public void MutateNodes()
{
List <NeuralGeneNode> tmpNodesNoinputsList = new List <NeuralGeneNode>();
foreach (NeuralGeneNode node in HiddenLayers)
{
tmpNodesNoinputsList.Add(node);
}
foreach (NeuralGeneNode node in OutputLayer)
{
tmpNodesNoinputsList.Add(node);
}
NeuralGeneNode tmpHiddenNode = AddHiddenNode(neuralActivationFunctions[1]);
List <NeuralGeneConnection> possibleConnectionsList = new List <NeuralGeneConnection>();
foreach (var node in tmpNodesNoinputsList)
{
foreach (var connection in node.inputSynapses)
{
if ((connection.outputNeuron.nodeNumber > tmpHiddenNode.nodeNumber || OutputLayer.Contains(connection.outputNeuron)) && connection.connectionIsEnabled)
{
possibleConnectionsList.Add(connection);
}
}
}
int nodeConnectionIndex = UnityEngine.Random.Range(0, possibleConnectionsList.Count);
possibleConnectionsList[nodeConnectionIndex].connectionIsEnabled = false;
AddConnection(possibleConnectionsList[nodeConnectionIndex].inputNeuron, tmpHiddenNode, true);
AddConnection(tmpHiddenNode, possibleConnectionsList[nodeConnectionIndex].outputNeuron, true);
}
