public Node()
{
this.signal = 0.0;
this.tempSignal = 0.0;
this.activation = ActivationFunctions.GetFunction("Identity");
this.links = new List <DecodedNetworks.Link>();
}
public static DecodedNetworks DecodeGenome(NetworkGenome genome)
{
DecodedNetworks decodedNetwork = new DecodedNetworks();
NetworkGenome NetworkGenome = genome.Clone() as NetworkGenome;
NetworkGenome.Nodes.Sort();
for (int index = 0; index < NetworkGenome.Nodes.Count; ++index)
{
if (NetworkGenome.Nodes[index].Id != index)
{
foreach (LinkGene LinkGenes in NetworkGenome.Links)
{
if (LinkGenes.Source == NetworkGenome.Nodes[index].Id)
{
LinkGenes.Source = index;
}
if (LinkGenes.Target == NetworkGenome.Nodes[index].Id)
{
LinkGenes.Target = index;
}
}
}
NetworkGenome.Nodes[index].Id = index;
}
foreach (NodeGene NodeGenes in NetworkGenome.Nodes)
{
DecodedNetworks.Node node = new DecodedNetworks.Node();
node.activation = ActivationFunctions.GetFunction(NodeGenes.Function);
foreach (LinkGene LinkGenes in NetworkGenome.Links)
{
if (LinkGenes.Target == NodeGenes.Id)
{
node.links.Add(new DecodedNetworks.Link()
{
sourceNode = LinkGenes.Source,
weight = LinkGenes.Weight
});
}
}
if (NodeGenes.Type == NodeType.Bias)
{
node.signal = 1.0;
decodedNetwork.Neurons.Add(node);
}
else if (NodeGenes.Type == NodeType.Input)
{
decodedNetwork.Neurons.Add(node);
decodedNetwork.Inputs.Add(node);
}
else if (NodeGenes.Type == NodeType.Hidden)
{
decodedNetwork.Neurons.Add(node);
decodedNetwork.ActivatingNodes.Add(node);
}
else
{
decodedNetwork.Neurons.Add(node);
decodedNetwork.ActivatingNodes.Add(node);
decodedNetwork.Outputs.Add(node);
}
}
decodedNetwork.OutputArray = new double[decodedNetwork.Outputs.Count];
return(decodedNetwork);
}
