public void Mutate()
{
if (RandomGenerator.NextDouble() < Constants.Con.mutate_weights_chanse)
{
//Debug.Log("mutate");
OutputLayer.Mutate();
foreach (var neuron in HiddenLayers)
{
neuron.Value.Mutate();
}
}
if (RandomGenerator.NextDouble() < Constants.Con.mutate_new_neuron_chanse)
{
//Debug.Log("mutate");
if (AllSynapses.Count == 0)
{
return;
}
AddNeuron();
}
if (RandomGenerator.NextDouble() < Constants.Con.mutate_del_neuron_chanse)
{
//Debug.Log("mutate");
if (AllSynapses.Count == 0)
{
return;
}
DelNeuron();
}
if (RandomGenerator.NextDouble() < Constants.Con.mutate_new_synapse_chanse)
{
//Debug.Log("mutate");
AddSynapse();
}
if (RandomGenerator.NextDouble() < Constants.Con.mutate_del_synapse_chanse)
{
//Debug.Log("mutate");
DelSynapse();
}
}
