public void AddNodeGene(NodeGene toAdd)
{
if (!NodeGenes.ContainsKey(toAdd.Id))
{
NodeGenes.Add(toAdd.Id, toAdd);
}
}
public void Init(int inputNodesCount, int outputNodesCount)
{
var initSpecie = new Specie();
var progenitorGenome = new Genome();
for (int j = 0; j < inputNodesCount; j++)
{
var inputNode = new NodeGene(NodeGeneType.Input);
progenitorGenome.AddNodeGene(inputNode, inputNode.Id);
}
for (int j = 0; j < outputNodesCount; j++)
{
var outputNode = new NodeGene(NodeGeneType.Output);
progenitorGenome.AddNodeGene(outputNode, outputNode.Id);
}
for (int i = 0; i < Config.Population; i++)
{
var newGenome = new Genome(progenitorGenome);
newGenome.TryMutate();
initSpecie.Genomes.Add(newGenome);
}
Species.Add(initSpecie);
CurrentSpecie = Species.First();
CurrentPlayer = CurrentSpecie.Genomes.First();
}
public void AddNodeGene(NodeGene toAdd, int index)
{
if (!NodeGenes.ContainsKey(index))
{
NodeGenes.Add(index, toAdd);
}
}
public NodeGene(NodeGene source)
{
Id = source.Id;
Type = source.Type;
Value = source.Value;
IsReady = source.IsReady;
}
public Genome(JToken json)
{
ConnectionGenes = new Dictionary <int, ConnectionGene>();
NodeGenes = new Dictionary <int, NodeGene>();
foreach (var nodeJson in json["NodeGenes"].Children())
{
var node = new NodeGene(nodeJson);
AddNodeGene(node);
}
foreach (var connectionJson in json["ConnectionGenes"].Children())
{
var id = connectionJson.Value <int>("Key");
var value = connectionJson.Value <JToken>("Value");
var connection = new ConnectionGene(value);
AddConnectionGene(connection, id);
}
}
