332683394966, 9.90632419169777] >> Running individual: {'amp': 14.068948437377017, 'amp_increment': 4.166387511994699, 'period': 149.38264291028943, 'period_increment': 27.996325934830068, 'offset': 8.82021172014668} >> Running individual: {'amp': 14.413428643607542, 'amp_increment': 6.12907179564911, 'period': 149.08848570205478, 'period_increment': 28.53097235491017, 'offset': 9.45028633848794} >> Running individual: {'amp': 14.773821425088238, 'amp_increment': 5.76572269414931, 'period': 150.6954973594081, 'period_increment': 26.059500977994887, 'offset': 8.707983130575588} >> Running individual: {'amp': 14.723021058551694, 'amp_increment': 5.746301474623661, 'period': 148.8913057226499, 'period_increment': 27.93807587331903, 'offset': 9.520907309375795} >> Running individual: {'amp': 13.865213059105512, 'amp_increment': 6.627403615190143, 'period': 150.55366748063778, 'period_increment': 27.638077014793655, 'offset': 10.473480386671369} >> Running individual: {'amp': 15.226636703799787, 'amp_increment': 4.688990303008146, 'period': 147.98841051749227, 'period_increment': 29.239626535361225, 'offset': 8.220199823381613} >> Running individual: {'amp': 14.086386944055885, 'amp_increment': 4.554440682037546, 'period': 149.82371265340325, 'period_increment': 29.525315996848963, 'offset': 8.581032640407136} >> Running individual: {'amp': 13.503852306106639, 'amp_increment': 5.987467587478886, 'period': 150.26422846557895, 'period_increment': 28.30101935397712, 'offset': 10.057774464966174} >> Running individual: {'amp': 16.516294600300107, 'amp_increment': 5.019262963583043, 'period': 152.06479790614478, 'period_increment': 27.998132708629623, 'offset': 9.868783151172257} >> Running individual: {'amp': 14.04732621099651, 'amp_increment': 4.739297748301953, 'period': 152.31257828142486, 'period_increment': 28.128332683394966, 'offset': 9.90632419169777} - Evaluating [14.068948437377017, 4.166387511994699, 149.38264291028943, 27.996325934830068, 8.82021172014668] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.88914766494857, cost: 0.00016631154272506166, fitness inc: 0.00016631154272506166 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.248725270484279, cost: 5.7759731640349976e-05, fitness inc: 5.7759731640349976e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.694187214101349, cost: 0.000622009711460425, fitness inc: 0.0062200971146042505 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.055536179425015, cost: 0.00022471938703316763, fitness inc: 0.00022471938703316763 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.415113406465371, cost: 7.98068917223782e-05, fitness inc: 7.98068917223782e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.637614161685867, cost: 4.2006797572602395e-06, fitness inc: 4.2006797572602395e-05 Fitness: 0.00679070146529781 - Evaluating [14.413428643607542, 6.12907179564911, 149.08848570205478, 28.53097235491017, 9.45028633848794] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.863702087914557, cost: 4.8197630195367935e-05, fitness inc: 4.8197630195367935e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.96313538057191, cost: 1.2651646253969417e-06, fitness inc: 1.2651646253969417e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.707657909445547, cost: 0.000609259327224887, fitness inc: 0.00609259327224887 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.99277780761575, cost: 1.3402592369260447e-09, fitness inc: 1.3402592369260447e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.092202990834913, cost: 0.0002782858096822549, fitness inc: 0.0002782858096822549 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.629996622001119, cost: 5.076839475148809e-06, fitness inc: 5.076839475148809e-05 Fitness: 0.006471111611762614 - Evaluating [14.773821425088238, 5.76572269414931, 150.6954973594081, 26.059500977994887, 8.707983130575588] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.48178449491864, cost: 8.604007627754928e-05, fitness inc: 8.604007627754928e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.065836155159079, cost: 0.0010592640484321514, fitness inc: 0.0010592640484321514 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.636434022784023, cost: 0.0006781683168368691, fitness inc: 0.006781683168368691 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.247515196870086, cost: 1.4678683301627693e-05, fitness inc: 1.4678683301627693e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.831552371053702, cost: 0.0007821566302826932, fitness inc: 0.0007821566302826932 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.657388549444666, cost: 2.3133062462266096e-06, fitness inc: 2.3133062462266096e-05 Fitness: 0.008746955669124978 - Evaluating [14.723021058551694, 5.746301474623661, 148.8913057226499, 27.93807587331903, 9.520907309375795] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.243924265082573, cost: 2.1338570471818308e-05, fitness inc: 2.1338570471818308e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.202095042699338, cost: 3.8136721118409156e-05, fitness inc: 3.8136721118409156e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.715916722631566, cost: 0.0006015073066356624, fitness inc: 0.006015073066356624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.99021846454558, cost: 2.4642388130047266e-09, fitness inc: 2.4642388130047266e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.94840260345816, cost: 0.00020984732093487501, fitness inc: 0.00020984732093487501 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.65482922415652, cost: 2.526098737409832e-06, fitness inc: 2.526098737409832e-05 Fitness: 0.006309659130494638 - Evaluating [13.865213059105512, 6.627403615190143, 150.55366748063778, 27.638077014793655, 10.473480386671369] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.338680603577007, cost: 1.6324941031320428e-05, fitness inc: 1.6324941031320428e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.3917257551176245, cost: 0.0024081997420036805, fitness inc: 0.0024081997420036805 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.641576267433071, cost: 0.0006730698288146542, fitness inc: 0.006730698288146542 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.966085035826563, cost: 2.4198273688269545e-05, fitness inc: 2.4198273688269545e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.01912505836907, cost: 8.563424969132427e-08, fitness inc: 8.563424969132427e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.611672278338039, cost: 7.524160912097955e-06, fitness inc: 7.524160912097955e-05 Fitness: 0.009254748488240483 - Evaluating [15.226636703799787, 4.688990303008146, 147.98841051749227, 29.239626535361225, 8.220199823381613] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.44682273260538, cost: 9.004816395030701e-05, fitness inc: 9.004816395030701e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.00642195587875, cost: 0.0037435290962138934, fitness inc: 0.0037435290962138934 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.757517738482987, cost: 0.0005632124629521007, fitness inc: 0.005632124629521007 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.135815746628683, cost: 9.008629742357499e-05, fitness inc: 9.008629742357499e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.69541591693446, cost: 0.000670281773088921, fitness inc: 0.000670281773088921 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.642703983748104, cost: 3.661471681626338e-06, fitness inc: 3.661471681626338e-05 Fitness: 0.010262684677013967 - Evaluating [14.086386944055885, 4.554440682037546, 149.82371265340325, 29.525315996848963, 8.581032640407136] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.66740865326539, cost: 0.00020308127778656537, fitness inc: 0.00020308127778656537 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.505345139389656, cost: 0.00023834118395960058, fitness inc: 0.00023834118395960058 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.674824785848301, cost: 0.0006405676398081317, fitness inc: 0.006405676398081317 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.22185069850122, cost: 0.00020005499747144384, fitness inc: 0.00020005499747144384 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.05978691713276, cost: 8.349483598957264e-07, fitness inc: 8.349483598957264e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.575689991635654, cost: 1.3726081586673544e-05, fitness inc: 0.00013726081586673544 Fitness: 0.007185249621525558 - Evaluating [13.503852306106639, 5.987467587478886, 150.26422846557895, 28.30101935397712, 10.057774464966174] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.561615214754607, cost: 7.72300694200645e-05, fitness inc: 7.72300694200645e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.446068790156655, cost: 0.00224855993243267, fitness inc: 0.00224855993243267 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.654835847381364, cost: 0.0006600116586847893, fitness inc: 0.006600116586847893 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.549084351775367, cost: 5.2706169333394115e-06, fitness inc: 5.2706169333394115e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.433537269638949, cost: 7.485836513099198e-05, fitness inc: 7.485836513099198e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.599731212900876, cost: 9.377198919469087e-06, fitness inc: 9.377198919469087e-05 Fitness: 0.00909980755995965 - Evaluating [16.516294600300107, 5.019262963583043, 152.06479790614478, 27.998132708629623, 9.868783151172257] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.385065876210888, cost: 7.16205869819575e-05, fitness inc: 7.16205869819575e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.647498108783222, cost: 0.002527091348700883, fitness inc: 0.002527091348700883 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.576351440219991, cost: 0.0007391621085458544, fitness inc: 0.007391621085458544 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.404331504642414, cost: 5.112957860242684e-05, fitness inc: 5.112957860242684e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.666762999617307, cost: 0.0006478323627289173, fitness inc: 0.0006478323627289173 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.553241704844393, cost: 1.8532498896384197e-05, fitness inc: 0.00018532498896384197 Fitness: 0.01087461995143657 - Evaluating [14.04732621099651, 4.739297748301953, 152.31257828142486, 28.128332683394966, 9.90632419169777] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.95364378794709, cost: 4.0869606058091534e-05, fitness inc: 4.0869606058091534e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.140989981019584, cost: 0.000688168184861615, fitness inc: 0.000688168184861615 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5659881812203, cost: 0.0007499474870756861, fitness inc: 0.0074994748707568615 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.692938300503886, cost: 4.4288068039799455e-05, fitness inc: 4.4288068039799455e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.880290412254963, cost: 0.00029244106336778763, fitness inc: 0.00029244106336778763 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.541701302298996, cost: 2.128368259191049e-05, fitness inc: 0.0002128368259191049 Fitness: 0.00877807861900326 >>>>> Evaluating: >>>>> [15.43681619478846, 5.141176778769479, 149.11995414834374, 26.2065542280978, 9.708181710287846] >>>>> [13.205091973308278, 5.040659683592893, 149.09049865652, 28.30931922882656, 9.983863559395223] >>>>> [15.597482312243981, 4.92482010117754, 151.38731956720568, 27.117273882308524, 10.537029238131106] >>>>> [15.186696834318022, 5.565174642312634, 148.32887407781675, 28.3314370790185, 8.464251693765698] >>>>> [13.987749014697433, 6.431517550336078, 149.83326400640763, 30.56448266668862, 9.338439389750214] >>>>> [15.489691649828002, 5.620042312017995, 149.971363969118, 26.87565001894224, 8.95160159285403] >>>>> [12.427618638392225, 6.460713123350784, 146.9459842613901, 26.459461073072067, 8.566127501643779] >>>>> [15.134588784399382, 4.700479804819959, 147.81598126403682, 30.12393727757251, 7.636481482269096] >>>>> [15.006651915921825, 5.591489802277456, 149.99765732425166, 28.479159226833197, 9.518712086881617] >>>>> [14.830872235697278, 5.524025794447681, 148.3518669030501, 26.401851993984764, 12.198647722581185] >> Running individual: {'amp': 15.43681619478846, 'amp_increment': 5.141176778769479, 'period': 149.11995414834374, 'period_increment': 26.2065542280978, 'offset': 9.708181710287846} >> Running individual: {'amp': 13.205091973308278, 'amp_increment': 5.040659683592893, 'period': 149.09049865652, 'period_increment': 28.30931922882656, 'offset': 9.983863559395223} >> Running individual: {'amp': 15.597482312243981, 'amp_increment': 4.92482010117754, 'period': 151.38731956720568, 'period_increment': 27.117273882308524, 'offset': 10.537029238131106} >> Running individual: {'amp': 15.186696834318022, 'amp_increment': 5.565174642312634, 'period': 148.32887407781675, 'period_increment': 28.3314370790185, 'offset': 8.464251693765698} >> Running individual: {'amp': 13.987749014697433, 'amp_increment': 6.431517550336078, 'period': 149.83326400640763, 'period_increment': 30.56448266668862, 'offset': 9.338439389750214} >> Running individual: {'amp': 15.489691649828002, 'amp_increment': 5.620042312017995, 'period': 149.971363969118, 'period_increment': 26.87565001894224, 'offset': 8.95160159285403} >> Running individual: {'amp': 12.427618638392225, 'amp_increment': 6.460713123350784, 'period': 146.9459842613901, 'period_increment': 26.459461073072067, 'offset': 8.566127501643779} >> Running individual: {'amp': 15.134588784399382, 'amp_increment': 4.700479804819959, 'period': 147.81598126403682, 'period_increment': 30.12393727757251, 'offset': 7.636481482269096} >> Running individual: {'amp': 15.006651915921825, 'amp_increment': 5.591489802277456, 'period': 149.99765732425166, 'period_increment': 28.479159226833197, 'offset': 9.518712086881617} >> Running individual: {'amp': 14.830872235697278, 'amp_increment': 5.524025794447681, 'period': 148.3518669030501, 'period_increment': 26.401851993984764, 'offset': 12.198647722581185} - Evaluating [15.43681619478846, 5.141176778769479, 149.11995414834374, 26.2065542280978, 9.708181710287846] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.144989272489113, cost: 7.853325031392799e-07, fitness inc: 7.853325031392799e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.7286217428098, cost: 0.0004953253584847328, fitness inc: 0.0004953253584847328 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706158488877881, cost: 0.0006106720514124087, fitness inc: 0.0061067205141240866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.28616187656912, cost: 2.1235165550415047e-06, fitness inc: 2.1235165550415047e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.869802188332288, cost: 0.00017651275478336448, fitness inc: 0.00017651275478336448 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7032052013222305, cost: 8.773493875846583e-08, fitness inc: 8.773493875846583e-07 Fitness: 0.006782344825837949 - Evaluating [13.205091973308278, 5.040659683592893, 149.09049865652, 28.30931922882656, 9.983863559395223] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.188941661616536, cost: 0.00012242987309352138, fitness inc: 0.00012242987309352138 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2212249209113275, cost: 0.002944308836090981, fitness inc: 0.002944308836090981 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.707657909445547, cost: 0.000609259327224887, fitness inc: 0.00609259327224887 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.2295871749872, cost: 8.125183968821226e-05, fitness inc: 8.125183968821226e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.261860056544668, cost: 0.0007044122980386369, fitness inc: 0.0007044122980386369 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.63697857948049, cost: 4.270612658507922e-06, fitness inc: 4.270612658507922e-05 Fitness: 0.0099877022457453 - Evaluating [15.597482312243981, 4.92482010117754, 151.38731956720568, 27.117273882308524, 10.537029238131106] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.134502175307038, cost: 4.805343960379016e-05, fitness inc: 4.805343960379016e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.060445736195512, cost: 3.4155083543652154e-06, fitness inc: 3.4155083543652154e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.605019815058469, cost: 0.000709732078770009, fitness inc: 0.00709732078770009 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.059312865073156, cost: 2.909360187153265e-05, fitness inc: 2.909360187153265e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.985270694076982, cost: 5.0401283924195184e-08, fitness inc: 5.0401283924195184e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602240896357639, cost: 8.970828148324728e-06, fitness inc: 8.970828148324728e-05 Fitness: 0.007267642020296949 - Evaluating [15.186696834318022, 5.565174642312634, 148.32887407781675, 28.3314370790185, 8.464251693765698] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.650937427086397, cost: 6.7936410071745e-05, fitness inc: 6.7936410071745e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.722432843032537, cost: 0.002761547437547973, fitness inc: 0.002761547437547973 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.74157303370679, cost: 0.0005777413972083423, fitness inc: 0.005777413972083423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.216111491131556, cost: 1.5929464515007652e-05, fitness inc: 1.5929464515007652e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.287608891297335, cost: 0.00121962234927242, fitness inc: 0.00121962234927242 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.660590965695908, cost: 2.0602295613958432e-06, fitness inc: 2.0602295613958432e-05 Fitness: 0.009863051929104527 - Evaluating [13.987749014697433, 6.431517550336078, 149.83326400640763, 30.56448266668862, 9.338439389750214] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.32617674804731, cost: 0.0001045797507254198, fitness inc: 0.0001045797507254198 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.649299743963998, cost: 0.00011474928650423433, fitness inc: 0.00011474928650423433 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6740823136808, cost: 0.0006412846829159102, fitness inc: 0.006412846829159102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.757705510649203, cost: 1.5216195664580212e-06, fitness inc: 1.5216195664580212e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.080826573933013, cost: 0.0002725204772381362, fitness inc: 0.0002725204772381362 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.543237250553514, cost: 2.0906539765830345e-05, fitness inc: 0.00020906539765830345 Fitness: 0.007115283360851654 - Evaluating [15.489691649828002, 5.620042312017995, 149.971363969118, 26.87565001894224, 8.95160159285403] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.441281541870413, cost: 1.1652141246432102e-05, fitness inc: 1.1652141246432102e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.538076456479939, cost: 0.0022032799384508195, fitness inc: 0.0022032799384508195 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.668148477438362, cost: 0.0006470296745814119, fitness inc: 0.006470296745814119 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.061321581880392, cost: 9.759290109379037e-08, fitness inc: 9.759290109379037e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.158122987835602, cost: 0.0010856084292559798, fitness inc: 0.0010856084292559798 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.654829224156521, cost: 2.526098737409832e-06, fitness inc: 2.526098737409832e-05 Fitness: 0.009796195835042543 - Evaluating [12.427618638392225, 6.460713123350784, 146.9459842613901, 26.459461073072067, 8.566127501643779] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.993738348107183, cost: 0.0005988342262778223, fitness inc: 0.0005988342262778223 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.8614799241315123, cost: 0.001208273319930231, fitness inc: 0.001208273319930231 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.805035726436484, cost: 0.0005210092609143624, fitness inc: 0.005210092609143624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.45444297988566, cost: 0.00016796427492116184, fitness inc: 0.00016796427492116184 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.322188313619968, cost: 2.4225653879161868e-05, fitness inc: 2.4225653879161868e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.767012687426995, cost: 1.9866332573448275e-06, fitness inc: 1.9866332573448275e-05 Fitness: 0.007229256416725449 - Evaluating [15.134588784399382, 4.700479804819959, 147.81598126403682, 30.12393727757251, 7.636481482269096] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.771056247080445, cost: 0.0001854375279940479, fitness inc: 0.0001854375279940479 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.498097065589261, cost: 0.005791055971128611, fitness inc: 0.005791055971128611 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.765899864680926, cost: 0.0005556486802907878, fitness inc: 0.0055564868029078784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.4715411315609, cost: 0.00016571581188284945, fitness inc: 0.00016571581188284945 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.198576917103509, cost: 0.0011266423548217386, fitness inc: 0.0011266423548217386 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.619871866920529, cost: 6.369737090672345e-06, fitness inc: 6.369737090672345e-05 Fitness: 0.01288903583964185 - Evaluating [15.006651915921825, 5.591489802277456, 149.99765732425166, 28.479159226833197, 9.518712086881617] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.525362950587457, cost: 8.408747931953897e-06, fitness inc: 8.408747931953897e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.487938855100656, cost: 0.0002222100126577642, fitness inc: 0.0002222100126577642 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.666666666665597, cost: 0.0006484683165065563, fitness inc: 0.006484683165065563 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.116844658604517, cost: 3.541541360174705e-07, fitness inc: 3.541541360174705e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.079418182969789, cost: 0.00027181092838990395, fitness inc: 0.00027181092838990395 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602868668757499, cost: 8.870585907150286e-06, fitness inc: 8.870585907150286e-05 Fitness: 0.007076172867252706 - Evaluating [14.830872235697278, 5.524025794447681, 148.3518669030501, 26.401851993984764, 12.198647722581185] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.029508637566742, cost: 0.00015375658199057174, fitness inc: 0.00015375658199057174 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.632214893042972, cost: 0.005205298749740406, fitness inc: 0.005205298749740406 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.740815638691206, cost: 0.0005784361363266877, fitness inc: 0.005784361363266877 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.553532060782466, cost: 0.0001690267291346581, fitness inc: 0.0001690267291346581 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.156241353698764, cost: 0.0007925527994910864, fitness inc: 0.0007925527994910864 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7221332112602425, cost: 4.4006332688972805e-08, fitness inc: 4.4006332688972805e-07 Fitness: 0.012105436286950488 >>>>> Evaluating: >>>>> [14.722215747292907, 6.638414411506673, 149.10932908666535, 28.565226125966046, 9.645277259891072] >>>>> [14.337599461779641, 6.454956516318378, 149.2245296698124, 27.484672437005194, 9.265256051340815] >>>>> [14.021842015487408, 6.588711478489293, 149.56185808255034, 28.972865584083507, 9.021425088550911] >>>>> [14.646525096256358, 5.529993438313351, 149.3431236584712, 28.8831498238197, 9.08765125898394] >>>>> [14.524765099559376, 5.838654273206994, 149.98154506902483, 30.024051711286567, 9.859912092485748] >>>>> [13.546530671508647, 5.275356474653091, 149.9492336921626, 28.193485751468206, 9.52496908171053] >>>>> [14.924313872205078, 6.429464827020791, 148.92984894506307, 28.57975267211905, 7.771371595995602] >>>>> [13.840498218571181, 3.667553877266581, 150.59096342174226, 27.71159264749308, 12.356323512176223] >>>>> [14.99220260183074, 6.582582778634717, 147.5170339602119, 29.308920566899115, 12.163575634479274] >>>>> [15.45383246277354, 6.570149861274459, 149.76378717915048, 28.95061013956902, 9.497684498362318] >> Running individual: {'amp': 14.722215747292907, 'amp_increment': 6.638414411506673, 'period': 149.10932908666535, 'period_increment': 28.565226125966046, 'offset': 9.645277259891072} >> Running individual: {'amp': 14.337599461779641, 'amp_increment': 6.454956516318378, 'period': 149.2245296698124, 'period_increment': 27.484672437005194, 'offset': 9.265256051340815} >> Running individual: {'amp': 14.021842015487408, 'amp_increment': 6.588711478489293, 'period': 149.56185808255034, 'period_increment': 28.972865584083507, 'offset': 9.021425088550911} >> Running individual: {'amp': 14.646525096256358, 'amp_increment': 5.529993438313351, 'period': 149.3431236584712, 'period_increment': 28.8831498238197, 'offset': 9.08765125898394} >> Running individual: {'amp': 14.524765099559376, 'amp_increment': 5.838654273206994, 'period': 149.98154506902483, 'period_increment': 30.024051711286567, 'offset': 9.859912092485748} >> Running individual: {'amp': 13.546530671508647, 'amp_increment': 5.275356474653091, 'period': 149.9492336921626, 'period_increment': 28.193485751468206, 'offset': 9.52496908171053} >> Running individual: {'amp': 14.924313872205078, 'amp_increment': 6.429464827020791, 'period': 148.92984894506307, 'period_increment': 28.57975267211905, 'offset': 7.771371595995602} >> Running individual: {'amp': 13.840498218571181, 'amp_increment': 3.667553877266581, 'period': 150.59096342174226, 'period_increment': 27.71159264749308, 'offset': 12.356323512176223} >> Running individual: {'amp': 14.99220260183074, 'amp_increment': 6.582582778634717, 'period': 147.5170339602119, 'period_increment': 29.308920566899115, 'offset': 12.163575634479274} >> Running individual: {'amp': 15.45383246277354, 'amp_increment': 6.570149861274459, 'period': 149.76378717915048, 'period_increment': 28.95061013956902, 'offset': 9.497684498362318} - Evaluating [14.722215747292907, 6.638414411506673, 149.10932908666535, 28.565226125966046, 9.645277259891072] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.36748808711125, cost: 1.4933592249133376e-05, fitness inc: 1.4933592249133376e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.076920699138035, cost: 5.529219545552522e-06, fitness inc: 5.529219545552522e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706908115357746, cost: 0.0006099655641533808, fitness inc: 0.006099655641533808 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.00589944605821, cost: 2.623377450516884e-05, fitness inc: 2.623377450516884e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.71533842729366, cost: 0.0006861158597631922, fitness inc: 0.0006861158597631922 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.628095452497967, cost: 5.308440780282808e-06, fitness inc: 5.308440780282808e-05 Fitness: 0.006885552495399683 - Evaluating [14.337599461779641, 6.454956516318378, 149.2245296698124, 27.484672437005194, 9.265256051340815] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.60284385116059, cost: 7.28663822794351e-05, fitness inc: 7.28663822794351e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.072332264299934, cost: 4.88962666278514e-06, fitness inc: 4.88962666278514e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.700915791823811, cost: 0.0006156244528152666, fitness inc: 0.006156244528152666 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.057808781969914, cost: 8.673749896104255e-08, fitness inc: 8.673749896104255e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.527279434572275, cost: 0.0005439996244536172, fitness inc: 0.0005439996244536172 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659309564232253, cost: 2.1597356201219498e-06, fitness inc: 2.1597356201219498e-05 Fitness: 0.006799684255248684 - Evaluating [14.021842015487408, 6.588711478489293, 149.56185808255034, 28.972865584083507, 9.021425088550911] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.043256411407487, cost: 0.0001429167564357403, fitness inc: 0.0001429167564357403 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.000407590693038, cost: 1.931970139423811e-10, fitness inc: 1.931970139423811e-10 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.685981724982214, cost: 0.0006298410231917462, fitness inc: 0.006298410231917462 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.631969263794584, cost: 3.5109593573556808e-06, fitness inc: 3.5109593573556808e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.589118773129744, cost: 0.000588916980971188, fitness inc: 0.000588916980971188 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.60098577349523, cost: 9.172933914780579e-06, fitness inc: 9.172933914780579e-05 Fitness: 0.0071254844610265655 - Evaluating [14.646525096256358, 5.529993438313351, 149.3431236584712, 28.8831498238197, 9.08765125898394] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.734165456530757, cost: 5.981275615885018e-05, fitness inc: 5.981275615885018e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.558863401868362, cost: 0.00029147638013882204, fitness inc: 0.00029147638013882204 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6956812855697345, cost: 0.0006205890334526343, fitness inc: 0.006205890334526343 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.26415907034495, cost: 1.4036503966696756e-05, fitness inc: 1.4036503966696756e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.088856194582661, cost: 0.0002765834625115815, fitness inc: 0.0002765834625115815 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.611042531701485, cost: 7.6167963156681395e-06, fitness inc: 7.61679631566814e-05 Fitness: 0.006923967400458975 - Evaluating [14.524765099559376, 5.838654273206994, 149.98154506902483, 30.024051711286567, 9.859912092485748] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.384668835260495, cost: 1.4133288486206652e-05, fitness inc: 1.4133288486206652e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.664842814766836, cost: 0.00010480301451898377, fitness inc: 0.00010480301451898377 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.667407489720012, cost: 0.000647748876165366, fitness inc: 0.00647748876165366 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.223328720877532, cost: 1.2934484842075378e-06, fitness inc: 1.2934484842075378e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.503503564446042, cost: 5.915814992207835e-05, fitness inc: 5.915814992207835e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.555555555554745, cost: 1.800379108385375e-05, fitness inc: 0.00018003791083853748 Fitness: 0.006836914573903674 - Evaluating [13.546530671508647, 5.275356474653091, 149.9492336921626, 28.193485751468206, 9.52496908171053] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.07149195130305, cost: 0.00013882244659824128, fitness inc: 0.00013882244659824128 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.021551692114854, cost: 0.0008926698541540379, fitness inc: 0.0008926698541540379 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.668889629875555, cost: 0.0006463107119690781, fitness inc: 0.006463107119690781 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.346844589737916, cost: 7.084592459927208e-05, fitness inc: 7.084592459927208e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.296907975977438, cost: 0.00011532249406753792, fitness inc: 0.00011532249406753792 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.613562366676988, cost: 7.249533098829808e-06, fitness inc: 7.249533098829808e-05 Fitness: 0.007753263170098168 - Evaluating [14.924313872205078, 6.429464827020791, 148.92984894506307, 28.57975267211905, 7.771371595995602] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.695674451935393, cost: 0.00019819018585465198, fitness inc: 0.00019819018585465198 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.152930727109836, cost: 0.004307738810199857, fitness inc: 0.004307738810199857 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.714413607877171, cost: 0.0006029144965433719, fitness inc: 0.006029144965433719 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.12514667186964, cost: 1.9841070099668734e-05, fitness inc: 1.9841070099668734e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.582386956419157, cost: 0.0029856150592530994, fitness inc: 0.0029856150592530994 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.633802816900501, cost: 4.628689809660358e-06, fitness inc: 4.628689809660358e-05 Fitness: 0.0135868169889376 - Evaluating [13.840498218571181, 3.667553877266581, 150.59096342174226, 27.71159264749308, 12.356323512176223] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.196811241709366, cost: 5.3476243210837104e-05, fitness inc: 5.3476243210837104e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.4841667093011732, cost: 0.011405336741748928, fitness inc: 0.011405336741748928 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.640106241698889, cost: 0.0006745253860371836, fitness inc: 0.006745253860371836 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.864371438225625, cost: 4.7668435809722354e-07, fitness inc: 4.7668435809722354e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.151717289833131, cost: 0.005454742253425682, fitness inc: 0.005454742253425682 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.608524957935249, cost: 7.992791929756216e-06, fitness inc: 7.992791929756216e-05 Fitness: 0.023739213702412942 - Evaluating [14.99220260183074, 6.582582778634717, 147.5170339602119, 29.308920566899115, 12.163575634479274] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.155767748439565, cost: 0.00017347867429806652, fitness inc: 0.00017347867429806652 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.8286157546275184, cost: 0.004381194278565426, fitness inc: 0.004381194278565426 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.778895040107384, cost: 0.0005440231407837226, fitness inc: 0.005440231407837226 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.73835081935818, cost: 0.0003621975239642694, fitness inc: 0.0003621975239642694 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.41119936572768, cost: 8.087856812122318e-05, fitness inc: 8.087856812122318e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.655468838365791, cost: 2.4720412604706254e-06, fitness inc: 2.4720412604706254e-05 Fitness: 0.010462700865390917 - Evaluating [15.45383246277354, 6.570149861274459, 149.76378717915048, 28.95061013956902, 9.497684498362318] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.951505461588876, cost: 8.762642644821739e-08, fitness inc: 8.762642644821739e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.956135291917768, cost: 0.0008526215247860458, fitness inc: 0.0008526215247860458 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.677053193856041, cost: 0.0006384179567906489, fitness inc: 0.0063841795679064894 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.52165596057509, cost: 6.002891265222132e-05, fitness inc: 6.002891265222132e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.52628285074405, cost: 0.0014869910006370946, fitness inc: 0.0014869910006370946 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.595344673230967, cost: 1.0109087675624906e-05, fitness inc: 0.00010109087675624906 Fitness: 0.008884999509164548 >>>>> Evaluating: >>>>> [14.701114146428717, 5.775397347895372, 149.12501385832158, 27.590083879270296, 9.1241760603336] >>>>> [17.068408922419273, 6.582501479259204, 147.9021639131342, 28.713438318061684, 8.479672826017763] >>>>> [14.62701379903934, 4.796996440788405, 151.2615254564729, 29.239682911259084, 10.585997271770106] >>>>> [12.293504429169484, 5.989392508336631, 149.83880821235965, 26.582397081814403, 10.129686788273016] >>>>> [15.018592079615512, 5.285238933573941, 149.53503169557382, 29.087751297817405, 10.591687665568001] >>>>> [14.485238777019507, 5.560934456036975, 149.80073639934946, 27.93807587331903, 9.260662201228035] >>>>> [12.707355966391106, 5.536752439051889, 149.20383109003424, 29.746782631142608, 9.022092175623106] >>>>> [15.382999949746228, 6.3717925217131395, 148.4710829176687, 29.562759255942247, 8.94382832492249] >>>>> [14.610868493167374, 5.819181508858664, 149.72806639239906, 27.52828174164985, 10.101729264298335] >>>>> [13.260973880448711, 6.70743891854757, 151.03817503192366, 26.948658509222362, 10.091290580316082] >> Running individual: {'amp': 14.701114146428717, 'amp_increment': 5.775397347895372, 'period': 149.12501385832158, 'period_increment': 27.590083879270296, 'offset': 9.1241760603336} >> Running individual: {'amp': 17.068408922419273, 'amp_increment': 6.582501479259204, 'period': 147.9021639131342, 'period_increment': 28.713438318061684, 'offset': 8.479672826017763} >> Running individual: {'amp': 14.62701379903934, 'amp_increment': 4.796996440788405, 'period': 151.2615254564729, 'period_increment': 29.239682911259084, 'offset': 10.585997271770106} >> Running individual: {'amp': 12.293504429169484, 'amp_increment': 5.989392508336631, 'period': 149.83880821235965, 'period_increment': 26.582397081814403, 'offset': 10.129686788273016} >> Running individual: {'amp': 15.018592079615512, 'amp_increment': 5.285238933573941, 'period': 149.53503169557382, 'period_increment': 29.087751297817405, 'offset': 10.591687665568001} >> Running individual: {'amp': 14.485238777019507, 'amp_increment': 5.560934456036975, 'period': 149.80073639934946, 'period_increment': 27.93807587331903, 'offset': 9.260662201228035} >> Running individual: {'amp': 12.707355966391106, 'amp_increment': 5.536752439051889, 'period': 149.20383109003424, 'period_increment': 29.746782631142608, 'offset': 9.022092175623106} >> Running individual: {'amp': 15.382999949746228, 'amp_increment': 6.3717925217131395, 'period': 148.4710829176687, 'period_increment': 29.562759255942247, 'offset': 8.94382832492249} >> Running individual: {'amp': 14.610868493167374, 'amp_increment': 5.819181508858664, 'period': 149.72806639239906, 'period_increment': 27.52828174164985, 'offset': 10.101729264298335} >> Running individual: {'amp': 13.260973880448711, 'amp_increment': 6.70743891854757, 'period': 151.03817503192366, 'period_increment': 26.948658509222362, 'offset': 10.091290580316082} - Evaluating [14.701114146428717, 5.775397347895372, 149.12501385832158, 27.590083879270296, 9.1241760603336] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.825281537223354, cost: 5.151202249897846e-05, fitness inc: 5.151202249897846e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.576924659631227, cost: 0.0003106129898969856, fitness inc: 0.0003106129898969856 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706158488877881, cost: 0.0006106720514124087, fitness inc: 0.0061067205141240866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.600677257180322, cost: 4.1334377606228045e-06, fitness inc: 4.1334377606228045e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.35232210508606, cost: 0.0004265552462122679, fitness inc: 0.0004265552462122679 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658669081031231, cost: 2.2103513515059348e-06, fitness inc: 2.2103513515059348e-05 Fitness: 0.006921637724008001 - Evaluating [17.068408922419273, 6.582501479259204, 147.9021639131342, 28.713438318061684, 8.479672826017763] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.548076487874322, cost: 1.1216334708796794e-05, fitness inc: 1.1216334708796794e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.588720082263654, cost: 0.011878078107224188, fitness inc: 0.011878078107224188 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.761325219741994, cost: 0.0005597703770052753, fitness inc: 0.005597703770052753 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.13057184829989, cost: 0.00011767646306071189, fitness inc: 0.00011767646306071189 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.171229535939442, cost: 0.006201134126108121, fitness inc: 0.006201134126108121 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.023824961700235736 - Evaluating [14.62701379903934, 4.796996440788405, 151.2615254564729, 29.239682911259084, 10.585997271770106] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.213002111531285, cost: 1.6945666613255028e-06, fitness inc: 1.6945666613255028e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.041003323474032, cost: 0.0008575584070266151, fitness inc: 0.0008575584070266151 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.611133148220628, cost: 0.0007035334991158937, fitness inc: 0.007035334991158937 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.009998435364867, cost: 2.6085216209281725e-09, fitness inc: 2.6085216209281725e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.838007403930856, cost: 0.0003149382562239733, fitness inc: 0.0003149382562239733 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.54016620498534, cost: 2.1663984842601458e-05, fitness inc: 0.00021663984842601458 Fitness: 0.008426168678018486 - Evaluating [12.293504429169484, 5.989392508336631, 149.83880821235965, 26.582397081814403, 10.129686788273016] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.42318194242066, cost: 0.0002478234016020098, fitness inc: 0.0002478234016020098 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.1638094434885384, cost: 0.007451659107014064, fitness inc: 0.007451659107014064 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6740823136808, cost: 0.0006412846829159102, fitness inc: 0.006412846829159102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.41257561086736, cost: 6.532438068840296e-05, fitness inc: 6.532438068840296e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.153201365573697, cost: 0.0007951664410408288, fitness inc: 0.0007951664410408288 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.668291576917807, cost: 1.511670653431274e-06, fitness inc: 1.511670653431274e-05 Fitness: 0.01498793686603872 - Evaluating [15.018592079615512, 5.285238933573941, 149.53503169557382, 29.087751297817405, 10.591687665568001] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.61026995606746, cost: 1.390604974571552e-05, fitness inc: 1.390604974571552e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.426891833786392, cost: 0.00030641731461722443, fitness inc: 0.00030641731461722443 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.687472135531698, cost: 0.00062841494235788, fitness inc: 0.0062841494235788 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.895505861819405, cost: 2.079190600079439e-05, fitness inc: 2.079190600079439e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.712132426024983, cost: 1.93312278199409e-05, fitness inc: 1.93312278199409e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.598477214196833, cost: 9.5836201982058e-06, fitness inc: 9.5836201982058e-05 Fitness: 0.006740432123744533 - Evaluating [14.485238777019507, 5.560934456036975, 149.80073639934946, 27.93807587331903, 9.260662201228035] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.745872072845664, cost: 5.871158186132597e-05, fitness inc: 5.871158186132597e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2245476778750115, cost: 4.707875051990218e-05, fitness inc: 4.707875051990218e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.675567423229904, cost: 0.0006398508376074252, fitness inc: 0.006398508376074252 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.30682421688206, cost: 1.2455930584076569e-05, fitness inc: 1.2455930584076569e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.785500343325932, cost: 0.0001439611980929012, fitness inc: 0.0001439611980929012 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.626195566556986, cost: 5.545045972055185e-06, fitness inc: 5.545045972055185e-05 Fitness: 0.00671616629685301 - Evaluating [12.707355966391106, 5.536752439051889, 149.20383109003424, 29.746782631142608, 9.022092175623106] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.729445733741784, cost: 0.0003991674874959106, fitness inc: 0.0003991674874959106 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.685261561651728, cost: 0.0016106173846904825, fitness inc: 0.0016106173846904825 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.702412868631635, cost: 0.0006142082348862266, fitness inc: 0.0061420823488622656 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.266191449037283, cost: 0.00019372114378579663, fitness inc: 0.00019372114378579663 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.222009094030065, cost: 0.0001411989016174564, fitness inc: 0.0001411989016174564 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.587840858291452, cost: 1.1424843328167178e-05, fitness inc: 0.00011424843328167178 Fitness: 0.008601035699733584 - Evaluating [15.382999949746228, 6.3717925217131395, 148.4710829176687, 29.562759255942247, 8.94382832492249] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.326817076794377, cost: 1.6915939410666603e-05, fitness inc: 1.6915939410666603e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.439159212055645, cost: 0.0019295342254662673, fitness inc: 0.0019295342254662673 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.735518634933815, cost: 0.0005833065916339697, fitness inc: 0.005833065916339697 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.698609620353675, cost: 1.2654322679050978e-05, fitness inc: 1.2654322679050978e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.810951629167244, cost: 0.0018403325383407054, fitness inc: 0.0018403325383407054 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.616715344865416, cost: 6.802770611824549e-06, fitness inc: 6.802770611824549e-05 Fitness: 0.009700530648354633 - Evaluating [14.610868493167374, 5.819181508858664, 149.72806639239906, 27.52828174164985, 10.101729264298335] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.712587194631908, cost: 3.0829474473303975e-06, fitness inc: 3.0829474473303975e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.509129223184897, cost: 0.00022480081922326978, fitness inc: 0.00022480081922326978 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6785396260007115, cost: 0.0006369860421943097, fitness inc: 0.0063698604219430965 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.531771457383925, cost: 7.332206854782086e-06, fitness inc: 7.332206854782086e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.32830792616235, cost: 2.5154555851836236e-05, fitness inc: 2.5154555851836236e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.641430666816197, cost: 3.792892434795192e-06, fitness inc: 3.792892434795192e-05 Fitness: 0.006668159875668267 - Evaluating [13.260973880448711, 6.70743891854757, 151.03817503192366, 26.948658509222362, 10.091290580316082] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.352252582998158, cost: 0.00010134695466412769, fitness inc: 0.00010134695466412769 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.169674265722304, cost: 0.0031169047285616314, fitness inc: 0.0031169047285616314 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.62076271186343, cost: 0.0006938246819881977, fitness inc: 0.006938246819881977 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.059691178765096, cost: 9.247499244136037e-08, fitness inc: 9.247499244136037e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.87710783441635, cost: 3.522075332829111e-06, fitness inc: 3.522075332829111e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.618608832452178, cost: 6.541300004769823e-06, fitness inc: 6.541300004769823e-05 Fitness: 0.010225526053480705 >>>>> Evaluating: >>>>> [14.629946911597832, 7.065892030524376, 150.6485920197181, 29.292347567522764, 8.334975206854583] >>>>> [15.87554354045003, 6.965108374016124, 150.6414216145475, 29.411319455824433, 10.50463079333471] >>>>> [14.017491855425957, 5.909815181822912, 150.41304529893483, 30.925682398922564, 10.32102003351584] >>>>> [15.06111938625875, 5.6238863412222315, 150.95858272011748, 29.661467266437743, 10.06685541172506] >>>>> [13.435902846687675, 5.42890495230083, 151.29760258193315, 27.159503520626277, 9.956102442180947] >>>>> [15.150225494674586, 5.48311892199711, 149.66294567992182, 28.201368793514913, 9.056477581135908] >>>>> [12.537568946648236, 6.558123018931227, 152.01746083356957, 27.56947162212162, 9.906782382681484] >>>>> [14.069950543748474, 5.081330436827852, 151.2051037504956, 28.516731168659575, 9.972863948440285] >>>>> [13.626336488556065, 5.5041384746454245, 149.76936762962745, 26.78596334010967, 10.104475201399925] >>>>> [15.263870884609451, 5.739589846568727, 148.80420079585963, 28.728744265752937, 10.00807450162482] >> Running individual: {'amp': 14.629946911597832, 'amp_increment': 7.065892030524376, 'period': 150.6485920197181, 'period_increment': 29.292347567522764, 'offset': 8.334975206854583} >> Running individual: {'amp': 15.87554354045003, 'amp_increment': 6.965108374016124, 'period': 150.6414216145475, 'period_increment': 29.411319455824433, 'offset': 10.50463079333471} >> Running individual: {'amp': 14.017491855425957, 'amp_increment': 5.909815181822912, 'period': 150.41304529893483, 'period_increment': 30.925682398922564, 'offset': 10.32102003351584} >> Running individual: {'amp': 15.06111938625875, 'amp_increment': 5.6238863412222315, 'period': 150.95858272011748, 'period_increment': 29.661467266437743, 'offset': 10.06685541172506} >> Running individual: {'amp': 13.435902846687675, 'amp_increment': 5.42890495230083, 'period': 151.29760258193315, 'period_increment': 27.159503520626277, 'offset': 9.956102442180947} >> Running individual: {'amp': 15.150225494674586, 'amp_increment': 5.48311892199711, 'period': 149.66294567992182, 'period_increment': 28.201368793514913, 'offset': 9.056477581135908} >> Running individual: {'amp': 12.537568946648236, 'amp_increment': 6.558123018931227, 'period': 152.01746083356957, 'period_increment': 27.56947162212162, 'offset': 9.906782382681484} >> Running individual: {'amp': 14.069950543748474, 'amp_increment': 5.081330436827852, 'period': 151.2051037504956, 'period_increment': 28.516731168659575, 'offset': 9.972863948440285} >> Running individual: {'amp': 13.626336488556065, 'amp_increment': 5.5041384746454245, 'period': 149.76936762962745, 'period_increment': 26.78596334010967, 'offset': 10.104475201399925} >> Running individual: {'amp': 15.263870884609451, 'amp_increment': 5.739589846568727, 'period': 148.80420079585963, 'period_increment': 28.728744265752937, 'offset': 10.00807450162482} - Evaluating [14.629946911597832, 7.065892030524376, 150.6485920197181, 29.292347567522764, 8.334975206854583] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.964908802367404, cost: 0.0001545890767419289, fitness inc: 0.0001545890767419289 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.294963327242111, cost: 0.0015628325945814536, fitness inc: 0.0015628325945814536 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.637902422833317, cost: 0.0006767104533741408, fitness inc: 0.006767104533741408 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.030802377899306, cost: 2.4649719487790378e-08, fitness inc: 2.4649719487790378e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.36085255637239, cost: 0.0026287161500219147, fitness inc: 0.0026287161500219147 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5578713352777775, cost: 1.7482302864357813e-05, fitness inc: 0.00017482302864357813 Fitness: 0.011288090033449771 - Evaluating [15.87554354045003, 6.965108374016124, 150.6414216145475, 29.411319455824433, 10.50463079333471] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.380163496973655, cost: 7.111454171304654e-05, fitness inc: 7.111454171304654e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.370902342323831, cost: 0.00012841605356095354, fitness inc: 0.00012841605356095354 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.638636866562332, cost: 0.0006759818670060147, fitness inc: 0.006759818670060147 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.345274129821135, cost: 0.0002900554384948073, fitness inc: 0.0002900554384948073 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.336004138781302, cost: 0.0012717042935537215, fitness inc: 0.0012717042935537215 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.55401277422857, cost: 1.8355461930852357e-05, fitness inc: 0.00018355461930852357 Fitness: 0.0087046636166912 - Evaluating [14.017491855425957, 5.909815181822912, 150.41304529893483, 30.925682398922564, 10.32102003351584] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.338500960475585, cost: 1.6333811854063462e-05, fitness inc: 1.6333811854063462e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.696458841391692, cost: 0.0015833420799149511, fitness inc: 0.0015833420799149511 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.648199445982312, cost: 0.0006665312974973858, fitness inc: 0.006665312974973858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.24831611432264, cost: 1.5990315874736538e-06, fitness inc: 1.5990315874736538e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.606276759834966, cost: 3.616386840898933e-05, fitness inc: 3.616386840898933e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.514199062585351, cost: 2.8607288242610274e-05, fitness inc: 0.00028607288242610274 Fitness: 0.008588824649165439 - Evaluating [15.06111938625875, 5.6238863412222315, 150.95858272011748, 29.661467266437743, 10.06685541172506] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.127964560822146, cost: 6.117853487142e-07, fitness inc: 6.117853487142e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.994254146828964, cost: 3.030839312856415e-08, fitness inc: 3.030839312856415e-08 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.623978803266764, cost: 0.00069059711712538, fitness inc: 0.0069059711712538 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.751850777601227, cost: 1.4656469900620195e-05, fitness inc: 1.4656469900620195e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.618139922792237, cost: 8.915787987029411e-05, fitness inc: 8.915787987029411e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537098560353565, cost: 2.243404590795972e-05, fitness inc: 0.0002243404590795972 Fitness: 0.007234768073846154 - Evaluating [13.435902846687675, 5.42890495230083, 151.29760258193315, 27.159503520626277, 9.956102442180947] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.392001169068276, cost: 9.651667726173763e-05, fitness inc: 9.651667726173763e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.479787752006979, cost: 0.00215223990530633, fitness inc: 0.00215223990530633 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.609385327163597, cost: 0.0007053029229994179, fitness inc: 0.007053029229994179 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.820902708550687, cost: 3.604085614561381e-05, fitness inc: 3.604085614561381e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.908694350992018, cost: 0.000277796057820634, fitness inc: 0.000277796057820634 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.60349658186618, cost: 8.770884589059946e-06, fitness inc: 8.770884589059946e-05 Fitness: 0.009703331572419094 - Evaluating [15.150225494674586, 5.48311892199711, 149.66294567992182, 28.201368793514913, 9.056477581135908] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.20669452644929, cost: 2.3491851216639326e-05, fitness inc: 2.3491851216639326e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.093734997353344, cost: 0.0011153782526831524, fitness inc: 0.0011153782526831524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6815144766136285, cost: 0.0006341251185888463, fitness inc: 0.0063412511858884635 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.68981238784187, cost: 2.49397891405323e-06, fitness inc: 2.49397891405323e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.57685605742861, cost: 0.0005798685183194818, fitness inc: 0.0005798685183194818 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.622399640165517, cost: 6.03322685344132e-06, fitness inc: 6.03322685344132e-05 Fitness: 0.008122816055556203 - Evaluating [12.537568946648236, 6.558123018931227, 152.01746083356957, 27.56947162212162, 9.906782382681484] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.444343039983412, cost: 0.00024377072538950273, fitness inc: 0.00024377072538950273 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.630777829114148, cost: 0.005211586288015879, fitness inc: 0.005211586288015879 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.578081831337006, cost: 0.000737368828463314, fitness inc: 0.00737368828463314 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.002462841901217, cost: 2.5796103335196108e-05, fitness inc: 2.5796103335196108e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.188896141689025, cost: 0.00015347277633492862, fitness inc: 0.00015347277633492862 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.568703884170148, cost: 1.5144699292868324e-05, fitness inc: 0.00015144699292868324 Fitness: 0.01315976117063733 - Evaluating [14.069950543748474, 5.081330436827852, 151.2051037504956, 28.516731168659575, 9.972863948440285] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.042811176337853, cost: 3.4200764059022504e-05, fitness inc: 3.4200764059022504e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.097082330187903, cost: 0.0007602657600456197, fitness inc: 0.0007602657600456197 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.613756613755637, cost: 0.0007008817703482162, fitness inc: 0.007008817703482162 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.12413508371595, cost: 1.988698165011904e-05, fitness inc: 1.988698165011904e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.178408162094453, cost: 0.0001574669272584872, fitness inc: 0.0001574669272584872 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564056196966778, cost: 1.6127105330276947e-05, fitness inc: 0.00016127105330276947 Fitness: 0.00814190918979818 - Evaluating [13.626336488556065, 5.5041384746454245, 149.76936762962745, 26.78596334010967, 10.104475201399925] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.73079974733471, cost: 6.013124234738321e-05, fitness inc: 6.013124234738321e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.5218535867231844, cost: 0.002035013899930771, fitness inc: 0.002035013899930771 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.67631022588076, cost: 0.0006391342765295072, fitness inc: 0.006391342765295072 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.234938368598208, cost: 1.5173468749019037e-05, fitness inc: 1.5173468749019037e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.025991183677212, cost: 0.00022129953477001418, fitness inc: 0.00022129953477001418 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.663797009514269, cost: 1.8215477093352916e-06, fitness inc: 1.8215477093352916e-05 Fitness: 0.008741176388185612 - Evaluating [15.263870884609451, 5.739589846568727, 148.80420079585963, 28.728744265752937, 10.00807450162482] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.271941889496222, cost: 2.7618541273977115e-06, fitness inc: 2.7618541273977115e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.255793146375841, cost: 6.108817278216438e-05, fitness inc: 6.108817278216438e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.720430107525806, cost: 0.0005972918164272034, fitness inc: 0.005972918164272034 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.01152250945438, cost: 2.6527875092829944e-05, fitness inc: 2.6527875092829944e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.995371196068989, cost: 0.00023114124573764272, fitness inc: 0.00023114124573764272 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.63316809373501, cost: 4.701985076183135e-06, fitness inc: 4.701985076183135e-05 Fitness: 0.0063414571627739 >>>>> Evaluating: >>>>> [16.15774235203964, 5.124262760832944, 148.34259408437458, 27.013827851231547, 10.287617577621825] >>>>> [11.773355730012439, 3.5188060789472306, 149.0729182082748, 29.687360729406247, 8.068766296961499] >>>>> [15.594184461997623, 7.306586375890013, 148.8279106523297, 26.612859242391018, 10.2054686762727] >>>>> [15.234318364101654, 5.047671992520027, 150.74365895397048, 30.1215790183566, 11.198427485012708] >>>>> [15.007334051227009, 5.45529189654844, 151.27019789179832, 29.986355127857923, 10.045442645118433] >>>>> [13.593576301276332, 4.443703422835025, 148.9630875340361, 28.256574408139343, 10.743291657605976] >>>>> [14.986861530344335, 4.45164246199953, 148.36192824329152, 28.8160761680199, 10.526310545191112] >>>>> [14.730054732394512, 5.0756265579207955, 149.1080436559584, 30.21729723165265, 8.298215771961011] >>>>> [16.36435944305476, 6.110714261019785, 149.41930488066942, 26.71979847881617, 8.97159466025743] >>>>> [11.974120369664467, 5.220447820063716, 150.40169116381506, 27.705505143759837, 9.490644729900202] >> Running individual: {'amp': 16.15774235203964, 'amp_increment': 5.124262760832944, 'period': 148.34259408437458, 'period_increment': 27.013827851231547, 'offset': 10.287617577621825} >> Running individual: {'amp': 11.773355730012439, 'amp_increment': 3.5188060789472306, 'period': 149.0729182082748, 'period_increment': 29.687360729406247, 'offset': 8.068766296961499} >> Running individual: {'amp': 15.594184461997623, 'amp_increment': 7.306586375890013, 'period': 148.8279106523297, 'period_increment': 26.612859242391018, 'offset': 10.2054686762727} >> Running individual: {'amp': 15.234318364101654, 'amp_increment': 5.047671992520027, 'period': 150.74365895397048, 'period_increment': 30.1215790183566, 'offset': 11.198427485012708} >> Running individual: {'amp': 15.007334051227009, 'amp_increment': 5.45529189654844, 'period': 151.27019789179832, 'period_increment': 29.986355127857923, 'offset': 10.045442645118433} >> Running individual: {'amp': 13.593576301276332, 'amp_increment': 4.443703422835025, 'period': 148.9630875340361, 'period_increment': 28.256574408139343, 'offset': 10.743291657605976} >> Running individual: {'amp': 14.986861530344335, 'amp_increment': 4.45164246199953, 'period': 148.36192824329152, 'period_increment': 28.8160761680199, 'offset': 10.526310545191112} >> Running individual: {'amp': 14.730054732394512, 'amp_increment': 5.0756265579207955, 'period': 149.1080436559584, 'period_increment': 30.21729723165265, 'offset': 8.298215771961011} >> Running individual: {'amp': 16.36435944305476, 'amp_increment': 6.110714261019785, 'period': 149.41930488066942, 'period_increment': 26.71979847881617, 'offset': 8.97159466025743} >> Running individual: {'amp': 11.974120369664467, 'amp_increment': 5.220447820063716, 'period': 150.40169116381506, 'period_increment': 27.705505143759837, 'offset': 9.490644729900202} - Evaluating [16.15774235203964, 5.124262760832944, 148.34259408437458, 27.013827851231547, 10.287617577621825] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.445348192416393, cost: 7.798983087281552e-05, fitness inc: 7.798983087281552e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.870111454917724, cost: 0.0007062122654601932, fitness inc: 0.0007062122654601932 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.74157303370679, cost: 0.0005777413972083423, fitness inc: 0.005777413972083423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.56960989925038, cost: 6.387174195920942e-05, fitness inc: 6.387174195920942e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.994376801197642, cost: 0.00023067976878621277, fitness inc: 0.00023067976878621277 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.702554744524635, cost: 9.833784131441092e-08, fitness inc: 9.833784131441092e-07 Fitness: 0.006857150957574998 - Evaluating [11.773355730012439, 3.5188060789472306, 149.0729182082748, 29.687360729406247, 8.068766296961499] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 19.84211338046328, cost: 0.000992208387661342, fitness inc: 0.000992208387661342 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.704581628593889, cost: 0.0015637009736080287, fitness inc: 0.0015637009736080287 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.708407871197496, cost: 0.00060855334084986, fitness inc: 0.0060855334084986 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 23.360920913232622, cost: 0.0011414336600251707, fitness inc: 0.0011414336600251707 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.223387148321729, cost: 0.001795641457689956, fitness inc: 0.001795641457689956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5940926381731835, cost: 1.032303262560319e-05, fitness inc: 0.0001032303262560319 Fitness: 0.01168174821373913 - Evaluating [15.594184461997623, 7.306586375890013, 148.8279106523297, 26.612859242391018, 10.2054686762727] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.79964142266542, cost: 2.3874268230583695e-05, fitness inc: 2.3874268230583695e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.388701868907353, cost: 0.00014103368858597864, fitness inc: 0.00014103368858597864 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718924972003406, cost: 0.0005986959647787948, fitness inc: 0.005986959647787948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.106226130115864, cost: 0.00025009311183632477, fitness inc: 0.00025009311183632477 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.695289876876927, cost: 0.0016922533073918666, fitness inc: 0.0016922533073918666 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.699954400363885, cost: 1.467657901876862e-07, fitness inc: 1.467657901876862e-06 Fitness: 0.008095681681734579 - Evaluating [15.234318364101654, 5.047671992520027, 150.74365895397048, 30.1215790183566, 11.198427485012708] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.432734619201167, cost: 7.663468210694635e-05, fitness inc: 7.663468210694635e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.035878598568775, cost: 0.0008667406956640589, fitness inc: 0.0008667406956640589 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.634232640423525, cost: 0.0006803568357288681, fitness inc: 0.006803568357288681 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.480409379948714, cost: 5.681893597575538e-05, fitness inc: 5.681893597575538e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.083550365210893, cost: 0.00019592107224442046, fitness inc: 0.00019592107224442046 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.528680027642591, cost: 2.4616411774758262e-05, fitness inc: 0.0002461641177475826 Fitness: 0.008245847861027444 - Evaluating [15.007334051227009, 5.45529189654844, 151.27019789179832, 29.986355127857923, 10.045442645118433] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.052768041478647, cost: 1.0414052686869013e-07, fitness inc: 1.0414052686869013e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.9618799812462475, cost: 1.3529149945901153e-06, fitness inc: 1.3529149945901153e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.610259122156611, cost: 0.0007044180508206654, fitness inc: 0.007044180508206654 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.508059515229995, cost: 6.692934515717397e-06, fitness inc: 6.692934515717397e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.417171233277609, cost: 4.061231542984434e-05, fitness inc: 4.061231542984434e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.517241379309537, cost: 2.7743978565752947e-05, fitness inc: 0.00027743978565752947 Fitness: 0.007370382599331204 - Evaluating [13.593576301276332, 4.443703422835025, 148.9630875340361, 28.256574408139343, 10.743291657605976] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.33685757839649, cost: 1.6415074323816725e-05, fitness inc: 1.6415074323816725e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.850274035575745, cost: 0.0042946020808039, fitness inc: 0.0042946020808039 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.712911165807832, cost: 0.0006043226967097359, fitness inc: 0.006043226967097359 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.780563504743824, cost: 3.85490685204104e-05, fitness inc: 3.85490685204104e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.2939784428637156, cost: 0.0017056517198152932, fitness inc: 0.0017056517198152932 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.642703983748104, cost: 3.661471681626338e-06, fitness inc: 3.661471681626338e-05 Fitness: 0.012135059627377043 - Evaluating [14.986861530344335, 4.45164246199953, 148.36192824329152, 28.8160761680199, 10.526310545191112] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.51316051110924, cost: 9.832881027294071e-06, fitness inc: 9.832881027294071e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.460540893611953, cost: 0.00027149876373611104, fitness inc: 0.00027149876373611104 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7400584138385105, cost: 0.0005791311359569784, fitness inc: 0.005791311359569784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.964805715590618, cost: 3.205411169826533e-08, fitness inc: 3.205411169826533e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.912184544274131, cost: 0.0002760224523072896, fitness inc: 0.0002760224523072896 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6439778756058185, cost: 3.5323102679507556e-06, fitness inc: 3.5323102679507556e-05 Fitness: 0.006384020613431685 - Evaluating [14.730054732394512, 5.0756265579207955, 149.1080436559584, 30.21729723165265, 8.298215771961011] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.028267102769494, cost: 0.00014511445740628126, fitness inc: 0.00014511445740628126 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.431819560101726, cost: 0.0019099414608699794, fitness inc: 0.0019099414608699794 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706908115357746, cost: 0.0006099655641533808, fitness inc: 0.006099655641533808 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.103884770742813, cost: 9.319860699386062e-05, fitness inc: 9.319860699386062e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.507457429066518, cost: 0.0005299782401420039, fitness inc: 0.0005299782401420039 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.576000892159239, cost: 1.3664570290172762e-05, fitness inc: 0.00013664570290172762 Fitness: 0.00891453410984766 - Evaluating [16.36435944305476, 6.110714261019785, 149.41930488066942, 26.71979847881617, 8.97159466025743] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.335939283557696, cost: 4.214447484218731e-06, fitness inc: 4.214447484218731e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.39275201401779, cost: 0.0053154855402747225, fitness inc: 0.0053154855402747225 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.692693809257155, cost: 0.0006234313757482735, fitness inc: 0.0062343137574827345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.446655611051025, cost: 5.4257690709658135e-05, fitness inc: 5.4257690709658135e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.503466976572401, cost: 0.0028558905463610396, fitness inc: 0.0028558905463610396 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.677302146019301, cost: 9.773949244396007e-07, fitness inc: 9.773949244396007e-06 Fitness: 0.01447393593155677 - Evaluating [11.974120369664467, 5.220447820063716, 150.40169116381506, 27.705505143759837, 9.490644729900202] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.46476466437838, cost: 0.00046635952208651243, fitness inc: 0.00046635952208651243 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.483475236952351, cost: 0.005875863383992264, fitness inc: 0.005875863383992264 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.648936170211698, cost: 0.0006658059574182751, fitness inc: 0.006658059574182751 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.685196388989826, cost: 0.0002847860239426625, fitness inc: 0.0002847860239426625 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.703922061213291, cost: 0.0012285893521816194, fitness inc: 0.0012285893521816194 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.614192679091841, cost: 7.159084545294014e-06, fitness inc: 7.159084545294014e-05 Fitness: 0.014585248701838749 >>>>> Evaluating: >>>>> [15.467548459188206, 6.245491856223168, 151.0930181792096, 26.449641929711852, 8.86409969831368] >>>>> [17.00530702986497, 5.414225172985731, 150.25896899188808, 27.98345105465434, 9.494972598512767] >>>>> [15.628341496980953, 6.012595389125895, 149.5923194204507, 26.12641747588124, 10.380662041440498] >>>>> [15.817647652480595, 7.686884159743489, 149.3192281929126, 28.589756679575782, 10.345618740134011] >>>>> [15.950670341585674, 5.9912641138326315, 150.4587384381253, 27.149364825316226, 11.171227107797911] >>>>> [13.506513638237804, 6.155381238228536, 148.82940118644345, 29.457456789514183, 9.587930881148102] >>>>> [16.402450217802787, 6.460653685117015, 149.78703968326943, 27.34408068332519, 10.795164152210369] >>>>> [15.637774082178487, 4.5333462633246, 149.41995064850607, 27.485722108801966, 10.659223702086946] >>>>> [12.597022407969305, 5.570783793294394, 149.48188541687338, 29.277579311648143, 7.947180831251542] >>>>> [12.291993812568595, 3.5247046106579507, 151.5741947766098, 29.581611262826907, 8.262846152416095] >> Running individual: {'amp': 15.467548459188206, 'amp_increment': 6.245491856223168, 'period': 151.0930181792096, 'period_increment': 26.449641929711852, 'offset': 8.86409969831368} >> Running individual: {'amp': 17.00530702986497, 'amp_increment': 5.414225172985731, 'period': 150.25896899188808, 'period_increment': 27.98345105465434, 'offset': 9.494972598512767} >> Running individual: {'amp': 15.628341496980953, 'amp_increment': 6.012595389125895, 'period': 149.5923194204507, 'period_increment': 26.12641747588124, 'offset': 10.380662041440498} >> Running individual: {'amp': 15.817647652480595, 'amp_increment': 7.686884159743489, 'period': 149.3192281929126, 'period_increment': 28.589756679575782, 'offset': 10.345618740134011} >> Running individual: {'amp': 15.950670341585674, 'amp_increment': 5.9912641138326315, 'period': 150.4587384381253, 'period_increment': 27.149364825316226, 'offset': 11.171227107797911} >> Running individual: {'amp': 13.506513638237804, 'amp_increment': 6.155381238228536, 'period': 148.82940118644345, 'period_increment': 29.457456789514183, 'offset': 9.587930881148102} >> Running individual: {'amp': 16.402450217802787, 'amp_increment': 6.460653685117015, 'period': 149.78703968326943, 'period_increment': 27.34408068332519, 'offset': 10.795164152210369} >> Running individual: {'amp': 15.637774082178487, 'amp_increment': 4.5333462633246, 'period': 149.41995064850607, 'period_increment': 27.485722108801966, 'offset': 10.659223702086946} >> Running individual: {'amp': 12.597022407969305, 'amp_increment': 5.570783793294394, 'period': 149.48188541687338, 'period_increment': 29.277579311648143, 'offset': 7.947180831251542} >> Running individual: {'amp': 12.291993812568595, 'amp_increment': 3.5247046106579507, 'period': 151.5741947766098, 'period_increment': 29.581611262826907, 'offset': 8.262846152416095} - Evaluating [15.467548459188206, 6.245491856223168, 151.0930181792096, 26.449641929711852, 8.86409969831368] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.331628491728857, cost: 1.667498534319023e-05, fitness inc: 1.667498534319023e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.6034467881085765, cost: 0.002394080724472558, fitness inc: 0.002394080724472558 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6188637617198385, cost: 0.0006957339324187295, fitness inc: 0.006957339324187295 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.577131071079553, cost: 8.636322897159765e-06, fitness inc: 8.636322897159765e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.84892802734862, cost: 0.0018902995979460657, fitness inc: 0.0018902995979460657 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.632533513573499, cost: 4.7758393916241815e-06, fitness inc: 4.7758393916241815e-05 Fitness: 0.01131478934876251 - Evaluating [17.00530702986497, 5.414225172985731, 150.25896899188808, 27.98345105465434, 9.494972598512767] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.50026727176318, cost: 8.40285011358688e-05, fitness inc: 8.40285011358688e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.510323947861289, cost: 0.005847549725170875, fitness inc: 0.005847549725170875 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.655574043260162, cost: 0.0006592884272453858, fitness inc: 0.006592884272453858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.91449218168462, cost: 9.502015961837529e-05, fitness inc: 9.502015961837529e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.924547165377835, cost: 0.0019917761858834204, fitness inc: 0.0019917761858834204 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6104129263904765, cost: 7.709977493775e-06, fitness inc: 7.709977493775e-05 Fitness: 0.014688358619200148 - Evaluating [15.628341496980953, 6.012595389125895, 149.5923194204507, 26.12641747588124, 10.380662041440498] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.00899169579955, cost: 3.801000010794642e-05, fitness inc: 3.801000010794642e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.247668493914381, cost: 5.7270079757976156e-05, fitness inc: 5.7270079757976156e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.684491978608554, cost: 0.0006312680806704885, fitness inc: 0.0063126808067048845 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.0215872352531, cost: 0.00010594684157383405, fitness inc: 0.00010594684157383405 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.260263143480596, cost: 0.00037047878174745197, fitness inc: 0.00037047878174745197 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.690871841565216, cost: 3.917411726117592e-07, fitness inc: 3.917411726117592e-06 Fitness: 0.006888303921618211 - Evaluating [15.817647652480595, 7.686884159743489, 149.3192281929126, 28.589756679575782, 10.345618740134011] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.163251957033793, cost: 5.051954491530619e-05, fitness inc: 5.051954491530619e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.47201835201978, cost: 0.00020795033548393071, fitness inc: 0.00020795033548393071 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.697176024108762, cost: 0.0006191693434849377, fitness inc: 0.006191693434849377 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.850147099704515, cost: 0.00038417601462858997, fitness inc: 0.00038417601462858997 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.15888994816623, cost: 0.0023229903312262934, fitness inc: 0.0023229903312262934 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.621135469363906, cost: 6.200378363740988e-06, fitness inc: 6.200378363740988e-05 Fitness: 0.009219333444740907 - Evaluating [15.950670341585674, 5.9912641138326315, 150.4587384381253, 27.149364825316226, 11.171227107797911] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.121886214087745, cost: 0.0001680695319913328, fitness inc: 0.0001680695319913328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.779430010005268, cost: 4.5387009217412455e-05, fitness inc: 4.5387009217412455e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.645990252546563, cost: 0.0006687087163330663, fitness inc: 0.006687087163330663 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.11315211552467, cost: 0.0002512093336669574, fitness inc: 0.0002512093336669574 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.770698726366877, cost: 0.0001385877981525674, fitness inc: 0.0001385877981525674 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.630630630629724, cost: 5.000752797079677e-06, fitness inc: 5.000752797079677e-05 Fitness: 0.00734034836432973 - Evaluating [13.506513638237804, 6.155381238228536, 148.82940118644345, 29.457456789514183, 9.587930881148102] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.094434993395556, cost: 0.00013553937839394514, fitness inc: 0.00013553937839394514 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.9185710317750426, cost: 0.0010902577983573636, fitness inc: 0.0010902577983573636 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718924972003406, cost: 0.0005986959647787948, fitness inc: 0.005986959647787948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.249813495875216, cost: 1.458915210428291e-05, fitness inc: 1.458915210428291e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.07395826225185, cost: 1.2774115276670273e-06, fitness inc: 1.2774115276670273e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.609154139554849, cost: 7.897975675241753e-06, fitness inc: 7.897975675241753e-05 Fitness: 0.0073076031449236245 - Evaluating [16.402450217802787, 6.460653685117015, 149.78703968326943, 27.34408068332519, 10.795164152210369] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.197603778432732, cost: 0.00018027588005853357, fitness inc: 0.00018027588005853357 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.60727809994219, cost: 0.0003441426646100254, fitness inc: 0.0003441426646100254 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.675567423229904, cost: 0.0006398508376074252, fitness inc: 0.006398508376074252 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.65825699930142, cost: 0.00034684914182170345, fitness inc: 0.00034684914182170345 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.067924364974903, cost: 0.0009968487748958088, fitness inc: 0.0009968487748958088 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6458897922303475, cost: 3.3428111978484054e-06, fitness inc: 3.3428111978484054e-05 Fitness: 0.008300052949438808 - Evaluating [15.637774082178487, 4.5333462633246, 149.41995064850607, 27.485722108801966, 10.659223702086946] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.29698435397083, cost: 6.2801835710391e-05, fitness inc: 6.2801835710391e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.978538067066076, cost: 4.2801903665790064e-07, fitness inc: 4.2801903665790064e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.692693809257155, cost: 0.0006234313757482735, fitness inc: 0.0062343137574827345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.830323909910124, cost: 1.7875419617063848e-05, fitness inc: 1.7875419617063848e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.511894700434372, cost: 5.558084443768596e-05, fitness inc: 5.558084443768596e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.65227221342889, cost: 2.7480472002405776e-06, fitness inc: 2.7480472002405776e-05 Fitness: 0.006398480348286939 - Evaluating [12.597022407969305, 5.570783793294394, 149.48188541687338, 29.277579311648143, 7.947180831251542] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.544192996709622, cost: 0.0007406621267374014, fitness inc: 0.0007406621267374014 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6498330714716785, cost: 0.00011440053468847466, fitness inc: 0.00011440053468847466 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.689708997657531, cost: 0.0006262776561359873, fitness inc: 0.006262776561359873 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.11497851495805, cost: 0.00039115145075840907, fitness inc: 0.00039115145075840907 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.22061580958971, cost: 1.1359907277963543e-05, fitness inc: 1.1359907277963543e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5940926381731835, cost: 1.032303262560319e-05, fitness inc: 0.0001032303262560319 Fitness: 0.0076235809070781535 - Evaluating [12.291993812568595, 3.5247046106579507, 151.5741947766098, 29.581611262826907, 8.262846152416095] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.554832126335466, cost: 0.0007371319582694102, fitness inc: 0.0007371319582694102 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.029136892113373, cost: 0.0008788945106460444, fitness inc: 0.0008788945106460444 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.597176408496186, cost: 0.0007177245879342875, fitness inc: 0.007177245879342875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.079536627137102, cost: 0.0009079196062351524, fitness inc: 0.0009079196062351524 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.553845898929275, cost: 0.0013942153003480007, fitness inc: 0.0013942153003480007 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.520287054926047, cost: 2.689296337965441e-05, fitness inc: 0.0002689296337965441 Fitness: 0.011364336888638027 >>>>> Evaluating: >>>>> [15.107761676832725, 5.433870896615774, 147.6422732494824, 28.303698345723724, 8.643808031541028] >>>>> [14.155959347811093, 5.217247090028011, 148.05564913787742, 28.54388254664898, 9.701819987703168] >>>>> [15.271779694605728, 6.914339305446497, 150.4572036304956, 29.5570553321888, 9.818172183693461] >>>>> [15.738987020612688, 5.098069267883741, 148.0381565394292, 29.45497583098876, 9.048581463141751] >>>>> [13.95648342042541, 4.362551801969206, 149.1167825052112, 25.689193784726175, 9.73487818615922] >>>>> [15.585158213455351, 5.769157724822048, 149.95486344049382, 29.182598816373183, 9.858382863096763] >>>>> [12.239651151699373, 5.661071845385544, 147.06979637816, 30.24933055629495, 8.507760142188092] >>>>> [13.14575622462916, 6.061637993263881, 150.97275167303712, 28.2338571925165, 7.893412745335872] >>>>> [15.386364352626652, 8.480148798709834, 149.50495197202272, 29.215820093007306, 6.0071675440868715] >>>>> [12.60225357578042, 4.811296366789527, 147.2563968220453, 27.77904983247445, 8.61944524467684] >> Running individual: {'amp': 15.107761676832725, 'amp_increment': 5.433870896615774, 'period': 147.6422732494824, 'period_increment': 28.303698345723724, 'offset': 8.643808031541028} >> Running individual: {'amp': 14.155959347811093, 'amp_increment': 5.217247090028011, 'period': 148.05564913787742, 'period_increment': 28.54388254664898, 'offset': 9.701819987703168} >> Running individual: {'amp': 15.271779694605728, 'amp_increment': 6.914339305446497, 'period': 150.4572036304956, 'period_increment': 29.5570553321888, 'offset': 9.818172183693461} >> Running individual: {'amp': 15.738987020612688, 'amp_increment': 5.098069267883741, 'period': 148.0381565394292, 'period_increment': 29.45497583098876, 'offset': 9.048581463141751} >> Running individual: {'amp': 13.95648342042541, 'amp_increment': 4.362551801969206, 'period': 149.1167825052112, 'period_increment': 25.689193784726175, 'offset': 9.73487818615922} >> Running individual: {'amp': 15.585158213455351, 'amp_increment': 5.769157724822048, 'period': 149.95486344049382, 'period_increment': 29.182598816373183, 'offset': 9.858382863096763} >> Running individual: {'amp': 12.239651151699373, 'amp_increment': 5.661071845385544, 'period': 147.06979637816, 'period_increment': 30.24933055629495, 'offset': 8.507760142188092} >> Running individual: {'amp': 13.14575622462916, 'amp_increment': 6.061637993263881, 'period': 150.97275167303712, 'period_increment': 28.2338571925165, 'offset': 7.893412745335872} >> Running individual: {'amp': 15.386364352626652, 'amp_increment': 8.480148798709834, 'period': 149.50495197202272, 'period_increment': 29.215820093007306, 'offset': 6.0071675440868715} >> Running individual: {'amp': 12.60225357578042, 'amp_increment': 4.811296366789527, 'period': 147.2563968220453, 'period_increment': 27.77904983247445, 'offset': 8.61944524467684} - Evaluating [15.107761676832725, 5.433870896615774, 147.6422732494824, 28.303698345723724, 8.643808031541028] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.75155811259714, cost: 5.8180419494346935e-05, fitness inc: 5.8180419494346935e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.463941053547155, cost: 0.0019964222074048132, fitness inc: 0.0019964222074048132 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.772773450726996, cost: 0.0005494842541996503, fitness inc: 0.005494842541996503 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.185433091390067, cost: 1.720073082567275e-05, fitness inc: 1.720073082567275e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.897809036883306, cost: 0.0008397200361516255, fitness inc: 0.0008397200361516255 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6837558258488095, cost: 6.660441649319893e-07, fitness inc: 6.6604416493198926e-06 Fitness: 0.008413026377522281 - Evaluating [14.155959347811093, 5.217247090028011, 148.05564913787742, 28.54388254664898, 9.701819987703168] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.857768769996607, cost: 4.8702280426748956e-05, fitness inc: 4.8702280426748956e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.45412724734382, cost: 0.00027799162275576883, fitness inc: 0.00027799162275576883 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.754474839580147, cost: 0.0005659709141356828, fitness inc: 0.005659709141356828 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.074997322165075, cost: 2.218100876294482e-05, fitness inc: 2.218100876294482e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.67135734922387, cost: 2.5195983318293536e-05, fitness inc: 2.5195983318293536e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.006052932935701749 - Evaluating [15.271779694605728, 6.914339305446497, 150.4572036304956, 29.5570553321888, 9.818172183693461] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.089941030012387, cost: 3.0232313485978324e-07, fitness inc: 3.0232313485978324e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.453595281682929, cost: 0.00019203896888253524, fitness inc: 0.00019203896888253524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.645990252546563, cost: 0.0006687087163330663, fitness inc: 0.006687087163330663 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.004277508378, cost: 0.00010414049819051918, fitness inc: 0.00010414049819051918 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.367932002112628, cost: 0.0013066582481007227, fitness inc: 0.0013066582481007227 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.554784057768944, cost: 1.8179225763637064e-05, fitness inc: 0.00018179225763637064 Fitness: 0.00847201945927567 - Evaluating [15.738987020612688, 5.098069267883741, 148.0381565394292, 29.45497583098876, 9.048581463141751] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.787556222160188, cost: 1.684193553619373e-06, fitness inc: 1.684193553619373e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.690394849978882, cost: 0.0026600444178597193, fitness inc: 0.0026600444178597193 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.75523530736213, cost: 0.0005652809037387518, fitness inc: 0.005652809037387518 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.88561744389921, cost: 3.3900796136965283e-07, fitness inc: 3.3900796136965283e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.788473105778602, cost: 0.0007458234524340135, fitness inc: 0.0007458234524340135 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.634437683118317, cost: 4.555953976193017e-06, fitness inc: 4.555953976193017e-05 Fitness: 0.00910625964895817 - Evaluating [13.95648342042541, 4.362551801969206, 149.1167825052112, 25.689193784726175, 9.73487818615922] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.691352055919875, cost: 6.392707889590898e-05, fitness inc: 6.392707889590898e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.221594998104641, cost: 0.0005651423724077898, fitness inc: 0.0005651423724077898 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706158488877881, cost: 0.0006106720514124087, fitness inc: 0.0061067205141240866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.05390897951166, cost: 9.817580776083634e-05, fitness inc: 9.817580776083634e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.584152994624294, cost: 0.00046750836178821586, fitness inc: 0.00046750836178821586 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.720823798626086, cost: 3.054596908746987e-08, fitness inc: 3.054596908746987e-07 Fitness: 0.007301779594667712 - Evaluating [15.585158213455351, 5.769157724822048, 149.95486344049382, 29.182598816373183, 9.858382863096763] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.443529422620976, cost: 7.345694530758173e-06, fitness inc: 7.345694530758173e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.72676404289447, cost: 0.0004928042140677213, fitness inc: 0.0004928042140677213 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.668889629875555, cost: 0.0006463107119690781, fitness inc: 0.006463107119690781 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.212689252889017, cost: 3.8127715990210476e-05, fitness inc: 3.8127715990210476e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.495921846246434, cost: 0.0005219025122034093, fitness inc: 0.0005219025122034093 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.582226191804388, cost: 1.2461976144906295e-05, fitness inc: 0.00012461976144906295 Fitness: 0.007647907017931943 - Evaluating [12.239651151699373, 5.661071845385544, 147.06979637816, 30.24933055629495, 8.507760142188092] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.747402250540286, cost: 0.0006746899401894879, fitness inc: 0.0006746899401894879 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.7318809787317995, cost: 0.0014985846359447663, fitness inc: 0.0014985846359447663 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.799637352673444, cost: 0.0005257212255650456, fitness inc: 0.005257212255650456 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.40847349129209, cost: 0.00033430306410997535, fitness inc: 0.00033430306410997535 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.392953198415645, cost: 8.596872469734951e-05, fitness inc: 8.596872469734951e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.639521768553119, cost: 3.994253046757379e-06, fitness inc: 3.994253046757379e-05 Fitness: 0.00789070115105961 - Evaluating [13.14575622462916, 6.061637993263881, 150.97275167303712, 28.2338571925165, 7.893412745335872] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.039160246921057, cost: 0.0005853401100438527, fitness inc: 0.0005853401100438527 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.252335404952231, cost: 5.944818829239917e-05, fitness inc: 5.944818829239917e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6232475990716795, cost: 0.0006913302703681623, fitness inc: 0.006913302703681623 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.100801559784497, cost: 0.00021786467101492235, fitness inc: 0.00021786467101492235 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.31397654177978, cost: 0.0004027181267132196, fitness inc: 0.0004027181267132196 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.58035714285624, cost: 1.2817218529304064e-05, fitness inc: 0.00012817218529304064 Fitness: 0.008306845985039057 - Evaluating [15.386364352626652, 8.480148798709834, 149.50495197202272, 29.215820093007306, 6.0071675440868715] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.393529486118503, cost: 0.00048533425678665143, fitness inc: 0.00048533425678665143 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -9.379174463980092, cost: 0.017584662287002395, fitness inc: 0.017584662287002395 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.688963210701269, cost: 0.0006269898399146046, fitness inc: 0.0062698983991460455 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.873670185766773, cost: 4.1354724822362243e-07, fitness inc: 4.1354724822362243e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.859333723814864, cost: 0.014208224063460229, fitness inc: 0.014208224063460229 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.595344673230967, cost: 1.0109087675624906e-05, fitness inc: 0.00010109087675624906 Fitness: 0.03864962343039979 - Evaluating [12.60225357578042, 4.811296366789527, 147.2563968220453, 27.77904983247445, 8.61944524467684] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.2216891182644, cost: 0.0005326617450530646, fitness inc: 0.0005326617450530646 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.982797699576468, cost: 0.000964717255090175, fitness inc: 0.000964717255090175 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.79040289723749, cost: 0.0005338306078530586, fitness inc: 0.005338306078530586 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.03298560540627, cost: 0.00040782941947337115, fitness inc: 0.00040782941947337115 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.794096673224203, cost: 0.00033918296148882643, fitness inc: 0.00033918296148882643 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.71363272768735, cost: 3.0469227141338706e-10, fitness inc: 3.0469227141338706e-09 Fitness: 0.007582700506558737 >>>>> Evaluating: >>>>> [15.06395027409948, 6.662678359120415, 148.42583675274432, 26.5461815870555, 13.171742880840995] >>>>> [13.806141467926928, 4.539059727836915, 150.1560639130763, 28.832380881087555, 10.467166481968704] >>>>> [14.581442062807255, 4.420514517679288, 149.38415238935696, 27.201906850634543, 10.130996337009796] >>>>> [14.672877473174829, 6.992038818112326, 147.12858225886558, 27.450408356581047, 10.22005988620065] >>>>> [16.44336705284897, 4.170391692953188, 148.67368334026034, 26.83153994171025, 9.502064257645639] >>>>> [15.521946368713973, 3.9979837894377797, 148.33916735324595, 29.69605938039457, 10.2563263935335] >>>>> [14.408537870770413, 4.498305783530486, 149.12492885956038, 27.583317571578785, 9.44821434627405] >>>>> [13.84373322814444, 4.923604874128411, 149.8572937270494, 27.806204034014392, 9.862375848297306] >>>>> [15.088847771952825, 5.5431030794159, 148.23722302984626, 28.118587274979568, 10.043679107941022] >>>>> [15.066694853866736, 5.435743914574905, 147.81189197786557, 30.90255695546336, 10.139013653895791] >> Running individual: {'amp': 15.06395027409948, 'amp_increment': 6.662678359120415, 'period': 148.42583675274432, 'period_increment': 26.5461815870555, 'offset': 13.171742880840995} >> Running individual: {'amp': 13.806141467926928, 'amp_increment': 4.539059727836915, 'period': 150.1560639130763, 'period_increment': 28.832380881087555, 'offset': 10.467166481968704} >> Running individual: {'amp': 14.581442062807255, 'amp_increment': 4.420514517679288, 'period': 149.38415238935696, 'period_increment': 27.201906850634543, 'offset': 10.130996337009796} >> Running individual: {'amp': 14.672877473174829, 'amp_increment': 6.992038818112326, 'period': 147.12858225886558, 'period_increment': 27.450408356581047, 'offset': 10.22005988620065} >> Running individual: {'amp': 16.44336705284897, 'amp_increment': 4.170391692953188, 'period': 148.67368334026034, 'period_increment': 26.83153994171025, 'offset': 9.502064257645639} >> Running individual: {'amp': 15.521946368713973, 'amp_increment': 3.9979837894377797, 'period': 148.33916735324595, 'period_increment': 29.69605938039457, 'offset': 10.2563263935335} >> Running individual: {'amp': 14.408537870770413, 'amp_increment': 4.498305783530486, 'period': 149.12492885956038, 'period_increment': 27.583317571578785, 'offset': 9.44821434627405} >> Running individual: {'amp': 13.84373322814444, 'amp_increment': 4.923604874128411, 'period': 149.8572937270494, 'period_increment': 27.806204034014392, 'offset': 9.862375848297306} >> Running individual: {'amp': 15.088847771952825, 'amp_increment': 5.5431030794159, 'period': 148.23722302984626, 'period_increment': 28.118587274979568, 'offset': 10.043679107941022} >> Running individual: {'amp': 15.066694853866736, 'amp_increment': 5.435743914574905, 'period': 147.81189197786557, 'period_increment': 30.90255695546336, 'offset': 10.139013653895791} - Evaluating [15.06395027409948, 6.662678359120415, 148.42583675274432, 26.5461815870555, 13.171742880840995] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.23568169181971, cost: 0.0003907266110576568, fitness inc: 0.0003907266110576568 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.8921935760810173, cost: 0.008933924874753418, fitness inc: 0.008933924874753418 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.737031214910221, cost: 0.0005819137350056014, fitness inc: 0.005819137350056014 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.89836008668284, cost: 0.0006216876776664604, fitness inc: 0.0006216876776664604 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.554874847476043, cost: 0.00048703432061425467, fitness inc: 0.00048703432061425467 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.714938850153389, cost: 3.0483149338067506e-10, fitness inc: 3.0483149338067506e-09 Fitness: 0.016252513882462738 - Evaluating [13.806141467926928, 4.539059727836915, 150.1560639130763, 28.832380881087555, 10.467166481968704] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.273297048591484, cost: 1.9712743692612555e-05, fitness inc: 1.9712743692612555e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.338967339735225, cost: 0.0025683825328408627, fitness inc: 0.0025683825328408627 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6592674805760685, cost: 0.0006556758045311861, fitness inc: 0.006556758045311861 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.812358148176635, cost: 3.656509833049881e-05, fitness inc: 3.656509833049881e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.878027941697073, cost: 0.0010495174783857752, fitness inc: 0.0010495174783857752 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.586592178770137, cost: 1.1651602116025117e-05, fitness inc: 0.00011651602116025117 Fitness: 0.010347451919721862 - Evaluating [14.581442062807255, 4.420514517679288, 149.38415238935696, 27.201906850634543, 10.130996337009796] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.712425413488763, cost: 3.0864196925994847e-06, fitness inc: 3.0864196925994847e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.450436248689674, cost: 0.00028176296030080206, fitness inc: 0.00028176296030080206 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.693440428379115, cost: 0.0006227204204293235, fitness inc: 0.006227204204293235 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.13294446304359, cost: 1.9488943293510808e-05, fitness inc: 1.9488943293510808e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.87095393191194, cost: 0.0002973370070912251, fitness inc: 0.0002973370070912251 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.006848032433752538 - Evaluating [14.672877473174829, 6.992038818112326, 147.12858225886558, 27.450408356581047, 10.22005988620065] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.892926273879347, cost: 4.276413324566519e-07, fitness inc: 4.276413324566519e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.452805362358544, cost: 0.00027933936204138643, fitness inc: 0.00027933936204138643 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.796556411417135, cost: 0.0005284199141027957, fitness inc: 0.0052841991410279565 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.88496208213174, cost: 9.21118044986402e-05, fitness inc: 9.21118044986402e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.444843169892904, cost: 0.00048688777766092706, fitness inc: 0.00048688777766092706 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.728032993469126, cost: 1.350474316819117e-07, fitness inc: 1.3504743168191169e-06 Fitness: 0.006144316200878186 - Evaluating [16.44336705284897, 4.170391692953188, 148.67368334026034, 26.83153994171025, 9.502064257645639] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.9454188174999, cost: 3.3371515375857363e-05, fitness inc: 3.3371515375857363e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.941292760714634, cost: 0.0035052845011017686, fitness inc: 0.0035052845011017686 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.726457399102064, cost: 0.0005916854156272633, fitness inc: 0.005916854156272633 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.115820457878176, cost: 3.4797437675759824e-07, fitness inc: 3.4797437675759824e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.111673297911258, cost: 0.00028829286273701626, fitness inc: 0.00028829286273701626 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.698005698004786, cost: 1.893923663454089e-07, fitness inc: 1.893923663454089e-06 Fitness: 0.009746044933527487 - Evaluating [15.521946368713973, 3.9979837894377797, 148.33916735324595, 29.69605938039457, 10.2563263935335] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.77826349997756, cost: 2.261490608757022e-05, fitness inc: 2.261490608757022e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.26560469376071, cost: 6.586319631607385e-05, fitness inc: 6.586319631607385e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.74157303370679, cost: 0.0005777413972083423, fitness inc: 0.005777413972083423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.77624570283349, cost: 1.2976342592674328e-06, fitness inc: 1.2976342592674328e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.263593366939634, cost: 0.00012650917086609592, fitness inc: 0.00012650917086609592 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.616715344865416, cost: 6.802770611824549e-06, fitness inc: 6.802770611824549e-05 Fitness: 0.006061726585730676 - Evaluating [14.408537870770413, 4.498305783530486, 149.12492885956038, 27.583317571578785, 9.44821434627405] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.85674374387754, cost: 4.878972882282895e-05, fitness inc: 4.878972882282895e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.9603103859018765, cost: 1.466765690905092e-06, fitness inc: 1.466765690905092e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706158488877881, cost: 0.0006106720514124087, fitness inc: 0.0061067205141240866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.355055565540308, cost: 7.014394569737625e-05, fitness inc: 7.014394569737625e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.458610120740769, cost: 6.837832322936777e-05, fitness inc: 6.837832322936777e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659309564232253, cost: 2.1597356201219498e-06, fitness inc: 2.1597356201219498e-05 Fitness: 0.006317096633765784 - Evaluating [13.84373322814444, 4.923604874128411, 149.8572937270494, 27.806204034014392, 9.862375848297306] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.706098603573516, cost: 6.249450501982778e-05, fitness inc: 6.249450501982778e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.9813477896867, cost: 0.0009674668771422201, fitness inc: 0.0009674668771422201 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6733400066722695, cost: 0.0006420019667149335, fitness inc: 0.006420019667149335 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.62970499747368, cost: 4.8676773978684196e-05, fitness inc: 4.8676773978684196e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.90495171150889, cost: 0.00027970425430767776, fitness inc: 0.00027970425430767776 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.628729032983445, cost: 5.230683848833628e-06, fitness inc: 5.230683848833628e-05 Fitness: 0.007830668916086081 - Evaluating [15.088847771952825, 5.5431030794159, 148.23722302984626, 28.118587274979568, 10.043679107941022] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.132515104829185, cost: 6.560536597310929e-07, fitness inc: 6.560536597310929e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.045157127241699, cost: 1.9072496474370482e-06, fitness inc: 1.9072496474370482e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.746120980435173, cost: 0.0005735784461498028, fitness inc: 0.005735784461498028 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.675618608705452, cost: 1.1835175595997782e-05, fitness inc: 1.1835175595997782e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.588262972245861, cost: 8.074862271689742e-05, fitness inc: 8.074862271689742e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.670220004535265, cost: 1.3875665414442295e-06, fitness inc: 1.3875665414442295e-05 Fitness: 0.005844807228532534 - Evaluating [15.066694853866736, 5.435743914574905, 147.81189197786557, 30.90255695546336, 10.139013653895791] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.205699053759037, cost: 1.580382947730108e-06, fitness inc: 1.580382947730108e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.927673831414214, cost: 4.8760111497347935e-06, fitness inc: 4.8760111497347935e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.765899864680926, cost: 0.0005556486802907878, fitness inc: 0.0055564868029078784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.641442317587146, cost: 1.0668157783499943e-05, fitness inc: 1.0668157783499943e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.363411243923363, cost: 3.082051863367852e-05, fitness inc: 3.082051863367852e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.595344673230967, cost: 1.0109087675624906e-05, fitness inc: 0.00010109087675624906 Fitness: 0.005705522750178771 >>>>> Evaluating: >>>>> [15.288510729487506, 6.594743743724811, 148.71576770995966, 28.328862728181807, 10.593616198579399] >>>>> [16.299446067565338, 7.289354197669734, 148.48914382516392, 28.915533436709165, 10.077527855111056] >>>>> [14.202033396475548, 5.746301474623661, 149.15229977099128, 27.024773232515862, 8.550279525906529] >>>>> [14.461645855356478, 4.731917914233101, 150.632908849289, 28.839589056678353, 11.23174936672689] >>>>> [14.912293875677792, 6.034278307626514, 148.86735801828263, 29.231381348820538, 10.32450022117659] >>>>> [15.955706022718118, 5.205420342932343, 148.14557677927507, 29.55613998657323, 10.75700615314087] >>>>> [14.116824372376, 5.457969073400782, 150.44783592665198, 28.394872284908764, 9.500054585729991] >>>>> [14.394329091282538, 4.695260300110177, 149.1289469096228, 27.606475258748446, 9.34783335303803] >>>>> [15.375653184897642, 5.625097602664523, 147.92157884328918, 28.04325829487488, 10.471709242834077] >>>>> [14.270352747216284, 5.507256167486167, 148.46291396093355, 29.489746726249628, 11.162899982751815] >> Running individual: {'amp': 15.288510729487506, 'amp_increment': 6.594743743724811, 'period': 148.71576770995966, 'period_increment': 28.328862728181807, 'offset': 10.593616198579399} >> Running individual: {'amp': 16.299446067565338, 'amp_increment': 7.289354197669734, 'period': 148.48914382516392, 'period_increment': 28.915533436709165, 'offset': 10.077527855111056} >> Running individual: {'amp': 14.202033396475548, 'amp_increment': 5.746301474623661, 'period': 149.15229977099128, 'period_increment': 27.024773232515862, 'offset': 8.550279525906529} >> Running individual: {'amp': 14.461645855356478, 'amp_increment': 4.731917914233101, 'period': 150.632908849289, 'period_increment': 28.839589056678353, 'offset': 11.23174936672689} >> Running individual: {'amp': 14.912293875677792, 'amp_increment': 6.034278307626514, 'period': 148.86735801828263, 'period_increment': 29.231381348820538, 'offset': 10.32450022117659} >> Running individual: {'amp': 15.955706022718118, 'amp_increment': 5.205420342932343, 'period': 148.14557677927507, 'period_increment': 29.55613998657323, 'offset': 10.75700615314087} >> Running individual: {'amp': 14.116824372376, 'amp_increment': 5.457969073400782, 'period': 150.44783592665198, 'period_increment': 28.394872284908764, 'offset': 9.500054585729991} >> Running individual: {'amp': 14.394329091282538, 'amp_increment': 4.695260300110177, 'period': 149.1289469096228, 'period_increment': 27.606475258748446, 'offset': 9.34783335303803} >> Running individual: {'amp': 15.375653184897642, 'amp_increment': 5.625097602664523, 'period': 147.92157884328918, 'period_increment': 28.04325829487488, 'offset': 10.471709242834077} >> Running individual: {'amp': 14.270352747216284, 'amp_increment': 5.507256167486167, 'period': 148.46291396093355, 'period_increment': 29.489746726249628, 'offset': 11.162899982751815} - Evaluating [15.288510729487506, 6.594743743724811, 148.71576770995966, 28.328862728181807, 10.593616198579399] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.88211617315672, cost: 2.9052533600970598e-05, fitness inc: 2.9052533600970598e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.694882928366121, cost: 8.685712024092407e-05, fitness inc: 8.685712024092407e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.724195898239428, cost: 0.0005937859008591229, fitness inc: 0.005937859008591229 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.4768572453227, cost: 0.00015903012200013666, fitness inc: 0.00015903012200013666 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.289628483841017, cost: 0.00038793772226919376, fitness inc: 0.00038793772226919376 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.648441030274735, cost: 3.0980824590187694e-06, fitness inc: 3.0980824590187694e-05 Fitness: 0.006631717331292641 - Evaluating [16.299446067565338, 7.289354197669734, 148.48914382516392, 28.915533436709165, 10.077527855111056] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.37696550082982, cost: 7.078539711546927e-05, fitness inc: 7.078539711546927e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.22190129693329, cost: 0.0013917015274091948, fitness inc: 0.0013917015274091948 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.734006734005659, cost: 0.0005847004838883674, fitness inc: 0.005847004838883674 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.66630677158197, cost: 0.00034837671633813905, fitness inc: 0.00034837671633813905 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.5112513580478, cost: 0.00286855913577988, fitness inc: 0.00286855913577988 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.63697857948049, cost: 4.270612658507922e-06, fitness inc: 4.270612658507922e-05 Fitness: 0.010569133742111436 - Evaluating [14.202033396475548, 5.746301474623661, 149.15229977099128, 27.024773232515862, 8.550279525906529] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.752301550167967, cost: 0.00018857073588574025, fitness inc: 0.00018857073588574025 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.651744757476133, cost: 0.0003963611333008821, fitness inc: 0.0003963611333008821 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.704659738517197, cost: 0.0006120857760330001, fitness inc: 0.006120857760330001 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.498601399444492, cost: 5.843636576263744e-05, fitness inc: 5.843636576263744e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.3980443657988, cost: 0.0004558725957227727, fitness inc: 0.0004558725957227727 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.676013168349639, cost: 1.0467118334300807e-06, fitness inc: 1.0467118334300807e-05 Fitness: 0.007230565709336334 - Evaluating [14.461645855356478, 4.731917914233101, 150.632908849289, 28.839589056678353, 11.23174936672689] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.693384998147707, cost: 1.795142142402284e-05, fitness inc: 1.795142142402284e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2298867919271825, cost: 0.002915786262477349, fitness inc: 0.002915786262477349 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.639224538572916, cost: 0.0006753991638756007, fitness inc: 0.006753991638756007 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.42530184583594, cost: 4.690223323833287e-06, fitness inc: 4.690223323833287e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.961806166226756, cost: 0.0009683582588888573, fitness inc: 0.0009683582588888573 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.571806658308145, cost: 1.45060323167856e-05, fitness inc: 0.000145060323167856 Fitness: 0.010805838128037926 - Evaluating [14.912293875677792, 6.034278307626514, 148.86735801828263, 29.231381348820538, 10.32450022117659] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.236782679645774, cost: 2.0939732601199523e-06, fitness inc: 2.0939732601199523e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.587780831342292, cost: 0.0001585377488561024, fitness inc: 0.0001585377488561024 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.717420510522885, cost: 0.0006001011287817271, fitness inc: 0.0060010112878172706 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.271066299836463, cost: 4.1886632689780434e-05, fitness inc: 4.1886632689780434e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.622061357473132, cost: 9.029252845971225e-05, fitness inc: 9.029252845971225e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.614823133070402, cost: 7.069183643459986e-06, fitness inc: 7.069183643459986e-05 Fitness: 0.0063645140075175854 - Evaluating [15.955706022718118, 5.205420342932343, 148.14557677927507, 29.55613998657323, 10.75700615314087] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.712702225469506, cost: 0.00010950617327121215, fitness inc: 0.00010950617327121215 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.198686271259213, cost: 3.686139738856564e-05, fitness inc: 3.686139738856564e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.749915626053599, cost: 0.0005701165266277508, fitness inc: 0.005701165266277508 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.918120720447074, cost: 9.538064407432767e-05, fitness inc: 9.538064407432767e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.404114694852423, cost: 3.8110231289412155e-05, fitness inc: 3.8110231289412155e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.627462014630495, cost: 5.386753699099245e-06, fitness inc: 5.386753699099245e-05 Fitness: 0.006034891249292018 - Evaluating [14.116824372376, 5.457969073400782, 150.44783592665198, 28.394872284908764, 9.500054585729991] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.616868053514704, cost: 7.141096032414751e-05, fitness inc: 7.141096032414751e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6167608901123955, cost: 0.0001370306630159579, fitness inc: 0.0001370306630159579 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.646726487203983, cost: 0.0006679826771648356, fitness inc: 0.006679826771648356 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.07483849564353, cost: 2.2188626642605236e-05, fitness inc: 2.2188626642605236e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.074730248409638, cost: 1.3042065182267137e-06, fitness inc: 1.3042065182267137e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.591590248265703, cost: 1.0757348532286493e-05, fitness inc: 0.00010757348532286493 Fitness: 0.007019334713472158 - Evaluating [14.394329091282538, 4.695260300110177, 149.1289469096228, 27.606475258748446, 9.34783335303803] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.742152074112433, cost: 5.906039202863145e-05, fitness inc: 5.906039202863145e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.046484237900396, cost: 2.020879063091563e-06, fitness inc: 2.020879063091563e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.705409029949755, cost: 0.000611378788779815, fitness inc: 0.00611378788779815 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.437412775668793, cost: 6.329630277546183e-05, fitness inc: 6.329630277546183e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.741744358633511, cost: 1.5558368919199594e-05, fitness inc: 1.5558368919199594e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658028742785104, cost: 2.261541691472857e-06, fitness inc: 2.261541691472857e-05 Fitness: 0.006276339247499263 - Evaluating [15.375653184897642, 5.625097602664523, 147.92157884328918, 28.04325829487488, 10.471709242834077] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.84735386244578, cost: 2.680803352450578e-05, fitness inc: 2.680803352450578e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.903928850984357, cost: 8.605950013951258e-06, fitness inc: 8.605950013951258e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.760563380280613, cost: 0.0005604582615664766, fitness inc: 0.005604582615664766 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.4724481358032, cost: 5.620951270524088e-05, fitness inc: 5.620951270524088e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.529030061920924, cost: 6.530776694591012e-05, fitness inc: 6.530776694591012e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.68310979768038, cost: 6.945300533578447e-07, fitness inc: 6.945300533578447e-06 Fitness: 0.0057684591793879525 - Evaluating [14.270352747216284, 5.507256167486167, 148.46291396093355, 29.489746726249628, 11.162899982751815] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.43324455393286, cost: 7.009008179292842e-06, fitness inc: 7.009008179292842e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.107440385996393, cost: 0.003331754721730751, fitness inc: 0.003331754721730751 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.735518634933815, cost: 0.0005833065916339697, fitness inc: 0.005833065916339697 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.940495880010776, cost: 2.2933419038473346e-05, fitness inc: 2.2933419038473346e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.614700082204976, cost: 0.00044756135252965734, fitness inc: 0.00044756135252965734 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.619240278713412, cost: 6.4552432135212e-06, fitness inc: 6.4552432135212e-05 Fitness: 0.009706876849953083 >>>>> Evaluating: >>>>> [15.204102497574562, 6.36148221319399, 150.3040909531784, 27.145443928182488, 9.426435727672736] >>>>> [15.250433945444293, 3.5353927254814552, 149.10719649398598, 29.61508113545208, 9.90751363377528] >>>>> [15.645190711483945, 5.059655292619527, 149.82195411035818, 27.97548729849645, 9.692214389666438] >>>>> [14.185495390282428, 6.895632523454275, 149.18516799938314, 27.505148257883313, 10.044586600606682] >>>>> [12.611678714324999, 5.210976214944756, 146.7353359764311, 28.120646444174977, 10.070146489928824] >>>>> [14.574227822345666, 4.49724105429796, 147.7339541700311, 28.580630848734888, 9.014960948294728] >>>>> [13.989960448013083, 5.859451483871462, 149.45463932285796, 27.286799868113278, 8.582090660838581] >>>>> [16.307042675220853, 2.948451341634748, 148.80646513683374, 27.93223773559652, 9.72433590914264] >>>>> [13.115771846850981, 3.169181562794148, 148.50541900130096, 30.69463395663018, 9.100283683339029] >>>>> [15.034921083623164, 4.338877445120532, 147.8622765307062, 29.790641818117283, 10.234264027186896] >> Running individual: {'amp': 15.204102497574562, 'amp_increment': 6.36148221319399, 'period': 150.3040909531784, 'period_increment': 27.145443928182488, 'offset': 9.426435727672736} >> Running individual: {'amp': 15.250433945444293, 'amp_increment': 3.5353927254814552, 'period': 149.10719649398598, 'period_increment': 29.61508113545208, 'offset': 9.90751363377528} >> Running individual: {'amp': 15.645190711483945, 'amp_increment': 5.059655292619527, 'period': 149.82195411035818, 'period_increment': 27.97548729849645, 'offset': 9.692214389666438} >> Running individual: {'amp': 14.185495390282428, 'amp_increment': 6.895632523454275, 'period': 149.18516799938314, 'period_increment': 27.505148257883313, 'offset': 10.044586600606682} >> Running individual: {'amp': 12.611678714324999, 'amp_increment': 5.210976214944756, 'period': 146.7353359764311, 'period_increment': 28.120646444174977, 'offset': 10.070146489928824} >> Running individual: {'amp': 14.574227822345666, 'amp_increment': 4.49724105429796, 'period': 147.7339541700311, 'period_increment': 28.580630848734888, 'offset': 9.014960948294728} >> Running individual: {'amp': 13.989960448013083, 'amp_increment': 5.859451483871462, 'period': 149.45463932285796, 'period_increment': 27.286799868113278, 'offset': 8.582090660838581} >> Running individual: {'amp': 16.307042675220853, 'amp_increment': 2.948451341634748, 'period': 148.80646513683374, 'period_increment': 27.93223773559652, 'offset': 9.72433590914264} >> Running individual: {'amp': 13.115771846850981, 'amp_increment': 3.169181562794148, 'period': 148.50541900130096, 'period_increment': 30.69463395663018, 'offset': 9.100283683339029} >> Running individual: {'amp': 15.034921083623164, 'amp_increment': 4.338877445120532, 'period': 147.8622765307062, 'period_increment': 29.790641818117283, 'offset': 10.234264027186896} - Evaluating [15.204102497574562, 6.36148221319399, 150.3040909531784, 27.145443928182488, 9.426435727672736] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.63053551602823, cost: 5.094836058816554e-06, fitness inc: 5.094836058816554e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.777646638857111, cost: 0.000564179664509612, fitness inc: 0.000564179664509612 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.653359946772052, cost: 0.0006614588267661592, fitness inc: 0.006614588267661592 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.992009571062084, cost: 2.5514324219266804e-05, fitness inc: 2.5514324219266804e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.139140342729757, cost: 0.001066615165810747, fitness inc: 0.001066615165810747 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.635707844904412, cost: 4.412162144862286e-06, fitness inc: 4.412162144862286e-05 Fitness: 0.008320113879708657 - Evaluating [15.250433945444293, 3.5353927254814552, 149.10719649398598, 29.61508113545208, 9.90751363377528] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.157944739166883, cost: 9.318989564466307e-07, fitness inc: 9.318989564466307e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.342898997534063, cost: 0.0001097614308099848, fitness inc: 0.0001097614308099848 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706908115357746, cost: 0.0006099655641533808, fitness inc: 0.006099655641533808 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.693332085637135, cost: 4.426138679924918e-05, fitness inc: 4.426138679924918e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.878303173892803, cost: 0.00029347974671511956, fitness inc: 0.00029347974671511956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.595344673230967, cost: 1.0109087675624906e-05, fitness inc: 0.00010109087675624906 Fitness: 0.006649180981570857 - Evaluating [15.645190711483945, 5.059655292619527, 149.82195411035818, 27.97548729849645, 9.692214389666438] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.337392930932904, cost: 4.250993859256091e-06, fitness inc: 4.250993859256091e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.952964704848537, cost: 0.0008469812991418468, fitness inc: 0.0008469812991418468 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.674824785848301, cost: 0.0006405676398081317, fitness inc: 0.006405676398081317 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.397036282131854, cost: 4.087561733534528e-06, fitness inc: 4.087561733534528e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.012607580381417, cost: 0.00023921349409494752, fitness inc: 0.00023921349409494752 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.624296962878733, cost: 5.786644754479653e-06, fitness inc: 5.786644754479653e-05 Fitness: 0.0075580761944556984 - Evaluating [14.185495390282428, 6.895632523454275, 149.18516799938314, 27.505148257883313, 10.044586600606682] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.23007173854143, cost: 2.212767990050768e-05, fitness inc: 2.212767990050768e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.140897214222284, cost: 0.0006883167330253848, fitness inc: 0.0006883167330253848 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7031616579142455, cost: 0.0006135004993080839, fitness inc: 0.006135004993080839 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.125696871974288, cost: 3.285403573671797e-05, fitness inc: 3.285403573671797e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.036538777849945, cost: 0.0002506506458155311, fitness inc: 0.0002506506458155311 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659950192437397, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-05 Fitness: 0.007150051036479033 - Evaluating [12.611678714324999, 5.210976214944756, 146.7353359764311, 28.120646444174977, 10.070146489928824] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.681816925813866, cost: 0.00020058063630845613, fitness inc: 0.00020058063630845613 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.5415213025673875, cost: 0.005609422706405742, fitness inc: 0.005609422706405742 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.815084052702235, cost: 0.0005122949893451301, fitness inc: 0.005122949893451301 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.89279456779394, cost: 0.00011510274682113852, fitness inc: 0.00011510274682113852 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.752496592681543, cost: 0.0011772163561214466, fitness inc: 0.0011772163561214466 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.718860802927142, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-07 Fitness: 0.012225421911660206 - Evaluating [14.574227822345666, 4.49724105429796, 147.7339541700311, 28.580630848734888, 9.014960948294728] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.589177904162877, cost: 7.429874600783926e-05, fitness inc: 7.429874600783926e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.559257223578655, cost: 0.000291887167176097, fitness inc: 0.000291887167176097 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.76895306859098, cost: 0.0005529062432064746, fitness inc: 0.005529062432064746 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.086420181424074, cost: 9.492323227500155e-05, fitness inc: 9.492323227500155e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.056494845009126, cost: 7.455765597130792e-07, fitness inc: 7.455765597130792e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.671506352086204, cost: 1.3077385476734094e-06, fitness inc: 1.3077385476734094e-05 Fitness: 0.006003994539560131 - Evaluating [13.989960448013083, 5.859451483871462, 149.45463932285796, 27.286799868113278, 8.582090660838581] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.57204246302144, cost: 0.00022002299628842703, fitness inc: 0.00022002299628842703 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.4078583079285805, cost: 0.00015527340495968822, fitness inc: 0.00015527340495968822 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.691201070591099, cost: 0.0006248540245585854, fitness inc: 0.006248540245585854 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.431493227315958, cost: 6.377676113900055e-05, fitness inc: 6.377676113900055e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.267310449012466, cost: 0.00037463208757182453, fitness inc: 0.00037463208757182453 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658028742785104, cost: 2.261541691472857e-06, fitness inc: 2.261541691472857e-05 Fitness: 0.007084860912459523 - Evaluating [16.307042675220853, 2.948451341634748, 148.80646513683374, 27.93223773559652, 9.72433590914264] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.031369736209886, cost: 3.971456674622953e-05, fitness inc: 3.971456674622953e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.582698576156145, cost: 0.0023326693310622426, fitness inc: 0.0023326693310622426 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.720430107525806, cost: 0.0005972918164272034, fitness inc: 0.005972918164272034 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.979821297359567, cost: 2.6980410815391487e-05, fitness inc: 2.6980410815391487e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.531148070589788, cost: 5.1282480254211116e-05, fitness inc: 5.1282480254211116e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658028742785104, cost: 2.261541691472857e-06, fitness inc: 2.261541691472857e-05 Fitness: 0.008446180370064837 - Evaluating [13.115771846850981, 3.169181562794148, 148.50541900130096, 30.69463395663018, 9.100283683339029] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.21603696737228, cost: 0.00028925769439835936, fitness inc: 0.00028925769439835936 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.015486517254427, cost: 0.0009037615687161882, fitness inc: 0.0009037615687161882 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.733251038041793, cost: 0.0005853978178038677, fitness inc: 0.005853978178038677 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.385237092785886, cost: 0.0005518082840011429, fitness inc: 0.0005518082840011429 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.184669726037645, cost: 0.0018459753810662338, fitness inc: 0.0018459753810662338 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5803571428563306, cost: 1.2817218529304064e-05, fitness inc: 0.00012817218529304064 Fitness: 0.009572953291513642 - Evaluating [15.034921083623164, 4.338877445120532, 147.8622765307062, 29.790641818117283, 10.234264027186896] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.269172293295693, cost: 2.705894160515143e-06, fitness inc: 2.705894160515143e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.8006466935675585, cost: 3.707399239027964e-05, fitness inc: 3.707399239027964e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.763611768683401, cost: 0.0005577083249560522, fitness inc: 0.005577083249560522 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.608055323174735, cost: 3.982094834764638e-06, fitness inc: 3.982094834764638e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.139519790194981, cost: 0.00017272444507443474, fitness inc: 0.00017272444507443474 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.628729032983445, cost: 5.230683848833628e-06, fitness inc: 5.230683848833628e-05 Fitness: 0.005845876514508852 >>>>> Evaluating: >>>>> [14.801639176348832, 6.775198677253566, 146.27929597721752, 27.154336838449662, 8.729760453032778] >>>>> [14.87417145066064, 5.1444679249565635, 148.8913900710481, 26.422724333631848, 8.91120681709766] >>>>> [15.173760707449661, 4.925705488722489, 147.3626408553041, 29.97768635898308, 10.091833704199082] >>>>> [14.533150774596074, 5.520066815130338, 147.99870763757517, 27.987578043681673, 9.264547937369239] >>>>> [14.21908065210258, 3.1376362755332403, 148.85505819233913, 30.04747553966546, 8.38106235335089] >>>>> [15.568144930758942, 3.7094048416542384, 147.7560716114897, 26.61622619989654, 10.41054798096034] >>>>> [13.993416320646615, 5.804211488544381, 147.10611220074784, 28.453504336359174, 10.157381418351191] >>>>> [10.968733993719066, 7.9691412441897524, 148.35338600460264, 27.9857084590195, 11.12894973154701] >>>>> [15.241193522004112, 3.1968735853503905, 146.51583718621615, 28.167432268068374, 10.34127133672794] >>>>> [14.62032405471802, 4.133847149072883, 148.7858082268654, 27.819395966111188, 10.42106938849643] >> Running individual: {'amp': 14.801639176348832, 'amp_increment': 6.775198677253566, 'period': 146.27929597721752, 'period_increment': 27.154336838449662, 'offset': 8.729760453032778} >> Running individual: {'amp': 14.87417145066064, 'amp_increment': 5.1444679249565635, 'period': 148.8913900710481, 'period_increment': 26.422724333631848, 'offset': 8.91120681709766} >> Running individual: {'amp': 15.173760707449661, 'amp_increment': 4.925705488722489, 'period': 147.3626408553041, 'period_increment': 29.97768635898308, 'offset': 10.091833704199082} >> Running individual: {'amp': 14.533150774596074, 'amp_increment': 5.520066815130338, 'period': 147.99870763757517, 'period_increment': 27.987578043681673, 'offset': 9.264547937369239} >> Running individual: {'amp': 14.21908065210258, 'amp_increment': 3.1376362755332403, 'period': 148.85505819233913, 'period_increment': 30.04747553966546, 'offset': 8.38106235335089} >> Running individual: {'amp': 15.568144930758942, 'amp_increment': 3.7094048416542384, 'period': 147.7560716114897, 'period_increment': 26.61622619989654, 'offset': 10.41054798096034} >> Running individual: {'amp': 13.993416320646615, 'amp_increment': 5.804211488544381, 'period': 147.10611220074784, 'period_increment': 28.453504336359174, 'offset': 10.157381418351191} >> Running individual: {'amp': 10.968733993719066, 'amp_increment': 7.9691412441897524, 'period': 148.35338600460264, 'period_increment': 27.9857084590195, 'offset': 11.12894973154701} >> Running individual: {'amp': 15.241193522004112, 'amp_increment': 3.1968735853503905, 'period': 146.51583718621615, 'period_increment': 28.167432268068374, 'offset': 10.34127133672794} >> Running individual: {'amp': 14.62032405471802, 'amp_increment': 4.133847149072883, 'period': 148.7858082268654, 'period_increment': 27.819395966111188, 'offset': 10.42106938849643} - Evaluating [14.801639176348832, 6.775198677253566, 146.27929597721752, 27.154336838449662, 8.729760453032778] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.531384855531392, cost: 8.051029778188834e-05, fitness inc: 8.051029778188834e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.071869108973458, cost: 0.0010712760756377282, fitness inc: 0.0010712760756377282 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.836827711940575, cost: 0.0004936893030472733, fitness inc: 0.004936893030472733 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.306586827322516, cost: 2.437431564028536e-06, fitness inc: 2.437431564028536e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.847068443266215, cost: 0.0018878373734104725, fitness inc: 0.0018878373734104725 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7663475954321335, cost: 1.9368311189316145e-06, fitness inc: 1.9368311189316145e-05 Fitness: 0.007998322520056167 - Evaluating [14.87417145066064, 5.1444679249565635, 148.8913900710481, 26.422724333631848, 8.91120681709766] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.785374222771132, cost: 5.50713350784271e-05, fitness inc: 5.50713350784271e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.962945646526265, cost: 0.0008647997297246413, fitness inc: 0.0008647997297246413 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.715916722631566, cost: 0.0006015073066356624, fitness inc: 0.006015073066356624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.92983424259553, cost: 2.9689183819403553e-05, fitness inc: 2.9689183819403553e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.10742498235332, cost: 0.0002860943144202821, fitness inc: 0.0002860943144202821 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.703855806524298, cost: 7.773449550718681e-08, fitness inc: 7.773449550718681e-07 Fitness: 0.00725150497435445 - Evaluating [15.173760707449661, 4.925705488722489, 147.3626408553041, 29.97768635898308, 10.091833704199082] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.26558235486433, cost: 2.6342114192168253e-06, fitness inc: 2.6342114192168253e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.081915409926854, cost: 6.270117599238567e-06, fitness inc: 6.270117599238567e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.191288599693454, cost: 9.489848857846539e-07, fitness inc: 9.489848857846539e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.007622122994935, cost: 1.3670872656135202e-08, fitness inc: 1.3670872656135202e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.638885756173671, cost: 4.062499565304911e-06, fitness inc: 4.062499565304911e-05 Fitness: 0.00542949417386851 - Evaluating [14.533150774596074, 5.520066815130338, 147.99870763757517, 27.987578043681673, 9.264547937369239] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.79769839341483, cost: 5.395946167707777e-05, fitness inc: 5.395946167707777e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.268602542373957, cost: 6.735799818491373e-05, fitness inc: 6.735799818491373e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.756756756755681, cost: 0.0005639016779135364, fitness inc: 0.005639016779135364 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.31775323951081, cost: 1.206623842231469e-05, fitness inc: 1.206623842231469e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.788655137639996, cost: 0.00014511968328378977, fitness inc: 0.00014511968328378977 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.682463916353219, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-06 Fitness: 0.005924756217979055 - Evaluating [14.21908065210258, 3.1376362755332403, 148.85505819233913, 30.04747553966546, 8.38106235335089] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.600133239260654, cost: 0.00021496223147710047, fitness inc: 0.00021496223147710047 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.838005892342021, cost: 0.0006550940512000114, fitness inc: 0.0006550940512000114 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718172657036212, cost: 0.0005993984199363922, fitness inc: 0.005993984199363922 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.737768141271147, cost: 0.00047075862675471924, fitness inc: 0.00047075862675471924 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.975650956168629, cost: 0.00024476080828572666, fitness inc: 0.00024476080828572666 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.589714924537946, cost: 1.1088696641126106e-05, fitness inc: 0.00011088696641126106 Fitness: 0.007690446883492741 - Evaluating [15.568144930758942, 3.7094048416542384, 147.7560716114897, 26.61622619989654, 10.41054798096034] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.978680225566848, cost: 3.576074465927448e-05, fitness inc: 3.576074465927448e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.157588039147149, cost: 2.319223020219585e-05, fitness inc: 2.319223020219585e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.767426122263753, cost: 0.0005542769244200052, fitness inc: 0.005542769244200052 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.68808702308459, cost: 2.5218035547558415e-06, fitness inc: 2.5218035547558415e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.866990873660566, cost: 0.0002994274660850227, fitness inc: 0.0002994274660850227 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.734602592039455, cost: 2.949624211545654e-07, fitness inc: 2.949624211545654e-06 Fitness: 0.0059066211129128465 - Evaluating [13.993416320646615, 5.804211488544381, 147.10611220074784, 28.453504336359174, 10.157381418351191] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.150795494960143, cost: 2.691924312736571e-05, fitness inc: 2.691924312736571e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.8360138516930413, cost: 0.001262863691796845, fitness inc: 0.001262863691796845 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.798096532969689, cost: 0.0005270700133562789, fitness inc: 0.005270700133562789 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.954999584486732, cost: 5.242590861431751e-08, fitness inc: 5.242590861431751e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.640235423578345, cost: 3.019433426909579e-05, fitness inc: 3.019433426909579e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.696058327636363, cost: 2.3741141252919817e-07, fitness inc: 2.3741141252919817e-06 Fitness: 0.006593103942790002 - Evaluating [10.968733993719066, 7.9691412441897524, 148.35338600460264, 27.9857084590195, 11.12894973154701] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.066816431688782, cost: 1.1585654069445894e-07, fitness inc: 1.1585654069445894e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.808915630320146, cost: 0.001118919384829109, fitness inc: 0.001118919384829109 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.670863105363726, cost: 1.3473614703940484e-06, fitness inc: 1.3473614703940484e-05 Fitness: 2.2291455381720358 - Evaluating [15.241193522004112, 3.1968735853503905, 146.51583718621615, 28.167432268068374, 10.34127133672794] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.582453548257863, cost: 1.2667360993479093e-05, fitness inc: 1.2667360993479093e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.899909722982503, cost: 9.341433354737028e-06, fitness inc: 9.341433354737028e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.825162097598736, cost: 0.0005036286507937859, fitness inc: 0.005036286507937859 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.779328583225663, cost: 3.862718427105616e-05, fitness inc: 3.862718427105616e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.096785961647292, cost: 0.0008444486526471007, fitness inc: 0.0008444486526471007 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.724753835584154, cost: 7.83051529174017e-08, fitness inc: 7.83051529174017e-07 Fitness: 0.005942154190733406 - Evaluating [14.62032405471802, 4.133847149072883, 148.7858082268654, 27.819395966111188, 10.42106938849643] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.041382591599874, cost: 6.408074215702442e-08, fitness inc: 6.408074215702442e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.1992419725242724, cost: 0.0005980485105810951, fitness inc: 0.0005980485105810951 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.721182928194289, cost: 0.0005965901236836268, fitness inc: 0.0059659012368362685 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.175224537319664, cost: 1.763457812853364e-05, fitness inc: 1.763457812853364e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.333086054998537, cost: 0.0006478995536061127, fitness inc: 0.0006478995536061127 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.007248700858975332 >>>>> Evaluating: >>>>> [14.17588697000571, 6.10572272737317, 148.36490327018183, 27.95387593008614, 11.087281595274513] >>>>> [16.104803183424707, 5.2645720870602135, 149.19339292796855, 29.93747012709773, 8.70035390486417] >>>>> [17.489259494910186, 5.625097602664523, 147.19965393199018, 29.45760734323322, 8.967819574089871] >>>>> [15.609677392533632, 4.717169323623901, 147.92157884328918, 26.280581339096777, 10.990856998157424] >>>>> [15.089816207022485, 4.338615700458892, 147.68034859301216, 28.484098733151626, 9.30280409875465] >>>>> [15.219890424318361, 3.8161355130420103, 149.32491337289227, 29.567520032452933, 10.192656904648233] >>>>> [15.26598683585546, 5.521692548502901, 148.25470565829934, 28.54905971046045, 10.77837625072114] >>>>> [14.31986235623815, 8.107957999477145, 148.09289447448833, 29.169244980212486, 10.057001679936194] >>>>> [15.669094647073079, 5.0249690170926815, 147.6485331197088, 28.88764314581307, 10.486054519009986] >>>>> [16.633002066706403, 4.635697046766938, 149.45690800051017, 24.972438366504665, 11.02617349917742] >> Running individual: {'amp': 14.17588697000571, 'amp_increment': 6.10572272737317, 'period': 148.36490327018183, 'period_increment': 27.95387593008614, 'offset': 11.087281595274513} >> Running individual: {'amp': 16.104803183424707, 'amp_increment': 5.2645720870602135, 'period': 149.19339292796855, 'period_increment': 29.93747012709773, 'offset': 8.70035390486417} >> Running individual: {'amp': 17.489259494910186, 'amp_increment': 5.625097602664523, 'period': 147.19965393199018, 'period_increment': 29.45760734323322, 'offset': 8.967819574089871} >> Running individual: {'amp': 15.609677392533632, 'amp_increment': 4.717169323623901, 'period': 147.92157884328918, 'period_increment': 26.280581339096777, 'offset': 10.990856998157424} >> Running individual: {'amp': 15.089816207022485, 'amp_increment': 4.338615700458892, 'period': 147.68034859301216, 'period_increment': 28.484098733151626, 'offset': 9.30280409875465} >> Running individual: {'amp': 15.219890424318361, 'amp_increment': 3.8161355130420103, 'period': 149.32491337289227, 'period_increment': 29.567520032452933, 'offset': 10.192656904648233} >> Running individual: {'amp': 15.26598683585546, 'amp_increment': 5.521692548502901, 'period': 148.25470565829934, 'period_increment': 28.54905971046045, 'offset': 10.77837625072114} >> Running individual: {'amp': 14.31986235623815, 'amp_increment': 8.107957999477145, 'period': 148.09289447448833, 'period_increment': 29.169244980212486, 'offset': 10.057001679936194} >> Running individual: {'amp': 15.669094647073079, 'amp_increment': 5.0249690170926815, 'period': 147.6485331197088, 'period_increment': 28.88764314581307, 'offset': 10.486054519009986} >> Running individual: {'amp': 16.633002066706403, 'amp_increment': 4.635697046766938, 'period': 149.45690800051017, 'period_increment': 24.972438366504665, 'offset': 11.02617349917742} - Evaluating [14.17588697000571, 6.10572272737317, 148.36490327018183, 27.95387593008614, 11.087281595274513] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.263158248427732, cost: 2.586351902311712e-06, fitness inc: 2.586351902311712e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0885962551205157, cost: 0.0033982083826054055, fitness inc: 0.0033982083826054055 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7400584138385105, cost: 0.0005791311359569784, fitness inc: 0.005791311359569784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.368881097727627, cost: 4.85809509699342e-05, fitness inc: 4.85809509699342e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.194317616498774, cost: 0.00015142821618019386, fitness inc: 0.00015142821618019386 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.671506352086204, cost: 1.3077385476734094e-06, fitness inc: 1.3077385476734094e-05 Fitness: 0.009405192646704363 - Evaluating [16.104803183424707, 5.2645720870602135, 149.19339292796855, 29.93747012709773, 8.70035390486417] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.80514800924887, cost: 1.4167600063119679e-06, fitness inc: 1.4167600063119679e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.404440874928163, cost: 0.0053672654228342775, fitness inc: 0.0053672654228342775 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.702412868631635, cost: 0.0006142082348862266, fitness inc: 0.0061420823488622656 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.069719365663463, cost: 1.2613726629862043e-07, fitness inc: 1.2613726629862043e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.669007372758253, cost: 0.0016594658661897022, fitness inc: 0.0016594658661897022 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.582849486376944, cost: 1.2344619125692624e-05, fitness inc: 0.00012344619125692624 Fitness: 0.013293802726415782 - Evaluating [17.489259494910186, 5.625097602664523, 147.19965393199018, 29.45760734323322, 8.967819574089871] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.45707904121275, cost: 7.92608002085915e-05, fitness inc: 7.92608002085915e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.52143989510016, cost: 0.011441933933365456, fitness inc: 0.011441933933365456 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.793478260868486, cost: 0.0005311230466981121, fitness inc: 0.0053112304669811206 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.08216211929078, cost: 0.00011239032359489087, fitness inc: 0.00011239032359489087 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.146524913840505, cost: 0.003995912907846733, fitness inc: 0.003995912907846733 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.660590965695908, cost: 2.0602295613958432e-06, fitness inc: 2.0602295613958432e-05 Fitness: 0.02096133072761075 - Evaluating [15.609677392533632, 4.717169323623901, 147.92157884328918, 26.280581339096777, 10.990856998157424] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.6005256950377, cost: 9.563302417714414e-05, fitness inc: 9.563302417714414e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.618805073604133, cost: 0.0001355727464578127, fitness inc: 0.0001355727464578127 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.760563380280613, cost: 0.0005604582615664766, fitness inc: 0.005604582615664766 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.317677867563926, cost: 4.5014808287113794e-05, fitness inc: 4.5014808287113794e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.33596392780583, cost: 0.00010286700513262304, fitness inc: 0.00010286700513262304 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.740528128586913, cost: 4.921077948472075e-07, fitness inc: 4.921077948472075e-06 Fitness: 0.005988591277667932 - Evaluating [15.089816207022485, 4.338615700458892, 147.68034859301216, 28.484098733151626, 9.30280409875465] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.39261155412824, cost: 1.377075451403087e-05, fitness inc: 1.377075451403087e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.786999703987003, cost: 0.0005778237786859819, fitness inc: 0.0005778237786859819 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.771244780497737, cost: 0.0005508522405008875, fitness inc: 0.0055085224050088755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.731225394626303, cost: 4.1731498272357115e-05, fitness inc: 4.1731498272357115e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.125618886173836, cost: 3.6839240455943667e-06, fitness inc: 3.6839240455943667e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.67601316834964, cost: 1.0467118334300807e-06, fitness inc: 1.0467118334300807e-05 Fitness: 0.0061559994788611405 - Evaluating [15.219890424318361, 3.8161355130420103, 149.32491337289227, 29.567520032452933, 10.192656904648233] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.41253467707395, cost: 6.355011125447341e-06, fitness inc: 6.355011125447341e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.0272253154305995, cost: 6.942256266517788e-07, fitness inc: 6.942256266517788e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6964285714275, cost: 0.0006198790648537233, fitness inc: 0.0061987906485372335 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.228680750738285, cost: 1.5422705242906787e-05, fitness inc: 1.5422705242906787e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.843349773789175, cost: 0.000312049818719351, fitness inc: 0.000312049818719351 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.589714924538037, cost: 1.1088696640904061e-05, fitness inc: 0.00011088696640904061 Fitness: 0.006644199375660631 - Evaluating [15.26598683585546, 5.521692548502901, 148.25470565829934, 28.54905971046045, 10.77837625072114] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.044353470062713, cost: 4.0720692693008154e-05, fitness inc: 4.0720692693008154e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.487597932083166, cost: 0.00024495147041181387, fitness inc: 0.00024495147041181387 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.745362563236698, cost: 0.0005742716173577911, fitness inc: 0.005742716173577911 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.566053684810612, cost: 6.358266985440064e-05, fitness inc: 6.358266985440064e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.00930135396839, cost: 2.0327136196485185e-08, fitness inc: 2.0327136196485185e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.656108597284158, cost: 2.4185564241330226e-06, fitness inc: 2.4185564241330226e-05 Fitness: 0.00611617689791466 - Evaluating [14.31986235623815, 8.107957999477145, 148.09289447448833, 29.169244980212486, 10.057001679936194] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.37686138643133, cost: 1.4494238708806506e-05, fitness inc: 1.4494238708806506e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.262840247288147, cost: 0.000506864915555516, fitness inc: 0.000506864915555516 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.752194463199465, cost: 0.000568042532468449, fitness inc: 0.0056804253246844905 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.484811923915366, cost: 0.00016005306798860808, fitness inc: 0.00016005306798860808 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.370806812336204, cost: 0.0013098286942043735, fitness inc: 0.0013098286942043735 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.641430666816197, cost: 3.792892434795192e-06, fitness inc: 3.792892434795192e-05 Fitness: 0.0077095951654897465 - Evaluating [15.669094647073079, 5.0249690170926815, 147.6485331197088, 28.88764314581307, 10.486054519009986] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.15513769622874, cost: 4.981726867081537e-05, fitness inc: 4.981726867081537e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.183029803004641, cost: 3.128238343719225e-05, fitness inc: 3.128238343719225e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.772773450726996, cost: 0.0005494842541996503, fitness inc: 0.005494842541996503 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.180108192126923, cost: 3.610662519915042e-05, fitness inc: 3.610662519915042e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.20799753091807, cost: 1.0097785187235253e-05, fitness inc: 1.0097785187235253e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.664438654128466, cost: 1.7755430690158391e-06, fitness inc: 1.775543069015839e-05 Fitness: 0.005639902035181055 - Evaluating [16.633002066706403, 4.635697046766938, 149.45690800051017, 24.972438366504665, 11.02617349917742] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.6591631630461, cost: 0.00026393028170346167, fitness inc: 0.00026393028170346167 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.606816746285106, cost: 0.00034362018813860473, fitness inc: 0.00034362018813860473 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.691201070591099, cost: 0.0006248540245585854, fitness inc: 0.006248540245585854 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.294860433770594, cost: 0.00013652137968467315, fitness inc: 0.00013652137968467315 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.242512157974181, cost: 1.3726381780987396e-05, fitness inc: 1.3726381780987396e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.732630130703051, cost: 2.404698203894995e-07, fitness inc: 2.404698203894995e-06 Fitness: 0.007008743175097476 >>>>> Evaluating: >>>>> [16.2520339953988, 4.323119650524921, 147.38245209752753, 28.88901382166383, 7.546712666634666] >>>>> [14.692799819355614, 4.115709917848759, 145.91836589177584, 29.335999303996033, 11.468550308154608] >>>>> [15.173977449042496, 3.632293651908513, 147.94212643234266, 31.079635114591287, 9.491382030744274] >>>>> [14.807958713275793, 3.6089363929659637, 148.02147179056257, 26.516186441877043, 10.225901204980813] >>>>> [15.715171103388673, 3.322051465149549, 149.44616627009776, 31.300546432465005, 10.112886675638286] >>>>> [15.795411162023543, 5.32504342015694, 147.3562126846746, 29.887572660861597, 10.691497629248346] >>>>> [14.603432627456078, 4.49773635543347, 148.48480981735875, 29.235637125010445, 10.42006196380006] >>>>> [17.196095437274394, 5.714860699658519, 149.55329878984298, 26.0815581012996, 10.320901776055749] >>>>> [15.34850302835156, 4.837566758071883, 146.61391307830903, 29.13298058109009, 9.851428273890177] >>>>> [14.855933439326323, 5.449310738736058, 145.4152203988321, 28.473307751525237, 9.399658069656418] >> Running individual: {'amp': 16.2520339953988, 'amp_increment': 4.323119650524921, 'period': 147.38245209752753, 'period_increment': 28.88901382166383, 'offset': 7.546712666634666} >> Running individual: {'amp': 14.692799819355614, 'amp_increment': 4.115709917848759, 'period': 145.91836589177584, 'period_increment': 29.335999303996033, 'offset': 11.468550308154608} >> Running individual: {'amp': 15.173977449042496, 'amp_increment': 3.632293651908513, 'period': 147.94212643234266, 'period_increment': 31.079635114591287, 'offset': 9.491382030744274} >> Running individual: {'amp': 14.807958713275793, 'amp_increment': 3.6089363929659637, 'period': 148.02147179056257, 'period_increment': 26.516186441877043, 'offset': 10.225901204980813} >> Running individual: {'amp': 15.715171103388673, 'amp_increment': 3.322051465149549, 'period': 149.44616627009776, 'period_increment': 31.300546432465005, 'offset': 10.112886675638286} >> Running individual: {'amp': 15.795411162023543, 'amp_increment': 5.32504342015694, 'period': 147.3562126846746, 'period_increment': 29.887572660861597, 'offset': 10.691497629248346} >> Running individual: {'amp': 14.603432627456078, 'amp_increment': 4.49773635543347, 'period': 148.48480981735875, 'period_increment': 29.235637125010445, 'offset': 10.42006196380006} >> Running individual: {'amp': 17.196095437274394, 'amp_increment': 5.714860699658519, 'period': 149.55329878984298, 'period_increment': 26.0815581012996, 'offset': 10.320901776055749} >> Running individual: {'amp': 15.34850302835156, 'amp_increment': 4.837566758071883, 'period': 146.61391307830903, 'period_increment': 29.13298058109009, 'offset': 9.851428273890177} >> Running individual: {'amp': 14.855933439326323, 'amp_increment': 5.449310738736058, 'period': 145.4152203988321, 'period_increment': 28.473307751525237, 'offset': 9.399658069656418} - Evaluating [16.2520339953988, 4.323119650524921, 147.38245209752753, 28.88901382166383, 7.546712666634666] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.798731823284772, cost: 5.386674193608165e-05, fitness inc: 5.386674193608165e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.705307777754905, cost: 0.012652453188654378, fitness inc: 0.012652453188654378 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7850277055287185, cost: 0.0005385794496415297, fitness inc: 0.005385794496415297 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.121853706665586, cost: 9.144067548538803e-05, fitness inc: 9.144067548538803e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.02843252293648, cost: 0.0021354834515172616, fitness inc: 0.0021354834515172616 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.673436968114373, cost: 1.1923666654034548e-06, fitness inc: 1.1923666654034548e-05 Fitness: 0.02033096222066244 - Evaluating [14.692799819355614, 4.115709917848759, 145.91836589177584, 29.335999303996033, 11.468550308154608] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.16134036820262, cost: 5.035365744310294e-05, fitness inc: 5.035365744310294e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2242380143202496, cost: 0.0029343714483752725, fitness inc: 0.0029343714483752725 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.853226727583154, cost: 0.00047988425772038656, fitness inc: 0.004798842577203866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.277053134865355, cost: 1.9904969269513018e-06, fitness inc: 1.9904969269513018e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.339945174835473, cost: 0.0016482906787426144, fitness inc: 0.0016482906787426144 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.705808513065388, cost: 5.135205682904598e-08, fitness inc: 5.135205682904598e-07 Fitness: 0.009434362379260097 - Evaluating [15.173977449042496, 3.632293651908513, 147.94212643234266, 31.079635114591287, 9.491382030744274] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.665348487644376, cost: 4.1798357326428e-06, fitness inc: 4.1798357326428e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.682582763837602, cost: 0.00043473747429612075, fitness inc: 0.00043473747429612075 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.759801712482024, cost: 0.0005611464126760168, fitness inc: 0.005611464126760168 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.29764151160427, cost: 7.512563896661106e-05, fitness inc: 7.512563896661106e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.314878537268804, cost: 0.00010950307443025054, fitness inc: 0.00010950307443025054 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.58596804826186, cost: 1.1765778712535813e-05, fitness inc: 0.00011765778712535813 Fitness: 0.006352667937311152 - Evaluating [14.807958713275793, 3.6089363929659637, 148.02147179056257, 26.516186441877043, 10.225901204980813] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.03384961886356, cost: 4.289638966259446e-08, fitness inc: 4.289638966259446e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.582047986788804, cost: 0.0001629778576637264, fitness inc: 0.0001629778576637264 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.755995946401355, cost: 0.0005645911582534691, fitness inc: 0.005645911582534691 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.642786279421156, cost: 4.775186388095154e-05, fitness inc: 4.775186388095154e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.190983081018665, cost: 0.0007629883026862849, fitness inc: 0.0007629883026862849 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.729345708719149, cost: 1.620699264792691e-07, fitness inc: 1.620699264792691e-06 Fitness: 0.006621293202420109 - Evaluating [15.715171103388673, 3.322051465149549, 149.44616627009776, 31.300546432465005, 10.112886675638286] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.828043206101313, cost: 2.5600177974482996e-05, fitness inc: 2.5600177974482996e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.602276482729255, cost: 0.00033849955574638546, fitness inc: 0.00033849955574638546 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.691947356679724, cost: 0.0006241425771978948, fitness inc: 0.006241425771978948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.150102093949688, cost: 1.872525145574233e-05, fitness inc: 1.872525145574233e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.924322073775162, cost: 0.00026989873135363496, fitness inc: 0.00026989873135363496 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.532503457813852, cost: 2.361269773420993e-05, fitness inc: 0.0002361269773420993 Fitness: 0.007130276465851293 - Evaluating [15.795411162023543, 5.32504342015694, 147.3562126846746, 29.887572660861597, 10.691497629248346] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.48689601391606, cost: 8.25375236909176e-05, fitness inc: 8.25375236909176e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.103904322726078, cost: 1.0085647649260565e-05, fitness inc: 1.0085647649260565e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.811941049331878, cost: 8.51141603853689e-05, fitness inc: 8.51141603853689e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.428947963264648, cost: 4.293736730243136e-05, fitness inc: 4.293736730243136e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.642067253440753, cost: 3.726899834632924e-06, fitness inc: 3.726899834632924e-05 Fitness: 0.005636945890812872 - Evaluating [14.603432627456078, 4.49773635543347, 148.48480981735875, 29.235637125010445, 10.42006196380006] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.02348398239286, cost: 2.0672468181714976e-08, fitness inc: 2.0672468181714976e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.183359205123184, cost: 0.00062199450313416, fitness inc: 0.00062199450313416 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.734762599617289, cost: 0.0005840034084222401, fitness inc: 0.005840034084222401 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.521220097884413, cost: 5.94218246874334e-06, fitness inc: 5.94218246874334e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.68109675936334, cost: 0.0004057027960759907, fitness inc: 0.0004057027960759907 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.626828719332877, cost: 5.465622223255195e-06, fitness inc: 5.4656222232551954e-05 Fitness: 0.0069283504606020285 - Evaluating [17.196095437274394, 5.714860699658519, 149.55329878984298, 26.0815581012996, 10.320901776055749] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.516983490784874, cost: 0.00023646822261613742, fitness inc: 0.00023646822261613742 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.875182394692409, cost: 0.0032713793865144503, fitness inc: 0.0032713793865144503 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.68672684720722, cost: 0.0006291278605852213, fitness inc: 0.006291278605852213 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.23184515119988, cost: 0.0002707243803644621, fitness inc: 0.0002707243803644621 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.590041605105373, cost: 0.0015628762569130927, fitness inc: 0.0015628762569130927 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.693463903437941, cost: 3.0980594101226444e-07, fitness inc: 3.0980594101226444e-06 Fitness: 0.011635824911670478 - Evaluating [15.34850302835156, 4.837566758071883, 146.61391307830903, 29.13298058109009, 9.851428273890177] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.19992006668108, cost: 1.4928505840394735e-06, fitness inc: 1.4928505840394735e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.497066474556089, cost: 0.00023059854939022628, fitness inc: 0.00023059854939022628 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.821282401090324, cost: 0.0005069561507811127, fitness inc: 0.005069561507811127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.03748843055352, cost: 3.649858948406859e-08, fitness inc: 3.649858948406859e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.33463020321213, cost: 2.61325720659622e-05, fitness inc: 2.61325720659622e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.689576695492944, cost: 4.3627838075543934e-07, fitness inc: 4.3627838075543934e-06 Fitness: 0.005332184762248393 - Evaluating [14.855933439326323, 5.449310738736058, 145.4152203988321, 28.473307751525237, 9.399658069656418] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.25557865447717, cost: 2.0685774571926885e-05, fitness inc: 2.0685774571926885e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.456265995522443, cost: 0.00019430635229178428, fitness inc: 0.00019430635229178428 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.877579092158474, cost: 0.00045974460262354633, fitness inc: 0.004597446026235463 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.70488662106371, cost: 2.2574449484169534e-06, fitness inc: 2.2574449484169534e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.90558205119532, cost: 0.0001913299709305205, fitness inc: 0.0001913299709305205 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.751092707613529, cost: 9.680842335546558e-07, fitness inc: 9.680842335546558e-06 Fitness: 0.0050157064113136585 >>>>> Evaluating: >>>>> [14.182707900864646, 3.8313117326393353, 147.8863740400971, 27.88999054848293, 11.259404743499374] >>>>> [16.289596166541166, 4.925501038327614, 145.89613948933513, 28.958176713373632, 8.59434305949948] >>>>> [15.795411162023543, 4.685993173750744, 147.3562126846746, 29.166296258719807, 9.536202189597455] >>>>> [15.340310772445006, 4.407387254349685, 147.3562126846746, 29.725327987145278, 10.691497629248346] >>>>> [14.369822789302624, 5.513545829855274, 149.18278164493393, 29.287182014602305, 10.242630639969132] >>>>> [16.26394714389283, 5.116359016033574, 146.76598701806086, 26.533312309131823, 10.032860820623958] >>>>> [16.426377863915143, 5.924548739068661, 147.82653909013294, 29.07536065085857, 11.485966972913467] >>>>> [15.996915664635223, 5.7396476937353125, 147.44691206310682, 28.259437967195648, 9.195215067249737] >>>>> [15.258662493777246, 3.9456373568144807, 146.064481203117, 29.35215395367182, 10.03067065011628] >>>>> [15.152363993391042, 5.180883064507455, 146.70461678782772, 28.839321499429452, 11.087104848494702] >> Running individual: {'amp': 14.182707900864646, 'amp_increment': 3.8313117326393353, 'period': 147.8863740400971, 'period_increment': 27.88999054848293, 'offset': 11.259404743499374} >> Running individual: {'amp': 16.289596166541166, 'amp_increment': 4.925501038327614, 'period': 145.89613948933513, 'period_increment': 28.958176713373632, 'offset': 8.59434305949948} >> Running individual: {'amp': 15.795411162023543, 'amp_increment': 4.685993173750744, 'period': 147.3562126846746, 'period_increment': 29.166296258719807, 'offset': 9.536202189597455} >> Running individual: {'amp': 15.340310772445006, 'amp_increment': 4.407387254349685, 'period': 147.3562126846746, 'period_increment': 29.725327987145278, 'offset': 10.691497629248346} >> Running individual: {'amp': 14.369822789302624, 'amp_increment': 5.513545829855274, 'period': 149.18278164493393, 'period_increment': 29.287182014602305, 'offset': 10.242630639969132} >> Running individual: {'amp': 16.26394714389283, 'amp_increment': 5.116359016033574, 'period': 146.76598701806086, 'period_increment': 26.533312309131823, 'offset': 10.032860820623958} >> Running individual: {'amp': 16.426377863915143, 'amp_increment': 5.924548739068661, 'period': 147.82653909013294, 'period_increment': 29.07536065085857, 'offset': 11.485966972913467} >> Running individual: {'amp': 15.996915664635223, 'amp_increment': 5.7396476937353125, 'period': 147.44691206310682, 'period_increment': 28.259437967195648, 'offset': 9.195215067249737} >> Running individual: {'amp': 15.258662493777246, 'amp_increment': 3.9456373568144807, 'period': 146.064481203117, 'period_increment': 29.35215395367182, 'offset': 10.03067065011628} >> Running individual: {'amp': 15.152363993391042, 'amp_increment': 5.180883064507455, 'period': 146.70461678782772, 'period_increment': 28.839321499429452, 'offset': 11.087104848494702} - Evaluating [14.182707900864646, 3.8313117326393353, 147.8863740400971, 27.88999054848293, 11.259404743499374] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.44210187240904, cost: 7.298490089513443e-06, fitness inc: 7.298490089513443e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.923292894142719, cost: 0.004008954466420467, fitness inc: 0.004008954466420467 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.762087230924202, cost: 0.000559082759226559, fitness inc: 0.00559082759226559 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.273412449732945, cost: 1.3685688257325523e-05, fitness inc: 1.3685688257325523e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.754605090978676, cost: 0.002451546076864486, fitness inc: 0.002451546076864486 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688929343496641, cost: 4.5943795579095337e-07, fitness inc: 4.594379557909534e-06 Fitness: 0.012076906693455292 - Evaluating [16.289596166541166, 4.925501038327614, 145.89613948933513, 28.958176713373632, 8.59434305949948] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.883917029654096, cost: 5.026673441932417e-07, fitness inc: 5.026673441932417e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.695250107659253, cost: 0.006734783580978787, fitness inc: 0.006734783580978787 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.854009595612349, cost: 0.0004792301112238606, fitness inc: 0.004792301112238606 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.809432432092013, cost: 9.412085889559663e-07, fitness inc: 9.412085889559663e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.620737986441693, cost: 0.0016000811532620451, fitness inc: 0.0016000811532620451 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.718860802927142, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-07 Fitness: 0.01312875929496471 - Evaluating [15.795411162023543, 4.685993173750744, 147.3562126846746, 29.166296258719807, 9.536202189597455] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.33160057426517, cost: 4.106305535378496e-06, fitness inc: 4.106305535378496e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.259199762376968, cost: 0.001477830623925036, fitness inc: 0.001477830623925036 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.017593504227055, cost: 8.054331535056747e-09, fitness inc: 8.054331535056747e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.945192780637202, cost: 0.00020842963203426823, fitness inc: 0.00020842963203426823 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.665080444141397, cost: 1.7301165967653631e-06, fitness inc: 1.730116596765363e-05 Fitness: 0.007086677975232436 - Evaluating [15.340310772445006, 4.407387254349685, 147.3562126846746, 29.725327987145278, 10.691497629248346] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.03179599248113, cost: 3.974739809642358e-05, fitness inc: 3.974739809642358e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.648804198509228, cost: 0.00011507380754571805, fitness inc: 0.00011507380754571805 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.43918524437437, cost: 5.001407626714638e-06, fitness inc: 5.001407626714638e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.05618998100573, cost: 0.00020779200779952323, fitness inc: 0.00020779200779952323 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.647165123107291, cost: 3.2193117186496423e-06, fitness inc: 3.219311718649642e-05 Fitness: 0.0057788099316934405 - Evaluating [14.369822789302624, 5.513545829855274, 149.18278164493393, 29.287182014602305, 10.242630639969132] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.612444704623663, cost: 5.606052343898327e-06, fitness inc: 5.606052343898327e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.127181730542398, cost: 0.0007104554666544916, fitness inc: 0.0007104554666544916 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7031616579142455, cost: 0.0006135004993080839, fitness inc: 0.006135004993080839 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.125990834769524, cost: 4.117514008639134e-07, fitness inc: 4.117514008639134e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.640724963116421, cost: 3.0112213113442365e-05, fitness inc: 3.0112213113442365e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602868668757499, cost: 8.870585907150286e-06, fitness inc: 8.870585907150286e-05 Fitness: 0.006970296335665038 - Evaluating [16.26394714389283, 5.116359016033574, 146.76598701806086, 26.533312309131823, 10.032860820623958] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.296797010618196, cost: 6.278369595658084e-05, fitness inc: 6.278369595658084e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.2310749292010295, cost: 0.0014126463979187154, fitness inc: 0.0014126463979187154 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.813536225299849, cost: 0.0005136325401774444, fitness inc: 0.005136325401774444 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.413159479357294, cost: 5.177437717551747e-05, fitness inc: 5.177437717551747e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.347435136749526, cost: 0.0004234792560011691, fitness inc: 0.0004234792560011691 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7703404500856355, cost: 2.2453111213627253e-06, fitness inc: 2.2453111213627253e-05 Fitness: 0.007109462240040054 - Evaluating [16.426377863915143, 5.924548739068661, 147.82653909013294, 29.07536065085857, 11.485966972913467] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.912333555102926, cost: 0.00031656089751463945, fitness inc: 0.00031656089751463945 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.94039981507251, cost: 3.310153230517976e-06, fitness inc: 3.310153230517976e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.765136994023051, cost: 0.0005563349606336754, fitness inc: 0.005563349606336754 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.83688054878603, cost: 0.000381534076063339, fitness inc: 0.000381534076063339 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.86495401484603, cost: 0.00017455093168639024, fitness inc: 0.00017455093168639024 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.652911249292477, cost: 2.6917030857553925e-06, fitness inc: 2.6917030857553925e-05 Fitness: 0.006466222695689194 - Evaluating [15.996915664635223, 5.7396476937353125, 147.44691206310682, 28.259437967195648, 9.195215067249737] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.192114466466315, cost: 1.3785804480193065e-06, fitness inc: 1.3785804480193065e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.8016921488253255, cost: 0.0030207524434257005, fitness inc: 0.0030207524434257005 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.782726656114679, cost: 0.0005406187843892685, fitness inc: 0.005406187843892685 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.931756515716728, cost: 2.2509215133470484e-05, fitness inc: 2.2509215133470484e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.541346380752772, cost: 0.0015047499156319866, fitness inc: 0.0015047499156319866 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.690871841565216, cost: 3.917411726117592e-07, fitness inc: 3.917411726117592e-06 Fitness: 0.009959495410257979 - Evaluating [15.258662493777246, 3.9456373568144807, 146.064481203117, 29.35215395367182, 10.03067065011628] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.289323207084486, cost: 3.1261211828059743e-06, fitness inc: 3.1261211828059743e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2279785270535655, cost: 4.8527988694702096e-05, fitness inc: 4.8527988694702096e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84618895481407, cost: 0.0004857848626804717, fitness inc: 0.004857848626804717 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.23496033461939, cost: 1.5172597433776858e-05, fitness inc: 1.5172597433776858e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.17362215939953, cost: 0.0001593066279430566, fitness inc: 0.0001593066279430566 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.701254275939793, cost: 1.213493731055948e-07, fitness inc: 1.213493731055948e-06 Fitness: 0.005085195455790115 - Evaluating [15.152363993391042, 5.180883064507455, 146.70461678782772, 28.839321499429452, 11.087104848494702] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.239466268600953, cost: 5.735563948883193e-05, fitness inc: 5.735563948883193e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.0652367570100765, cost: 0.0008147985198634355, fitness inc: 0.0008147985198634355 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.816632583502668, cost: 0.000510958573011866, fitness inc: 0.00510958573011866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.42034411748418, cost: 5.230212755458208e-05, fitness inc: 5.230212755458208e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.24612889116735, cost: 0.00013258032196239444, fitness inc: 0.00013258032196239444 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.69670730317785, cost: 2.2080658512724227e-07, fitness inc: 2.2080658512724227e-06 Fitness: 0.006168830404839176 >>>>> Evaluating: >>>>> [15.538273887289694, 4.949646062892108, 147.35611129990633, 29.559618965105127, 9.303778743916551] >>>>> [14.677449849394751, 3.0243168418908297, 146.83014328224755, 29.115488730995352, 11.438148348965953] >>>>> [16.886347748386818, 4.799150267700933, 146.43630438176396, 31.92932895911786, 8.953591383059198] >>>>> [16.258587962493223, 5.661577485258337, 147.47694115880012, 28.323949133228336, 9.12916130942586] >>>>> [15.909748145413204, 3.887088126437429, 145.4046105250383, 29.929980780561465, 9.134342016073806] >>>>> [14.721296808411786, 3.71223681588289, 146.8708843115536, 29.451834102762678, 10.784778569974698] >>>>> [15.164538947446323, 5.418746586891925, 145.50410402876074, 29.787431942412113, 9.639632074996127] >>>>> [16.332639601147804, 4.6150397766829805, 148.68192334109497, 29.164063719149777, 9.586525773252632] >>>>> [14.949375726680328, 3.8890775527836956, 147.92591430327718, 25.66146094678633, 8.735923739669042] >>>>> [14.694539884618791, 3.784867660086908, 147.2492079753821, 30.353294807911695, 11.041296870029301] >> Running individual: {'amp': 15.538273887289694, 'amp_increment': 4.949646062892108, 'period': 147.35611129990633, 'period_increment': 29.559618965105127, 'offset': 9.303778743916551} >> Running individual: {'amp': 14.677449849394751, 'amp_increment': 3.0243168418908297, 'period': 146.83014328224755, 'period_increment': 29.115488730995352, 'offset': 11.438148348965953} >> Running individual: {'amp': 16.886347748386818, 'amp_increment': 4.799150267700933, 'period': 146.43630438176396, 'period_increment': 31.92932895911786, 'offset': 8.953591383059198} >> Running individual: {'amp': 16.258587962493223, 'amp_increment': 5.661577485258337, 'period': 147.47694115880012, 'period_increment': 28.323949133228336, 'offset': 9.12916130942586} >> Running individual: {'amp': 15.909748145413204, 'amp_increment': 3.887088126437429, 'period': 145.4046105250383, 'period_increment': 29.929980780561465, 'offset': 9.134342016073806} >> Running individual: {'amp': 14.721296808411786, 'amp_increment': 3.71223681588289, 'period': 146.8708843115536, 'period_increment': 29.451834102762678, 'offset': 10.784778569974698} >> Running individual: {'amp': 15.164538947446323, 'amp_increment': 5.418746586891925, 'period': 145.50410402876074, 'period_increment': 29.787431942412113, 'offset': 9.639632074996127} >> Running individual: {'amp': 16.332639601147804, 'amp_increment': 4.6150397766829805, 'period': 148.68192334109497, 'period_increment': 29.164063719149777, 'offset': 9.586525773252632} >> Running individual: {'amp': 14.949375726680328, 'amp_increment': 3.8890775527836956, 'period': 147.92591430327718, 'period_increment': 25.66146094678633, 'offset': 8.735923739669042} >> Running individual: {'amp': 14.694539884618791, 'amp_increment': 3.784867660086908, 'period': 147.2492079753821, 'period_increment': 30.353294807911695, 'offset': 11.041296870029301} - Evaluating [15.538273887289694, 4.949646062892108, 147.35611129990633, 29.559618965105127, 9.303778743916551] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.84203994676587, cost: 9.309621264996792e-07, fitness inc: 9.309621264996792e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.234486168978812, cost: 0.001420474535153926, fitness inc: 0.001420474535153926 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.791687723040894, cost: 1.12468283186562e-06, fitness inc: 1.12468283186562e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.184130504543527, cost: 0.0003270847437264468, fitness inc: 0.0003270847437264468 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6522722134288905, cost: 2.7480472002405776e-06, fitness inc: 2.7480472002405776e-05 Fitness: 0.0071560975892797085 - Evaluating [14.677449849394751, 3.0243168418908297, 146.83014328224755, 29.115488730995352, 11.438148348965953] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.115588246801327, cost: 4.6464683011948615e-05, fitness inc: 4.6464683011948615e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2392885494303165, cost: 0.0028849830759463124, fitness inc: 0.0028849830759463124 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.810442678773039, cost: 0.0005163110374519775, fitness inc: 0.005163110374519775 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.139908587465403, cost: 1.9177127563163587e-05, fitness inc: 1.9177127563163587e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.263605032392005, cost: 0.0032468726627170597, fitness inc: 0.0032468726627170597 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6837558258488095, cost: 6.660441649319893e-07, fitness inc: 6.6604416493198926e-06 Fitness: 0.011367268365407579 - Evaluating [16.886347748386818, 4.799150267700933, 146.43630438176396, 31.92932895911786, 8.953591383059198] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.8399264695355, cost: 2.634016550406848e-05, fitness inc: 2.634016550406848e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.932745450009601, cost: 0.007964071995417155, fitness inc: 0.007964071995417155 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.82904620987827, cost: 0.0005003083220234128, fitness inc: 0.005003083220234128 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.639078019462413, cost: 1.0589663766658042e-05, fitness inc: 1.0589663766658042e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.731894609461142, cost: 0.0017384494114262017, fitness inc: 0.0017384494114262017 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.606638259698578, cost: 8.28050486223475e-06, fitness inc: 8.28050486223475e-05 Fitness: 0.014825339504970558 - Evaluating [16.258587962493223, 5.661577485258337, 147.47694115880012, 28.323949133228336, 9.12916130942586] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.387734058007563, cost: 5.613968818485304e-06, fitness inc: 5.613968818485304e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.129417917625158, cost: 0.0042145568016921375, fitness inc: 0.0042145568016921375 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.78119349005317, cost: 0.0005419797083707767, fitness inc: 0.005419797083707767 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.049295068277814, cost: 2.8545966482385055e-05, fitness inc: 2.8545966482385055e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.79097245959812, cost: 0.0018143123407825534, fitness inc: 0.0018143123407825534 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688282138793172, cost: 4.831909682367908e-07, fitness inc: 4.8319096823679075e-06 Fitness: 0.011487658071165696 - Evaluating [15.909748145413204, 3.887088126437429, 145.4046105250383, 29.929980780561465, 9.134342016073806] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.044070686215644, cost: 7.266599122424111e-08, fitness inc: 7.266599122424111e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.775386996125486, cost: 0.0029334480394052065, fitness inc: 0.0029334480394052065 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.877579092158474, cost: 0.00045974460262354633, fitness inc: 0.004597446026235463 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.931169016689562, cost: 2.9615169754193538e-05, fitness inc: 2.9615169754193538e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.66248478969228, cost: 0.00010240689135876391, fitness inc: 0.00010240689135876391 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7032052013222305, cost: 8.773493875846583e-08, fitness inc: 8.773493875846583e-07 Fitness: 0.007663866142132436 - Evaluating [14.721296808411786, 3.71223681588289, 146.8708843115536, 29.451834102762678, 10.784778569974698] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.506064531285265, cost: 9.562850528443967e-06, fitness inc: 9.562850528443967e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.936506180327507, cost: 0.0010544307906733552, fitness inc: 0.0010544307906733552 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8088969586916095, cost: 0.0005176519799567902, fitness inc: 0.005176519799567902 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.218303818807684, cost: 1.5840485916185365e-05, fitness inc: 1.5840485916185365e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.648744864355192, cost: 0.0012882713354636088, fitness inc: 0.0012882713354636088 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.671506352086204, cost: 1.3077385476734094e-06, fitness inc: 1.3077385476734094e-05 Fitness: 0.00755770264762623 - Evaluating [15.164538947446323, 5.418746586891925, 145.50410402876074, 29.787431942412113, 9.639632074996127] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.804168147029795, cost: 1.4310483635870952e-06, fitness inc: 1.4310483635870952e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.524885396740093, cost: 0.0002571228640608769, fitness inc: 0.0002571228640608769 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.87285223367589, cost: 0.0004636200442920124, fitness inc: 0.004636200442920124 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.22291480714756, cost: 1.288659112086421e-06, fitness inc: 1.288659112086421e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.943632354615438, cost: 0.0002077421702170179, fitness inc: 0.0002077421702170179 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.704506560181631, cost: 6.833692500762822e-08, fitness inc: 6.833692500762822e-07 Fitness: 0.005104468553923769 - Evaluating [16.332639601147804, 4.6150397766829805, 148.68192334109497, 29.164063719149777, 9.586525773252632] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.919151996780297, cost: 3.154308393160665e-05, fitness inc: 3.154308393160665e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.7461026678102725, cost: 0.0028377488292694597, fitness inc: 0.0028377488292694597 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.725703396479141, cost: 0.0005923853215008545, fitness inc: 0.0059238532150085454 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.534192421366615, cost: 7.399116062511979e-06, fitness inc: 7.399116062511979e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.361145176270876, cost: 0.00043213687908238985, fitness inc: 0.00043213687908238985 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.623031938820506, cost: 5.950479751937188e-06, fitness inc: 5.950479751937188e-05 Fitness: 0.009292185920873886 - Evaluating [14.949375726680328, 3.8890775527836956, 147.92591430327718, 25.66146094678633, 8.735923739669042] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.685290066306372, cost: 6.45206867945225e-05, fitness inc: 6.45206867945225e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.213437719321349, cost: 0.0013725159888261507, fitness inc: 0.0013725159888261507 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.760563380280613, cost: 0.0005604582615664766, fitness inc: 0.005604582615664766 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.574364607993246, cost: 0.00015251356374856861, fitness inc: 0.00015251356374856861 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.102515651485144, cost: 2.4537588634299112e-06, fitness inc: 2.4537588634299112e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.761032377001041, cost: 1.5615411302905002e-06, fitness inc: 1.5615411302905002e-05 Fitness: 0.007212202025200343 - Evaluating [14.694539884618791, 3.784867660086908, 147.2492079753821, 30.353294807911695, 11.041296870029301] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.73582676067563, cost: 2.0216068963074818e-05, fitness inc: 2.0216068963074818e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6532330461806253, cost: 0.001689914815684146, fitness inc: 0.001689914815684146 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.791171477078717, cost: 0.0005331533032327807, fitness inc: 0.0053315330323278065 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.520703655645736, cost: 5.955009396707567e-06, fitness inc: 5.955009396707567e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.438109981988579, cost: 0.001529061839327106, fitness inc: 0.001529061839327106 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.630630630629724, cost: 5.000752797079677e-06, fitness inc: 5.000752797079677e-05 Fitness: 0.008626688293669638 >>>>> Evaluating: >>>>> [15.45488628845658, 4.225959728664781, 145.90031443816252, 28.691848550190713, 9.045884525040298] >>>>> [14.484615120389279, 4.073390973858647, 146.06787418725486, 28.23161554405102, 9.163006430907002] >>>>> [14.27241842807114, 3.711497899272755, 148.1675703067204, 31.146216075438684, 9.603843974283054] >>>>> [13.446595407262159, 7.27306301431641, 148.21174453731015, 29.798287052804316, 9.390324338522474] >>>>> [15.588745629725874, 2.673123378945734, 146.82208222917083, 28.581117615141828, 10.003836390072166] >>>>> [14.98593130119559, 3.786745222118859, 147.35188657765875, 29.02418884827587, 10.919063252564769] >>>>> [13.702248734294397, 4.949646062892108, 150.04857667594678, 30.311259649913367, 10.610570367467485] >>>>> [15.492533915167408, 4.654287996907003, 147.26995197820315, 30.63211048074443, 8.213761251050691] >>>>> [13.545086709623526, 7.100831710476271, 148.6995505159358, 25.567794110273308, 8.682017229235003] >>>>> [14.137359937499406, 6.770865306127856, 148.839009879706, 27.508799436452747, 8.880032187836301] >> Running individual: {'amp': 15.45488628845658, 'amp_increment': 4.225959728664781, 'period': 145.90031443816252, 'period_increment': 28.691848550190713, 'offset': 9.045884525040298} >> Running individual: {'amp': 14.484615120389279, 'amp_increment': 4.073390973858647, 'period': 146.06787418725486, 'period_increment': 28.23161554405102, 'offset': 9.163006430907002} >> Running individual: {'amp': 14.27241842807114, 'amp_increment': 3.711497899272755, 'period': 148.1675703067204, 'period_increment': 31.146216075438684, 'offset': 9.603843974283054} >> Running individual: {'amp': 13.446595407262159, 'amp_increment': 7.27306301431641, 'period': 148.21174453731015, 'period_increment': 29.798287052804316, 'offset': 9.390324338522474} >> Running individual: {'amp': 15.588745629725874, 'amp_increment': 2.673123378945734, 'period': 146.82208222917083, 'period_increment': 28.581117615141828, 'offset': 10.003836390072166} >> Running individual: {'amp': 14.98593130119559, 'amp_increment': 3.786745222118859, 'period': 147.35188657765875, 'period_increment': 29.02418884827587, 'offset': 10.919063252564769} >> Running individual: {'amp': 13.702248734294397, 'amp_increment': 4.949646062892108, 'period': 150.04857667594678, 'period_increment': 30.311259649913367, 'offset': 10.610570367467485} >> Running individual: {'amp': 15.492533915167408, 'amp_increment': 4.654287996907003, 'period': 147.26995197820315, 'period_increment': 30.63211048074443, 'offset': 8.213761251050691} >> Running individual: {'amp': 13.545086709623526, 'amp_increment': 7.100831710476271, 'period': 148.6995505159358, 'period_increment': 25.567794110273308, 'offset': 8.682017229235003} >> Running individual: {'amp': 14.137359937499406, 'amp_increment': 6.770865306127856, 'period': 148.839009879706, 'period_increment': 27.508799436452747, 'offset': 8.880032187836301} - Evaluating [15.45488628845658, 4.225959728664781, 145.90031443816252, 28.691848550190713, 9.045884525040298] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.500762568122894, cost: 9.303068692512184e-06, fitness inc: 9.303068692512184e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.408992055036086, cost: 0.00184964024469636, fitness inc: 0.00184964024469636 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.854009595612349, cost: 0.0004792301112238606, fitness inc: 0.004792301112238606 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.726717944966186, cost: 4.202853074564139e-05, fitness inc: 4.202853074564139e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.634949612409185, cost: 9.40722078834888e-05, fitness inc: 9.40722078834888e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.727376861396563, cost: 1.2246394243131675e-07, fitness inc: 1.2246394243131675e-06 Fitness: 0.006788569803680922 - Evaluating [14.484615120389279, 4.073390973858647, 146.06787418725486, 28.23161554405102, 9.163006430907002] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.647610442220472, cost: 6.827189431446445e-05, fitness inc: 6.827189431446445e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.321596170669884, cost: 9.655010548548226e-05, fitness inc: 9.655010548548226e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84618895481407, cost: 0.0004857848626804717, fitness inc: 0.004857848626804717 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.721004110117605, cost: 0.00013463300387794863, fitness inc: 0.00013463300387794863 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.394992943181666, cost: 8.539198504586842e-05, fitness inc: 8.539198504586842e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.737234652896388, cost: 3.763378744192636e-07, fitness inc: 3.763378744192636e-06 Fitness: 0.005246458994272674 - Evaluating [14.27241842807114, 3.711497899272755, 148.1675703067204, 31.146216075438684, 9.603843974283054] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.87624927874827, cost: 4.7139100394000266e-05, fitness inc: 4.7139100394000266e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.668565059126248, cost: 0.00010248797557033118, fitness inc: 0.00010248797557033118 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.749156355454492, cost: 0.0005708083848914303, fitness inc: 0.005708083848914303 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.587747697763028, cost: 0.00015083549463590362, fitness inc: 0.00015083549463590362 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.380066315453721, cost: 0.0006119147814779291, fitness inc: 0.0006119147814779291 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.576467307959595, cost: 1.3572549535156853e-05, fitness inc: 0.00013572549535156853 Fitness: 0.006756186696344035 - Evaluating [13.446595407262159, 7.27306301431641, 148.21174453731015, 29.798287052804316, 9.390324338522474] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.836911388037986, cost: 0.00017464339250550243, fitness inc: 0.00017464339250550243 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.056264516547555, cost: 0.0008305028736627085, fitness inc: 0.0008305028736627085 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.747638326584619, cost: 0.0005721928903432705, fitness inc: 0.005721928903432705 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.10997029604582, cost: 3.1371867170726375e-07, fitness inc: 3.1371867170726375e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.32932166269253, cost: 0.0004121751111497707, fitness inc: 0.0004121751111497707 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6173463655759965, cost: 6.715064081674882e-06, fitness inc: 6.715064081674882e-05 Fitness: 0.007206714640239142 - Evaluating [15.588745629725874, 2.673123378945734, 146.82208222917083, 28.581117615141828, 10.003836390072166] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.592570203063836, cost: 1.3111179914537807e-05, fitness inc: 1.3111179914537807e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.584898873864492, cost: 0.00031925540056199075, fitness inc: 0.00031925540056199075 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8112158020195785, cost: 0.0005156409892975722, fitness inc: 0.005156409892975722 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.26568516028463, cost: 7.797243276419508e-05, fitness inc: 7.797243276419508e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.258012490108872, cost: 0.0007075321888981856, fitness inc: 0.0007075321888981856 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.701254275939793, cost: 1.213493731055948e-07, fitness inc: 1.213493731055948e-06 Fitness: 0.006275494588845687 - Evaluating [14.98593130119559, 3.786745222118859, 147.35188657765875, 29.02418884827587, 10.919063252564769] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.904979302519823, cost: 3.057791684035749e-05, fitness inc: 3.057791684035749e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.066859482240272, cost: 0.0008119741883244602, fitness inc: 0.0008119741883244602 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.786562606038962, cost: 0.0005372212634213724, fitness inc: 0.005372212634213724 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.69173140785642, cost: 2.4632125447121567e-06, fitness inc: 2.4632125447121567e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.8536048446501585, cost: 0.0010737898887703823, fitness inc: 0.0010737898887703823 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.669577049551193, cost: 1.428353361587753e-06, fitness inc: 1.428353361587753e-05 Fitness: 0.007305301374309514 - Evaluating [13.702248734294397, 4.949646062892108, 150.04857667594678, 30.311259649913367, 10.610570367467485] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.312809442337645, cost: 1.762727759146987e-05, fitness inc: 1.762727759146987e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0916696152920355, cost: 0.0033873258770620307, fitness inc: 0.0033873258770620307 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.664445184937284, cost: 0.0006506280679323684, fitness inc: 0.006506280679323684 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.262455059597492, cost: 1.41015907516584e-05, fitness inc: 1.41015907516584e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.041314416528401, cost: 0.0008943472229557825, fitness inc: 0.0008943472229557825 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.544774050456634, cost: 2.053256180434282e-05, fitness inc: 0.0002053256180434282 Fitness: 0.011025008265728053 - Evaluating [15.492533915167408, 4.654287996907003, 147.26995197820315, 30.63211048074443, 8.213761251050691] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.706284106534515, cost: 6.247658744928941e-05, fitness inc: 6.247658744928941e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.278760240458477, cost: 0.004823479657397489, fitness inc: 0.004823479657397489 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.790402897237489, cost: 0.0005338306078530586, fitness inc: 0.005338306078530586 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.360578313060092, cost: 6.967375642652485e-05, fitness inc: 6.967375642652485e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.93304873319209, cost: 0.0008711664937567365, fitness inc: 0.0008711664937567365 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.621135469363906, cost: 6.200378363740988e-06, fitness inc: 6.200378363740988e-05 Fitness: 0.011227106357198036 - Evaluating [13.545086709623526, 7.100831710476271, 148.6995505159358, 25.567794110273308, 8.682017229235003] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.227095462684748, cost: 0.00028696489104873546, fitness inc: 0.00028696489104873546 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.863062773264384, cost: 1.7489601844555835e-05, fitness inc: 1.7489601844555835e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.724949562877204, cost: 0.0005930854833201549, fitness inc: 0.005930854833201549 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.327925442258948, cost: 1.1709096414014297e-05, fitness inc: 1.1709096414014297e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.96389264053182, cost: 0.0008991634516745117, fitness inc: 0.0008991634516745117 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.738551589577874, cost: 4.207698590663611e-07, fitness inc: 4.207698590663611e-06 Fitness: 0.00715038957277403 - Evaluating [14.137359937499406, 6.770865306127856, 148.839009879706, 27.508799436452747, 8.880032187836301] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.017380513867703, cost: 0.00014672113392799613, fitness inc: 0.00014672113392799613 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2573175347979335, cost: 6.181826633100407e-05, fitness inc: 6.181826633100407e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718924972003405, cost: 0.0005986959647787948, fitness inc: 0.005986959647787948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.788249121583238, cost: 1.1621252599125498e-06, fitness inc: 1.1621252599125498e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.028177621580756, cost: 0.0009589339609363812, fitness inc: 0.0009589339609363812 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.670863105363726, cost: 1.3473614703940484e-06, fitness inc: 1.3473614703940484e-05 Fitness: 0.007169068748947183 >>>>> Evaluating: >>>>> [15.947737777036469, 6.257065775040485, 147.1848380624053, 29.77093200058581, 9.308988926471384] >>>>> [14.994626539425024, 5.559960049656895, 145.79102068797988, 30.16660397146264, 11.507082794955013] >>>>> [14.953179500943742, 6.547852113114838, 146.35880206139313, 27.506937621088845, 9.339715095142957] >>>>> [15.653888315110873, 6.898662755540765, 148.82234499635624, 27.491227091437537, 9.392893187099926] >>>>> [14.603198908744945, 4.892225450067969, 148.14686156947948, 28.967323990935103, 9.145613847479904] >>>>> [14.180703964924819, 3.2308683484230922, 147.5196698465772, 29.176643414579022, 9.047217631333833] >>>>> [13.500040204611713, 7.650248688092202, 145.90240646231734, 28.598441560358097, 10.81142631451969] >>>>> [13.830301664893792, 5.724392007286256, 148.49832445411613, 28.226310133204244, 9.727017266834812] >>>>> [14.423494596671862, 7.731474108322706, 147.66638250240126, 28.253047878242608, 9.156319868064276] >>>>> [16.31174454243041, 4.26960096611241, 148.82493182395706, 26.801572543222324, 11.125504366064112] >> Running individual: {'amp': 15.947737777036469, 'amp_increment': 6.257065775040485, 'period': 147.1848380624053, 'period_increment': 29.77093200058581, 'offset': 9.308988926471384} >> Running individual: {'amp': 14.994626539425024, 'amp_increment': 5.559960049656895, 'period': 145.79102068797988, 'period_increment': 30.16660397146264, 'offset': 11.507082794955013} >> Running individual: {'amp': 14.953179500943742, 'amp_increment': 6.547852113114838, 'period': 146.35880206139313, 'period_increment': 27.506937621088845, 'offset': 9.339715095142957} >> Running individual: {'amp': 15.653888315110873, 'amp_increment': 6.898662755540765, 'period': 148.82234499635624, 'period_increment': 27.491227091437537, 'offset': 9.392893187099926} >> Running individual: {'amp': 14.603198908744945, 'amp_increment': 4.892225450067969, 'period': 148.14686156947948, 'period_increment': 28.967323990935103, 'offset': 9.145613847479904} >> Running individual: {'amp': 14.180703964924819, 'amp_increment': 3.2308683484230922, 'period': 147.5196698465772, 'period_increment': 29.176643414579022, 'offset': 9.047217631333833} >> Running individual: {'amp': 13.500040204611713, 'amp_increment': 7.650248688092202, 'period': 145.90240646231734, 'period_increment': 28.598441560358097, 'offset': 10.81142631451969} >> Running individual: {'amp': 13.830301664893792, 'amp_increment': 5.724392007286256, 'period': 148.49832445411613, 'period_increment': 28.226310133204244, 'offset': 9.727017266834812} >> Running individual: {'amp': 14.423494596671862, 'amp_increment': 7.731474108322706, 'period': 147.66638250240126, 'period_increment': 28.253047878242608, 'offset': 9.156319868064276} >> Running individual: {'amp': 16.31174454243041, 'amp_increment': 4.26960096611241, 'period': 148.82493182395706, 'period_increment': 26.801572543222324, 'offset': 11.125504366064112} - Evaluating [15.947737777036469, 6.257065775040485, 147.1848380624053, 29.77093200058581, 9.308988926471384] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.25671492545766, cost: 2.4612733994233693e-06, fitness inc: 2.4612733994233693e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.6387358199816076, cost: 0.002500349746299868, fitness inc: 0.002500349746299868 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.794247537084188, cost: 0.000530446847767152, fitness inc: 0.00530446847767152 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.51377896080824, cost: 5.940908019141933e-05, fitness inc: 5.940908019141933e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.895804315052644, cost: 0.0019528941856526982, fitness inc: 0.0019528941856526982 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.650994575044298, cost: 2.8624470751470454e-06, fitness inc: 2.8624470751470454e-05 Fitness: 0.0098482072339664 - Evaluating [14.994626539425024, 5.559960049656895, 145.79102068797988, 30.16660397146264, 11.507082794955013] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.50169880869066, cost: 8.418891703065867e-05, fitness inc: 8.418891703065867e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4875344351117974, cost: 0.0021304069976391116, fitness inc: 0.0021304069976391116 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.858710562413181, cost: 0.0004753114612507936, fitness inc: 0.004753114612507936 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.06165918494813, cost: 0.0001101880953220391, fitness inc: 0.0001101880953220391 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.047494250124753, cost: 0.0002116379202595775, fitness inc: 0.0002116379202595775 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6831097976803795, cost: 6.945300533578447e-07, fitness inc: 6.945300533578447e-06 Fitness: 0.007296481843292901 - Evaluating [14.953179500943742, 6.547852113114838, 146.35880206139313, 27.506937621088845, 9.339715095142957] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.292882088818068, cost: 1.8664475494922783e-05, fitness inc: 1.8664475494922783e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.613452095585964, cost: 0.0003511727839111689, fitness inc: 0.0003511727839111689 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.832934745472098, cost: 0.0004969951956701468, fitness inc: 0.004969951956701468 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.840736472138868, cost: 1.832653328981415e-05, fitness inc: 1.832653328981415e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.16130639294872, cost: 0.0010888099734480683, fitness inc: 0.0010888099734480683 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.751754285056025, cost: 1.0031981018121527e-06, fitness inc: 1.0031981018121527e-05 Fitness: 0.006456957703863564 - Evaluating [15.653888315110873, 6.898662755540765, 148.82234499635624, 27.491227091437537, 9.392893187099926] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.046769681362928, cost: 8.182887278884721e-08, fitness inc: 8.182887278884721e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.260984878880715, cost: 0.0014820173433903738, fitness inc: 0.0014820173433903738 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7196774554810625, cost: 0.0005979937635338661, fitness inc: 0.005979937635338661 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.945434389351963, cost: 9.811607383425347e-05, fitness inc: 9.811607383425347e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.15964148459393, cost: 0.0023240932147533533, fitness inc: 0.0023240932147533533 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.672149744752351, cost: 1.268698172518512e-06, fitness inc: 1.268698172518512e-05 Fitness: 0.009896933077914616 - Evaluating [14.603198908744945, 4.892225450067969, 148.14686156947948, 28.967323990935103, 9.145613847479904] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.748803744829253, cost: 5.8437417867707175e-05, fitness inc: 5.8437417867707175e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.457571105100271, cost: 0.00019541920201715524, fitness inc: 0.00019541920201715524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.749915626053599, cost: 0.0005701165266277508, fitness inc: 0.005701165266277508 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.641028598279803, cost: 4.7875624601734224e-05, fitness inc: 4.7875624601734224e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.349796817436859, cost: 2.8554786109413755e-05, fitness inc: 2.8554786109413755e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.646527385656912, cost: 3.2807778757026895e-06, fitness inc: 3.2807778757026895e-05 Fitness: 0.006064260075630545 - Evaluating [14.180703964924819, 3.2308683484230922, 147.5196698465772, 29.176643414579022, 9.047217631333833] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.227913363402006, cost: 0.00011721796682562236, fitness inc: 0.00011721796682562236 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.1334746352064125, cost: 1.6639623602099363e-05, fitness inc: 1.6639623602099363e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.778895040107383, cost: 0.0005440231407837226, fitness inc: 0.005440231407837226 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.458775916390252, cost: 0.00032500717650740807, fitness inc: 0.00032500717650740807 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.364351951482002, cost: 0.0006238370678973704, fitness inc: 0.0006238370678973704 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659309564232253, cost: 2.1597356201219498e-06, fitness inc: 2.1597356201219498e-05 Fitness: 0.006544530598870946 - Evaluating [13.500040204611713, 7.650248688092202, 145.90240646231734, 28.598441560358097, 10.81142631451969] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.31146253482971, cost: 1.7696448506243634e-05, fitness inc: 1.7696448506243634e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.688599108513011, cost: 0.004961552811012959, fitness inc: 0.004961552811012959 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.854009595612349, cost: 0.0004792301112238606, fitness inc: 0.004792301112238606 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.96170493620758, cost: 9.976392308475024e-05, fitness inc: 9.976392308475024e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.338855513562715, cost: 2.679659818394242e-05, fitness inc: 2.679659818394242e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.73065902578705, cost: 1.9156927166807947e-07, fitness inc: 1.9156927166807947e-06 Fitness: 0.009900026585743182 - Evaluating [13.830301664893792, 5.724392007286256, 148.49832445411613, 28.226310133204244, 9.727017266834812] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.55731405889649, cost: 7.769261650292236e-05, fitness inc: 7.769261650292236e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.103272821358323, cost: 0.0007498838333138691, fitness inc: 0.0007498838333138691 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.734006734005659, cost: 0.0005847004838883674, fitness inc: 0.005847004838883674 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.281703184154924, cost: 1.3375139226501354e-05, fitness inc: 1.3375139226501354e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.827663979556023, cost: 6.927335994832973e-06, fitness inc: 6.927335994832973e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658669081031232, cost: 2.2103513515059348e-06, fitness inc: 2.2103513515059348e-05 Fitness: 0.006716987277436859 - Evaluating [14.423494596671862, 7.731474108322706, 147.66638250240126, 28.253047878242608, 9.156319868064276] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.57980300507806, cost: 7.528941440837489e-05, fitness inc: 7.528941440837489e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.267161652846514, cost: 6.663744178614373e-05, fitness inc: 6.663744178614373e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.772009029344294, cost: 0.000550168112308902, fitness inc: 0.0055016811230890195 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.311277880545475, cost: 4.457862470508278e-05, fitness inc: 4.457862470508278e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.998637488278058, cost: 0.0020937585155562655, fitness inc: 0.0020937585155562655 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.684402000908593, cost: 6.381484667361548e-07, fitness inc: 6.381484667361548e-06 Fitness: 0.007788326604212248 - Evaluating [16.31174454243041, 4.26960096611241, 148.82493182395706, 26.801572543222324, 11.125504366064112] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.43723595197688, cost: 0.00022172473483939026, fitness inc: 0.00022172473483939026 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.186226842516927, cost: 3.238444308695243e-05, fitness inc: 3.238444308695243e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718924972003406, cost: 0.0005986959647787948, fitness inc: 0.005986959647787948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.706839655073164, cost: 7.552735139271238e-05, fitness inc: 7.552735139271238e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.455830730510288, cost: 6.908220078283289e-05, fitness inc: 6.908220078283289e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.694112287893405, cost: 2.908118454936215e-07, fitness inc: 2.908118454936215e-06 Fitness: 0.0063885864963447725 >>>>> Evaluating: >>>>> [14.493907799384207, 4.783672221554675, 147.94787192632623, 29.662916322242243, 10.33735455259103] >>>>> [16.419350397092675, 4.029599161634245, 150.17093921388627, 28.173032916614794, 8.954297740410608] >>>>> [14.811761612426688, 6.470369982656579, 147.91076647943476, 28.810480175675238, 9.020600036562403] >>>>> [16.354714310742775, 8.587332443945899, 146.32152628197994, 27.366157062719036, 9.928571713429399] >>>>> [15.21986505685199, 2.517856689536215, 148.04501230935634, 28.536362678927045, 8.15522518361876] >>>>> [16.221057382307134, 3.5276396994356776, 147.94484982880365, 27.360016470118854, 8.465743855694372] >>>>> [14.299321751667492, 5.837941515890191, 147.03775761658648, 28.43811146855673, 9.176758893930144] >>>>> [16.02589958493645, 4.747425255353962, 147.18532370000776, 29.762849797439216, 10.17468650919723] >>>>> [14.79264053702377, 6.722971104895793, 144.6323249444434, 26.75984002381794, 8.69195751691279] >>>>> [15.522998035408355, 6.434033650371758, 145.75138328004596, 28.812783562191218, 10.290836315423107] >> Running individual: {'amp': 14.493907799384207, 'amp_increment': 4.783672221554675, 'period': 147.94787192632623, 'period_increment': 29.662916322242243, 'offset': 10.33735455259103} >> Running individual: {'amp': 16.419350397092675, 'amp_increment': 4.029599161634245, 'period': 150.17093921388627, 'period_increment': 28.173032916614794, 'offset': 8.954297740410608} >> Running individual: {'amp': 14.811761612426688, 'amp_increment': 6.470369982656579, 'period': 147.91076647943476, 'period_increment': 28.810480175675238, 'offset': 9.020600036562403} >> Running individual: {'amp': 16.354714310742775, 'amp_increment': 8.587332443945899, 'period': 146.32152628197994, 'period_increment': 27.366157062719036, 'offset': 9.928571713429399} >> Running individual: {'amp': 15.21986505685199, 'amp_increment': 2.517856689536215, 'period': 148.04501230935634, 'period_increment': 28.536362678927045, 'offset': 8.15522518361876} >> Running individual: {'amp': 16.221057382307134, 'amp_increment': 3.5276396994356776, 'period': 147.94484982880365, 'period_increment': 27.360016470118854, 'offset': 8.465743855694372} >> Running individual: {'amp': 14.299321751667492, 'amp_increment': 5.837941515890191, 'period': 147.03775761658648, 'period_increment': 28.43811146855673, 'offset': 9.176758893930144} >> Running individual: {'amp': 16.02589958493645, 'amp_increment': 4.747425255353962, 'period': 147.18532370000776, 'period_increment': 29.762849797439216, 'offset': 10.17468650919723} >> Running individual: {'amp': 14.79264053702377, 'amp_increment': 6.722971104895793, 'period': 144.6323249444434, 'period_increment': 26.75984002381794, 'offset': 8.69195751691279} >> Running individual: {'amp': 15.522998035408355, 'amp_increment': 6.434033650371758, 'period': 145.75138328004596, 'period_increment': 28.812783562191218, 'offset': 10.290836315423107} - Evaluating [14.493907799384207, 4.783672221554675, 147.94787192632623, 29.662916322242243, 10.33735455259103] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.831254059824506, cost: 1.0624799293701415e-06, fitness inc: 1.0624799293701415e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.1565406728503795, cost: 0.0006634928739085444, fitness inc: 0.0006634928739085444 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.759040216288211, cost: 0.0005618348300994169, fitness inc: 0.005618348300994169 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.614922530705485, cost: 3.8437670719648764e-06, fitness inc: 3.8437670719648764e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.940212643595164, cost: 0.00026198525266407646, fitness inc: 0.00026198525266407646 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.62999662200112, cost: 5.076839475148809e-06, fitness inc: 5.076839475148809e-05 Fitness: 0.006599501069319613 - Evaluating [16.419350397092675, 4.029599161634245, 150.17093921388627, 28.173032916614794, 8.954297740410608] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.373635953345563, cost: 5.213190470088058e-06, fitness inc: 5.213190470088058e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.4650435316514825, cost: 0.00563968269005477, fitness inc: 0.00563968269005477 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.658528465208121, cost: 0.0006563978571029194, fitness inc: 0.006563978571029194 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.403239724089634, cost: 9.231751453731007e-06, fitness inc: 9.231751453731007e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.494638803713691, cost: 0.0005210081167885683, fitness inc: 0.0005210081167885683 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.607267018054494, cost: 8.184056896842762e-06, fitness inc: 8.184056896842762e-05 Fitness: 0.01282095488876478 - Evaluating [14.811761612426688, 6.470369982656579, 147.91076647943476, 28.810480175675238, 9.020600036562403] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.832354118508825, cost: 5.089362351518023e-05, fitness inc: 5.089362351518023e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.791145948701611, cost: 0.000583924320475715, fitness inc: 0.000583924320475715 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.761325219741994, cost: 0.0005597703770052753, fitness inc: 0.005597703770052753 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.30272213514237, cost: 2.3763751167971137e-06, fitness inc: 2.3763751167971137e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.261520597497674, cost: 0.001191996748675428, fitness inc: 0.001191996748675428 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658669081031231, cost: 2.2103513515059348e-06, fitness inc: 2.2103513515059348e-05 Fitness: 0.007448998351350933 - Evaluating [16.354714310742775, 8.587332443945899, 146.32152628197994, 27.366157062719036, 9.928571713429399] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.283276725200214, cost: 6.148149391915769e-05, fitness inc: 6.148149391915769e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.426126286243665, cost: 0.0018948120674258107, fitness inc: 0.0018948120674258107 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.834491399930572, cost: 0.0004956719688159472, fitness inc: 0.004956719688159472 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.87060996288878, cost: 0.0006146680404341964, fitness inc: 0.0006146680404341964 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.01345502173579, cost: 0.00583068752254734, fitness inc: 0.00583068752254734 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.757052389175824, cost: 1.3069629773987401e-06, fitness inc: 1.3069629773987401e-05 Fitness: 0.013371438442259964 - Evaluating [15.21986505685199, 2.517856689536215, 148.04501230935634, 28.536362678927045, 8.15522518361876] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.375078634610826, cost: 9.855870366315411e-05, fitness inc: 9.855870366315411e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.064628413706731, cost: 0.003963001230431473, fitness inc: 0.003963001230431473 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.754474839580147, cost: 0.0005659709141356828, fitness inc: 0.005659709141356828 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.892935552299495, cost: 0.00043712087621772255, fitness inc: 0.00043712087621772255 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.582488755670207, cost: 4.06659785914254e-05, fitness inc: 4.06659785914254e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.010218208829341768 - Evaluating [16.221057382307134, 3.5276396994356776, 147.94484982880365, 27.360016470118854, 8.465743855694372] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.6867898373278, cost: 3.661315271630272e-06, fitness inc: 3.661315271630272e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.75529927430718, cost: 0.007036083151899408, fitness inc: 0.007036083151899408 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.759040216288211, cost: 0.0005618348300994169, fitness inc: 0.005618348300994169 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.214421605919796, cost: 8.264973788185692e-05, fitness inc: 8.264973788185692e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.282950913219377, cost: 0.00038393235394684755, fitness inc: 0.00038393235394684755 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.703855806524298, cost: 7.773449550718681e-08, fitness inc: 7.773449550718681e-07 Fitness: 0.013125452204948984 - Evaluating [14.299321751667492, 5.837941515890191, 147.03775761658648, 28.43811146855673, 9.176758893930144] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.47606898647018, cost: 8.66890765319761e-05, fitness inc: 8.66890765319761e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.122552252613783, cost: 1.4028692934209275e-05, fitness inc: 1.4028692934209275e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.801178871003227, cost: 0.0005243735526732074, fitness inc: 0.005243735526732074 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.314008161053348, cost: 1.2199077842223183e-05, fitness inc: 1.2199077842223183e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.960495714965257, cost: 0.00021523163608938578, fitness inc: 0.00021523163608938578 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6993046848275375, cost: 1.6037480032871088e-07, fitness inc: 1.6037480032871088e-06 Fitness: 0.0055734877581331554 - Evaluating [16.02589958493645, 4.747425255353962, 147.18532370000776, 29.762849797439216, 10.17468650919723] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.200574148655345, cost: 5.381301082041379e-05, fitness inc: 5.381301082041379e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.85119946508135, cost: 0.0006758688109015365, fitness inc: 0.0006758688109015365 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.794247537084188, cost: 0.000530446847767152, fitness inc: 0.00530446847767152 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.948001706792226, cost: 2.330090852864508e-05, fitness inc: 2.330090852864508e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.598628332253881, cost: 8.361892158792461e-05, fitness inc: 8.361892158792461e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.650994575044298, cost: 2.8624470751470454e-06, fitness inc: 2.8624470751470454e-05 Fitness: 0.0061696946002615105 - Evaluating [14.79264053702377, 6.722971104895793, 144.6323249444434, 26.75984002381794, 8.69195751691279] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.484583627666847, cost: 8.572312199428556e-05, fitness inc: 8.572312199428556e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.100672334973798, cost: 0.0011295557092060315, fitness inc: 0.0011295557092060315 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.91403549204777, cost: 0.00043040062313315364, fitness inc: 0.004304006231331536 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.20755486503204, cost: 1.1172115457203091e-06, fitness inc: 1.1172115457203091e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.82364064477511, cost: 0.001856953945275186, fitness inc: 0.001856953945275186 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.834305717618679, cost: 1.0293324904098178e-05, fitness inc: 0.00010293324904098178 Fitness: 0.0074802894683937415 - Evaluating [15.522998035408355, 6.434033650371758, 145.75138328004596, 28.812783562191218, 10.290836315423107] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.81381930818872, cost: 2.4728297339460248e-05, fitness inc: 2.4728297339460248e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.23215219928595, cost: 5.0320620386457016e-05, fitness inc: 5.0320620386457016e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.861063464835965, cost: 0.0004733561521726992, fitness inc: 0.004733561521726992 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.24785559586551, cost: 0.00013098681669521106, fitness inc: 0.00013098681669521106 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.666184831021642, cost: 0.0006473832986568784, fitness inc: 0.0006473832986568784 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.728032993469127, cost: 1.350474316819117e-07, fitness inc: 1.3504743168191169e-06 Fitness: 0.005588331029121818 >>>>> Evaluating: >>>>> [15.167719095991147, 5.569280631658127, 146.61296776226396, 29.475736935098734, 11.014567561066844] >>>>> [14.70111479112628, 7.733943709803469, 147.70410661670007, 30.73360936017947, 8.03690844428323] >>>>> [16.71578935245298, 3.515771939532214, 145.87174288784595, 30.21156358548693, 11.209751042697881] >>>>> [14.371693597899963, 4.342751464724072, 145.35976448428886, 27.86165246512431, 11.881342172888928] >>>>> [14.493107058626016, 5.29674139789397, 147.00994848374248, 29.778044957601537, 9.967103467618307] >>>>> [13.252333882166052, 4.90257609792618, 145.85362228087303, 29.50520597565628, 8.881725892767108] >>>>> [14.746248988101254, 5.517021754143965, 147.5948695918493, 29.584212701169466, 11.139303186274262] >>>>> [14.957271757683692, 4.3070757342356085, 146.13501211707387, 29.836450906785576, 9.565824931992662] >>>>> [14.496445169320857, 5.218963278787349, 144.94548582297355, 28.729180385655955, 10.948519868565961] >>>>> [14.703807679426689, 7.832811049316541, 144.79574585808862, 29.055756993381816, 8.484564340548264] >> Running individual: {'amp': 15.167719095991147, 'amp_increment': 5.569280631658127, 'period': 146.61296776226396, 'period_increment': 29.475736935098734, 'offset': 11.014567561066844} >> Running individual: {'amp': 14.70111479112628, 'amp_increment': 7.733943709803469, 'period': 147.70410661670007, 'period_increment': 30.73360936017947, 'offset': 8.03690844428323} >> Running individual: {'amp': 16.71578935245298, 'amp_increment': 3.515771939532214, 'period': 145.87174288784595, 'period_increment': 30.21156358548693, 'offset': 11.209751042697881} >> Running individual: {'amp': 14.371693597899963, 'amp_increment': 4.342751464724072, 'period': 145.35976448428886, 'period_increment': 27.86165246512431, 'offset': 11.881342172888928} >> Running individual: {'amp': 14.493107058626016, 'amp_increment': 5.29674139789397, 'period': 147.00994848374248, 'period_increment': 29.778044957601537, 'offset': 9.967103467618307} >> Running individual: {'amp': 13.252333882166052, 'amp_increment': 4.90257609792618, 'period': 145.85362228087303, 'period_increment': 29.50520597565628, 'offset': 8.881725892767108} >> Running individual: {'amp': 14.746248988101254, 'amp_increment': 5.517021754143965, 'period': 147.5948695918493, 'period_increment': 29.584212701169466, 'offset': 11.139303186274262} >> Running individual: {'amp': 14.957271757683692, 'amp_increment': 4.3070757342356085, 'period': 146.13501211707387, 'period_increment': 29.836450906785576, 'offset': 9.565824931992662} >> Running individual: {'amp': 14.496445169320857, 'amp_increment': 5.218963278787349, 'period': 144.94548582297355, 'period_increment': 28.729180385655955, 'offset': 10.948519868565961} >> Running individual: {'amp': 14.703807679426689, 'amp_increment': 7.832811049316541, 'period': 144.79574585808862, 'period_increment': 29.055756993381816, 'offset': 8.484564340548264} - Evaluating [15.167719095991147, 5.569280631658127, 146.61296776226396, 29.475736935098734, 11.014567561066844] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.1822764286606, cost: 5.218535178430628e-05, fitness inc: 5.218535178430628e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.1531438439756165, cost: 0.0006688444694167295, fitness inc: 0.0006688444694167295 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.821282401090324, cost: 0.0005069561507811127, fitness inc: 0.005069561507811127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.75156189117178, cost: 7.953670982530081e-05, fitness inc: 7.953670982530081e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.722414803887315, cost: 1.797477787879309e-05, fitness inc: 1.797477787879309e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.678591709255193, cost: 9.104226383893632e-07, fitness inc: 9.104226383893632e-06 Fitness: 0.00589720704310015 - Evaluating [14.70111479112628, 7.733943709803469, 147.70410661670007, 30.73360936017947, 8.03690844428323] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.738003032394495, cost: 0.00019097710734816697, fitness inc: 0.00019097710734816697 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.664203886211223, cost: 0.002578466749275865, fitness inc: 0.002578466749275865 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.769716800179449, cost: 0.0005522213061862624, fitness inc: 0.005522213061862624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.471956209900814, cost: 5.775577546662802e-06, fitness inc: 5.775577546662802e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.39813859228379, cost: 0.004493326179269896, fitness inc: 0.004493326179269896 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.604124635730994, cost: 8.671724565645356e-06, fitness inc: 8.671724565645356e-05 Fitness: 0.012877475920959669 - Evaluating [16.71578935245298, 3.515771939532214, 145.87174288784595, 30.21156358548693, 11.209751042697881] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.925527629820575, cost: 0.0003194347330603975, fitness inc: 0.0003194347330603975 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.506026160552047, cost: 0.00023898379709574868, fitness inc: 0.00023898379709574868 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.85557586837186, cost: 0.0004779227070638159, fitness inc: 0.004779227070638159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.441301662888197, cost: 5.385685826020392e-05, fitness inc: 5.385685826020392e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.021798598569848, cost: 0.00022320842363920956, fitness inc: 0.00022320842363920956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.679236710585186, cost: 8.778167345235843e-07, fitness inc: 8.778167345235843e-06 Fitness: 0.0056234890500389545 - Evaluating [14.371693597899963, 4.342751464724072, 145.35976448428886, 27.86165246512431, 11.881342172888928] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.25302511846021, cost: 5.8617237723712634e-05, fitness inc: 5.8617237723712634e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.4903420966924825, cost: 0.005844026657321866, fitness inc: 0.005844026657321866 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.879156156843675, cost: 0.0004584552175953549, fitness inc: 0.004584552175953549 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.595778562942424, cost: 9.203392418943857e-06, fitness inc: 9.203392418943857e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.833093674059848, cost: 0.002334672993114517, fitness inc: 0.002334672993114517 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.773005426624182, cost: 2.463880562020293e-06, fitness inc: 2.463880562020293e-05 Fitness: 0.012855711262152791 - Evaluating [14.493107058626016, 5.29674139789397, 147.00994848374248, 29.778044957601537, 9.967103467618307] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.460201153911488, cost: 1.0876304583073981e-05, fitness inc: 1.0876304583073981e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.525995637972514, cost: 0.0002096195681173807, fitness inc: 0.0002096195681173807 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.802721088434295, cost: 0.0005230269966280954, fitness inc: 0.005230269966280954 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.756938901610436, cost: 1.5312647427823123e-06, fitness inc: 1.5312647427823123e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.82273127452912, cost: 7.329641321107694e-06, fitness inc: 7.329641321107694e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.656748500960738, cost: 2.365644621638019e-06, fitness inc: 2.365644621638019e-05 Fitness: 0.005483283191261679 - Evaluating [13.252333882166052, 4.90257609792618, 145.85362228087303, 29.50520597565628, 8.881725892767108] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.134051373722095, cost: 0.00030654039249000675, fitness inc: 0.00030654039249000675 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.370595333000172, cost: 0.000369554946150652, fitness inc: 0.000369554946150652 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.856359273224832, cost: 0.00047726944991255404, fitness inc: 0.0047726944991255404 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.036625328977845, cost: 0.00022761455441111522, fitness inc: 0.00022761455441111522 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.273174065048384, cost: 0.00012323905984612527, fitness inc: 0.00012323905984612527 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.702554744524635, cost: 9.833784131441092e-08, fitness inc: 9.833784131441092e-07 Fitness: 0.005800626830436584 - Evaluating [14.746248988101254, 5.517021754143965, 147.5948695918493, 29.584212701169466, 11.139303186274262] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.885547052741877, cost: 2.9278946602095957e-05, fitness inc: 2.9278946602095957e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6069410612017947, cost: 0.001807875790817648, fitness inc: 0.001807875790817648 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.775067750676429, cost: 0.0005474343027394024, fitness inc: 0.005474343027394024 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.402565071535847, cost: 5.100104270572281e-05, fitness inc: 5.100104270572281e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.123957731036976, cost: 0.0001790276025647186, fitness inc: 0.0001790276025647186 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6439778756058185, cost: 3.5323102679507556e-06, fitness inc: 3.5323102679507556e-05 Fitness: 0.007576849512763717 - Evaluating [14.957271757683692, 4.3070757342356085, 146.13501211707387, 29.836450906785576, 9.565824931992662] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.52308421039365, cost: 8.489690233925984e-06, fitness inc: 8.489690233925984e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.391436575321595, cost: 0.00014302462213022782, fitness inc: 0.00014302462213022782 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.843065693429573, cost: 0.0004884149994982545, fitness inc: 0.004884149994982545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.830160979139336, cost: 3.547709733442428e-05, fitness inc: 3.547709733442428e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.69851094708483, cost: 2.12041378511163e-05, fitness inc: 2.12041378511163e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.68246391635322, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-06 Fitness: 0.005099581599807834 - Evaluating [14.496445169320857, 5.218963278787349, 144.94548582297355, 28.729180385655955, 10.948519868565961] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.444955562117958, cost: 7.393004255673574e-06, fitness inc: 7.393004255673574e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.547913705435628, cost: 0.0019640281845032526, fitness inc: 0.0019640281845032526 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.898930665745721, cost: 0.00044244134780691, fitness inc: 0.0044244134780691 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.66392057174016, cost: 1.1428905915988885e-05, fitness inc: 1.1428905915988885e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.76687474782161, cost: 0.00035466408408901806, fitness inc: 0.00035466408408901806 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.757715338552745, cost: 1.3477968638930804e-06, fitness inc: 1.3477968638930804e-05 Fitness: 0.006775405625471964 - Evaluating [14.703807679426689, 7.832811049316541, 144.79574585808862, 29.055756993381816, 8.484564340548264] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.188368371529943, cost: 0.00012250738818664342, fitness inc: 0.00012250738818664342 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.219238813553977, cost: 0.0013856518189394595, fitness inc: 0.0013856518189394595 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.906077348065209, cost: 0.0004367237350162423, fitness inc: 0.004367237350162423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.021172189895896, cost: 2.7036398329904898e-05, fitness inc: 2.7036398329904898e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.052043498908962, cost: 0.003816576757231127, fitness inc: 0.003816576757231127 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.752416014725268, cost: 1.038945786069334e-06, fitness inc: 1.038945786069334e-05 Fitness: 0.009729399170710251 >>>>> Evaluating: >>>>> [14.273864812158926, 5.723254248263918, 146.891038582862, 29.13071915203502, 9.45354505340829] >>>>> [14.99318572752836, 4.567021384155432, 146.6536895329124, 29.238345313136563, 10.103551629161661] >>>>> [14.933877285132256, 6.099718119605752, 145.87081940744864, 29.891965353678952, 8.557300625857991] >>>>> [17.55627673023402, 4.368733450724173, 144.8960926752169, 29.528194670019165, 9.516531233505896] >>>>> [15.6992100908848, 5.997686871804335, 147.80593881190524, 29.37202843617664, 9.60992516181238] >>>>> [14.45412984855058, 6.047899585837046, 145.7828861758502, 28.32388589898154, 10.116392549688651] >>>>> [15.124736065432561, 6.0823066561351995, 146.8749953730915, 31.38218947427395, 9.8651626208519] >>>>> [16.215253236021983, 4.835973584824429, 145.8385010407773, 29.924913699472814, 10.292157382741092] >>>>> [14.95562013061353, 5.624115284476005, 147.88949836687223, 30.075543995353318, 10.194775536202302] >>>>> [15.864285687508344, 3.3809127343068006, 148.29233999394353, 27.509619678732367, 11.06677913472537] >> Running individual: {'amp': 14.273864812158926, 'amp_increment': 5.723254248263918, 'period': 146.891038582862, 'period_increment': 29.13071915203502, 'offset': 9.45354505340829} >> Running individual: {'amp': 14.99318572752836, 'amp_increment': 4.567021384155432, 'period': 146.6536895329124, 'period_increment': 29.238345313136563, 'offset': 10.103551629161661} >> Running individual: {'amp': 14.933877285132256, 'amp_increment': 6.099718119605752, 'period': 145.87081940744864, 'period_increment': 29.891965353678952, 'offset': 8.557300625857991} >> Running individual: {'amp': 17.55627673023402, 'amp_increment': 4.368733450724173, 'period': 144.8960926752169, 'period_increment': 29.528194670019165, 'offset': 9.516531233505896} >> Running individual: {'amp': 15.6992100908848, 'amp_increment': 5.997686871804335, 'period': 147.80593881190524, 'period_increment': 29.37202843617664, 'offset': 9.60992516181238} >> Running individual: {'amp': 14.45412984855058, 'amp_increment': 6.047899585837046, 'period': 145.7828861758502, 'period_increment': 28.32388589898154, 'offset': 10.116392549688651} >> Running individual: {'amp': 15.124736065432561, 'amp_increment': 6.0823066561351995, 'period': 146.8749953730915, 'period_increment': 31.38218947427395, 'offset': 9.8651626208519} >> Running individual: {'amp': 16.215253236021983, 'amp_increment': 4.835973584824429, 'period': 145.8385010407773, 'period_increment': 29.924913699472814, 'offset': 10.292157382741092} >> Running individual: {'amp': 14.95562013061353, 'amp_increment': 5.624115284476005, 'period': 147.88949836687223, 'period_increment': 30.075543995353318, 'offset': 10.194775536202302} >> Running individual: {'amp': 15.864285687508344, 'amp_increment': 3.3809127343068006, 'period': 148.29233999394353, 'period_increment': 27.509619678732367, 'offset': 11.06677913472537} - Evaluating [14.273864812158926, 5.723254248263918, 146.891038582862, 29.13071915203502, 9.45354505340829] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.727405448783763, cost: 6.0453290179673935e-05, fitness inc: 6.0453290179673935e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.820301385605191, cost: 3.0122593700054878e-05, fitness inc: 3.0122593700054878e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.807351940094223, cost: 0.0005189940490869516, fitness inc: 0.005189940490869516 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.450655020252253, cost: 7.822961164971609e-06, fitness inc: 7.822961164971609e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.543564631788819, cost: 6.894511786403879e-05, fitness inc: 6.894511786403879e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.681172594022495, cost: 7.835248143628348e-07, fitness inc: 7.835248143628348e-06 Fitness: 0.005365119701921883 - Evaluating [14.99318572752836, 4.567021384155432, 146.6536895329124, 29.238345313136563, 10.103551629161661] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.096727953439874, cost: 3.4964519290969776e-07, fitness inc: 3.4964519290969776e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.889620038724888, cost: 1.1361814022725625e-05, fitness inc: 1.1361814022725625e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.818956699623876, cost: 0.0005089560800216608, fitness inc: 0.005089560800216608 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.66374002281839, cost: 2.930900294462191e-06, fitness inc: 2.930900294462191e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.456653779372553, cost: 6.887338900107842e-05, fitness inc: 6.887338900107842e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.685694791902659, cost: 5.841292610719862e-07, fitness inc: 5.8412926107198615e-06 Fitness: 0.005178917841338504 - Evaluating [14.933877285132256, 6.099718119605752, 145.87081940744864, 29.891965353678952, 8.557300625857991] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.491166154380235, cost: 8.498006689361404e-05, fitness inc: 8.498006689361404e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.376565228747926, cost: 0.001765635309433966, fitness inc: 0.001765635309433966 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.85557586837186, cost: 0.0004779227070638159, fitness inc: 0.004779227070638159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.590883092120464, cost: 4.338701354078545e-06, fitness inc: 4.338701354078545e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.476284527543047, cost: 0.0014287985923576718, fitness inc: 0.0014287985923576718 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688929343496643, cost: 4.5943795579095337e-07, fitness inc: 4.594379557909534e-06 Fitness: 0.008067574120235399 - Evaluating [17.55627673023402, 4.368733450724173, 144.8960926752169, 29.528194670019165, 9.516531233505896] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.07280445800536, cost: 0.00016038556308772822, fitness inc: 0.00016038556308772822 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.039721303019267, cost: 0.008550600806384812, fitness inc: 0.008550600806384812 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.901311249136247, cost: 0.0004405326674338239, fitness inc: 0.004405326674338239 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.44153139438441, cost: 5.3874026990086143e-05, fitness inc: 5.3874026990086143e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.408468828056835, cost: 0.0013517171563073305, fitness inc: 0.0013517171563073305 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.733287467032681, cost: 2.580121132300661e-07, fitness inc: 2.580121132300661e-06 Fitness: 0.014524484348240496 - Evaluating [15.6992100908848, 5.997686871804335, 147.80593881190524, 29.37202843617664, 9.60992516181238] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.309119883478214, cost: 3.56848480087546e-06, fitness inc: 3.56848480087546e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.0892701018351545, cost: 0.0011063007892746501, fitness inc: 0.0011063007892746501 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.765899864680926, cost: 0.0005556486802907878, fitness inc: 0.0055564868029078784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.30681225916163, cost: 4.427553317176702e-05, fitness inc: 4.427553317176702e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.086961878337695, cost: 0.0010152684255556599, fitness inc: 0.0010152684255556599 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6439778756058185, cost: 3.5323102679507556e-06, fitness inc: 3.5323102679507556e-05 Fitness: 0.0077612231383903385 - Evaluating [14.45412984855058, 6.047899585837046, 145.7828861758502, 28.32388589898154, 10.116392549688651] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.570508916788047, cost: 6.885062930783725e-06, fitness inc: 6.885062930783725e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.337725406811794, cost: 0.00040914884880594027, fitness inc: 0.00040914884880594027 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.859494683890534, cost: 0.00047465939348367847, fitness inc: 0.004746593934836785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.6184011718055, cost: 9.915549220140818e-06, fitness inc: 9.915549220140818e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.385635117295639, cost: 3.470485604883944e-05, fitness inc: 3.470485604883944e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.743165632895936, cost: 5.959976588920668e-07, fitness inc: 5.959976588920668e-06 Fitness: 0.00521320822843141 - Evaluating [15.124736065432561, 6.0823066561351995, 146.8749953730915, 31.38218947427395, 9.8651626208519] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.98988949450108, cost: 3.780634694194873e-09, fitness inc: 3.780634694194873e-09 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.259559207322254, cost: 6.289977399787094e-05, fitness inc: 6.289977399787094e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.80812436173726, cost: 0.0005183228738164791, fitness inc: 0.005183228738164791 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.072192161622123, cost: 2.9805308918051665e-05, fitness inc: 2.9805308918051665e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.341868697429643, cost: 0.0004199891312361981, fitness inc: 0.0004199891312361981 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.609783462357448, cost: 7.80370407194031e-06, fitness inc: 7.80370407194031e-05 Fitness: 0.005773963773671009 - Evaluating [16.215253236021983, 4.835973584824429, 145.8385010407773, 29.924913699472814, 10.292157382741092] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.507397378155726, cost: 8.4829006376963e-05, fitness inc: 8.4829006376963e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.9230842487470845, cost: 0.000794743479283766, fitness inc: 0.000794743479283766 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.857142857141773, cost: 0.00047661648972197046, fitness inc: 0.004766164897219705 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.343371876059624, cost: 4.6787326532959916e-05, fitness inc: 4.6787326532959916e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.759059014851578, cost: 0.00013443401157231527, fitness inc: 0.00013443401157231527 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688929343496643, cost: 4.5943795579095337e-07, fitness inc: 4.594379557909534e-06 Fitness: 0.005831553100543618 - Evaluating [14.95562013061353, 5.624115284476005, 147.88949836687223, 30.075543995353318, 10.194775536202302] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.150380903222935, cost: 8.448060415666703e-07, fitness inc: 8.448060415666703e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.760839127508692, cost: 5.3361744389635035e-05, fitness inc: 5.3361744389635035e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.762087230924202, cost: 0.000559082759226559, fitness inc: 0.00559082759226559 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.774499713119212, cost: 1.5552747400726652e-05, fitness inc: 1.5552747400726652e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.384948773902494, cost: 3.4581446944459415e-05, fitness inc: 3.4581446944459415e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.619240278713411, cost: 6.4552432135212e-06, fitness inc: 6.4552432135212e-05 Fitness: 0.00575972076917719 - Evaluating [15.864285687508344, 3.3809127343068006, 148.29233999394353, 27.509619678732367, 11.06677913472537] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.931044600307352, cost: 0.0001392014865231328, fitness inc: 0.0001392014865231328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.797504115613097, cost: 3.8252300968655284e-05, fitness inc: 3.8252300968655284e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.743846240304646, cost: 0.0005756587452281359, fitness inc: 0.005756587452281359 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.311952957167033, cost: 2.5234927099049287e-06, fitness inc: 2.5234927099049287e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.178394730985879, cost: 0.0007736359617916966, fitness inc: 0.0007736359617916966 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688282138793172, cost: 4.831909682367908e-07, fitness inc: 4.8319096823679075e-06 Fitness: 0.006715032603957116 >>>>> Evaluating: >>>>> [16.11358788697016, 4.122699720746497, 145.79927984070028, 28.209780545506078, 10.453604554644029] >>>>> [13.503950474688056, 4.514166249085459, 146.3834248431831, 30.13589797358022, 6.9563783649248965] >>>>> [14.75534420250617, 5.569957949872025, 147.22761667934245, 31.28808896188744, 11.135208651470421] >>>>> [16.024189779836426, 4.742557133565086, 145.95170518567528, 30.72513978479712, 10.509850632203868] >>>>> [15.181072270047649, 6.3342705857160855, 147.07365137190445, 31.089792445215693, 11.763698411140746] >>>>> [15.00981077588932, 4.694934021865725, 148.56703902775055, 30.075509937425412, 10.384686834589896] >>>>> [15.243359381804131, 5.627051116647206, 146.34420652602162, 29.97768635898308, 10.996122082788439] >>>>> [14.593450721366407, 4.898402717784654, 147.3626408553041, 29.24754061782731, 10.091833704199082] >>>>> [14.427731079647494, 3.696386592756686, 146.07999386310698, 28.425902492570735, 11.996602236678564] >>>>> [16.177942763852876, 2.485931378079896, 145.55384098879634, 30.35998618568829, 7.939171247481406] >> Running individual: {'amp': 16.11358788697016, 'amp_increment': 4.122699720746497, 'period': 145.79927984070028, 'period_increment': 28.209780545506078, 'offset': 10.453604554644029} >> Running individual: {'amp': 13.503950474688056, 'amp_increment': 4.514166249085459, 'period': 146.3834248431831, 'period_increment': 30.13589797358022, 'offset': 6.9563783649248965} >> Running individual: {'amp': 14.75534420250617, 'amp_increment': 5.569957949872025, 'period': 147.22761667934245, 'period_increment': 31.28808896188744, 'offset': 11.135208651470421} >> Running individual: {'amp': 16.024189779836426, 'amp_increment': 4.742557133565086, 'period': 145.95170518567528, 'period_increment': 30.72513978479712, 'offset': 10.509850632203868} >> Running individual: {'amp': 15.181072270047649, 'amp_increment': 6.3342705857160855, 'period': 147.07365137190445, 'period_increment': 31.089792445215693, 'offset': 11.763698411140746} >> Running individual: {'amp': 15.00981077588932, 'amp_increment': 4.694934021865725, 'period': 148.56703902775055, 'period_increment': 30.075509937425412, 'offset': 10.384686834589896} >> Running individual: {'amp': 15.243359381804131, 'amp_increment': 5.627051116647206, 'period': 146.34420652602162, 'period_increment': 29.97768635898308, 'offset': 10.996122082788439} >> Running individual: {'amp': 14.593450721366407, 'amp_increment': 4.898402717784654, 'period': 147.3626408553041, 'period_increment': 29.24754061782731, 'offset': 10.091833704199082} >> Running individual: {'amp': 14.427731079647494, 'amp_increment': 3.696386592756686, 'period': 146.07999386310698, 'period_increment': 28.425902492570735, 'offset': 11.996602236678564} >> Running individual: {'amp': 16.177942763852876, 'amp_increment': 2.485931378079896, 'period': 145.55384098879634, 'period_increment': 30.35998618568829, 'offset': 7.939171247481406} - Evaluating [16.11358788697016, 4.122699720746497, 145.79927984070028, 28.209780545506078, 10.453604554644029] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.56715842381708, cost: 9.168760994893166e-05, fitness inc: 9.168760994893166e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.6599493229357885, cost: 0.0004063984081088545, fitness inc: 0.0004063984081088545 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.858710562413181, cost: 0.0004753114612507936, fitness inc: 0.004753114612507936 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.689880813900164, cost: 1.2340096568697057e-05, fitness inc: 1.2340096568697057e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.782672697320079, cost: 1.101728458274831e-05, fitness inc: 1.101728458274831e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.747126436780692, cost: 7.706868592194382e-07, fitness inc: 7.706868592194382e-06 Fitness: 0.005282264880309362 - Evaluating [13.503950474688056, 4.514166249085459, 146.3834248431831, 30.13589797358022, 6.9563783649248965] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.46031991812723, cost: 0.0007687866594381365, fitness inc: 0.0007687866594381365 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.547561784758884, cost: 0.002230477378118767, fitness inc: 0.002230477378118767 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.831378799953375, cost: 0.0004983195799199702, fitness inc: 0.004983195799199702 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.97448519886588, cost: 0.0006543445363167422, fitness inc: 0.0006543445363167422 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.061728460931539, cost: 0.00026297753051596207, fitness inc: 0.00026297753051596207 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.665080444141397, cost: 1.7301165967653631e-06, fitness inc: 1.730116596765363e-05 Fitness: 0.008917083069556964 - Evaluating [14.75534420250617, 5.569957949872025, 147.22761667934245, 31.28808896188744, 11.135208651470421] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.89054161674718, cost: 2.961012212621128e-05, fitness inc: 2.961012212621128e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6201220560177045, cost: 0.0017738849892096065, fitness inc: 0.0017738849892096065 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.791940230924888, cost: 0.0005324762746724554, fitness inc: 0.005324762746724554 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.460500103841326, cost: 5.5301070929658636e-05, fitness inc: 5.5301070929658636e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.190083124148192, cost: 0.00015302396680838548, fitness inc: 0.00015302396680838548 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.601613264619306, cost: 9.071610941324693e-06, fitness inc: 9.071610941324693e-05 Fitness: 0.007427299005211663 - Evaluating [16.024189779836426, 4.742557133565086, 145.95170518567528, 30.72513978479712, 10.509850632203868] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.534028039113757, cost: 8.785240953101958e-05, fitness inc: 8.785240953101958e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.514328389386936, cost: 0.0002468873087965173, fitness inc: 0.0002468873087965173 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.851661527919436, cost: 0.00048119343826646954, fitness inc: 0.004811934382664695 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.276583735250494, cost: 4.2251039666263424e-05, fitness inc: 4.2251039666263424e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.256887148257201, cost: 1.540162734636752e-05, fitness inc: 1.540162734636752e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659950192437397, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-05 Fitness: 0.005225423716924915 - Evaluating [15.181072270047649, 6.3342705857160855, 147.07365137190445, 31.089792445215693, 11.763698411140746] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.9447589135063, cost: 0.0001411854015505032, fitness inc: 0.0001411854015505032 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.41736436000185, cost: 0.0023322056442274253, fitness inc: 0.0023322056442274253 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.799637352673443, cost: 0.0005257212255650456, fitness inc: 0.005257212255650456 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.27902903061036, cost: 0.00027868476070225245, fitness inc: 0.00027868476070225245 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.751634066694633, cost: 1.438946591703072e-05, fitness inc: 1.438946591703072e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.61230216634773, cost: 7.432071657764716e-06, fitness inc: 7.432071657764716e-05 Fitness: 0.008097998244625315 - Evaluating [15.00981077588932, 4.694934021865725, 148.56703902775055, 30.075509937425412, 10.384686834589896] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.394484554580742, cost: 5.8111247830394674e-06, fitness inc: 5.8111247830394674e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6251135337274505, cost: 0.00013112267833170765, fitness inc: 0.00013112267833170765 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.730984967465831, cost: 0.0005874913679622118, fitness inc: 0.005874913679622118 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.089420566213025, cost: 2.0745453532811098e-07, fitness inc: 2.0745453532811098e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.320047240390279, cost: 0.0001078571779058457, fitness inc: 0.0001078571779058457 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.597850425435728, cost: 9.687638515054608e-06, fitness inc: 9.687638515054608e-05 Fitness: 0.006216788500328585 - Evaluating [15.243359381804131, 5.627051116647206, 146.34420652602162, 29.97768635898308, 10.996122082788439] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.23946959960055, cost: 5.73559477401453e-05, fitness inc: 5.73559477401453e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.247224029072261, cost: 0.000528557484944514, fitness inc: 0.000528557484944514 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.832934745472098, cost: 0.0004969951956701468, fitness inc: 0.004969951956701468 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.866523244206224, cost: 9.031872214138037e-05, fitness inc: 9.031872214138037e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.874277360861374, cost: 3.686228752797227e-06, fitness inc: 3.686228752797227e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.671506352086204, cost: 1.3077385476734094e-06, fitness inc: 1.3077385476734094e-05 Fitness: 0.005662947725757039 - Evaluating [14.593450721366407, 4.898402717784654, 147.3626408553041, 29.24754061782731, 10.091833704199082] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.685272829884457, cost: 3.6968729745234796e-06, fitness inc: 3.6968729745234796e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.501605867222248, cost: 0.00023174353405175374, fitness inc: 0.00023174353405175374 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.58367744295252, cost: 4.492891209850747e-06, fitness inc: 4.492891209850747e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.400011206706285, cost: 8.398132681342041e-05, fitness inc: 8.398132681342041e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.005722069717569278 - Evaluating [14.427731079647494, 3.696386592756686, 146.07999386310698, 28.425902492570735, 11.996602236678564] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.42432492995636, cost: 7.573777827507566e-05, fitness inc: 7.573777827507566e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.431115116737184, cost: 0.006121411974136515, fitness inc: 0.006121411974136515 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84540787221797, cost: 0.00048644195705704885, fitness inc: 0.0048644195705704885 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.12070111728346, cost: 3.77910978066609e-07, fitness inc: 3.77910978066609e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.127513712159408, cost: 0.003486865220142521, fitness inc: 0.003486865220142521 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.730002292000001, cost: 1.76509780458467e-07, fitness inc: 1.76509780458467e-06 Fitness: 0.014550577551907251 - Evaluating [16.177942763852876, 2.485931378079896, 145.55384098879634, 30.35998618568829, 7.939171247481406] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.117100283915388, cost: 2.909791852612198e-05, fitness inc: 2.909791852612198e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.238759999610798, cost: 0.009695804809119468, fitness inc: 0.009695804809119468 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.870491240122583, cost: 0.0004655618509088466, fitness inc: 0.004655618509088466 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.603036731064588, cost: 0.0002990740725873353, fitness inc: 0.0002990740725873353 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.72468941471686, cost: 0.0001225374462576756, fitness inc: 0.0001225374462576756 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.685048322909832, cost: 6.10843363557656e-07, fitness inc: 6.10843363557656e-06 Fitness: 0.014808241189214644 >>>>> Evaluating: >>>>> [15.782120498431116, 4.441369039057654, 146.08018978440347, 30.228135640846645, 9.368083248590969] >>>>> [15.089546531696582, 3.581111094247018, 145.33297359547217, 28.442955986547037, 7.865254908207385] >>>>> [15.890147132872116, 4.056565054547362, 146.09352728350174, 28.39399963794255, 11.820041443588194] >>>>> [14.810183402774424, 6.032083228341492, 144.39304515566582, 29.152816000158843, 10.467979262508699] >>>>> [16.587411357839642, 5.855681070670718, 147.4056655858854, 32.09655734187651, 9.760056724656007] >>>>> [15.512134642000941, 4.659895933785574, 145.62242610642727, 28.41142445892128, 10.782728487449981] >>>>> [16.261066124130224, 4.671226713017169, 146.36574191264674, 28.458052789493262, 9.012270671418296] >>>>> [16.243539085038634, 4.452059362734089, 147.0477480621809, 29.700885126031274, 8.495258502193273] >>>>> [16.29602817649291, 5.083911930040547, 146.04137650659538, 28.762031691337537, 9.442110474316781] >>>>> [14.535146810191858, 2.6734626535613923, 146.12494925678678, 30.996786061273333, 9.03930577937778] >> Running individual: {'amp': 15.782120498431116, 'amp_increment': 4.441369039057654, 'period': 146.08018978440347, 'period_increment': 30.228135640846645, 'offset': 9.368083248590969} >> Running individual: {'amp': 15.089546531696582, 'amp_increment': 3.581111094247018, 'period': 145.33297359547217, 'period_increment': 28.442955986547037, 'offset': 7.865254908207385} >> Running individual: {'amp': 15.890147132872116, 'amp_increment': 4.056565054547362, 'period': 146.09352728350174, 'period_increment': 28.39399963794255, 'offset': 11.820041443588194} >> Running individual: {'amp': 14.810183402774424, 'amp_increment': 6.032083228341492, 'period': 144.39304515566582, 'period_increment': 29.152816000158843, 'offset': 10.467979262508699} >> Running individual: {'amp': 16.587411357839642, 'amp_increment': 5.855681070670718, 'period': 147.4056655858854, 'period_increment': 32.09655734187651, 'offset': 9.760056724656007} >> Running individual: {'amp': 15.512134642000941, 'amp_increment': 4.659895933785574, 'period': 145.62242610642727, 'period_increment': 28.41142445892128, 'offset': 10.782728487449981} >> Running individual: {'amp': 16.261066124130224, 'amp_increment': 4.671226713017169, 'period': 146.36574191264674, 'period_increment': 28.458052789493262, 'offset': 9.012270671418296} >> Running individual: {'amp': 16.243539085038634, 'amp_increment': 4.452059362734089, 'period': 147.0477480621809, 'period_increment': 29.700885126031274, 'offset': 8.495258502193273} >> Running individual: {'amp': 16.29602817649291, 'amp_increment': 5.083911930040547, 'period': 146.04137650659538, 'period_increment': 28.762031691337537, 'offset': 9.442110474316781} >> Running individual: {'amp': 14.535146810191858, 'amp_increment': 2.6734626535613923, 'period': 146.12494925678678, 'period_increment': 30.996786061273333, 'offset': 9.03930577937778} - Evaluating [15.782120498431116, 4.441369039057654, 146.08018978440347, 30.228135640846645, 9.368083248590969] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.150194479959882, cost: 8.427134324806573e-07, fitness inc: 8.427134324806573e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.414023829768876, cost: 0.0018628495592442063, fitness inc: 0.0018628495592442063 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84540787221797, cost: 0.00048644195705704885, fitness inc: 0.0048644195705704885 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.591570132961134, cost: 4.324140315037361e-06, fitness inc: 4.324140315037361e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.855385716892023, cost: 0.00017071125366885376, fitness inc: 0.00017071125366885376 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.672149744752351, cost: 1.268698172518512e-06, fitness inc: 1.268698172518512e-05 Fitness: 0.006915834218956252 - Evaluating [15.089546531696582, 3.581111094247018, 145.33297359547217, 28.442955986547037, 7.865254908207385] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.95479042668168, cost: 0.00015612991251512387, fitness inc: 0.00015612991251512387 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.2242810403078925, cost: 0.004596655131382965, fitness inc: 0.004596655131382965 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8807339449530405, cost: 0.00045716705048659545, fitness inc: 0.0045716705048659545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.535900372951854, cost: 0.0003110088771669517, fitness inc: 0.0003110088771669517 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.805392373134683, cost: 0.00015134345093514856, fitness inc: 0.00015134345093514856 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.754402117619063, cost: 1.1499960839156387e-06, fitness inc: 1.1499960839156387e-05 Fitness: 0.0097983078377053 - Evaluating [15.890147132872116, 4.056565054547362, 146.09352728350174, 28.39399963794255, 11.820041443588194] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.710185882779502, cost: 0.00027415279304965345, fitness inc: 0.00027415279304965345 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.070081547535129, cost: 0.0008063807258249511, fitness inc: 0.0008063807258249511 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84462696782917, cost: 0.00048709934482116246, fitness inc: 0.004870993448211625 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.766746644050244, cost: 8.092159933770215e-05, fitness inc: 8.092159933770215e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.126655032837231, cost: 0.0008181721356890215, fitness inc: 0.0008181721356890215 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.73065902578705, cost: 1.9156927166807947e-07, fitness inc: 1.9156927166807947e-06 Fitness: 0.006852536394829634 - Evaluating [14.810183402774424, 6.032083228341492, 144.39304515566582, 29.152816000158843, 10.467979262508699] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.278152788664013, cost: 2.8894282758651357e-06, fitness inc: 2.8894282758651357e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.342191889867301, cost: 0.00040365055935032146, fitness inc: 0.00040365055935032146 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.925207756231596, cost: 0.000421601448651554, fitness inc: 0.00421601448651554 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.31023807005378, cost: 4.450795815402753e-05, fitness inc: 4.450795815402753e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.374271222122683, cost: 3.2689858898926616e-05, fitness inc: 3.2689858898926616e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.76236026276271, cost: 1.6515152693186153e-06, fitness inc: 1.6515152693186153e-05 Fitness: 0.004716267443887867 - Evaluating [16.587411357839642, 5.855681070670718, 147.4056655858854, 32.09655734187651, 9.760056724656007] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.3474511131059, cost: 6.778374308891166e-05, fitness inc: 6.778374308891166e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.827338187793958, cost: 0.003107090420140346, fitness inc: 0.003107090420140346 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.784260515602721, cost: 0.0005392589540750281, fitness inc: 0.005392589540750281 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.203143518539186, cost: 0.00012582844879993615, fitness inc: 0.00012582844879993615 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.683022258591444, cost: 0.001676909730860432, fitness inc: 0.001676909730860432 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.571030640667713, cost: 1.4664475633585639e-05, fitness inc: 0.00014664475633585639 Fitness: 0.010516846639975763 - Evaluating [15.512134642000941, 4.659895933785574, 145.62242610642727, 28.41142445892128, 10.782728487449981] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.29485084267961, cost: 6.259541077491271e-05, fitness inc: 6.259541077491271e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.729395503864807, cost: 6.831770626014588e-05, fitness inc: 6.831770626014588e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.867345770858478, cost: 0.00046815514771425537, fitness inc: 0.004681551477142554 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.95474821468835, cost: 2.363371386571167e-05, fitness inc: 2.363371386571167e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.389289948912886, cost: 8.700938395478364e-05, fitness inc: 8.700938395478364e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.745805561938868, cost: 7.099386065689828e-07, fitness inc: 7.099386065689828e-06 Fitness: 0.004930207078063797 - Evaluating [16.261066124130224, 4.671226713017169, 146.36574191264674, 28.458052789493262, 9.012270671418296] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.273325568836174, cost: 2.790026050636385e-06, fitness inc: 2.790026050636385e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.248784199385299, cost: 0.004698007869628151, fitness inc: 0.004698007869628151 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.83215668412554, cost: 0.0004976572432461301, fitness inc: 0.004976572432461301 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.944554011552416, cost: 7.96105147360393e-08, fitness inc: 7.96105147360393e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.920012613789064, cost: 0.00085946640454726, fitness inc: 0.00085946640454726 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7201693170108685, cost: 2.4736574122385946e-08, fitness inc: 2.4736574122385946e-07 Fitness: 0.010537163708943309 - Evaluating [16.243539085038634, 4.452059362734089, 147.0477480621809, 29.700885126031274, 8.495258502193273] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.738780762313144, cost: 2.5465375469435614e-06, fitness inc: 2.5465375469435614e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.748271532531684, cost: 0.007000487632110475, fitness inc: 0.007000487632110475 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.801178871003227, cost: 0.0005243735526732074, fitness inc: 0.005243735526732074 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.190848153475542, cost: 1.6972792488911814e-05, fitness inc: 1.6972792488911814e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.200326140982593, cost: 0.0011284337682151424, fitness inc: 0.0011284337682151424 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658028742785104, cost: 2.261541691472857e-06, fitness inc: 2.261541691472857e-05 Fitness: 0.013414791674008275 - Evaluating [16.29602817649291, 5.083911930040547, 146.04137650659538, 28.762031691337537, 9.442110474316781] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.738125146688965, cost: 2.0342546966034547e-05, fitness inc: 2.0342546966034547e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.8539041929732845, cost: 0.003197796071636061, fitness inc: 0.003197796071636061 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.846970215678478, cost: 0.00048512806194611624, fitness inc: 0.004851280619461162 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.82204889967578, cost: 1.7520921970715087e-05, fitness inc: 1.7520921970715087e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.9378280981032, cost: 0.0008754758011134678, fitness inc: 0.0008754758011134678 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.720823798626086, cost: 3.054596908746987e-08, fitness inc: 3.054596908746987e-07 Fitness: 0.008962721420838315 - Evaluating [14.535146810191858, 2.6734626535613923, 146.12494925678678, 30.996786061273333, 9.03930577937778] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.57444001182457, cost: 7.585908443508149e-05, fitness inc: 7.585908443508149e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.495832832079823, cost: 0.0002294557206671266, fitness inc: 0.0002294557206671266 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8430656934295735, cost: 0.0004884149994982545, fitness inc: 0.004884149994982545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.247907618847645, cost: 0.0003648516476993935, fitness inc: 0.0003648516476993935 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.169294710515256, cost: 0.0007813789106573266, fitness inc: 0.0007813789106573266 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.645889792230347, cost: 3.3428111978484054e-06, fitness inc: 3.3428111978484054e-05 Fitness: 0.006369123470419957 >>>>> Evaluating: >>>>> [15.365380278507452, 5.241714251994551, 146.8703106156904, 30.21619307300582, 10.703178629219263] >>>>> [15.77212324018937, 4.05248476683722, 146.3750543935218, 29.00201864101637, 10.58065167568405] >>>>> [16.050639761498974, 5.384779424622671, 145.4072215375213, 30.36126845220792, 8.357688714273236] >>>>> [15.473844760423736, 3.52135140759663, 145.4194381931268, 29.450326622364408, 9.324320475103283] >>>>> [14.606311174728354, 6.046461977819234, 143.84587328062437, 31.166248338285236, 11.8413132053916] >>>>> [12.6179102281207, 4.1322989195723085, 147.2415773820136, 27.33522930902045, 10.54607963256669] >>>>> [15.864261804654284, 2.5137980716362938, 145.14152896657325, 28.983726845979987, 11.67865826838554] >>>>> [14.948049112858012, 3.602297133585434, 144.64700740189636, 28.781709350257948, 9.755180628219] >>>>> [16.206527844664492, 4.563765959466586, 145.5791067608838, 28.80083333496272, 10.999174344590774] >>>>> [17.522100014865032, 5.532172776050352, 144.73329649529825, 30.303987064377772, 10.234197384268336] >> Running individual: {'amp': 15.365380278507452, 'amp_increment': 5.241714251994551, 'period': 146.8703106156904, 'period_increment': 30.21619307300582, 'offset': 10.703178629219263} >> Running individual: {'amp': 15.77212324018937, 'amp_increment': 4.05248476683722, 'period': 146.3750543935218, 'period_increment': 29.00201864101637, 'offset': 10.58065167568405} >> Running individual: {'amp': 16.050639761498974, 'amp_increment': 5.384779424622671, 'period': 145.4072215375213, 'period_increment': 30.36126845220792, 'offset': 8.357688714273236} >> Running individual: {'amp': 15.473844760423736, 'amp_increment': 3.52135140759663, 'period': 145.4194381931268, 'period_increment': 29.450326622364408, 'offset': 9.324320475103283} >> Running individual: {'amp': 14.606311174728354, 'amp_increment': 6.046461977819234, 'period': 143.84587328062437, 'period_increment': 31.166248338285236, 'offset': 11.8413132053916} >> Running individual: {'amp': 12.6179102281207, 'amp_increment': 4.1322989195723085, 'period': 147.2415773820136, 'period_increment': 27.33522930902045, 'offset': 10.54607963256669} >> Running individual: {'amp': 15.864261804654284, 'amp_increment': 2.5137980716362938, 'period': 145.14152896657325, 'period_increment': 28.983726845979987, 'offset': 11.67865826838554} >> Running individual: {'amp': 14.948049112858012, 'amp_increment': 3.602297133585434, 'period': 144.64700740189636, 'period_increment': 28.781709350257948, 'offset': 9.755180628219} >> Running individual: {'amp': 16.206527844664492, 'amp_increment': 4.563765959466586, 'period': 145.5791067608838, 'period_increment': 28.80083333496272, 'offset': 10.999174344590774} >> Running individual: {'amp': 17.522100014865032, 'amp_increment': 5.532172776050352, 'period': 144.73329649529825, 'period_increment': 30.303987064377772, 'offset': 10.234197384268336} - Evaluating [15.365380278507452, 5.241714251994551, 146.8703106156904, 30.21619307300582, 10.703178629219263] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.068547808428978, cost: 4.26291157076264e-05, fitness inc: 4.26291157076264e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6621892236901425, cost: 0.00010646918902446068, fitness inc: 0.00010646918902446068 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8088969586916095, cost: 0.0005176519799567902, fitness inc: 0.005176519799567902 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.310260516761982, cost: 4.450948306267133e-05, fitness inc: 4.450948306267133e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.90390927215471, cost: 2.1530308659256647e-06, fitness inc: 2.1530308659256647e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.647165123107291, cost: 3.2193117186496423e-06, fitness inc: 3.219311718649642e-05 Fitness: 0.005404473735415083 - Evaluating [15.77212324018937, 4.05248476683722, 146.3750543935218, 29.00201864101637, 10.58065167568405] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.352761977003432, cost: 6.831906836801682e-05, fitness inc: 6.831906836801682e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.1914582154239985, cost: 3.422890840831805e-05, fitness inc: 3.422890840831805e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.83215668412554, cost: 0.0004976572432461301, fitness inc: 0.004976572432461301 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.405246647664445, cost: 4.258349405428241e-06, fitness inc: 4.258349405428241e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.243945320263448, cost: 0.00013334939652509537, fitness inc: 0.00013334939652509537 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.701904436080738, cost: 1.0954279039410153e-07, fitness inc: 1.0954279039410153e-06 Fitness: 0.005217823583072101 - Evaluating [16.050639761498974, 5.384779424622671, 145.4072215375213, 30.36126845220792, 8.357688714273236] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.40831480301817, cost: 1.3067863792515233e-05, fitness inc: 1.3067863792515233e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.692938221058038, cost: 0.006723312683257765, fitness inc: 0.006723312683257765 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.877579092158474, cost: 0.00045974460262354633, fitness inc: 0.004597446026235463 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.793096292650954, cost: 1.109522133946328e-06, fitness inc: 1.109522133946328e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.077722038593786, cost: 0.002205406320379466, fitness inc: 0.002205406320379466 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688929343496643, cost: 4.5943795579095337e-07, fitness inc: 4.594379557909534e-06 Fitness: 0.013544936795357065 - Evaluating [15.473844760423736, 3.52135140759663, 145.4194381931268, 29.450326622364408, 9.324320475103283] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.798150612836004, cost: 1.5203680767683636e-06, fitness inc: 1.5203680767683636e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.149511527351154, cost: 0.0012318905697373816, fitness inc: 0.0012318905697373816 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.876790830944472, cost: 0.0004603897512025501, fitness inc: 0.004603897512025501 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.319508091815553, cost: 7.320817959488579e-05, fitness inc: 7.320817959488579e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.670862731605972, cost: 2.5271887429845208e-05, fitness inc: 2.5271887429845208e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.718206770355901, cost: 1.0986490495135115e-08, fitness inc: 1.0986490495135115e-07 Fitness: 0.005935898381769333 - Evaluating [14.606311174728354, 6.046461977819234, 143.84587328062437, 31.166248338285236, 11.8413132053916] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.44761008528537, cost: 7.823409460538944e-05, fitness inc: 7.823409460538944e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.764987891964236, cost: 0.004640516427555141, fitness inc: 0.004640516427555141 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.9524913093847704, cost: 0.00040049464862146333, fitness inc: 0.004004946486214633 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.49407695726249, cost: 0.00016124865365796381, fitness inc: 0.00016124865365796381 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.811452339166049, cost: 0.00032949294140383056, fitness inc: 0.00032949294140383056 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7142857142848, cost: 0.0, fitness inc: 0.0 Fitness: 0.009214438603436959 - Evaluating [12.6179102281207, 4.1322989195723085, 147.2415773820136, 27.33522930902045, 10.54607963256669] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.16397972063794, cost: 0.00012582771199898257, fitness inc: 0.00012582771199898257 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.0718202634115923, cost: 0.007938981692675484, fitness inc: 0.007938981692675484 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.791171477078717, cost: 0.0005331533032327807, fitness inc: 0.0053315330323278065 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.296277569257583, cost: 0.00018948147867481335, fitness inc: 0.00018948147867481335 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.204120195428921, cost: 0.0033507302568759334, fitness inc: 0.0033507302568759334 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.728032993469126, cost: 1.350474316819117e-07, fitness inc: 1.3504743168191169e-06 Fitness: 0.01693790464686984 - Evaluating [15.864261804654284, 2.5137980716362938, 145.14152896657325, 28.983726845979987, 11.67865826838554] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.542908120541068, cost: 0.00024136322354273432, fitness inc: 0.00024136322354273432 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.185591491990352, cost: 0.0006186006119027754, fitness inc: 0.0006186006119027754 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.890215893430239, cost: 0.0004494637418309688, fitness inc: 0.004494637418309688 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.056705997898234, cost: 8.346159219296823e-08, fitness inc: 8.346159219296823e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.699393653123335, cost: 0.0025354557283308043, fitness inc: 0.0025354557283308043 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.742506029630415, cost: 5.690839802729997e-07, fitness inc: 5.690839802729997e-06 Fitness: 0.007895831283480925 - Evaluating [14.948049112858012, 3.602297133585434, 144.64700740189636, 28.781709350257948, 9.755180628219] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.703213804182333, cost: 3.287348309788385e-06, fitness inc: 3.287348309788385e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.192859271092439, cost: 3.473156068023453e-05, fitness inc: 3.473156068023453e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.91403549204777, cost: 0.00043040062313315364, fitness inc: 0.004304006231331536 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.305516921226154, cost: 7.443219646452448e-05, fitness inc: 7.443219646452448e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.795156792787393, cost: 0.00033858705245215504, fitness inc: 0.00033858705245215504 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.766347595432134, cost: 1.9368311189316145e-06, fitness inc: 1.9368311189316145e-05 Fitness: 0.004774412700427555 - Evaluating [16.206527844664492, 4.563765959466586, 145.5791067608838, 28.80083333496272, 10.999174344590774] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.20569118269052, cost: 0.00018160491840679693, fitness inc: 0.00018160491840679693 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2073427649375175, cost: 4.0142441007251506e-05, fitness inc: 4.0142441007251506e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8689181453910155, cost: 0.0004668578971325221, fitness inc: 0.004668578971325221 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.76945882734073, cost: 8.117021544051806e-05, fitness inc: 8.117021544051806e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.771108390306887, cost: 1.2221140028856325e-05, fitness inc: 1.2221140028856325e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.734602592039455, cost: 2.949624211545654e-07, fitness inc: 2.949624211545654e-06 Fitness: 0.00498666731042019 - Evaluating [17.522100014865032, 5.532172776050352, 144.73329649529825, 30.303987064377772, 10.234197384268336] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.756282381912648, cost: 0.000283555187627349, fitness inc: 0.000283555187627349 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.287882422331542, cost: 0.0048619860833605255, fitness inc: 0.0048619860833605255 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.909258406263305, cost: 0.0004341907131795164, fitness inc: 0.004341907131795164 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.288455794039905, cost: 0.0002802889601567493, fitness inc: 0.0002802889601567493 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.820064089928248, cost: 0.001852261477155115, fitness inc: 0.001852261477155115 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.71363272768735, cost: 3.0469227141338706e-10, fitness inc: 3.0469227141338706e-09 Fitness: 0.011620001887017617 [14.810183402774424, 6.032083228341492, 144.39304515566582, 29.152816000158843, 10.467979262508699] : 0.004716267443887867 Fittest individual: [14.810183402774424, 6.032083228341492, 144.39304515566582, 29.152816000158843, 10.467979262508699] : 0.004716267443887867 OrderedDict({'amp': 15, 'amp_increment': 5, 'period': 125, 'period_increment': 50, 'offset': 10}) {'amp': 14.810183402774424, 'amp_increment': 6.032083228341492, 'period': 144.39304515566582, 'period_increment': 29.152816000158843, 'offset': 10.467979262508699} >> Running individual: {'amp': 14.810183402774424, 'amp_increment': 6.032083228341492, 'period': 144.39304515566582, 'period_increment': 29.152816000158843, 'offset': 10.467979262508699} Surrogate analysis { 'wave_0:average_maximum': 24.99995262592391, 'wave_0:average_minimum': -4.999952625923928, 'wave_0:mean_spike_frequency': 8.000914390214769, 'wave_1:average_maximum': 29.99996777272905, 'wave_1:average_minimum': -9.999967772729041, 'wave_1:mean_spike_frequency': 5.7142857142848} Fittest analysis { 'wave_0:average_maximum': 25.278152788664013, 'wave_0:average_minimum': -4.342191889867301, 'wave_0:mean_spike_frequency': 6.925207756231596, 'wave_1:average_maximum': 31.31023807005378, 'wave_1:average_minimum': -10.374271222122683, 'wave_1:mean_spike_frequency': 5.76236026276271} + RPM_EC=0 ++ jobs -p + exit 0 Processing files: python3-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 Executing(%doc): /bin/sh -e /var/tmp/rpm-tmp.epky37 + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + DOCDIR=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/doc/python3-neurotune + export LC_ALL=C + LC_ALL=C + export DOCDIR + /usr/bin/mkdir -p /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/doc/python3-neurotune + cp -pr /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/README.md /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/doc/python3-neurotune + cp -pr /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/AUTHORS /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/doc/python3-neurotune + RPM_EC=0 ++ jobs -p + exit 0 Provides: python-neurotune = 0.2.3-0.12.20230721gita17f0fd.fc40 python3-neurotune = 0.2.3-0.12.20230721gita17f0fd.fc40 python3-neurotune(x86-64) = 0.2.3-0.12.20230721gita17f0fd.fc40 python3.12-neurotune = 0.2.3-0.12.20230721gita17f0fd.fc40 python3.12dist(neurotune) = 0.2.3 python3dist(neurotune) = 0.2.3 Requires(rpmlib): rpmlib(CompressedFileNames) <= 3.0.4-1 rpmlib(FileDigests) <= 4.6.0-1 rpmlib(PartialHardlinkSets) <= 4.0.4-1 rpmlib(PayloadFilesHavePrefix) <= 4.0-1 Requires: python(abi) = 3.12 Processing files: python-neurotune-doc-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 Executing(%doc): /bin/sh -e /var/tmp/rpm-tmp.vNu9q6 + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + DOCDIR=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/doc/python-neurotune-doc + export LC_ALL=C + LC_ALL=C + export DOCDIR + /usr/bin/mkdir -p /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/doc/python-neurotune-doc + cp -pr /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/doc/python-neurotune-doc + RPM_EC=0 ++ jobs -p + exit 0 Executing(%license): /bin/sh -e /var/tmp/rpm-tmp.5URT2i + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + LICENSEDIR=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/licenses/python-neurotune-doc + export LC_ALL=C + LC_ALL=C + export LICENSEDIR + /usr/bin/mkdir -p /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/licenses/python-neurotune-doc + cp -pr /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/LICENSE /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64/usr/share/licenses/python-neurotune-doc + RPM_EC=0 ++ jobs -p + exit 0 Provides: python-neurotune-doc = 0.2.3-0.12.20230721gita17f0fd.fc40 python-neurotune-doc(x86-64) = 0.2.3-0.12.20230721gita17f0fd.fc40 Requires(rpmlib): rpmlib(CompressedFileNames) <= 3.0.4-1 rpmlib(FileDigests) <= 4.6.0-1 rpmlib(PayloadFilesHavePrefix) <= 4.0-1 Checking for unpackaged file(s): /usr/lib/rpm/check-files /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.src.rpm Wrote: /builddir/build/RPMS/python3-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64.rpm Wrote: /builddir/build/RPMS/python-neurotune-doc-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64.rpm Executing(%clean): /bin/sh -e /var/tmp/rpm-tmp.HyRkyf + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + /usr/bin/rm -rf /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.12.20230721gita17f0fd.fc40.x86_64 + RPM_EC=0 ++ jobs -p + exit 0 Executing(rmbuild): /bin/sh -e /var/tmp/rpm-tmp.k6C95R + umask 022 + cd /builddir/build/BUILD + rm -rf /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445-SPECPARTS + rm -rf neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.gemspec + RPM_EC=0 ++ jobs -p + exit 0 Finish: rpmbuild python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm Finish: build phase for python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm INFO: chroot_scan: 3 files copied to /var/lib/copr-rpmbuild/results/chroot_scan INFO: /var/lib/mock/fedora-rawhide-x86_64-1692720738.205166/root/var/log/dnf.rpm.log /var/lib/mock/fedora-rawhide-x86_64-1692720738.205166/root/var/log/dnf.librepo.log /var/lib/mock/fedora-rawhide-x86_64-1692720738.205166/root/var/log/dnf.log INFO: Done(/var/lib/copr-rpmbuild/results/python-neurotune-0.2.3-0.12.20230822gita17f0fd.fc40.src.rpm) Config(child) 2 minutes 54 seconds INFO: Results and/or logs in: /var/lib/copr-rpmbuild/results INFO: Cleaning up build root ('cleanup_on_success=True') Start: clean chroot INFO: unmounting tmpfs. Finish: clean chroot Finish: run Running RPMResults tool Package info: { "packages": [ { "name": "python-neurotune-doc", "epoch": null, "version": "0.2.3", "release": "0.12.20230721gita17f0fd.fc40", "arch": "x86_64" }, { "name": "python-neurotune", "epoch": null, "version": "0.2.3", "release": "0.12.20230822gita17f0fd.fc40", "arch": "src" }, { "name": "python-neurotune", "epoch": null, "version": "0.2.3", "release": "0.12.20230721gita17f0fd.fc40", "arch": "src" }, { "name": "python3-neurotune", "epoch": null, "version": "0.2.3", "release": "0.12.20230721gita17f0fd.fc40", "arch": "x86_64" } ] } RPMResults finished