AdaptiveNormalization {MaOEA} | R Documentation |
Normalize the objectives to 0-1. The origin is the ideal point. (1,...,1) is not the nadir point. The normalization is done by using adaptive normalization used in NSGA-III.
AdaptiveNormalization(objectiveValue)
objectiveValue |
Set of objective vectors to normalize |
A list containing the following:
normalizedObjective
The normalized values
idealPoint
The ideal point corresponding to the origin
nadirPoint
The location of nadir point in the normalized Space
nObj <- 5
nIndividual <- 100
nVar <- 10
population <- InitializePopulationLHS(nIndividual,nVar,FALSE)
objective <- matrix(,nrow=nObj,ncol=nIndividual)
for(individual in 1:nIndividual){
objective[,individual] <- WFG4(population[,individual],nObj)
}
AdaptiveNormalization(objective)