/// <summary>
/// gets a mutated copy of the network
/// </summary>
/// <param name="mutateRate">default 1% mutateRate</param>
/// <returns></returns>
public void Mutate(double mutateRate = 0.01)
{
Random mutateGen = new Random();
//Random mutateGen = new Random(1);
_inputLayer.Mutate(mutateRate);
foreach (Layer hiddenLayer in _hiddenLayers)
{
hiddenLayer.Mutate(mutateRate);
}
_outputLayer.Mutate(mutateRate);
}
/// <summary>
/// gets a mutated copy of the network
/// </summary>
/// <param name="mutateRate">default 1% mutateRate</param>
/// <returns></returns>
public void Mutate(double mutateRate = 0.01, bool percentMutate = false)
{
Random mutateGen = RndGen.rnd;
//Random mutateGen = new Random(1);
_inputLayer.Mutate(mutateRate, percentMutate);
foreach (Layer hiddenLayer in _hiddenLayers)
{
hiddenLayer.Mutate(mutateRate, percentMutate);
}
_outputLayer.Mutate(mutateRate, percentMutate);
}