C# Class Encog.Neural.NEAT.Training.NEATGenome

Inheritance: Encog.ML.Genetic.Genome.BasicGenome, ICloneable

ファイルを表示 Open project: encog/encog-silverlight-core Class Usage Examples

Public Methods

Method	Description
AlreadyHaveThisNeuronID ( long id ) : bool	Do we already have this neuron id?
Clone ( ) : object	Clone the object. Not currently supported.
Decode ( ) : void	Convert the genes to an actual network.
Encode ( ) : void	Convert the network to genes. Not currently supported.
GetCompatibilityScore ( NEATGenome genome ) : double	Get the compatibility score with another genome. Used to determine species.
GetSplitY ( int nd ) : double	Get the specified split y.
IsDuplicateLink ( long fromNeuronID, long toNeuronID ) : bool	Determine if this is a duplicate link.
MutateActivationResponse ( double mutateRate, double maxPertubation ) : void	Mutate the activation response.
MutateWeights ( double mutateRate, double probNewMutate, double maxPertubation ) : void	Mutate the weights.
NEATGenome ( ) : System	Construct the object.
NEATGenome ( NEATGenome other ) : System	Construct a genome by copying another.
NEATGenome ( long genomeID, Chromosome neurons, Chromosome links, int inputCount_0, int outputCount_1 ) : System	Create a NEAT gnome.
NEATGenome ( long id, int inputCount_0, int outputCount_1 ) : System	Construct a genome, do not provide links and neurons.
SortGenes ( ) : void	Sort the genes.

Private Methods

Method	Description
AddLink ( double mutationRate, double chanceOfLooped, int numTrysToFindLoop, int numTrysToAddLink ) : void	Mutate the genome by adding a link to this genome.
AddNeuron ( double mutationRate, int numTrysToFindOldLink ) : void	Mutate the genome by adding a neuron.
ChooseRandomNeuron ( bool includeInput ) : NEATNeuronGene	Choose a random neuron.
GetElementPos ( long neuronID ) : int	Get the specified neuron's index.

Method Details

AlreadyHaveThisNeuronID() public method

Do we already have this neuron id?

public AlreadyHaveThisNeuronID ( long id ) : bool
id	long	The id to check for.
return	bool

Clone() public method

Clone the object. Not currently supported.

public Clone ( ) : object
return	object

Decode() public method

Convert the genes to an actual network.

public Decode ( ) : void
return	void

Encode() public method

Convert the network to genes. Not currently supported.

public Encode ( ) : void
return	void

GetCompatibilityScore() public method

Get the compatibility score with another genome. Used to determine species.

public GetCompatibilityScore ( NEATGenome genome ) : double
genome	NEATGenome	The other genome.
return	double

GetSplitY() public method

Get the specified split y.

public GetSplitY ( int nd ) : double
nd	int	The neuron.
return	double

IsDuplicateLink() public method

Determine if this is a duplicate link.

public IsDuplicateLink ( long fromNeuronID, long toNeuronID ) : bool
fromNeuronID	long	The from neuron id.
toNeuronID	long	The to neuron id.
return	bool

MutateActivationResponse() public method

Mutate the activation response.

public MutateActivationResponse ( double mutateRate, double maxPertubation ) : void
mutateRate	double	The mutation rate.
maxPertubation	double	The maximum to perturb it by.
return	void

MutateWeights() public method

Mutate the weights.

public MutateWeights ( double mutateRate, double probNewMutate, double maxPertubation ) : void
mutateRate	double	The mutation rate.
probNewMutate	double	The probability of a whole new weight.
maxPertubation	double	The max perturbation.
return	void

NEATGenome() public method

Construct the object.

public NEATGenome ( ) : System
return	System

NEATGenome() public method

Construct a genome by copying another.

public NEATGenome ( NEATGenome other ) : System
other	NEATGenome	The other genome.
return	System

NEATGenome() public method

Create a NEAT gnome.

public NEATGenome ( long genomeID, Chromosome neurons, Chromosome links, int inputCount_0, int outputCount_1 ) : System
genomeID	long	The genome id.
neurons	Encog.ML.Genetic.Genome.Chromosome	The neurons.
links	Encog.ML.Genetic.Genome.Chromosome	The links.
inputCount_0	int	The input count.
outputCount_1	int	The output count.
return	System

NEATGenome() public method

Construct a genome, do not provide links and neurons.

public NEATGenome ( long id, int inputCount_0, int outputCount_1 ) : System
id	long	The genome id.
inputCount_0	int	The input count.
outputCount_1	int	The output count.
return	System

SortGenes() public method

Sort the genes.

public SortGenes ( ) : void
return	void