A B C D E F G H I J K L M N O P R S T U V W X Y Z

A

a - Variable in class yawn.nn.appart.PredictionLayer
 
activate() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
activation - Variable in class yawn.nn.gasart.GasRecognitionNode
 
activationFunction(Pattern) - Method in class yawn.nn.appart.PredictionNeuralNode
 
activationFunction(Pattern) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
activationFunction(Pattern) - Method in class yawn.nn.mlp.PerceptronNode
 
activationFunction(Pattern) - Method in class yawn.nn.NeuralNode
 
activationFuntion(Pattern) - Method in class yawn.nn.gasart.GasRecognitionNode
 
adapt(Pattern, double, double) - Method in class yawn.nn.mlp.MLPLayer
 
adapt(double, double, double) - Method in class yawn.nn.mlp.PerceptronNode
Adapt the weights using the delta rule.
adapting - Variable in class yawn.nn.Layer
 
add(Pattern) - Method in class yawn.util.Pattern
Element-wise addition.
add(double) - Method in class yawn.util.Pattern
Scalar addition.
addCommitteeMember(CommitteeElement) - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
addCommitteeMembers(NeuralNetwork) - Method in class yawn.nn.committee.NetworkCommittee
 
addHiddenLayerConfig(LayerElement) - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
addHiddenLayerConfig(LayerElement) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
addLayer(int, MLPLayer) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
addLayer(MLPLayer) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
adjunct - Variable in class yawn.nn.appart.GainControlUnitOnMatching
 
alphaArtA - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
alphaArtB - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
amount - Variable in class yawn.nn.committee.CommitteeElement
 
AppArt - Class in yawn.nn.appart
This class implements the AppART neural network.
AppArt() - Constructor for class yawn.nn.appart.AppArt
 
AppArtConfig - Class in yawn.nn.appart
$Id: AppArtConfig.java,v 1.6 2005/04/07 17:28:25 supermarti Exp $
AppArtConfig() - Constructor for class yawn.nn.appart.AppArtConfig
 
appendComponent(double) - Method in class yawn.util.Pattern
Appends an element to the Pattern.
artA - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
artB - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
asDoubleArray() - Method in class yawn.util.Pattern
The elements of this Pattern as a double[].
assamble(Pattern[]) - Method in class yawn.nn.committee.functions.CommitteeFunction
Builds a committe response from an array of outputs.
assamble(Pattern[]) - Method in class yawn.nn.committee.functions.Popularity
 
Average - Class in yawn.nn.committee.functions
$Id: Average.java,v 1.3 2005/04/07 17:28:30 supermarti Exp $
Average() - Constructor for class yawn.nn.committee.functions.Average
 

B

b - Variable in class yawn.nn.appart.PredictionLayer
 
betaArtA - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
betaArtB - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
BetwixtXmlSerializer - Class in yawn.io.serialization.xml
XML configuration serializer.
BetwixtXmlSerializer() - Constructor for class yawn.io.serialization.xml.BetwixtXmlSerializer
 
bigG() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
bigG(Pattern) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
binaryTest(int, int) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
bmuFact - Variable in class yawn.nn.gasart.GasArt
 
bThenAActivation(Pattern, Pattern) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
Activates ARTb before ARTa, this kind of activation avoids the ``match tracking anomaly'' reported in
buildNeuralNetworkFromChromosome(Chromosome) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapJGapAdapter
 
buildNeuralNetworkFromChromosome(Chromosome) - Method in class yawn.optim.genetic.JGapAdapter
 

C

calculateAbsoluteError(Pattern, Pattern) - Method in class yawn.nn.appart.GainControlUnitOnOutput
 
calculateDeltasAsHiddenLayer(Pattern) - Method in class yawn.nn.mlp.MLPLayer
 
calculateDeltasAsOutputLayer(Pattern) - Method in class yawn.nn.mlp.MLPLayer
 
calculateHiddenLayerDelta(Pattern, Pattern) - Method in class yawn.nn.mlp.PerceptronNode
Calculate the deltas using the subsequent layer deltas and the weights emmanent from this node.
calculateNormalizedActivations() - Method in class yawn.nn.appart.RecognitionLayer
 
calculateNormalizedActivations() - Method in class yawn.nn.gasart.GasRecognitionLayer
does nothing
calculateOutputLayerDelta(double) - Method in class yawn.nn.mlp.PerceptronNode
 
calculateRelativeError(Pattern, Pattern) - Method in class yawn.nn.appart.GainControlUnitOnOutput
 
CastorXmlSerializer - Class in yawn.io.serialization.xml
XML serializer based on Castor (@link http://castor.exolab.org) $Id: CastorXmlSerializer.java,v 1.3 2005/04/07 17:28:30 supermarti Exp $
CastorXmlSerializer() - Constructor for class yawn.io.serialization.xml.CastorXmlSerializer
 
categoryIndex - Variable in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
center - Variable in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
checkDimensions(Object[], Object[]) - Static method in class yawn.util.DefaultStatisticsFacility
 
checkDimensions(Pattern[], Pattern[]) - Static method in class yawn.util.ErrorUtils
 
checkEqualSize(Pattern) - Method in class yawn.util.Pattern
Checks if a Pattern has equal size.
CircleInTheSquareEnvironment - Class in yawn.envs.synthetic
A synthetic environment for the circle-in-the-square problem.
CircleInTheSquareEnvironment() - Constructor for class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
clean() - Method in class yawn.nn.gasart.GasArt
 
clone() - Method in class yawn.util.Pattern
 
combinationFunction - Variable in class yawn.nn.committee.NetworkCommittee
the function used to combine the results from each committe member
combinationFunctionClass - Variable in class yawn.nn.committee.NetworkCommitteeConfig
 
committee - Variable in class yawn.nn.committee.NetworkCommittee
 
CommitteeElement - Class in yawn.nn.committee
This is yawn.nn.committee.ComitteElement, part of the yawn project.
CommitteeElement() - Constructor for class yawn.nn.committee.CommitteeElement
 
committeeElements - Variable in class yawn.nn.committee.NetworkCommitteeConfig
 
CommitteeFunction - Class in yawn.nn.committee.functions
$Id: CommitteeFunction.java,v 1.3 2005/04/07 17:28:30 supermarti Exp $
CommitteeFunction() - Constructor for class yawn.nn.committee.functions.CommitteeFunction
 
complementCode(double[]) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
complementCoding - Variable in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
computeAllLengths() - Method in class yawn.nn.gasart.GasArt
 
computeAllSigmas() - Method in class yawn.nn.gasart.GasArt
 
computeError(Pattern, Pattern) - Method in class yawn.nn.appart.AppArt
 
computePredictionError(NeuralNetwork, InputOutputPattern[]) - Method in class yawn.util.DefaultStatisticsFacility
Calculates the prediction error as the mean squared error
computePredictionError(NeuralNetwork, InputOutputPattern[]) - Method in interface yawn.util.StatisticsFacility
 
config - Variable in class yawn.nn.mlp.MultiLayerPerceptron
 
ConfigElement - Class in yawn.config
This is yawn.nn.ConfigElement, part of the yawn project.
ConfigElement() - Constructor for class yawn.config.ConfigElement
 
ConfigurationException - Exception in yawn.config
This is yawn.nn.ConfigurationException, part of the yawn project.
ConfigurationException() - Constructor for exception yawn.config.ConfigurationException
 
ConfigurationException(String) - Constructor for exception yawn.config.ConfigurationException
 
ConfigurationException(String, Throwable) - Constructor for exception yawn.config.ConfigurationException
 
ConfigurationException(Throwable) - Constructor for exception yawn.config.ConfigurationException
 
configuredNetworkFactory() - Method in class yawn.config.NeuralNetworkConfig
A factory of ready to train (and use) neural networks
configuredNetworkFactory() - Method in class yawn.nn.appart.AppArtConfig
 
connectWith(Layer) - Method in class yawn.nn.Layer
 
context - Variable in class yawn.io.Experiment
 
copy() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
currentEpoch - Variable in class yawn.nn.mlp.MultiLayerPerceptron
 
currentEpoch - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
currentUncommitted - Variable in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 

D

dataFileName - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 
debug - Variable in class yawn.ui.cli.RunExperiment
 
defaultSigma - Variable in class yawn.nn.gasart.GasRecognitionNode
 
DefaultStatisticsFacility - Class in yawn.util
This is yawn.util.DefaultStatisticsFacility, part of the yawn project.
DefaultStatisticsFacility() - Constructor for class yawn.util.DefaultStatisticsFacility
 
deleteCategory(GasRecognitionNode) - Method in class yawn.nn.gasart.GasRecognitionLayer
 
DelveEnvironment - Class in yawn.envs.delve
 
DelveEnvironment() - Constructor for class yawn.envs.delve.DelveEnvironment
 
DelveNotInitializedException - Exception in yawn.envs.delve
This is yawn.envs.delve.DelveNotInitializedException, part of the yawn project.
DelveNotInitializedException() - Constructor for exception yawn.envs.delve.DelveNotInitializedException
 
DelveNotInitializedException(String) - Constructor for exception yawn.envs.delve.DelveNotInitializedException
 
DelveNotInitializedException(Throwable) - Constructor for exception yawn.envs.delve.DelveNotInitializedException
 
DelveNotInitializedException(String, Throwable) - Constructor for exception yawn.envs.delve.DelveNotInitializedException
 
deScaleZeroOneOutput(Pattern) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
deSerialize(Class, InputStreamReader) - Method in interface yawn.io.serialization.ISerializer
Reads an object of class root from a source
deSerialize(Class, InputStreamReader) - Method in class yawn.io.serialization.xml.BetwixtXmlSerializer
 
deSerialize(Class, InputStreamReader) - Method in class yawn.io.serialization.xml.CastorXmlSerializer
 
deSerializeObject(File) - Method in class yawn.io.xml.XmlStorage
 
desiredMeanSquaredError - Variable in class yawn.nn.appart.AppArt
 
desiredMeanSquaredError - Variable in class yawn.nn.appart.AppArtConfig
 
deviationsProduct() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
df(double) - Method in class yawn.nn.mlp.LinearNode
 
df(double) - Method in class yawn.nn.mlp.PerceptronNode
 
df(double) - Method in class yawn.nn.mlp.SigmoidNode
 
dist(Pattern) - Method in class yawn.util.Pattern
Calculates an Euclidean distance from this Pattern.
doBackTrack() - Method in class yawn.nn.appart.AppArt
 
doBackTrack() - Method in class yawn.nn.gasart.GasArt
 
doMatchTracking() - Method in class yawn.nn.appart.AppArt
 
doMatchTracking() - Method in class yawn.nn.gasart.GasArt
 
doubleTest(int, int) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
DuplicateKeyException - Exception in yawn.io
$Id: DuplicateKeyException.java,v 1.3 2005/04/07 17:28:25 supermarti Exp $
DuplicateKeyException() - Constructor for exception yawn.io.DuplicateKeyException
 
DuplicateKeyException(String) - Constructor for exception yawn.io.DuplicateKeyException
 
DuplicateKeyException(String, Throwable) - Constructor for exception yawn.io.DuplicateKeyException
 
DuplicateKeyException(Throwable) - Constructor for exception yawn.io.DuplicateKeyException
 

E

e - Variable in class yawn.nn.appart.PredictionNeuralNode
 
edgesVector - Variable in class yawn.nn.gasart.GasArt
Stores the F2 layer topoCommons.LOGy
edgeWith(GasRecognitionNode) - Method in class yawn.nn.gasart.GasRecognitionNode
 
ELEMENT_SEPARATOR - Static variable in class yawn.util.Pattern
 
ELEMENT_SEPARATOR_SPACE - Static variable in class yawn.envs.plaintext.PlainTextEnvironment
 
elementSeparator - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 
environment - Variable in class yawn.config.NeuralNetworkConfig
The environment in which this network will be trained.
Environment - Class in yawn.envs
Specifies methods that should provide a way to interact with a test environment.
Environment() - Constructor for class yawn.envs.Environment
 
environment - Variable in class yawn.io.Experiment
 
EnvironmentException - Exception in yawn.envs
Represents an error when interacting with a given environment.
EnvironmentException(String) - Constructor for exception yawn.envs.EnvironmentException
 
EnvironmentException(String, Throwable) - Constructor for exception yawn.envs.EnvironmentException
 
EnvironmentException(Throwable) - Constructor for exception yawn.envs.EnvironmentException
 
EnvironmentException() - Constructor for exception yawn.envs.EnvironmentException
 
environmentValidate() - Method in class yawn.config.NeuralNetworkConfig
 
epsilon - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
small amount added when doing match tracking
equals(Object) - Method in class yawn.config.ConfigElement
 
equals(Pattern) - Method in class yawn.util.Pattern
 
errorSum - Variable in class yawn.nn.mlp.MultiLayerPerceptron
 
ErrorUtils - Class in yawn.util
Utility class that contains some usefull error metrics $Id: ErrorUtils.java,v 1.3 2005/04/07 17:28:30 supermarti Exp $
ErrorUtils() - Constructor for class yawn.util.ErrorUtils
 
eta - Variable in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
evalSet - Variable in class yawn.optim.genetic.JGapAdapter
 
evaluate(Chromosome) - Method in class yawn.optim.genetic.JGapAdapter
 
Experiment - Class in yawn.io
Stores the information about learning methods and test environments configurations.
Experiment() - Constructor for class yawn.io.Experiment
 
experimentFileName - Variable in class yawn.ui.cli.RunExperiment
 

F

f(double) - Method in class yawn.nn.mlp.LinearNode
 
f(double) - Method in class yawn.nn.mlp.PerceptronNode
 
f(double) - Method in class yawn.nn.mlp.SigmoidNode
 
f2GainControl - Variable in class yawn.nn.appart.AppArt
 
f2Layer - Variable in class yawn.nn.appart.AppArt
 
fires() - Method in class yawn.nn.appart.GainControlUnit
 
fires() - Method in class yawn.nn.appart.GainControlUnitOnMatching
 
fires() - Method in class yawn.nn.appart.GainControlUnitOnOutput
 
fittedModel - Variable in class yawn.optim.genetic.GeneticParameterFitter
 
flush() - Method in interface yawn.io.IStorage
 
flush() - Method in class yawn.io.xml.XmlStorage
 
FuzzyArt - Class in yawn.nn.fuzzyartmap.fuzzyart
This is yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt, part of the yawn project.
FuzzyArt() - Constructor for class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
FuzzyArt(double, double, double, int, int, boolean) - Constructor for class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
FuzzyArtMap - Class in yawn.nn.fuzzyartmap
Implements the Fuzzy ARTMAP neural network, as described in
FuzzyArtMap() - Constructor for class yawn.nn.fuzzyartmap.FuzzyArtMap
 
FuzzyArtMapConfig - Class in yawn.nn.fuzzyartmap
$Id: FuzzyArtMapConfig.java,v 1.5 2005/04/07 17:28:25 supermarti Exp $
FuzzyArtMapConfig() - Constructor for class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
FuzzyArtMapJGapAdapter - Class in yawn.nn.fuzzyartmap
This is yawn.nn.fuzzyartmap.FuzzyArtMapJGapAdapter, part of the yawn project.
FuzzyArtMapJGapAdapter(FuzzyArtMapConfig) - Constructor for class yawn.nn.fuzzyartmap.FuzzyArtMapJGapAdapter
 

G

g - Variable in class yawn.nn.appart.RecognitionLayer
 
GainControlUnit - Class in yawn.nn.appart
A general gain control.
GainControlUnit() - Constructor for class yawn.nn.appart.GainControlUnit
 
GainControlUnitOnMatching - Class in yawn.nn.appart
A recognition (F2) layer gain control.
GainControlUnitOnMatching(double, Layer) - Constructor for class yawn.nn.appart.GainControlUnitOnMatching
 
GainControlUnitOnOutput - Class in yawn.nn.appart
An output layer gain control.
GainControlUnitOnOutput(double) - Constructor for class yawn.nn.appart.GainControlUnitOnOutput
 
GasArt - Class in yawn.nn.gasart
This class implements the GasArt neural network.
GasArt(int, int, double, double, double, double, double, double, int) - Constructor for class yawn.nn.gasart.GasArt
 
GasEdge - Class in yawn.nn.gasart
A Growing Neural Gas edge $Id: GasEdge.java,v 1.7 2005/04/07 17:28:27 supermarti Exp $
GasEdge(GasRecognitionNode, GasRecognitionNode) - Constructor for class yawn.nn.gasart.GasEdge
 
GasRecognitionLayer - Class in yawn.nn.gasart
A GasART recognition (F2) layer $Id: GasRecognitionLayer.java,v 1.8 2005/04/07 17:28:27 supermarti Exp $
GasRecognitionLayer(Layer, GainControlUnitOnMatching, int) - Constructor for class yawn.nn.gasart.GasRecognitionLayer
 
GasRecognitionNode - Class in yawn.nn.gasart
A neural node of the recognition (F2) layer of GasART networks $Id: GasRecognitionNode.java,v 1.7 2005/04/07 17:28:26 supermarti Exp $
GasRecognitionNode(int, double, int) - Constructor for class yawn.nn.gasart.GasRecognitionNode
 
generateKey(Object) - Method in interface yawn.io.IStorage
 
generateKey(Object) - Method in class yawn.io.xml.XmlStorage
 
generateRandomInput() - Method in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
generateRandomInput() - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
generateRandomInput() - Method in class yawn.envs.synthetic.XOrDataEnvironment
 
generateSet(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
GeneticParameterFitter - Class in yawn.optim.genetic
This is yawn.optim.GeneticParameterFitter, part of the yawn project.
GeneticParameterFitter() - Constructor for class yawn.optim.genetic.GeneticParameterFitter
 
GeneticParameterFitterConfig - Class in yawn.optim.genetic
This is yawn.optim.genetic.GeneticParameterFitterConfig, part of the yawn project.
GeneticParameterFitterConfig() - Constructor for class yawn.optim.genetic.GeneticParameterFitterConfig
 
get(String) - Method in interface yawn.io.IStorage
Retrieves the IPersistent implementor instance that matches the provided id.
get(String) - Method in class yawn.io.xml.XmlStorage
Returns the object stored in the file named as the key.
getActivation() - Method in class yawn.nn.gasart.GasRecognitionNode
 
getActivations() - Method in class yawn.nn.InputLayer
 
getActivations() - Method in class yawn.nn.Layer
 
getAdapterInstance() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getAdapterInstance() - Method in interface yawn.optim.OptimizableModel
 
getAdapting() - Method in class yawn.nn.NeuralNetwork
 
getAll() - Method in interface yawn.io.IStorage
Retrieves all the instances of IPersistent implementors present in the underlying storage.
getAll() - Method in class yawn.io.xml.XmlStorage
Returns all objects in the repository.
getAlphaArtA() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getAlphaArtA() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getAlphaArtB() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getAlphaArtB() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getAmount() - Method in class yawn.nn.committee.CommitteeElement
 
getAUnits() - Method in class yawn.nn.appart.PredictionLayer
 
getBaseVigilanceParameter() - Method in class yawn.nn.appart.GainControlUnitOnMatching
 
getBetaArtA() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getBetaArtA() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getBetaArtB() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getBetaArtB() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getBindedNetworkClass() - Method in class yawn.config.NeuralNetworkConfig
 
getBindedNetworkClass() - Method in class yawn.nn.appart.AppArtConfig
 
getBindedNetworkClass() - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
getBindedNetworkClass() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getBindedNetworkClass() - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
getBindedNetworkClass() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
getBindedNetworkClass() - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
getBUnit() - Method in class yawn.nn.appart.PredictionLayer
 
getCategoryIndex() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
getCombinationFunction() - Method in class yawn.nn.committee.NetworkCommittee
 
getCombinationFunctionClass() - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
getCommitteeElements() - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
getCommitteMembers() - Method in class yawn.nn.committee.NetworkCommittee
 
getCommitteSize() - Method in class yawn.nn.committee.NetworkCommittee
 
getComponent(int) - Method in class yawn.util.Pattern
Returns the i -nary element of the Pattern.
getContext() - Method in class yawn.io.Experiment
 
getContext() - Method in interface yawn.io.IStorage
 
getContext() - Method in class yawn.io.xml.XmlStorage
 
getDataFileName() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getDesiredMeanSquaredError() - Method in class yawn.nn.appart.AppArt
 
getDesiredMeanSquaredError() - Method in class yawn.nn.appart.AppArtConfig
 
getE() - Method in class yawn.nn.appart.PredictionNeuralNode
 
getElementSeparator() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getEnvironment() - Method in class yawn.config.NeuralNetworkConfig
 
getEnvironment() - Method in class yawn.io.Experiment
 
getEpsilon() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getEpsilon() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getError() - Method in class yawn.nn.appart.GainControlUnitOnOutput
 
getEta() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
getEvalSet() - Method in class yawn.optim.genetic.JGapAdapter
 
getExperimentFileName() - Method in class yawn.ui.cli.RunExperiment
 
getF2Layer() - Method in class yawn.nn.appart.AppArt
 
getF2NodeActivation(int) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
getFileNameSuffix() - Method in class yawn.io.xml.XmlContext
 
getFittedModel() - Method in class yawn.optim.genetic.GeneticParameterFitter
 
getFullTestDataset(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
getHeaviest() - Method in class yawn.nn.gasart.GasArt
 
getI() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
getInitialDeviations() - Method in class yawn.nn.appart.AppArt
 
getInitialDeviations() - Method in class yawn.nn.appart.AppArtConfig
 
getInnerCircleRadius() - Method in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
getInputSize() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getInputSize() - Method in class yawn.nn.appart.AppArt
 
getInputSize() - Method in class yawn.nn.appart.AppArtConfig
 
getInputSize() - Method in class yawn.nn.appart.PredictionNeuralNode
 
getInputSize() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
getInputSize() - Method in class yawn.nn.committee.NetworkCommittee
 
getInputSize() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getInputSize() - Method in class yawn.nn.Layer
 
getInputSize() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getInputSize() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
getInputSize() - Method in class yawn.nn.NeuralNetwork
 
getInputSize() - Method in class yawn.nn.NeuralNode
 
getInputSize() - Method in class yawn.optim.genetic.GeneticParameterFitter
 
getLambda() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
getLayer(int) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getLayerConfigs() - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
getLayerConfigs() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
getLayers() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getLearningRate() - Method in class yawn.nn.appart.AppArt
 
getLearningRate() - Method in class yawn.nn.appart.AppArtConfig
 
getLearningRate() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getLearningRate() - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
getLearningRate() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
getMatchCritetionValue() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
getMatchError() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getMatchError() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getMaxEpochs() - Method in class yawn.nn.appart.AppArt
 
getMaxEpochs() - Method in class yawn.nn.appart.AppArtConfig
 
getMaxEpochs() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getMaxEpochs() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getMaxEpochs() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getMaxEpochs() - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
getMaxEpochs() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
getMaxGenerations() - Method in class yawn.optim.genetic.GeneticParameterFitter
 
getMaxGenerations() - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
getMaxWeightValue() - Method in class yawn.nn.mlp.PerceptronNode
 
getMinWeightValue() - Method in class yawn.nn.mlp.PerceptronNode
 
getModeltoBeFittedConfig() - Method in class yawn.optim.genetic.GeneticParameterFitter
 
getModeltoBeFittedConfig() - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
getMomentumRate() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getMomentumRate() - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
getMomentumRate() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
getMu() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
getMu(int) - Method in class yawn.nn.gasart.GasRecognitionNode
 
getNetworkConfig() - Method in class yawn.nn.committee.CommitteeElement
 
getNeuralNetwork() - Method in class yawn.io.Experiment
 
getNeuralNetworkName() - Method in class yawn.nn.appart.AppArt
 
getNeuralNetworkName() - Method in class yawn.nn.committee.NetworkCommittee
 
getNeuralNetworkName() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getNeuralNetworkName() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getNeuralNetworkName() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
getNeuralNetworkName() - Method in class yawn.nn.NeuralNetwork
Returns a human readable
getNeuralNetworkName() - Method in class yawn.optim.genetic.GeneticParameterFitter
 
getNodes() - Method in class yawn.nn.appart.PredictionLayer
 
getNodes() - Method in class yawn.nn.Layer
 
getNodesClassFullName() - Method in class yawn.nn.mlp.LayerConfig
 
getNodesClassName() - Method in class yawn.nn.mlp.LayerElement
 
getNormalizedActivations() - Method in class yawn.nn.appart.RecognitionLayer
 
getNumberOfArtACategories() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getNumberOfArtBCategories() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getNumberOfCommitedNodes() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
getNumberOfInputs() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
getNumberOfMismatches() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getNumberOfSystemRuns() - Method in class yawn.envs.delve.DelveEnvironment
 
getNumberOfSystemRuns() - Method in class yawn.envs.Environment
Returns the number of times the system will be run.
getNumberOfSystemRuns() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getNumberOfSystemRuns() - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
getOutputSize() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getOutputSize() - Method in class yawn.nn.appart.AppArt
 
getOutputSize() - Method in class yawn.nn.appart.AppArtConfig
 
getOutputSize() - Method in class yawn.nn.committee.NetworkCommittee
 
getOutputSize() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getOutputSize() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getOutputSize() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
getOutputSize() - Method in class yawn.nn.NeuralNetwork
 
getOutputSize() - Method in class yawn.optim.genetic.GeneticParameterFitter
 
getPopulationSize() - Method in class yawn.optim.genetic.GeneticParameterFitter
 
getPopulationSize() - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
getPredictionError() - Method in class yawn.nn.appart.AppArt
 
getPredictionError() - Method in class yawn.nn.appart.AppArtConfig
 
getPredictionError() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
getPredictionError() - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
getPredictionError() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
getPredictionLayer() - Method in class yawn.nn.appart.AppArt
 
getPredictionLayerLearningRate() - Method in class yawn.nn.appart.AppArt
 
getPredictionLayerLearningRate() - Method in class yawn.nn.appart.AppArtConfig
 
getPredictions(NeuralNetwork, InputOutputPattern[]) - Method in class yawn.util.DefaultStatisticsFacility
 
getPreserveFittestIndividual() - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
getProblemDirectory() - Method in class yawn.envs.delve.DelveEnvironment
 
getRepositoryDir() - Method in class yawn.io.xml.XmlContext
 
getResultsDirectory() - Method in class yawn.envs.delve.DelveEnvironment
 
getResultsFileName() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getRootSerializationClass() - Method in class yawn.io.xml.XmlContext
 
getSampleChromosome() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapJGapAdapter
 
getSampleChromosome() - Method in class yawn.optim.genetic.JGapAdapter
Returns a valid sample org.jgap.Chromosome to be used for optimization
getSerializer() - Method in class yawn.io.xml.XmlContext
 
getSigma() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
getSize() - Method in class yawn.nn.mlp.LayerConfig
 
getSize() - Method in class yawn.nn.mlp.LayerElement
 
getSquareDimension() - Method in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
getStatisticsFacility() - Method in class yawn.nn.NeuralNetwork
 
getTemplateConfig() - Method in class yawn.optim.genetic.JGapAdapter
 
getTestDataset(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
getTestDatasetInputs(int) - Method in class yawn.envs.delve.DelveEnvironment
Reads a test data file from a DELVE directory.
getTestDatasetInputs(int) - Method in class yawn.envs.Environment
Reads a test dataset from the environment.
getTestDatasetInputs(int) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getTestDatasetInputs(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
getTestExpectedOutputsSet(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
getTestMatchVigilance() - Method in class yawn.nn.appart.AppArt
 
getTestMatchVigilance() - Method in class yawn.nn.appart.AppArtConfig
 
getTestSetSize() - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
getThreshold() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
getTrainingDataset(int) - Method in class yawn.envs.delve.DelveEnvironment
Reads a train file from a DELVE directory.
getTrainingDataset(int) - Method in class yawn.envs.Environment
Reads a train file from the environment.
getTrainingDataset(int) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getTrainingDataset(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
getTrainingSet() - Method in class yawn.optim.genetic.JGapAdapter
 
getTrainMatchVigilance() - Method in class yawn.nn.appart.AppArt
 
getTrainMatchVigilance() - Method in class yawn.nn.appart.AppArtConfig
 
getTrainSetSize() - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
getTrainToTestRatio() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
getUnits() - Method in class yawn.nn.gasart.GasRecognitionLayer
 
getVerAX() - Method in class yawn.nn.gasart.GasEdge
 
getVerAY() - Method in class yawn.nn.gasart.GasEdge
 
getVerBX() - Method in class yawn.nn.gasart.GasEdge
 
getVerBY() - Method in class yawn.nn.gasart.GasEdge
 
getVigilanceArtA() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getVigilanceArtA() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getVigilanceArtB() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
getVigilanceArtB() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
getVigilanceParameter() - Method in class yawn.nn.appart.GainControlUnit
 
getVigilanceParameter() - Method in class yawn.nn.appart.GainControlUnitOnMatching
 
getVigilanceParameter() - Method in class yawn.nn.appart.GainControlUnitOnOutput
 
getWeights() - Method in class yawn.nn.appart.PredictionNeuralNode
 
getWeights() - Method in class yawn.nn.mlp.PerceptronNode
 
getWeightVector(int) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
getY() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
GUESS_FILE_NAME - Static variable in class yawn.envs.delve.DelveEnvironment
 

H

hasIncreased - Variable in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
hasIncreased() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 

I

IContext - Interface in yawn.io
$Id: IContext.java,v 1.3 2005/04/07 17:28:25 supermarti Exp $
increaseSize() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
incResource(double) - Method in class yawn.nn.gasart.GasRecognitionNode
 
init() - Method in class yawn.envs.delve.DelveEnvironment
 
init() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
init() - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
init() - Method in class yawn.nn.appart.AppArt
 
init() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
init() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
initialDeviations - Variable in class yawn.nn.appart.AppArt
 
initialDeviations - Variable in class yawn.nn.appart.AppArtConfig
 
innerCircleRadius - Variable in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
innerProduct(Pattern) - Method in class yawn.util.Pattern
Calculates the inner product of two Patterns.
input - Variable in class yawn.nn.InputLayer
 
input - Variable in class yawn.nn.NeuralNode
 
input - Variable in class yawn.util.InputOutputPattern
 
inputLayer - Variable in class yawn.nn.appart.AppArt
 
InputLayer - Class in yawn.nn
An input (more or less dummy) layer.
InputLayer() - Constructor for class yawn.nn.InputLayer
 
InputLayer(Layer, int) - Constructor for class yawn.nn.InputLayer
 
InputOutputPattern - Class in yawn.util
An (Input,Output) pair.
InputOutputPattern(int, int) - Constructor for class yawn.util.InputOutputPattern
 
inputSize - Variable in class yawn.envs.delve.DelveEnvironment
 
inputSize() - Method in class yawn.envs.delve.DelveEnvironment
 
inputSize() - Method in class yawn.envs.Environment
 
inputSize - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 
inputSize() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
inputSize() - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
inputSize - Variable in class yawn.nn.appart.RecognitionLayer
 
inputSize - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
inputSize - Variable in class yawn.nn.Layer
 
inputSize - Variable in class yawn.nn.NeuralNode
 
inputSpace - Static variable in class yawn.envs.synthetic.XOrDataEnvironment
 
insert(Object, String) - Method in interface yawn.io.IStorage
Inserts an instance of a IPersistent implementor in the underlying storage.
insert(Object, String) - Method in class yawn.io.xml.XmlStorage
 
inserted - Variable in class yawn.nn.gasart.GasRecognitionNode
 
internalValidate() - Method in class yawn.config.NeuralNetworkConfig
 
internalValidate() - Method in class yawn.nn.appart.AppArtConfig
 
internalValidate() - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
internalValidate() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
internalValidate() - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
internalValidate() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
internalValidate() - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
isAdapting() - Method in class yawn.nn.Layer
 
isAdapting() - Method in class yawn.nn.NeuralNetwork
 
isAutoCreateReposotory() - Method in class yawn.io.xml.XmlContext
 
isDebug() - Method in class yawn.ui.cli.RunExperiment
 
ISerializer - Interface in yawn.io.serialization
Abstract class for serializing objects.
isMatchTrackingOneShot() - Method in class yawn.nn.appart.AppArt
 
isMatchTrackingOneShot() - Method in class yawn.nn.appart.AppArtConfig
 
isOverwriteExisting() - Method in class yawn.io.xml.XmlContext
 
isOverwriteResults() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
isPreserveFittestIndividual() - Method in class yawn.optim.genetic.GeneticParameterFitter
 
isPreserveFittestIndividual() - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
isSerialProcessing() - Method in class yawn.nn.committee.NetworkCommittee
 
isSerialProcessing() - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
isSuperClass(Class, Class) - Static method in class yawn.util.MiscUtils
tests if a java.lang.Class instance is a superclass of other
IStorage - Interface in yawn.io
A storage of instances of IPersistent sub-classes.
isUseAbsoluteError() - Method in class yawn.nn.appart.AppArt
 
isUseAbsoluteError() - Method in class yawn.nn.appart.AppArtConfig
 
isUseComplementCoding() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
isUseComplementCoding() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
isVerbose() - Method in class yawn.ui.cli.RunExperiment
 
isWelcomeMsgEnabled() - Method in class yawn.ui.cli.RunExperiment
 

J

JGapAdapter - Class in yawn.optim.genetic
This is yawn.optim.JGapAdapter, part of the yawn project.
JGapAdapter(NeuralNetworkConfig) - Constructor for class yawn.optim.genetic.JGapAdapter
 

K

KeyNotPresentException - Exception in yawn.io
$Id: KeyNotPresentException.java,v 1.3 2005/04/07 17:28:25 supermarti Exp $
KeyNotPresentException() - Constructor for exception yawn.io.KeyNotPresentException
 
KeyNotPresentException(String) - Constructor for exception yawn.io.KeyNotPresentException
 
KeyNotPresentException(String, Throwable) - Constructor for exception yawn.io.KeyNotPresentException
 
KeyNotPresentException(Throwable) - Constructor for exception yawn.io.KeyNotPresentException
 

L

lambda - Variable in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
Layer - Class in yawn.nn
A layer of neurons $Id: Layer.java,v 1.8 2005/04/07 17:28:28 supermarti Exp $
Layer() - Constructor for class yawn.nn.Layer
 
Layer(Layer, int) - Constructor for class yawn.nn.Layer
 
LayerConfig - Class in yawn.nn.mlp
$Id: LayerConfig.java,v 1.5 2005/04/07 17:28:07 supermarti Exp $
LayerConfig() - Constructor for class yawn.nn.mlp.LayerConfig
 
LayerConfig(String, int) - Constructor for class yawn.nn.mlp.LayerConfig
 
layerConfigs - Variable in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
layerConfigs - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
LayerElement - Class in yawn.nn.mlp
$Id: LayerElement.java,v 1.4 2005/04/07 17:28:07 supermarti Exp $
LayerElement() - Constructor for class yawn.nn.mlp.LayerElement
 
LayerElement(String, int) - Constructor for class yawn.nn.mlp.LayerElement
 
layers - Variable in class yawn.nn.mlp.MultiLayerPerceptron
 
layersCount() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
layersIterator() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
layersListIterator() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
learn(Pattern) - Method in class yawn.nn.appart.AppArt
 
learn(Pattern) - Method in class yawn.nn.appart.PredictionLayer
 
learn(double) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
learn() - Method in class yawn.nn.appart.RecognitionLayer
 
learn() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
learn(Pattern) - Method in class yawn.nn.gasart.GasArt
 
learn() - Method in class yawn.nn.gasart.GasRecognitionLayer
 
learn(double) - Method in class yawn.nn.gasart.GasRecognitionNode
 
learningRate - Variable in class yawn.nn.appart.AppArt
 
learningRate - Variable in class yawn.nn.appart.AppArtConfig
 
learningRate - Variable in class yawn.nn.mlp.MultiLayerPerceptron
 
learningRate - Variable in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
learningRate - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
learnNewCategory(Pattern) - Method in class yawn.nn.appart.AppArt
 
learnNewCategory(Pattern) - Method in class yawn.nn.gasart.GasArt
 
learnNewClass(Pattern, int) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
Sets up the node to exactly represents the class specified by the current input.
learnNewClass(Pattern, int) - Method in class yawn.nn.gasart.GasRecognitionNode
 
length() - Method in class yawn.nn.gasart.GasEdge
 
LinearNode - Class in yawn.nn.mlp
A linear output node.
LinearNode(int) - Constructor for class yawn.nn.mlp.LinearNode
 
LinearNode() - Constructor for class yawn.nn.mlp.LinearNode
 
loadInputOutputFile(String, int) - Method in class yawn.envs.delve.DelveEnvironment
Reads a file in DELVE format.
loadInputOutputFile(String) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
log - Static variable in class yawn.envs.synthetic.SyntheticDataEnvironment
 

M

main(String[]) - Static method in class yawn.ui.cli.RunExperiment
 
makeCentralAdapIncAgeDelOld(GasRecognitionNode) - Method in class yawn.nn.gasart.GasArt
 
makeFstSndBMUConexion(Pattern) - Method in class yawn.nn.gasart.GasArt
 
makeNewCategory() - Method in class yawn.nn.appart.RecognitionLayer
 
makeNewCategory() - Method in class yawn.nn.gasart.GasRecognitionLayer
 
makeNewEdge(GasRecognitionNode, GasRecognitionNode) - Method in class yawn.nn.gasart.GasArt
 
match - Variable in class yawn.nn.appart.GainControlUnitOnMatching
 
matchError - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
max difference between desired output and prediction to be counted as error
matching() - Method in class yawn.nn.appart.RecognitionLayer
 
matching() - Method in class yawn.nn.gasart.GasRecognitionLayer
 
matchTrackingOneShot - Variable in class yawn.nn.appart.AppArt
 
matchTrackingOneShot - Variable in class yawn.nn.appart.AppArtConfig
 
maxAge - Variable in class yawn.nn.gasart.GasArt
 
maxEpochs - Variable in class yawn.nn.appart.AppArt
 
maxEpochs - Variable in class yawn.nn.appart.AppArtConfig
 
maxEpochs - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
max number of passes through the training set
maxEpochs - Variable in class yawn.nn.mlp.MultiLayerPerceptron
 
maxEpochs - Variable in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
maxEpochs - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
maxEpochs - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
maxGenerations - Variable in class yawn.optim.genetic.GeneticParameterFitter
 
maxGenerations - Variable in class yawn.optim.genetic.GeneticParameterFitterConfig
 
maxLearningRate - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
maxWeightValue - Variable in class yawn.nn.mlp.PerceptronNode
 
meanSquaredError(InputOutputPattern[], Pattern[]) - Method in class yawn.util.DefaultStatisticsFacility
 
meanSquaredError(Pattern[], Pattern[]) - Static method in class yawn.util.ErrorUtils
 
minimumActivationMatchTracking() - Method in class yawn.nn.appart.GainControlUnitOnMatching
 
minWeightValue - Variable in class yawn.nn.mlp.PerceptronNode
 
MiscUtils - Class in yawn.util
This is yawn.util.MiscUtils, part of the yawn project.
MiscUtils() - Constructor for class yawn.util.MiscUtils
 
MLPLayer - Class in yawn.nn.mlp
This a layer is meant to be used in a Multi-Layer Perceptron.
MLPLayer(Layer, int, int, Class) - Constructor for class yawn.nn.mlp.MLPLayer
 
modeltoBeFittedConfig - Variable in class yawn.optim.genetic.GeneticParameterFitter
 
modeltoBeFittedConfig - Variable in class yawn.optim.genetic.GeneticParameterFitterConfig
 
momentum - Variable in class yawn.nn.mlp.PerceptronNode
 
momentumRate - Variable in class yawn.nn.mlp.MultiLayerPerceptron
 
momentumRate - Variable in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
momentumRate - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
mu - Variable in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
MultiLayerPerceptron - Class in yawn.nn.mlp
A multi-layer perceptron with backpropagation of errors learning.
MultiLayerPerceptron() - Constructor for class yawn.nn.mlp.MultiLayerPerceptron
 
MultiLayerPerceptronConfig - Class in yawn.nn.mlp
A configuration class for the MultiLayerPerceptron class.
MultiLayerPerceptronConfig() - Constructor for class yawn.nn.mlp.MultiLayerPerceptronConfig
 
multiply(double) - Method in class yawn.util.Pattern
Scalar multipication.

N

neighborFact - Variable in class yawn.nn.gasart.GasArt
 
net - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
netInput() - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
netInput(Pattern) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
network - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
NetworkCommittee - Class in yawn.nn.committee
A committe or set of neural networks to be trained and used concurrently to provide a consistent learning experiment and predictions.
NetworkCommittee() - Constructor for class yawn.nn.committee.NetworkCommittee
 
NetworkCommittee(CommitteeFunction) - Constructor for class yawn.nn.committee.NetworkCommittee
 
NetworkCommittee.TrainRunner - Class in yawn.nn.committee
Utility class for multi-threaded training of neural networks.
NetworkCommittee.TrainRunner(NeuralNetwork, InputOutputPattern[]) - Constructor for class yawn.nn.committee.NetworkCommittee.TrainRunner
 
NetworkCommitteeConfig - Class in yawn.nn.committee
This is yawn.nn.committee.NetworkCommitteeConfig, part of the yawn project.
NetworkCommitteeConfig() - Constructor for class yawn.nn.committee.NetworkCommitteeConfig
 
networkConfig - Variable in class yawn.nn.committee.CommitteeElement
 
neuralNetwork - Variable in class yawn.io.Experiment
 
NeuralNetwork - Class in yawn.nn
An abstract neural network $Id: NeuralNetwork.java,v 1.8 2005/04/07 17:28:28 supermarti Exp $
NeuralNetwork() - Constructor for class yawn.nn.NeuralNetwork
 
NeuralNetworkConfig - Class in yawn.config
This is yawn.nn.NeuralNetworkConfig, part of the yawn project.
NeuralNetworkConfig() - Constructor for class yawn.config.NeuralNetworkConfig
 
NeuralNode - Class in yawn.nn
An abstract neural node.
NeuralNode(int) - Constructor for class yawn.nn.NeuralNode
 
nextLayer - Variable in class yawn.nn.Layer
 
nodesClassFullName - Variable in class yawn.nn.mlp.LayerConfig
 
nodesClassName - Variable in class yawn.nn.mlp.LayerElement
 
norm1() - Method in class yawn.util.Pattern
Calculates a norm1 (sum of absolute values) of the Pattern.
norm2() - Method in class yawn.util.Pattern
Calculates a norm2 (square root of the sum of the squared values) of the Pattern.
normalizedActivations - Variable in class yawn.nn.appart.RecognitionLayer
 
normDone - Variable in class yawn.nn.appart.RecognitionLayer
 
numberOfF2Nodes() - Method in class yawn.nn.appart.AppArt
 
numberOfSystemRuns - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 
numberOfSystemRuns - Variable in class yawn.envs.synthetic.SyntheticDataEnvironment
 
numberUsedNodes - Variable in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 

O

ONE_PAT - Static variable in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
ONE_PAT - Static variable in class yawn.envs.synthetic.XOrDataEnvironment
 
oneLearningStep(Pattern, Pattern) - Method in class yawn.nn.appart.AppArt
 
oneLearningStep(Pattern, Pattern) - Method in class yawn.nn.committee.NetworkCommittee
this has no sense in this context, throws an UnsupportedOperationException by default.
oneLearningStep(Pattern, Pattern) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
oneLearningStep(Pattern, Pattern) - Method in class yawn.nn.mlp.MultiLayerPerceptron
Implements a learning iteration as: propagates the input storing the activation of all nodes; sums in errorSum the mean square error of the prediction; calculation of the deltas; backpropagation of errors, and; weights update.
oneLearningStep(Pattern, Pattern) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
oneLearningStep(Pattern, Pattern) - Method in class yawn.nn.NeuralNetwork
Performs one learning iteration.
oneLearningStep(Pattern, Pattern) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
oneShotMatchTracking() - Method in class yawn.nn.appart.GainControlUnitOnMatching
 
OptimizableModel - Interface in yawn.optim
Models that could have their parameters $Id: OptimizableModel.java,v 1.4 2005/04/05 16:30:43 supermarti Exp $
OptimizationAdapter - Interface in yawn.optim
This is yawn.optim.OptimizationAdapter, part of the yawn project.
output() - Method in class yawn.nn.Layer
 
output() - Method in class yawn.nn.NeuralNode
 
output - Variable in class yawn.util.InputOutputPattern
 
outputGainControl - Variable in class yawn.nn.appart.AppArt
 
outputLayer - Variable in class yawn.nn.appart.AppArt
 
OutputLayer - Class in yawn.nn
An output layer.
OutputLayer(int) - Constructor for class yawn.nn.OutputLayer
 
outputSize - Variable in class yawn.envs.delve.DelveEnvironment
 
outputSize() - Method in class yawn.envs.delve.DelveEnvironment
 
outputSize() - Method in class yawn.envs.Environment
 
outputSize - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 
outputSize() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
outputSize() - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
outputSize - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
overwriteResults - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 

P

ParamerFitter - Class in yawn.optim
This is yawn.optim.ParamerFitter, part of the yawn project.
ParamerFitter() - Constructor for class yawn.optim.ParamerFitter
 
parsed - Variable in class yawn.envs.delve.DelveEnvironment
 
parsePattern(String) - Static method in class yawn.util.Pattern
Parses a String into a Pattern.
Pattern - Class in yawn.util
A pattern (or vector or stimuli) of real numbers (double).
Pattern() - Constructor for class yawn.util.Pattern
Creates a zero elements Pattern.
Pattern(double[]) - Constructor for class yawn.util.Pattern
Creates a Pattern whose elements are copied from source.
Pattern(int) - Constructor for class yawn.util.Pattern
Creates a Pattern of the desired size initialized to zero.
Pattern(Pattern) - Constructor for class yawn.util.Pattern
Creates a Pattern whose elements are copied from source.
penalize() - Method in class yawn.nn.gasart.GasArt
 
PerceptronNode - Class in yawn.nn.mlp
This is part of the yawn project.
PerceptronNode(int) - Constructor for class yawn.nn.mlp.PerceptronNode
 
PerceptronNode() - Constructor for class yawn.nn.mlp.PerceptronNode
 
piecewise(double[]) - Method in class yawn.nn.committee.functions.Average
 
piecewise(double[]) - Method in class yawn.nn.committee.functions.CommitteeFunction
Computes the value of an output feature of a committe.
piecewise(double[]) - Method in class yawn.nn.committee.functions.Popularity
 
PlainTextEnvironment - Class in yawn.envs.plaintext
This is part of the yawn project.
PlainTextEnvironment() - Constructor for class yawn.envs.plaintext.PlainTextEnvironment
 
Popularity - Class in yawn.nn.committee.functions
$Id: Popularity.java,v 1.4 2005/04/07 17:28:30 supermarti Exp $
Popularity() - Constructor for class yawn.nn.committee.functions.Popularity
 
populationSize - Variable in class yawn.optim.genetic.GeneticParameterFitter
 
populationSize - Variable in class yawn.optim.genetic.GeneticParameterFitterConfig
 
position() - Method in class yawn.nn.gasart.GasRecognitionNode
 
predict(Pattern) - Method in class yawn.nn.appart.AppArt
 
predict(Pattern) - Method in class yawn.nn.committee.NetworkCommittee
 
predict(Pattern) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
predict(Pattern) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
predict(Pattern) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
predict(Pattern) - Method in class yawn.nn.NeuralNetwork
Computes a network prediction
predict(Pattern) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
predictionError - Variable in class yawn.nn.appart.AppArt
 
predictionError - Variable in class yawn.nn.appart.AppArtConfig
 
predictionError - Variable in class yawn.nn.mlp.MultiLayerPerceptron
 
predictionError - Variable in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
predictionError - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
predictionError - Variable in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
predictionLayer - Variable in class yawn.nn.appart.AppArt
 
PredictionLayer - Class in yawn.nn.appart
A prediction (P) layer for AppART neural networks.
PredictionLayer(int, double, OutputLayer) - Constructor for class yawn.nn.appart.PredictionLayer
 
predictionLayerLearningRate - Variable in class yawn.nn.appart.AppArt
 
predictionLayerLearningRate - Variable in class yawn.nn.appart.AppArtConfig
 
PredictionNeuralNode - Class in yawn.nn.appart
A prediction layer node.
prepareConfig() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapJGapAdapter
 
prepareFile(String) - Method in class yawn.io.xml.XmlStorage
 
preserveFittestIndividual - Variable in class yawn.optim.genetic.GeneticParameterFitter
 
preserveFittestIndividual - Variable in class yawn.optim.genetic.GeneticParameterFitterConfig
 
printErrorMessage(String) - Static method in class yawn.ui.cli.RunExperiment
 
printHelpMessage(String, Options) - Static method in class yawn.ui.cli.RunExperiment
 
problemDirectory - Variable in class yawn.envs.delve.DelveEnvironment
 
propagate(Pattern) - Method in class yawn.nn.appart.AppArt
Propagates the input already already presented to the network (by calling setInput())
propagate(double[][]) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
propagate() - Method in class yawn.nn.gasart.GasRecognitionLayer
 
propagateToNextLayer() - Method in class yawn.nn.appart.PredictionLayer
 
propagateToNextLayer() - Method in class yawn.nn.appart.RecognitionLayer
Propagates the normalizedActivations to a prediction layer.
propagateToNextLayer() - Method in class yawn.nn.Layer
 
propagateToNextLayer() - Method in class yawn.nn.OutputLayer
 
propagateToNode(int) - Method in class yawn.nn.InputLayer
 

R

RadialBasisFunctionsNeuralNode - Class in yawn.nn.appart
A classifier (extended RBF) node intended for the recognition (F2) layer of a AppART network.
RadialBasisFunctionsNeuralNode(int, double, int) - Constructor for class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
randomize(double, double) - Method in class yawn.util.Pattern
Randomizes this Pattern with values bounded by min and max.
randomOrderList(InputOutputPattern[]) - Static method in class yawn.util.InputOutputPattern
 
RecognitionLayer - Class in yawn.nn.appart
A recognition (F2) layer for AppART neural networks.
RecognitionLayer(Layer, GainControlUnitOnMatching, int) - Constructor for class yawn.nn.appart.RecognitionLayer
 
removeLayer(int) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
reset() - Method in class yawn.nn.appart.AppArt
 
reset() - Method in class yawn.nn.appart.PredictionLayer
 
reset() - Method in class yawn.nn.appart.RecognitionLayer
 
reset() - Method in class yawn.nn.Layer
 
reset() - Method in class yawn.nn.NeuralNode
resets the current activation.
resetActivation - Variable in class yawn.nn.gasart.GasRecognitionNode
 
resetCategory(int) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
resource - Variable in class yawn.nn.gasart.GasRecognitionNode
 
resultsDirectory - Variable in class yawn.envs.delve.DelveEnvironment
 
resultsFileName - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 
rho - Variable in class yawn.nn.appart.GainControlUnit
 
rho - Variable in class yawn.nn.appart.GainControlUnitOnMatching
 
rho - Variable in class yawn.nn.appart.GainControlUnitOnOutput
 
rhoMin - Variable in class yawn.nn.appart.GainControlUnitOnMatching
 
rhoMin - Variable in class yawn.nn.appart.GainControlUnitOnOutput
 
run() - Method in class yawn.nn.committee.NetworkCommittee.TrainRunner
 
run() - Method in class yawn.ui.cli.RunExperiment
 
RunExperiment - Class in yawn.ui.cli
Trains and tests a neural network using a given test environment.
RunExperiment() - Constructor for class yawn.ui.cli.RunExperiment
 

S

scaleZeroOneInput(Pattern) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
scaleZeroOneTrainingDataSet(InputOutputPattern[]) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
second - Variable in class yawn.nn.gasart.GasRecognitionNode
 
SerializationException - Exception in yawn.io.serialization
Thrown when an exception occurs when serializing/de-serializing neural networks configuration.
SerializationException() - Constructor for exception yawn.io.serialization.SerializationException
 
SerializationException(String) - Constructor for exception yawn.io.serialization.SerializationException
 
SerializationException(Throwable) - Constructor for exception yawn.io.serialization.SerializationException
 
SerializationException(String, Throwable) - Constructor for exception yawn.io.serialization.SerializationException
 
serialize(Object, OutputStreamWriter) - Method in interface yawn.io.serialization.ISerializer
Serializes an object.
serialize(Object, OutputStreamWriter) - Method in class yawn.io.serialization.xml.BetwixtXmlSerializer
 
serialize(Object, OutputStreamWriter) - Method in class yawn.io.serialization.xml.CastorXmlSerializer
 
serializeObject(Object, File) - Method in class yawn.io.xml.XmlStorage
 
serialProcessing - Variable in class yawn.nn.committee.NetworkCommittee
 
serialProcessing - Variable in class yawn.nn.committee.NetworkCommitteeConfig
 
setActivation(double) - Method in class yawn.nn.gasart.GasRecognitionNode
 
setAdapting(boolean) - Method in class yawn.nn.appart.AppArt
 
setAdapting(boolean) - Method in class yawn.nn.Layer
 
setAdapting(boolean) - Method in class yawn.nn.NeuralNetwork
If set to true puts the network in adapting (training) mode; false puts the network in static or frozen (testing) mode.
setAllComponents(double) - Method in class yawn.util.Pattern
Sets all Pattern elements to value.
setAlphaArtA(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setAlphaArtA(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setAlphaArtB(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setAlphaArtB(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setAmount(int) - Method in class yawn.nn.committee.CommitteeElement
 
setAutoCreateReposotory(boolean) - Method in class yawn.io.xml.XmlContext
 
setBaseArtAVigilance(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setBetaArtA(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setBetaArtA(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setBetaArtB(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setBetaArtB(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setBindedNetworkClass(Class) - Method in class yawn.config.NeuralNetworkConfig
By default throws java.lang.UnsupportedOperationException.
setCategoryIndex(int) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
setCombinationFunction(CommitteeFunction) - Method in class yawn.nn.committee.NetworkCommittee
 
setCombinationFunctionClassName(Class) - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
setCommitteeElements(List) - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
setComponent(double, int) - Method in class yawn.util.Pattern
Sets element of index i to value.
setComponents(Pattern) - Method in class yawn.util.Pattern
Sets elements to the ones of orig.
setContext(IContext) - Method in class yawn.io.Experiment
 
setContext(IContext) - Method in interface yawn.io.IStorage
 
setContext(IContext) - Method in class yawn.io.xml.XmlStorage
 
setDataFileName(String) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
setDebug(boolean) - Method in class yawn.ui.cli.RunExperiment
 
setDesiredMeanSquaredError(double) - Method in class yawn.nn.appart.AppArt
 
setDesiredMeanSquaredError(double) - Method in class yawn.nn.appart.AppArtConfig
 
setE(double) - Method in class yawn.nn.appart.PredictionNeuralNode
 
setElementSeparator(String) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
setEnvironment(Environment) - Method in class yawn.config.NeuralNetworkConfig
 
setEnvironment(Environment) - Method in class yawn.io.Experiment
 
setEnvironment(Environment) - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
setEpsilon(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setEpsilon(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setEta(double) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
setEvalSet(InputOutputPattern[]) - Method in class yawn.optim.genetic.JGapAdapter
 
setExperimentFileName(String) - Method in class yawn.ui.cli.RunExperiment
 
setF2GainControl(GainControlUnitOnMatching) - Method in class yawn.nn.appart.AppArt
 
setF2Layer(RecognitionLayer) - Method in class yawn.nn.appart.AppArt
 
setFileNameSuffix(String) - Method in class yawn.io.xml.XmlContext
 
setFittedModel(NeuralNetwork) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
setGF2(GainControlUnitOnMatching) - Method in class yawn.nn.appart.RecognitionLayer
 
setIncreasedFlag(boolean) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
setInitialDeviations(Pattern) - Method in class yawn.nn.appart.AppArt
 
setInitialDeviations(Pattern) - Method in class yawn.nn.appart.AppArtConfig
 
setInnerCircleRadius(double) - Method in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
setInput(Pattern) - Method in class yawn.nn.appart.AppArt
 
setInput(Pattern) - Method in class yawn.nn.appart.PredictionLayer
 
setInput(Pattern) - Method in class yawn.nn.appart.RecognitionLayer
 
setInput(double, int) - Method in class yawn.nn.gasart.GasRecognitionNode
 
setInput(Pattern) - Method in class yawn.nn.InputLayer
 
setInput(Pattern) - Method in class yawn.nn.Layer
 
setInput(Pattern) - Method in class yawn.nn.mlp.MLPLayer
Does the `threshold as weight' trick.
setInput(Pattern) - Method in class yawn.nn.NeuralNode
sets the current input of the node
setInputElement(double, int) - Method in class yawn.nn.NeuralNode
 
setInputPattern(double[]) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
setInputSize(int) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
setInputSize(int) - Method in class yawn.nn.Layer
 
setInputSize(int) - Method in class yawn.nn.mlp.PerceptronNode
 
setInputSize(int) - Method in class yawn.nn.NeuralNode
 
setLambda(Pattern) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
setLayerConfigs(List) - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
setLayerConfigs(List) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
setLayers(List) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
setLearningRate(double) - Method in class yawn.nn.appart.AppArt
 
setLearningRate(double) - Method in class yawn.nn.appart.AppArtConfig
 
setLearningRate(double) - Method in class yawn.nn.appart.PredictionLayer
 
setLearningRate(double) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
setLearningRate(double) - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
setLearningRate(double) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
setMatch(boolean) - Method in class yawn.nn.appart.GainControlUnitOnMatching
 
setMatchError(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setMatchError(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setMatchTrackingOneShot(boolean) - Method in class yawn.nn.appart.AppArt
 
setMatchTrackingOneShot(boolean) - Method in class yawn.nn.appart.AppArtConfig
 
setMaxEpochs(long) - Method in class yawn.nn.appart.AppArt
 
setMaxEpochs(long) - Method in class yawn.nn.appart.AppArtConfig
 
setMaxEpochs(int) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setMaxEpochs(int) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setMaxEpochs(long) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
setMaxEpochs(long) - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
setMaxEpochs(long) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
setMaxGenerations(int) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
setMaxGenerations(int) - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
setMaxWeightValue(double) - Method in class yawn.nn.mlp.PerceptronNode
 
setMinWeightValue(double) - Method in class yawn.nn.mlp.PerceptronNode
 
setModeltoBeFittedConfig(NeuralNetworkConfig) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
setModeltoBeFittedConfig(NeuralNetworkConfig) - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
setMomentumRate(double) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
setMomentumRate(double) - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
setMomentumRate(double) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
setMu(Pattern) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
setMu(double, int) - Method in class yawn.nn.gasart.GasRecognitionNode
 
setNetworkConfig(NeuralNetworkConfig) - Method in class yawn.nn.committee.CommitteeElement
 
setNeuralNetwork(NeuralNetworkConfig) - Method in class yawn.io.Experiment
 
setNodesClassFullName(String) - Method in class yawn.nn.mlp.LayerConfig
 
setNodesClassName(String) - Method in class yawn.nn.mlp.LayerElement
 
setNumberOfInputs(int) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
setNumberOfMismatches(int) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setNumberOfSystemRuns(int) - Method in class yawn.envs.delve.DelveEnvironment
 
setNumberOfSystemRuns(int) - Method in class yawn.envs.Environment
 
setNumberOfSystemRuns(int) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
setNumberOfSystemRuns(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
setOutputSize(int) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
setOverwriteExisting(boolean) - Method in class yawn.io.xml.XmlContext
 
setOverwriteResults(boolean) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
setPenality(double) - Method in class yawn.nn.gasart.GasRecognitionNode
 
setPopulationSize(int) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
setPopulationSize(int) - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
setPredictionError(double) - Method in class yawn.nn.appart.AppArt
 
setPredictionError(double) - Method in class yawn.nn.appart.AppArtConfig
 
setPredictionError(double) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
setPredictionError(double) - Method in class yawn.nn.mlp.MultiLayerPerceptronConfig
 
setPredictionError(double) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
setPredictionLayer(PredictionLayer) - Method in class yawn.nn.appart.AppArt
 
setPredictionLayerLearningRate(double) - Method in class yawn.nn.appart.AppArt
 
setPredictionLayerLearningRate(double) - Method in class yawn.nn.appart.AppArtConfig
 
setPreserveFittestIndividual(boolean) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
setPreserveFittestIndividual(boolean) - Method in class yawn.optim.genetic.GeneticParameterFitterConfig
 
setProblemDirectory(String) - Method in class yawn.envs.delve.DelveEnvironment
 
setRepositoryDir(File) - Method in class yawn.io.xml.XmlContext
 
setResetActivation(double) - Method in class yawn.nn.gasart.GasRecognitionNode
 
setResultsDirectory(String) - Method in class yawn.envs.delve.DelveEnvironment
 
setResultsFileName(String) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
setRootSerializationClass(Class) - Method in class yawn.io.xml.XmlContext
 
setSerializer(ISerializer) - Method in class yawn.io.xml.XmlContext
 
setSerialProcessing(boolean) - Method in class yawn.nn.committee.NetworkCommittee
 
setSerialProcessing(boolean) - Method in class yawn.nn.committee.NetworkCommitteeConfig
 
setSigma(Pattern) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
setSigma(double) - Method in class yawn.nn.gasart.GasRecognitionNode
 
setSize(int) - Method in class yawn.nn.mlp.LayerConfig
 
setSize(int) - Method in class yawn.nn.mlp.LayerElement
 
setSquareDimension(double) - Method in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
setStatisticsFacility(StatisticsFacility) - Method in class yawn.nn.NeuralNetwork
 
setTemplateConfig(NeuralNetworkConfig) - Method in class yawn.optim.genetic.JGapAdapter
 
setTestMatchVigilance(double) - Method in class yawn.nn.appart.AppArt
 
setTestMatchVigilance(double) - Method in class yawn.nn.appart.AppArtConfig
 
setTestSetSize(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
setThreshold(double) - Method in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
setTrainingSet(InputOutputPattern[]) - Method in class yawn.optim.genetic.JGapAdapter
 
setTrainMatchVigilance(double) - Method in class yawn.nn.appart.AppArt
 
setTrainMatchVigilance(double) - Method in class yawn.nn.appart.AppArtConfig
 
setTrainSetSize(int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
setTrainToTestRatio(double) - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
setup(NeuralNetworkConfig) - Method in class yawn.nn.appart.AppArt
 
setup(NeuralNetworkConfig) - Method in class yawn.nn.committee.NetworkCommittee
 
setup(NeuralNetworkConfig) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setup(NeuralNetworkConfig) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
setup(NeuralNetworkConfig) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
setup(NeuralNetworkConfig) - Method in class yawn.nn.NeuralNetwork
 
setup(NeuralNetworkConfig) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
setUseAbsoluteError(boolean) - Method in class yawn.nn.appart.AppArt
 
setUseAbsoluteError(boolean) - Method in class yawn.nn.appart.AppArtConfig
 
setUseComplementCoding(boolean) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setUseComplementCoding(boolean) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setUseRelativeError(boolean) - Method in class yawn.nn.appart.AppArt
 
setVerbose(boolean) - Method in class yawn.ui.cli.RunExperiment
 
setVigilanceArtA(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setVigilanceArtA(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setVigilanceArtB(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setVigilanceArtB(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setVigilanceB(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
setVigilanceB(double) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMapConfig
 
setVigilanceParameter(double) - Method in class yawn.nn.appart.GainControlUnit
 
setVigilanceParameter(double) - Method in class yawn.nn.appart.GainControlUnitOnMatching
 
setVigilanceParameter(double) - Method in class yawn.nn.appart.GainControlUnitOnOutput
 
setWeights(Pattern) - Method in class yawn.nn.appart.PredictionNeuralNode
 
setWeights(Pattern) - Method in class yawn.nn.mlp.PerceptronNode
 
setWelcomeMsgEnabled(boolean) - Method in class yawn.ui.cli.RunExperiment
 
sigma - Variable in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
 
SigmoidNode - Class in yawn.nn.mlp
$Id: SigmoidNode.java,v 1.7 2005/04/07 17:28:07 supermarti Exp $
SigmoidNode(int) - Constructor for class yawn.nn.mlp.SigmoidNode
 
SigmoidNode() - Constructor for class yawn.nn.mlp.SigmoidNode
 
size() - Method in class yawn.nn.appart.PredictionLayer
 
size() - Method in class yawn.nn.Layer
 
size - Variable in class yawn.nn.mlp.LayerConfig
 
size - Variable in class yawn.nn.mlp.LayerElement
 
size() - Method in class yawn.util.Pattern
 
SmartMultiLayerPerceptron - Class in yawn.nn.mlp.smart
This is yawn.nn.mlp.SmartMultiLayerPerceptron part of the yawn project.
SmartMultiLayerPerceptron() - Constructor for class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
SmartMultiLayerPerceptronConfig - Class in yawn.nn.mlp.smart
This is yawn.nn.mlp.smart.SmartiMultiLayerPerceptronConfig part of the yawn project.
SmartMultiLayerPerceptronConfig() - Constructor for class yawn.nn.mlp.smart.SmartMultiLayerPerceptronConfig
 
squareDimension - Variable in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
StatisticsFacility - Interface in yawn.util
This is yawn.util.StatisticsFacility, part of the yawn project.
StorageException - Exception in yawn.io
$Id: StorageException.java,v 1.3 2005/04/07 17:28:25 supermarti Exp $
StorageException() - Constructor for exception yawn.io.StorageException
 
StorageException(String) - Constructor for exception yawn.io.StorageException
 
StorageException(String, Throwable) - Constructor for exception yawn.io.StorageException
 
StorageException(Throwable) - Constructor for exception yawn.io.StorageException
 
substract(Pattern) - Method in class yawn.util.Pattern
 
sumInputs - Variable in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
sumIW - Variable in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
SyntheticDataEnvironment - Class in yawn.envs.synthetic
An abstract class that represents a Synthetic environment .
SyntheticDataEnvironment() - Constructor for class yawn.envs.synthetic.SyntheticDataEnvironment
 
synthetizeOutput(Pattern) - Method in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
synthetizeOutput(Pattern) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
synthetizeOutput(Pattern) - Method in class yawn.envs.synthetic.XOrDataEnvironment
(non-Javadoc)

T

templateConfig - Variable in class yawn.optim.genetic.JGapAdapter
 
TEST_FILE_NAME - Static variable in class yawn.envs.delve.DelveEnvironment
 
testMatchVigilance - Variable in class yawn.nn.appart.AppArt
 
testMatchVigilance - Variable in class yawn.nn.appart.AppArtConfig
 
testPattern(double[]) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
testSet - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 
testSetSize - Variable in class yawn.envs.synthetic.SyntheticDataEnvironment
 
testSetsList - Variable in class yawn.envs.synthetic.SyntheticDataEnvironment
 
threshold - Variable in class yawn.nn.appart.RadialBasisFunctionsNeuralNode
holds the vigilance parameter specified in GF2
toString() - Method in class yawn.envs.Environment
 
toString() - Method in class yawn.nn.committee.CommitteeElement
 
toString() - Method in class yawn.nn.mlp.LayerElement
 
toString() - Method in class yawn.util.Pattern
 
train(InputOutputPattern[]) - Method in class yawn.nn.appart.AppArt
 
train(InputOutputPattern[]) - Method in class yawn.nn.committee.NetworkCommittee
 
train(double[][]) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
train(InputOutputPattern[]) - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
train(InputOutputPattern[]) - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
train(InputOutputPattern[]) - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
train(InputOutputPattern[]) - Method in class yawn.nn.NeuralNetwork
Trains the network until the stop criteria is met.
train(InputOutputPattern[]) - Method in class yawn.optim.genetic.GeneticParameterFitter
 
TRAIN_FILE_NAME - Static variable in class yawn.envs.delve.DelveEnvironment
 
trainCurrentPattern() - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
trainingSet - Variable in class yawn.optim.genetic.JGapAdapter
 
trainMatchVigilance - Variable in class yawn.nn.appart.AppArt
 
trainMatchVigilance - Variable in class yawn.nn.appart.AppArtConfig
 
trainRandom(double[][]) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
trainSet - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 
trainSetSize - Variable in class yawn.envs.synthetic.SyntheticDataEnvironment
 
trainSetsList - Variable in class yawn.envs.synthetic.SyntheticDataEnvironment
 
trainToTestRatio - Variable in class yawn.envs.plaintext.PlainTextEnvironment
 

U

unComplementCode(double[]) - Method in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
units - Variable in class yawn.nn.Layer
 
update(Object, String) - Method in interface yawn.io.IStorage
 
update(Object, String) - Method in class yawn.io.xml.XmlStorage
 
updateStructure(double, double) - Method in class yawn.nn.appart.PredictionNeuralNode
 
updateWeightsStructure(Pattern) - Method in class yawn.nn.appart.PredictionLayer
 
useAbsoluteError - Variable in class yawn.nn.appart.AppArt
 
useAbsoluteError - Variable in class yawn.nn.appart.AppArtConfig
 
useComplementCoding - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
useMinimumActivationMatchTracking(boolean) - Method in class yawn.nn.appart.AppArt
 
useOneShotMatchTracking(boolean) - Method in class yawn.nn.appart.AppArt
 

V

validate() - Method in class yawn.config.NeuralNetworkConfig
Validates the a NeuralNetworkConfig instance.
validate() - Method in class yawn.envs.delve.DelveEnvironment
 
validate() - Method in class yawn.envs.Environment
 
validate() - Method in class yawn.envs.plaintext.PlainTextEnvironment
 
validate() - Method in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
validate() - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 
ValidationException - Exception in yawn.config
This is yawn.config.ValidationException, part of the yawn project.
ValidationException() - Constructor for exception yawn.config.ValidationException
 
ValidationException(String) - Constructor for exception yawn.config.ValidationException
 
ValidationException(String, Throwable) - Constructor for exception yawn.config.ValidationException
 
ValidationException(Throwable) - Constructor for exception yawn.config.ValidationException
 
verbose - Variable in class yawn.ui.cli.RunExperiment
 
vigilance - Variable in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
vigilanceArtA - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
vigilanceArtB - Variable in class yawn.nn.fuzzyartmap.FuzzyArtMap
 

W

weights - Variable in class yawn.nn.appart.PredictionNeuralNode
 
weights - Variable in class yawn.nn.mlp.PerceptronNode
 
welcomeMsgEnabled - Variable in class yawn.ui.cli.RunExperiment
 
winner - Variable in class yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt
 
winner - Variable in class yawn.nn.gasart.GasRecognitionNode
 
writeResults(Pattern[], int) - Method in class yawn.envs.delve.DelveEnvironment
Writes a DELVE cguess file representing the predictions of a neural network.
writeResults(Pattern[], int) - Method in class yawn.envs.Environment
 
writeResults(Pattern[], int) - Method in class yawn.envs.plaintext.PlainTextEnvironment
Writes the results to a an ascii file.
writeResults(Pattern[], int) - Method in class yawn.envs.synthetic.SyntheticDataEnvironment
 

X

XmlContext - Class in yawn.io.xml
$Id: XmlContext.java,v 1.4 2005/04/07 17:28:28 supermarti Exp $
XmlContext() - Constructor for class yawn.io.xml.XmlContext
 
XmlStorage - Class in yawn.io.xml
Implementation of INeuralNetworkConfigStorage backed by xml files, one per neural network configuration.
XmlStorage(XmlContext) - Constructor for class yawn.io.xml.XmlStorage
 
XmlStorage() - Constructor for class yawn.io.xml.XmlStorage
 
XOrDataEnvironment - Class in yawn.envs.synthetic
This is yawn.envs.synthetic.XOrDataEnvironment part of the yawn project.
XOrDataEnvironment() - Constructor for class yawn.envs.synthetic.XOrDataEnvironment
 

Y

yawn - package yawn
 
yawn.config - package yawn.config
 
yawn.envs - package yawn.envs
 
yawn.envs.delve - package yawn.envs.delve
 
yawn.envs.plaintext - package yawn.envs.plaintext
 
yawn.envs.synthetic - package yawn.envs.synthetic
 
yawn.io - package yawn.io
 
yawn.io.serialization - package yawn.io.serialization
 
yawn.io.serialization.xml - package yawn.io.serialization.xml
 
yawn.io.xml - package yawn.io.xml
 
yawn.nn - package yawn.nn
 
yawn.nn.appart - package yawn.nn.appart
 
yawn.nn.committee - package yawn.nn.committee
 
yawn.nn.committee.functions - package yawn.nn.committee.functions
 
yawn.nn.fuzzyartmap - package yawn.nn.fuzzyartmap
 
yawn.nn.fuzzyartmap.fuzzyart - package yawn.nn.fuzzyartmap.fuzzyart
 
yawn.nn.gasart - package yawn.nn.gasart
 
yawn.nn.mlp - package yawn.nn.mlp
 
yawn.nn.mlp.smart - package yawn.nn.mlp.smart
 
yawn.optim - package yawn.optim
 
yawn.optim.genetic - package yawn.optim.genetic
 
yawn.ui.cli - package yawn.ui.cli
 
yawn.util - package yawn.util
 
YawnException - Exception in yawn
A base exception for Yawn.
YawnException() - Constructor for exception yawn.YawnException
 
YawnException(String) - Constructor for exception yawn.YawnException
 
YawnException(String, Throwable) - Constructor for exception yawn.YawnException
 
YawnException(Throwable) - Constructor for exception yawn.YawnException
 
YawnRuntimeException - Exception in yawn
A runtime exception for controling response to the unexpected errors.
YawnRuntimeException() - Constructor for exception yawn.YawnRuntimeException
 
YawnRuntimeException(String) - Constructor for exception yawn.YawnRuntimeException
 
YawnRuntimeException(Throwable) - Constructor for exception yawn.YawnRuntimeException
 
YawnRuntimeException(String, Throwable) - Constructor for exception yawn.YawnRuntimeException
 
yieldConfiguration() - Method in class yawn.nn.appart.AppArt
(non-Javadoc)
yieldConfiguration() - Method in class yawn.nn.committee.NetworkCommittee
 
yieldConfiguration() - Method in class yawn.nn.fuzzyartmap.FuzzyArtMap
 
yieldConfiguration() - Method in class yawn.nn.mlp.MultiLayerPerceptron
 
yieldConfiguration() - Method in class yawn.nn.mlp.smart.SmartMultiLayerPerceptron
 
yieldConfiguration() - Method in class yawn.nn.NeuralNetwork
 
yieldConfiguration() - Method in class yawn.optim.genetic.GeneticParameterFitter
 

Z

ZERO_PAT - Static variable in class yawn.envs.synthetic.CircleInTheSquareEnvironment
 
ZERO_PAT - Static variable in class yawn.envs.synthetic.XOrDataEnvironment
 

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