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);
}
public IList <IGenome> Produce(
IList <IGenome> sampleGenomes,
GenomeProductionSession thisSession,
GenomeProductionSession totalSession)
{
selection.Prepare(
sampleGenomes,
thisSession,
totalSession,
thisSession.requiredNb);
var participants = selection.Select(thisSession.requiredNb);
var produced = participants.Select(x => x.CreateNew(x.Genes))
.ToArray();
Trace.Assert(produced.EveryoneIsUnique());
thisSession.RegisterParticipants(participants);
thisSession.AddNewProducedGenomes(produced);
return(produced);
}
