/// <summary>
/// Constructs with the provided IActivationFunctionLibrary, NeatGenomeParameters and ID generators.
/// </summary>
public RbfGenomeFactory(int inputNeuronCount, int outputNeuronCount,
IActivationFunctionLibrary activationFnLibrary,
NeatGenomeParameters neatGenomeParams,
UInt32IdGenerator genomeIdGenerator, UInt32IdGenerator innovationIdGenerator)
: base(inputNeuronCount, outputNeuronCount, activationFnLibrary, neatGenomeParams, genomeIdGenerator, innovationIdGenerator)
{
}
/// <summary>
/// Constructs a NeatGenomeFactory with the provided NeatGenomeParameters and ID generators initialized to zero.
/// </summary>
public NeatGenomeFactory(int inputNeuronCount, int outputNeuronCount,
NeatGenomeParameters neatGenomeParams)
{
_inputNeuronCount = inputNeuronCount;
_outputNeuronCount = outputNeuronCount;
_activationFnLibrary = DefaultActivationFunctionLibrary.CreateLibraryNeat(neatGenomeParams.ActivationFn);
_neatGenomeParamsCurrent = neatGenomeParams;
_neatGenomeParamsComplexifying = _neatGenomeParamsCurrent;
_neatGenomeParamsSimplifying = NeatGenomeParameters.CreateSimplifyingParameters(_neatGenomeParamsComplexifying);
_genomeIdGenerator = new UInt32IdGenerator();
_innovationIdGenerator = new UInt32IdGenerator();
}
/// <summary>
/// Constructs with the provided IActivationFunctionLibrary, NeatGenomeParameters and
/// ID Generators.
/// This overload required for CPPN support.
/// </summary>
public NeatGenomeFactory(int inputNeuronCount, int outputNeuronCount,
IActivationFunctionLibrary activationFnLibrary,
NeatGenomeParameters neatGenomeParams,
UInt32IdGenerator genomeIdGenerator,
UInt32IdGenerator innovationIdGenerator)
{
_inputNeuronCount = inputNeuronCount;
_outputNeuronCount = outputNeuronCount;
_activationFnLibrary = activationFnLibrary;
_neatGenomeParamsCurrent = neatGenomeParams;
_neatGenomeParamsComplexifying = _neatGenomeParamsCurrent;
_neatGenomeParamsSimplifying = NeatGenomeParameters.CreateSimplifyingParameters(_neatGenomeParamsComplexifying);
_genomeIdGenerator = genomeIdGenerator;
_innovationIdGenerator = innovationIdGenerator;
}
/// <summary>
/// Construct by assigning new IDs gemnerated by the provided UInt32IdGenerator.
/// </summary>
public AddedNeuronGeneStruct(UInt32IdGenerator idGenerator)
{
_addedNeuronId = idGenerator.NextId;
_addedInputConnectionId = idGenerator.NextId;
_addedOutputConnectionId = idGenerator.NextId;
}
