public GenomeSettings(int genomeSize)
{
this.elitism = Math.Max(1, genomeSize / 10);
this.mutationRate = 0.01f;
this.scalingType = FitnessScalingType.SigmaTruncation;
this.reproductionType = ReproductionType.Generational;
this.selectionType = SelectionType.RouletteWheel;
this.mutationType = MutationType.Exchange;
this.crossoverType = CrossoverType.SinglePoint;
}
public static void ScaleFitness(List <Gene <T> > genes, FitnessScalingType scalingType)
{
switch (scalingType)
{
case FitnessScalingType.SigmaTruncation:
SigmaTruncation(genes);
break;
case FitnessScalingType.Rank:
Rank(genes);
break;
case FitnessScalingType.None:
return;
}
}
public GenomeSettings
(
int elitism,
float mutationRate,
FitnessScalingType scalingType,
ReproductionType reproductionType,
SelectionType selectionType,
MutationType mutationType,
CrossoverType crossoverType
)
{
this.elitism = elitism;
this.mutationRate = mutationRate;
this.scalingType = scalingType;
this.reproductionType = reproductionType;
this.selectionType = selectionType;
this.mutationType = mutationType;
this.crossoverType = crossoverType;
}