public void Crossover(VRandom rng, NetworkComp genome)
{
//determins the rate of crossover
double rate = rng.RandDouble(0.25, 0.75);
//calculates the maximum number of nurons and axons
//this is nessary incase the genomes have diffrent numbers
int nmax = Math.Min(this.NuronCount, genome.NuronCount);
int amax = Math.Min(this.AxonCount, genome.AxonCount);
for (int i = 0; i < nmax; i++)
{
if (rng.NextDouble() > rate)
{
continue;
}
NuronComp copy = genome.nurons[i];
nurons[i].Funciton = copy.Funciton;
}
for (int i = 0; i < amax; i++)
{
if (rng.NextDouble() > rate)
{
continue;
}
//NOTE: should we copy the entier axon or just the weight?
AxonComp copy = genome.axons[i];
axons[i].Weight = copy.Weight;
axons[i].Enabled = copy.Enabled;
axons[i].Input = copy.Input;
axons[i].Output = copy.Output;
}
throw new NotImplementedException();
}
