/// <summary>
/// Constructs a list of neural mutations operators.
/// </summary>
/// <param name="mutationOptions">The neural mutation options.</param>
/// <param name="weight">The mutation weight.</param>
/// <returns>The constructed neural mutations operators.</returns>
public static List <IMutation> ConstructNeuralMutationOperators(NeuralMutation mutationOptions, double weight = 1)
{
var mutations = new List <IMutation>();
if ((mutationOptions & NeuralMutation.Edge) == NeuralMutation.Edge)
{
mutations.Add(new EdgeMutation(weight));
}
if ((mutationOptions & NeuralMutation.Node) == NeuralMutation.Node)
{
mutations.Add(new NodeMutation(weight));
}
if ((mutationOptions & NeuralMutation.EnableDisable) == NeuralMutation.EnableDisable)
{
mutations.Add(new EnableDisableMutation(weight));
}
if ((mutationOptions & NeuralMutation.Weight) == NeuralMutation.Weight)
{
mutations.Add(new WeightMutation(weight));
}
if (mutations.Count == 0)
{
throw new ArgumentException("Error! Invalid neural mutation selection.");
}
return(mutations);
}
private NeuralChromosome GetMutation(NeuralChromosome chromosome, NeuralMutation mutation)
{
var rator = GeneticFactory.ConstructNeuralMutationOperators(mutation).First();
return(rator.Invoke(chromosome) as NeuralChromosome);
}