nsga3-package {nsga3} | R Documentation |
NSGA III for Multi Objective Feature Selection
Description
An adaptation of Non-dominated Sorting Genetic Algorithm III for multi objective feature selection tasks. Non-dominated Sorting Genetic Algorithm III is a genetic algorithm that solves multiple optimization problems simultaneously by applying a non-dominated sorting technique. It uses a reference points based selection operator to explore solution space and preserve diversity. See the original paper by K. Deb and H. Jain (2014) <DOI:10.1109/TEVC.2013.2281534> for a detailed description.
Author(s)
Artem Shramko <art.shramko at gmail.com>
References
K. Deb, H. Jain (2014) <DOI:10.1109/TEVC.2013.2281534>
[Package nsga3 version 0.0.3 Index]