public void Mutate(Random random, NodeParameters parameters)
{
_bias += (random.NextDouble() * 2 - 1) * parameters.Bias.Rate;
if (random.NextDouble() < parameters.Function.SwapRate)
{
ActivationFunction = ActivationFunctions.GetRandom(random, parameters.Function);
}
else
{
ActivationFunction.Mutate(random, parameters.Function);
}
if (random.NextDouble() < (_isEnabled ? parameters.DisableRate : parameters.EnableRate))
{
_isEnabled = !_isEnabled;
}
}
public RandomParameters(EdgeParameters edge, NodeParameters node)
{
Edge = edge;
Node = node;
}