internal List <Individual> GetNewPopulation()
{
List <Individual> newPopulation = new List <Individual>();
foreach (Individual individual in population)
{
individual.EvaluateFitness();
List <Individual> invalidIndividuals = new List <Individual>();
Individual target = this.SelectDifferenceIndividual(population, invalidIndividuals);
invalidIndividuals.Add(target);
Individual differenceIndividual1 = this.SelectDifferenceIndividual(population, invalidIndividuals);
invalidIndividuals.Add(differenceIndividual1);
Individual differenceIndividual2 = this.SelectDifferenceIndividual(population, invalidIndividuals);
Individual trialIndividual = mutationStrategy.GetTrialVector(target, new List <Individual>()
{
differenceIndividual1, differenceIndividual2
});
Individual child = crossoverStrategy.Cross(individual, trialIndividual);
child.EvaluateFitness();
newPopulation.Add(generationSelectionStrategy.Select(new List <Individual> {
individual, child
}));
}
return(newPopulation);
}
