public void FillPool()
{
//Create a new pool of Genomes
pool = new List <Genome>();
for (int i = 0; i < _poolSize; i++)
{
Genome tempGenome = new Genome(_index, i, _inputCount, _outputCount);
tempGenome.CreateBasicNodes();
tempGenome.CreateRandomConnection();
pool.Add(tempGenome);
}
}
public List <Genome> FillNewGeneration(List <Genome> oldPool)
{
List <Genome> result = ObjectCopier.Clone <List <Genome> >(oldPool);
for (int i = 0; i < result.Count; i++)
{
result[i]._index = i;
}
for (int i = 0; i < oldPool.Count; i += 2)
{
Genome Offspring1 = new Genome(_index, i + oldPool.Count, oldPool[i]._inputCount, oldPool[i]._outputCount);
Genome Offspring2 = new Genome(_index, i + 1 + oldPool.Count, oldPool[i]._inputCount, oldPool[i]._outputCount);
oldPool[i].Mate(oldPool[i + 1], Offspring1, Offspring2);
Offspring1.CreateBasicNodes();
Offspring1.CreateExtendedNodes();
Offspring2.CreateBasicNodes();
Offspring2.CreateExtendedNodes();
result.Add(Offspring1);
result.Add(Offspring2);
}
return(result);
}