public void SetWithDoubleArrayChromosome(DoubleArrayChromosome daChromosome)
{
int count = 0;
double[] chromosomeGenes = daChromosome.Value;
// asign new weights and thresholds to network from the given chromosome
for (int i = 0, layersCount = Layers.Length; i < layersCount; i++)
{
Layer layer = Layers[i];
for (int j = 0; j < layer.Neurons.Length; j++)
{
ActivationNeuron neuron = layer.Neurons[j] as ActivationNeuron;
for (int k = 0; k < neuron.Weights.Length; k++)
{
neuron.Weights[k] = chromosomeGenes[count++];
}
neuron.Threshold = chromosomeGenes[count++];
}
}
}
/// <summary>
/// Initializes a new instance of the <see cref="DoubleArrayChromosome"/> class.
/// </summary>
///
/// <param name="source">Source chromosome to copy.</param>
///
/// <remarks><para>This is a copy constructor, which creates the exact copy
/// of specified chromosome.</para></remarks>
///
public DoubleArrayChromosome(DoubleArrayChromosome source)
{
this.chromosomeGenerator = source.chromosomeGenerator;
this.mutationMultiplierGenerator = source.mutationMultiplierGenerator;
this.mutationAdditionGenerator = source.mutationAdditionGenerator;
this.length = source.length;
this.fitness = source.fitness;
this.mutationBalancer = source.mutationBalancer;
this.crossoverBalancer = source.crossoverBalancer;
// copy genes
val = (double[])source.val.Clone();
}
