private void Save()
{
this.Current.Genomes.Sort((Comparison <NetworkGenome>)((b, a) => a.Fitness.CompareTo(b.Fitness)));
NetworkGenome genome = this.Current.Genomes[0];
this.Champions.Add(genome);
this.Current.Genomes.Sort((Comparison <NetworkGenome>)((a, b) => a.Species.CompareTo(b.Species)));
if (this.Saves.Champions.save && this.Generation % this.Saves.Champions.inteval == 0)
{
NetworkGenome.SaveToFile(genome, this.Saves.Champions.path + "G" + this.Generation.ToString("0000") + "Champ.xml");
}
if (this.Saves.Populations.save && this.Generation % this.Saves.Populations.inteval == 0)
{
Population.SaveToXml(this.Saves.Populations.path + "G" + this.Generation.ToString("0000") + "Pop.xml", this.Current);
}
if (this.Saves.PopulationStatistics.save && (this.Generation % this.Saves.PopulationStatistics.inteval == 0 || this.Generation == 1))
{
this.PopulationStatsFile.WriteLine((string)(object)this.Current.Generation + (object)"\t" + (string)(object)this.Current.MeanFitness + "\t" + (string)(object)this.Current.MaxFitness);
}
if (this.Saves.Species.save && this.Generation % this.Saves.Species.inteval == 0)
{
for (int index = 0; index < this.species.Count; ++index)
{
Species.SaveToXml(this.Saves.Species.path + "G" + this.Generation.ToString("0000") + "Species" + index.ToString("0000") + ".xml", this.species[index]);
}
}
if (!this.Saves.SpeciesStatistics.save || this.Generation % this.Saves.SpeciesStatistics.inteval != 0)
{
return;
}
this.WriteSpeciesStats();
}
//by phillip
static void MapWeights(NetworkGenome genome, DecodedNetworks cppn)
{
double[] coords = new double[4];
double[] output;
LinkGene temp;
SubstrateNodes source;
SubstrateNodes target;
int linkId = 0;
for (int i = 1; i < genome.Links.Count; i++)
{
temp = genome.Links[i];
source = (SubstrateNodes)genome.Nodes[temp.Source];
target = (SubstrateNodes)genome.Nodes[temp.Target];
if (temp.Source != 0)
{
coords[0] = source.Coordinate[0];
coords[1] = source.Coordinate[1];
}
else
{
coords[0] = target.Coordinate[0];
coords[1] = target.Coordinate[1];
}
coords[2] = target.Coordinate[0];
coords[3] = target.Coordinate[1];
cppn.Flush();
cppn.SetInputs(coords);
cppn.ActivateNetwork(5);
output = cppn.GetOutputs();
if (source.Id != 0)
{
temp.Weight = output[0];
}
else
{
temp.Weight = output[1];
}
}
if (saveSub)
{
NetworkGenome.SaveToFile(genome, "Sub.xml");
saveSub = false;
}
}
private void PerformTest()
{
if (this.Tests.Directory.test || this.Tests.Genome.test)
{
int num = this.Evaluator(this.Current.Genomes, true) ? 1 : 0;
if (this.Tests.Genome.test)
{
NetworkGenome.SaveToFile(this.Current.Genomes[0], this.Tests.Genome.path);
}
else
{
using (StreamWriter streamWriter = new StreamWriter(this.Tests.Directory.path + "Results.txt"))
{
for (int index = 0; index < this.Current.Genomes.Count; ++index)
{
streamWriter.WriteLine(this.Current.Genomes[index].Fitness);
}
}
}
}
else
{
if (!this.Tests.ChampionsAtEnd.test)
{
return;
}
int num = this.Evaluator(this.Champions, true) ? 1 : 0;
using (StreamWriter streamWriter = new StreamWriter(this.Tests.ChampionsAtEnd.path + "ChampResults.txt"))
{
for (int index = 0; index < this.Champions.Count; ++index)
{
streamWriter.WriteLine(this.Champions[index].Fitness);
}
}
}
}