/// <summary>
/// Get a random activation function
/// </summary>
/// <returns>a Activation function</returns>
public static ActivationEnumeration Random()
{
int count = GetAll <ActivationEnumeration>().Count();
int i = (int)(ThreadSafeRandom.Random() * count);
return(GetAll <ActivationEnumeration>().ToList()[i]);
}
///<inheritdoc/>
public void Mutate()
{
if (Constants.PROBABILITY_MUTATE_LINK > ThreadSafeRandom.Random())
{
MutateLink();
}
if (Constants.PROBABILITY_MUTATE_NODE > ThreadSafeRandom.Random())
{
MutateNode();
}
if (Constants.PROBABILITY_MUTATE_WEIGHT_RANDOM > ThreadSafeRandom.Random())
{
MutateWeightRandom();
}
if (Constants.PROBABILITY_MUTATE_WEIGHT_SHIFT > ThreadSafeRandom.Random())
{
MutateWeightShift();
}
if (Constants.PROBABILITY_MUTATE_TOGGLE_LINK > ThreadSafeRandom.Random())
{
MutateToggleLink();
}
if (Constants.PROBABILITY_MUTATE_ACTIVATION_RANDOM > ThreadSafeRandom.Random())
{
MutateActivationRandom();
}
}
