C# Класс Encog.Neural.Networks.Training.NEAT.NEATGenome

Наследование: Encog.Solve.Genetic.Genome.BasicGenome

Показать файл Открыть проект Примеры использования класса

Открытые свойства

Свойство	Тип	Описание
TWEAK_DISJOINT	double

Открытые методы

Метод	Описание
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.
AlreadyHaveThisNeuronID ( long id ) : bool	Do we already have this neuron id?
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	Default constructor.
NEATGenome ( NEATGenome other ) : System	Construct a genome by copying another.
NEATGenome ( Encog.Neural.Networks.Training.NEAT.NEATTraining training, long genomeID, Chromosome neurons, Chromosome links, int inputCount, int outputCount ) : System	Create a NEAT gnome.
NEATGenome ( Encog.Neural.Networks.Training.NEAT.NEATTraining training, long id, int inputCount, int outputCount ) : System	Construct a genome, do not provide links and neurons.
SortGenes ( ) : void	Sort the genes.
ToString ( ) : String	This genome as a string.

Приватные методы

Метод	Описание
ChooseRandomNeuron ( bool includeInput ) : NEATNeuronGene	Choose a random neuron.
GetElementPos ( long neuronID ) : int	Get the specified neuron's index.

Описание методов

AddLink() публичный Метод

Mutate the genome by adding a link to this genome.

public AddLink ( double mutationRate, double chanceOfLooped, int numTrysToFindLoop, int numTrysToAddLink ) : void
mutationRate	double	The mutation rate.
chanceOfLooped	double	The chance of a self-connected neuron.
numTrysToFindLoop	int	The number of tries to find a loop.
numTrysToAddLink	int	The number of tries to add a link.
Результат	void

AddNeuron() публичный Метод

Mutate the genome by adding a neuron.

public AddNeuron ( double mutationRate, int numTrysToFindOldLink ) : void
mutationRate	double	The mutation rate.
numTrysToFindOldLink	int	The number of tries to find a link to split.
Результат	void

AlreadyHaveThisNeuronID() публичный Метод

Do we already have this neuron id?

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

Decode() публичный Метод

Convert the genes to an actual network.

public Decode ( ) : void
Результат	void

Encode() публичный Метод

Convert the network to genes. Not currently supported.

public Encode ( ) : void
Результат	void

GetCompatibilityScore() публичный Метод

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

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

GetSplitY() публичный Метод

Get the specified split y.

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

IsDuplicateLink() публичный Метод

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.
Результат	bool

MutateActivationResponse() публичный Метод

Mutate the activation response.

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

MutateWeights() публичный Метод

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.
Результат	void

NEATGenome() публичный Метод

Default constructor.

public NEATGenome ( ) : System
Результат	System

NEATGenome() публичный Метод

Construct a genome by copying another.

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

NEATGenome() публичный Метод

Create a NEAT gnome.

public NEATGenome ( Encog.Neural.Networks.Training.NEAT.NEATTraining training, long genomeID, Chromosome neurons, Chromosome links, int inputCount, int outputCount ) : System
training	Encog.Neural.Networks.Training.NEAT.NEATTraining	The owner object.
genomeID	long	The genome id.
neurons	Encog.Solve.Genetic.Genome.Chromosome	The neurons.
links	Encog.Solve.Genetic.Genome.Chromosome	The links.
inputCount	int	The input count.
outputCount	int	The output count.
Результат	System

NEATGenome() публичный Метод

Construct a genome, do not provide links and neurons.

public NEATGenome ( Encog.Neural.Networks.Training.NEAT.NEATTraining training, long id, int inputCount, int outputCount ) : System
training	Encog.Neural.Networks.Training.NEAT.NEATTraining	The owner object.
id	long	The genome id.
inputCount	int	The input count.
outputCount	int	The output count.
Результат	System

SortGenes() публичный Метод

Sort the genes.

public SortGenes ( ) : void
Результат	void

ToString() публичный Метод

This genome as a string.

public ToString ( ) : String
Результат	String

Описание свойств

TWEAK_DISJOINT публичное статическое свойство

The adjustment factor for disjoint genes.

public static double TWEAK_DISJOINT
Результат	double