public Phenotype BreedWith(Organism other, InnovationCacher currentGeneration)
{
Organism dominantParent;
if (CalculateFitness() == other.CalculateFitness())
{
dominantParent = Utility.RandomBoolean() ? this : other;
}
else
{
dominantParent = CalculateFitness() > other.CalculateFitness() ? this : other;
}
var child = dominantParent.Chromosome;
var sizeOfSmallerParent = System.Math.Min(Chromosome.GeneCount, other.Chromosome.GeneCount);
for (var i = 0; i < sizeOfSmallerParent && child.GetGeneAt(i) == other.Chromosome.GetGeneAt(i); ++i)
{
if (Utility.RandomBoolean())
{
child.GetGeneAt(i).Weight = other.Chromosome.GetGeneAt(i).Weight;
}
}
return(new Phenotype(_neat, child, currentGeneration));
}