keel.Algorithms.Neural_Networks.NNEP_Common

Interface INeuralNetSpecies<I extends NeuralNetIndividual>

Type Parameters:

I - Type of represented individuals

All Known Implementing Classes:

AbstractNeuralNetSpecies, NeuralNetIndividualSpecies

public interface INeuralNetSpecies<I extends NeuralNetIndividual>

Species for Individuals that contains a NeuralNet as genotype.

Since:

JDK1.5

Version:

0.1

Author:

Written by Pedro Antonio Gutierrez Penia (University of Cordoba) 16/7/2007

Method Summary

Modifier and Type	Method and Description
INeuralNet	createGenotype() Factory method
I	createIndividual(INeuralNet genotype) Factory method
int	getHiddenLayerInitialMaxNofneurons(int index) Returns initial maximum number of neurons of a hidden layer
java.lang.String	getHiddenLayerInitiator(int index) Returns initiator of neurons of a hidden layer
int	getHiddenLayerMaxNofneurons(int index) Returns maximum number of neurons of a hidden layer
int	getHiddenLayerMinNofneurons(int index) Returns minimum number of neurons of a hidden layer
java.lang.String	getHiddenLayerType(int index) Returns type of neurons of a hidden layer
Interval	getHiddenLayerWeightRange(int index, int indexRange) Returns weight range of a hidden layer
java.lang.String[]	getInitiatorNeuronTypes(int index) Returns an array of initiators of neurons of hibrid layers
java.lang.String[]	getNeuronTypes(int index) Returns an array of neuron types of a concrete layer
int	getNOfHiddenLayers() Returns number of hidden layers of the neural nets
int	getNOfInputs() Returns number of inputs of the neural nets
int	getNOfOutputs() Returns number of outputs of the neural nets
java.lang.String	getOutputLayerInitiator() Returns initiator of neurons of the output layer
java.lang.String	getOutputLayerType() Returns type of neurons of the output layer
Interval	getOutputLayerWeightRange(int indexRange) Returns weight range of the output layer
double[]	getPercentages(int index) Returns an array of percentages of a concrete layer for an hibrid layer
boolean	isHiddenLayerBiased(int index) Returns a boolean indicating if a hidden layer is biased
boolean	isOutputLayerBiased() Returns a boolean indicating if output layer is biased

Method Detail

createIndividual

I createIndividual(INeuralNet genotype)

Factory method

Parameters:

genotype - Individual genotype

Returns:

I A new instance of represented class

createGenotype

INeuralNet createGenotype()

Factory method

Returns:

I A new instance of individual genotype

getNOfHiddenLayers

int getNOfHiddenLayers()

Returns number of hidden layers of the neural nets

Returns:

int Number of hidden layers

getNOfInputs

int getNOfInputs()

Returns number of inputs of the neural nets

Returns:

int Number of inputs

getNOfOutputs

int getNOfOutputs()

Returns number of outputs of the neural nets

Returns:

int Number of outputs

getHiddenLayerWeightRange

Interval getHiddenLayerWeightRange(int index,
                                   int indexRange)

Returns weight range of a hidden layer

Parameters:

index - Index of the desired hidden layer

indexRange - Index of the desired range into the layer (useful for hibrid layer)

Returns:

Interval Weight range

getOutputLayerWeightRange

Interval getOutputLayerWeightRange(int indexRange)

Returns weight range of the output layer

Parameters:

indexRange - Index of the desired range into the layer (useful for hibrid layer)

Returns:

Interval Weight range

getHiddenLayerMaxNofneurons

int getHiddenLayerMaxNofneurons(int index)

Returns maximum number of neurons of a hidden layer

Parameters:

index - Index of the desired hidden layer

Returns:

int Maximum number of neurons

getHiddenLayerMinNofneurons

int getHiddenLayerMinNofneurons(int index)

Returns minimum number of neurons of a hidden layer

Parameters:

index - Index of the desired hidden layer

Returns:

int Minimum number of neurons

getHiddenLayerInitialMaxNofneurons

int getHiddenLayerInitialMaxNofneurons(int index)

Returns initial maximum number of neurons of a hidden layer

Parameters:

index - Index of the desired hidden layer

Returns:

int Initial maximum number of neurons

getHiddenLayerType

java.lang.String getHiddenLayerType(int index)

Returns type of neurons of a hidden layer

Parameters:

index - Index of the desired hidden layer

Returns:

String Type of neurons

getOutputLayerType

java.lang.String getOutputLayerType()

Returns type of neurons of the output layer

Returns:

String Type of neurons

getHiddenLayerInitiator

java.lang.String getHiddenLayerInitiator(int index)

Returns initiator of neurons of a hidden layer

Parameters:

index - Index of the desired hidden layer

Returns:

String Initiator of neurons

getOutputLayerInitiator

java.lang.String getOutputLayerInitiator()

Returns initiator of neurons of the output layer

Returns:

String Initiator of neurons

isHiddenLayerBiased

boolean isHiddenLayerBiased(int index)

Returns a boolean indicating if a hidden layer is biased

Parameters:

index - Index of the desired hidden layer

Returns:

boolean Is hidden layer biased?

isOutputLayerBiased

boolean isOutputLayerBiased()

Returns a boolean indicating if output layer is biased

Returns:

boolean Is output layer biased?

getNeuronTypes

java.lang.String[] getNeuronTypes(int index)

Returns an array of neuron types of a concrete layer

Parameters:

index - Index of the desired hidden layer

Returns:

String[] Array of neurons types

getPercentages

double[] getPercentages(int index)

Returns an array of percentages of a concrete layer for an hibrid layer

Parameters:

index - Index of the desired hidden layer

Returns:

double[] Array of percentages

getInitiatorNeuronTypes

java.lang.String[] getInitiatorNeuronTypes(int index)

Returns an array of initiators of neurons of hibrid layers

Parameters:

index - Index of the desired hidden layer

Returns:

String[] Array of percentages