public void Mutate(double probability, double standardDeviation)
{
if (Playfield.RNG.NextDouble() < probability)
{
WeightsInputToHidden = WeightsInputToHidden.Add(RandomGaussian(0, standardDeviation));
}
if (Playfield.RNG.NextDouble() < probability)
{
WeightsHiddenToOutput = WeightsHiddenToOutput.Add(RandomGaussian(0, standardDeviation));
}
if (Playfield.RNG.NextDouble() < probability)
{
BiasHidden = BiasHidden.Add(RandomGaussian(0, standardDeviation));
}
if (Playfield.RNG.NextDouble() < probability)
{
BiasOutput = BiasOutput.Add(RandomGaussian(0, standardDeviation));
}
UpdateVisualization();
}
private void InitWeights()
{
//Randomize weights
WeightsInputToHidden.Random();
WeightsHiddenToOutput.Random();
}
