public static RMP_Connection GetConnectionFromGene(RMP_ConnectionGene gene, RMP_Neuron source, RMP_Net net)
{
var connection = new RMP_Connection();
connection.ImprintGene(gene, source, net);
return(connection);
}
public override void ImprintGenome(INeuralNetChromosome _genome)
{
var genome = (RMP_Chromosome)_genome;
#region Creating the neurons
foreach (var gene in genome.EyeRNeuronGenes)
{
var neuron = new RMP_InputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.EyeGNeuronGenes)
{
var neuron = new RMP_InputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.EyeBNeuronGenes)
{
var neuron = new RMP_InputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.DistanceNeuronGenes)
{
var neuron = new RMP_InputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.InputNeuronGenes)
{
var neuron = new RMP_InputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.HiddenNeuronGenes)
{
var neuron = new RMP_Neuron(this);
neuron.ImprintGene(gene);
AddHiddenNeuron(neuron);
}
foreach (var gene in genome.OutputNeuronGenes)
{
var neuron = new RMP_OutputNeuron(this);
neuron.ImprintGene(gene);
AddOutputNeuron(neuron);
}
#endregion
#region Connection the neurons
int count = 0;
foreach (var gene in genome.EyeRNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(RMP_Connection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
foreach (var gene in genome.EyeGNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(RMP_Connection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
foreach (var gene in genome.EyeBNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(RMP_Connection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
foreach (var gene in genome.DistanceNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(RMP_Connection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
foreach (var gene in genome.InputNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(RMP_Connection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
count = 0;
foreach (var gene in genome.HiddenNeuronGenes)
{
var neuron = HiddenNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(RMP_Connection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
count = 0;
foreach (var gene in genome.OutputNeuronGenes)
{
var neuron = OutputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(RMP_Connection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
#endregion
}