protected override IList <IGenome> DoProduction(
IList <IGenome> sampleGenomes,
GenomeProductionSession thisSession,
GenomeProductionSession totalSession)
{
var selections = (int)Math.Ceiling((float)thisSession.requiredNb / Crossover.NbOfChildren);
var totalNbToSelct = selections * Crossover.NbOfParents;
Selection.Prepare(
sampleGenomes,
thisSession,
totalSession,
totalNbToSelect: totalNbToSelct);
Crossover.Prepare(
sampleGenomes,
thisSession,
totalSession);
while (thisSession.CurrentlyProduced.Count < thisSession.requiredNb)
{
var parents = Selection.Select(Crossover.NbOfParents).ToArray();
var children = Crossover.Cross(parents);
var usedChildren = thisSession.AddNewProducedGenomes(children);
foreach (var child in usedChildren)
{
this.MutationManager.ApplyMutations(child);
}
}
return(thisSession.CurrentlyProduced);
}