C# Class SharpNeat.Genomes.RbfNeat.RbfGenomeFactory

A sub-class of NeatGenomeFactory for creating RBF-Neat genomes. RBF = Radial Basis Functions.
Inheritance: NeatGenomeFactory
Show file Open project: colgreen/sharpneat

Public Methods

Method Description
CreateNeuronGene ( uint innovationId, NodeType neuronType ) : NeuronGene

Override that randomly assigns activation functions to neuron's from an activation function library based on each library item's selection probability.
RbfGenomeFactory ( int inputNeuronCount, int outputNeuronCount, IActivationFunctionLibrary activationFnLibrary ) : SharpNeat.Genomes.Neat

Constructs with default NeatGenomeParameters, ID generators initialized to zero and the provided IActivationFunctionLibrary.
RbfGenomeFactory ( int inputNeuronCount, int outputNeuronCount, IActivationFunctionLibrary activationFnLibrary, NeatGenomeParameters neatGenomeParams ) : SharpNeat.Genomes.Neat

Constructs with the provided IActivationFunctionLibrary and NeatGenomeParameters.
RbfGenomeFactory ( int inputNeuronCount, int outputNeuronCount, IActivationFunctionLibrary activationFnLibrary, NeatGenomeParameters neatGenomeParams, UInt32IdGenerator genomeIdGenerator, UInt32IdGenerator innovationIdGenerator ) : SharpNeat.Genomes.Neat

Constructs with the provided IActivationFunctionLibrary, NeatGenomeParameters and ID generators.

Method Details

CreateNeuronGene() public method

Override that randomly assigns activation functions to neuron's from an activation function library based on each library item's selection probability.
public CreateNeuronGene ( uint innovationId, NodeType neuronType ) : NeuronGene
innovationId uint
neuronType NodeType
return SharpNeat.Genomes.Neat.NeuronGene

RbfGenomeFactory() public method

Constructs with default NeatGenomeParameters, ID generators initialized to zero and the provided IActivationFunctionLibrary.
public RbfGenomeFactory ( int inputNeuronCount, int outputNeuronCount, IActivationFunctionLibrary activationFnLibrary ) : SharpNeat.Genomes.Neat
inputNeuronCount int
outputNeuronCount int
activationFnLibrary IActivationFunctionLibrary
return SharpNeat.Genomes.Neat

RbfGenomeFactory() public method

Constructs with the provided IActivationFunctionLibrary and NeatGenomeParameters.
public RbfGenomeFactory ( int inputNeuronCount, int outputNeuronCount, IActivationFunctionLibrary activationFnLibrary, NeatGenomeParameters neatGenomeParams ) : SharpNeat.Genomes.Neat
inputNeuronCount int
outputNeuronCount int
activationFnLibrary IActivationFunctionLibrary
neatGenomeParams SharpNeat.Genomes.Neat.NeatGenomeParameters
return SharpNeat.Genomes.Neat

RbfGenomeFactory() public method

Constructs with the provided IActivationFunctionLibrary, NeatGenomeParameters and ID generators.
public RbfGenomeFactory ( int inputNeuronCount, int outputNeuronCount, IActivationFunctionLibrary activationFnLibrary, NeatGenomeParameters neatGenomeParams, UInt32IdGenerator genomeIdGenerator, UInt32IdGenerator innovationIdGenerator ) : SharpNeat.Genomes.Neat
inputNeuronCount int
outputNeuronCount int
activationFnLibrary IActivationFunctionLibrary
neatGenomeParams SharpNeat.Genomes.Neat.NeatGenomeParameters
genomeIdGenerator SharpNeat.Utility.UInt32IdGenerator
innovationIdGenerator SharpNeat.Utility.UInt32IdGenerator
return SharpNeat.Genomes.Neat