CalculateNetDepth(CGenome genome)
{
int maxDepth = 0;
for (int i = 0; i < genome.NumNeurons(); i++)
{
for (int j = 0; j < vecSplits.Count; j++)
{
SplitDepth split = vecSplits[i];
if (genome.SplitY(i) == split.value &&
split.depth > maxDepth)
{
maxDepth = split.depth;
}
}
}
return(maxDepth + 2);
}
MutateBaby(CGenome baby)
{
if (baby.NumNeurons() < _params.MaxPermittedNeurons)
{
baby.AddNeuron(_params.ChanceAddNode, innovation,
_params.NumTriesToFindOldLink);
}
baby.AddLink(_params.ChanceAddLink,
_params.ChanceAddRecurrentLink, innovation,
_params.NumTriesToFindLoopedLink,
_params.NumAddLinkAttempts);
baby.MutateWeights(_params.MutationRate,
_params.ChanceWeightReplaced,
_params.MaxWeightPerturbation);
baby.MutateActivationResponse(_params.ActivationMutationRate,
_params.MaxActivationPerturbation);
}