public void Init()
{
var innovations = new InnovationCollection();
var neuronGenes = Enumerable.Range(0, 3).Select(i => {
var inId = innovations.GetInitialNeuronInnovationId(i);
return new NeuronGene(inId, NeuronType.HiddenNeuron);
}).ToGeneList();
var synapseGenes = Enumerable.Range(0, 3).Select(i => {
var inId = innovations.GetSynapseInnovationId(i, i + 1);
return new SynapseGene(inId, i, i + 1, true);
}).ToGeneList();
var protoGenotype = new Genotype(neuronGenes, synapseGenes);
var phenotypes = Enumerable.Range(0, 100).Select(_ => {
var gt = Genotype.FromPrototype(protoGenotype);
var pt = new Phenotype(gt);
return pt;
}).ToArray();
var distanceMetric = new NEAT.DistanceMetric(0.0f, 0.0f, 35.0f);
var speciation = new NEAT.Speciation(10, 50.0f, 0.2f, distanceMetric);
species = speciation.Speciate(new NEAT.Specie[0], phenotypes);
}
public void Init()
{
var innovations = new InnovationCollection();
var neuronGenes = Enumerable.Range(0, 3).Select(i => {
var inId = innovations.GetInitialNeuronInnovationId(i);
return(new NeuronGene(inId, NeuronType.HiddenNeuron));
}).ToGeneList();
var synapseGenes = Enumerable.Range(0, 3).Select(i => {
var inId = innovations.GetSynapseInnovationId(i, i + 1);
return(new SynapseGene(inId, i, i + 1, true));
}).ToGeneList();
var protoGenotype = new Genotype(neuronGenes, synapseGenes);
var phenotypes = Enumerable.Range(0, 100).Select(_ => {
var gt = Genotype.FromPrototype(protoGenotype);
var pt = new Phenotype(gt);
return(pt);
}).ToArray();
var distanceMetric = new NEAT.DistanceMetric(0.0f, 0.0f, 35.0f);
var speciation = new NEAT.Speciation(10, 50.0f, 0.2f, distanceMetric);
species = speciation.Speciate(new NEAT.Specie[0], phenotypes);
}
public void TestSpeciation()
{
var distanceMetric = new NEAT.DistanceMetric(0.0f, 0.0f, 35.0f);
var speciation = new NEAT.Speciation(10, 50.0f, 0.2f, distanceMetric);
var species = speciation.Speciate(new NEAT.Specie[0], phenotypes);
Assert.AreEqual(15, species.Length, 5);
Assert.AreEqual(60.0f, speciation.DistanceThreshold, 10.0f);
}
public void TestSpeciation()
{
var distanceMetric = new NEAT.DistanceMetric(0.0f, 0.0f, 35.0f);
var speciation = new NEAT.Speciation(10, 50.0f, 0.2f, distanceMetric);
var species = speciation.Speciate(new NEAT.Specie[0], phenotypes);
Assert.AreEqual(15, species.Length, 5);
Assert.AreEqual(60.0f, speciation.DistanceThreshold, 10.0f);
}