/// <summary>
/// Parematers are explained in <see cref="AiController"/>
/// </summary>
public static IGeneration Create(
int inputs,
int[] hiddenLayers,
int outputs,
int genomes,
int elitism,
int freshGenomes,
int breedChilds,
float mutationRate,
float mutationRange,
Func <float, float> activationFunction)
{
var evolution = new NeuroevolutionGeneration(inputs,
hiddenLayers,
outputs,
genomes,
elitism,
freshGenomes,
breedChilds,
mutationRate,
mutationRange,
activationFunction,
NewGeneration(inputs, hiddenLayers, outputs, genomes));
return(evolution);
}
private void Start()
{
Generation = NeuroevolutionGeneration.Create(
Inputs,
HiddenLayers,
Outputs,
Genomes,
Elitism,
FreshGenomes,
BreedChilds,
MutationRate,
MutationRange,
ActivationFunction.FromType(ActivationFunctionType));
}
public void Load(byte[] bytes)
{
Generation = NeuroevolutionGeneration.Load(bytes,
ActivationFunction.FromType(ActivationFunctionType));
}