public override INeuralNetChromosome Clone()
{
var clone = new RMP_Chromosome();
clone.InhibitoryConnectionChance = InhibitoryConnectionChance;
clone.ConnectionChance = ConnectionChance;
clone.NewConnectionsCanForm = NewConnectionsCanForm;
clone.ConnectionsCanDie = ConnectionsCanDie;
clone.NewNeuronsCanForm = NewNeuronsCanForm;
clone.NeuronsCanDie = NeuronsCanDie;
clone.EyeRNeuronGenes.AddRange(EyeRNeuronGenes.Select(n => (RMP_NeuronGene)n.Clone()));
clone.EyeGNeuronGenes.AddRange(EyeGNeuronGenes.Select(n => (RMP_NeuronGene)n.Clone()));
clone.EyeBNeuronGenes.AddRange(EyeBNeuronGenes.Select(n => (RMP_NeuronGene)n.Clone()));
clone.DistanceNeuronGenes.AddRange(DistanceNeuronGenes.Select(n => (RMP_NeuronGene)n.Clone()));
clone.HiddenNeuronGenes.AddRange(HiddenNeuronGenes.Select(n => (RMP_NeuronGene)n.Clone()));
clone.InputNeuronGenes.AddRange(InputNeuronGenes.Select(n => (RMP_NeuronGene)n.Clone()));
clone.OutputNeuronGenes.AddRange(OutputNeuronGenes.Select(n => (RMP_NeuronGene)n.Clone()));
clone.MutationGenes.AddRange(MutationGenes.Select(n => (DoubleGene)n.Clone()));
clone.GlobalSigmoidFunction = (SigmoidFunction)GlobalSigmoidFunction.Clone();
clone.GlobalOutputSigmoidFunction = (SigmoidFunction)GlobalOutputSigmoidFunction.Clone();
return(clone);
}
protected override void WriteInfo(BinaryWriter w)
{
base.WriteInfo(w);
w.Write(InhibitoryConnectionChance);
w.Write(ConnectionChance);
w.Write(NewConnectionsCanForm);
w.Write(ConnectionsCanDie);
w.Write(NewNeuronsCanForm);
w.Write(NeuronsCanDie);
WriteListInfo(EyeRNeuronGenes, w);
WriteListInfo(EyeGNeuronGenes, w);
WriteListInfo(EyeBNeuronGenes, w);
WriteListInfo(DistanceNeuronGenes, w);
WriteListInfo(HiddenNeuronGenes, w);
WriteListInfo(InputNeuronGenes, w);
WriteListInfo(OutputNeuronGenes, w);
WriteListInfo(MutationGenes, w);
GlobalSigmoidFunction.Save(w);
GlobalOutputSigmoidFunction.Save(w);
}
public override INeuralNetChromosome CrossoverWith(INeuralNetChromosome netC2, CrossoverFunction crossoverFunction)
{
var c2 = (RMP_Chromosome)netC2;
var child = new RMP_Chromosome();
crossoverFunction.Crossover(MutationGenes, c2.MutationGenes, child.MutationGenes);
crossoverFunction.Crossover(EyeRNeuronGenes, c2.EyeRNeuronGenes, child.EyeRNeuronGenes);
crossoverFunction.Crossover(EyeGNeuronGenes, c2.EyeGNeuronGenes, child.EyeGNeuronGenes);
crossoverFunction.Crossover(EyeBNeuronGenes, c2.EyeBNeuronGenes, child.EyeBNeuronGenes);
crossoverFunction.Crossover(DistanceNeuronGenes, c2.DistanceNeuronGenes, child.DistanceNeuronGenes);
crossoverFunction.Crossover(HiddenNeuronGenes, c2.HiddenNeuronGenes, child.HiddenNeuronGenes);
crossoverFunction.Crossover(InputNeuronGenes, c2.InputNeuronGenes, child.InputNeuronGenes);
crossoverFunction.Crossover(OutputNeuronGenes, c2.OutputNeuronGenes, child.OutputNeuronGenes);
child.GlobalSigmoidFunction = (SigmoidFunction)GlobalSigmoidFunction.CrossoverModule(c2.GlobalSigmoidFunction, crossoverFunction);
child.GlobalOutputSigmoidFunction = (SigmoidFunction)GlobalOutputSigmoidFunction.CrossoverModule(c2.GlobalOutputSigmoidFunction, crossoverFunction);
return(child);
}
