public static Neuron CloneFromWithShrink(Neuron other, Random rnd, bool[] keepVector)
{
return
(new Neuron
{
Weights = other.Weights
.Where((v, idx) => keepVector[idx])
.ToArray(),
BaseLevel = other.BaseLevel,
LightSensitivity = LightSensitivityParam.CloneFrom(other.LightSensitivity, rnd)
});
}
public static Neuron CloneFrom(Neuron other, Random rnd)
{
double maxMutation = AppProperties.NetworkMaxRegularMutation;
return
(new Neuron
{
Weights =
other.Weights
.Select(x => x + (2.0 * rnd.NextDouble() - 1.0) * maxMutation)
.ToArray(),
BaseLevel = other.BaseLevel + (2.0 * rnd.NextDouble() - 1.0) * maxMutation,
LightSensitivity = LightSensitivityParam.CloneFrom(other.LightSensitivity, rnd)
});
}
