public Chromosome(Chromosome chromosome)
{
this.Genes = new List <Gene>(chromosome.Genes).ToArray();
this.MutationTracker = chromosome.MutationTracker;
this.neuralChromosome = chromosome.neuralChromosome;
this.Parameters = chromosome.Parameters;
}
public Chromosome(Gene[] genes, NeuralChromosome neuralChromosome, string mutationTracker, ChromosomeParameters parameters)
{
this.Genes = new List <Gene>(genes).ToArray();
this.MutationTracker = mutationTracker;
this.neuralChromosome = neuralChromosome;
this.Parameters = parameters;
}
public Chromosome(SerializationInfo info, StreamingContext context)
{
Genes = (Gene[])info.GetValue("Genes", typeof(Gene[]));
MutationTracker = (string)info.GetValue("MutationTracker", typeof(string));
neuralChromosome = (NeuralChromosome)info.GetValue("neuralChromosome", typeof(NeuralChromosome));
Parameters = (ChromosomeParameters)info.GetValue("Parameters", typeof(ChromosomeParameters));
}
private static ChromosomeParameters MutateParameters(ChromosomeParameters parameters)
{
double[] param = parameters.ToArray();
for (int i = 0; i < param.Length; i++)
{
param[i] = MutateParameter(param[i], 0, 1);
}
return(new ChromosomeParameters(param));
}
public static ChromosomeParameters CrossParameters(ChromosomeParameters parameters1, ChromosomeParameters parameters2)
{
double[] p1 = parameters1.ToArray();
double[] p2 = parameters2.ToArray();
double[] res = new double[p1.Length];
for (int i = 0; i < p1.Length; i++)
{
if (GenesManager.r.Next(2) == 0)
{
res[i] = p1[i];
}
else
{
res[i] = p2[i];
}
}
return(new ChromosomeParameters(res));
}
public static Chromosome CreateCrossover(Chromosome ch1, Chromosome ch2)
{
Gene[] genes = CrossoverManager.Crossover(ch1.Genes, ch2.Genes);
var neuralComparableGenes = CrossoverManager.Crossover(ch1.neuralChromosome.GetComparableGenes(), ch2.neuralChromosome.GetComparableGenes());
DendriteGene[] dendriteGenes = new DendriteGene[neuralComparableGenes.Length];
for (int i = 0; i < dendriteGenes.Length; i++)
{
dendriteGenes[i] = neuralComparableGenes[i].GetGene();
}
NeuralChromosome neuralChromosome = new NeuralChromosome(dendriteGenes);
ChromosomeParameters parameters = CrossoverManager.CrossParameters(ch1.Parameters, ch2.Parameters);
Chromosome chromosome = new Chromosome(genes, neuralChromosome, ch1.MutationTracker + "CR", parameters);
return(chromosome);
}