public void NextGeneration()
{
SpeciesCollection.ClearSpecies();
foreach (var genome in CurrentGeneration)
{
SpeciesCollection.Speciate(genome);
}
SpeciesCollection.ClearEmptySpecies();
int population = Population;
var nextGeneration = SpeciesCollection.Selection(population);
LastGenerationWithSpecies = nextGeneration;
// fill up when there is no species or
var remaining = population - nextGeneration.Count;
for (int i = 0; i < remaining; i++)
{
nextGeneration.Add(Genome.CreateDefault(this), null);
}
//Populate(population);
LastFillUp = remaining;
LastGeneration.Clear();
LastGeneration.AddRange(CurrentGeneration);
CurrentGeneration.Clear();
CurrentGeneration.AddRange(nextGeneration.Select(x => x.Key));
Generation++;
}
public GeneticSearchResult BuildResult()
{
if (LastGeneration == null)
{
throw new InternalSearchException("Code 1001 (called build before adding any generations)");
}
return(new GeneticSearchResult(LastGeneration.ChooseBest(), LastGeneration.Clone(), history, searchTime, Generation, isComplated, Environment));
}
public void Reset(int population, int inputs, int outputs)
{
Generation = 0;
InnovationId = 0;
GenomeId = 0;
NodeId = 0;
InitialNodes.Clear();
CurrentGeneration.Clear();
LastGeneration.Clear();
SpeciesCollection.SpeciesItems.Clear();
Connections.Clear();
Initialize(population, inputs, outputs);
}
