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++;
}