public static RMP_Connection GetConnectionFromGene(RMP_ConnectionGene gene, RMP_Neuron source, RMP_Net net)
{
var connection = new RMP_Connection();
connection.ImprintGene(gene, source, net);
return(connection);
}
public override Gene Clone()
{
var gene = new RMP_ConnectionGene(GeneHeritage);
gene.Target = Target;
gene.IsOutputConnection = IsOutputConnection;
gene.Weight = Weight;
return(gene);
}
public void ImprintGene(RMP_ConnectionGene gene, RMP_Neuron source, RMP_Net net)
{
RMP_Neuron target;
if (gene.IsOutputConnection)
{
target = net.OutputNeurons[gene.Target];
}
else
{
target = net.HiddenNeurons[gene.Target];
}
Source = source;
Target = target;
Weight = gene.Weight.Value;
}
public RMP_ConnectionGene GetRandomConnection(int target, bool isOutputConnection)
{
var gene = new RMP_ConnectionGene();
double weight;
if (InhibitoryConnectionChance > Pseudo.Random.NextDouble())
{
weight = Pseudo.Random.NextDouble(gene.Weight.Min, 0);
}
else
{
weight = Pseudo.Random.NextDouble(0, gene.Weight.Max);
}
gene.Weight.Value = weight;
gene.Target = target;
gene.IsOutputConnection = isOutputConnection;
return(gene);
}