public NodeGene(NodeGeneType type = NodeGeneType.Hidden)
{
Id = IdGenerator.NextNodeId();
Type = type;
Value = 0;
IsReady = false;
}
/// <summary>
/// Copy an existing NodeGene. Only the id and the type will be copied.
/// </summary>
/// <param name="nodeGene"></param>
public NodeGene(NodeGene nodeGene)
{
_id = nodeGene.ID;
_type = nodeGene.Type;
_typeOfFunction = nodeGene.TypeOfActivationFunction;
_xValue = nodeGene.XValue;
_inputs = new List <ConnectionGene>();
}
/// <summary>
/// Create a new node gene with an id and a type
/// </summary>
/// <param name="id">of the node gene. Must be unique</param>
/// <param name="type">of the node gene</param>
/// <param name="function">the type of activation function</param>
public NodeGene(int id, NodeGeneType type, float yValue, ActivationFunctionHelper.Function function)
{
_id = id;
_type = type;
_typeOfFunction = function;
_xValue = yValue;
_inputs = new List <ConnectionGene>();
}
/// <summary>
/// Create a new node gene with an id and a type
/// </summary>
/// <param name="id">of the node gene. Must be unique</param>
/// <param name="type">of the node gene</param>
public NodeGene(int id, NodeGeneType type, float xValue)
{
_id = id;
_type = type;
_xValue = xValue;
_inputs = new List <ConnectionGene>();
_typeOfFunction = ActivationFunctionHelper.Function.SIGMOID;
}
internal NodeGene(NodeGeneType nodeType, int idx, NodeActivationType activationType)
{
NodeType = nodeType;
Idx = idx;
ActivationType = activationType;
}
