public void Mutate_RemoveConnections()
{
foreach (var neuronGene in InputNeuronGenes.Concat(HiddenNeuronGenes))
{
if (neuronGene.Connections.Count != 0 && ConnectionRemoveChance.Value > Pseudo.Random.NextDouble())
{
neuronGene.Connections.RemoveAt(Pseudo.Random.Next(neuronGene.Connections.Count));
}
}
}
public void Mutate_AddConnections()
{
int count = 0;
bool isInputNeuron = true;
foreach (var neuronGene in InputNeuronGenes.Concat(HiddenNeuronGenes))
{
if (count == Inputs.Count)
{
isInputNeuron = false;
}
if (ConnectionAddChance.Value > Pseudo.Random.NextDouble())
{
neuronGene.Connections.Add(GetRandomConnection(neuronGene, isInputNeuron));
}
}
}