// Declare member variables here. Examples:
// private int a = 2;
// private string b = "text";
// Called when the node enters the scene tree for the first time.
public override void _Ready()
{
double[] data = new double[] { 3, 3, 3 };
Counter counter = new Counter();
Genome master = new Genome();
GenesisPhenotype gp = new GenesisPhenotype(counter, master, 3, 3);
List <Neuron> inputNeurons = gp.InputNeurons;
List <Neuron> outputNeurons = gp.OutputNeurons;
List <Synapse> synapses = gp.Synapses;
Phenotype new_pheno = new Phenotype(master, synapses, inputNeurons, outputNeurons, new List <Neuron>(), counter);
Phenotype clone = new_pheno.Clone();
for (int i = 0; i < 1; i++)
{
new_pheno.Mutate();
clone.Mutate();
}
double[] output = new_pheno.Forward(data);
double[] output2 = clone.Forward(data);
PrintOutput(output);
PrintOutput(output2);
Phenotype mate = new_pheno.Mate(clone);
double[] output3 = mate.Forward(data);
PrintOutput(output3);
}
public PopulationManager(int popSize, int nInputs, int nOutputs)
{
this.popSize = popSize;
GenesisPhenotype proto = new GenesisPhenotype(this.counter, this.MasterGenome, nInputs, nOutputs);
Phenotype Adam = new Phenotype(MasterGenome, proto.Synapses, proto.InputNeurons, proto.OutputNeurons, new List <Neuron>(), counter);
for (int i = 0; i < popSize; i++)
{
Phenotype newClone = Adam.Clone();
// newClone.Mutate();
Population.Add(newClone);
}
}