/// <summary>
/// Species Creation
/// </summary>
private void SpeciesCreation()
{
// Loop in Genomes
foreach (Genome genome in _genomes)
{
bool isNewSpecies = true;
// Loop in Species
foreach (Species species in _species)
{
// If Genome Distance < Max Genome Distance => Genome is from this Species
if (Genome.GenomeDistance(genome, species.Genome, _config.disjointMutator, _config.excessMutator, _config.avgDiffMutator) < _config.maxGenomeDistance)
{
species.Genomes.Add(genome);
_genomesSpecies.Add(genome, species);
isNewSpecies = false;
break;
}
}
// If the Genome has no Species => Add it to a new Species
if (isNewSpecies)
{
Species newSpecies = new Species(genome);
_species.Add(newSpecies);
_genomesSpecies.Add(genome, newSpecies);
}
}
// Remove Empty Species
_species.RemoveAll(item => item.Genomes.Count == 0);
// Order Species Genome by Fitness (Desc order)
foreach (Species species in _species)
{
species.Genomes = species.Genomes.OrderByDescending(o => o.Fitness).ToList();
}
}