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Serialized Form

Package examples

Class examples.MinimizingFitnessFunctionCached extends CachedFitnessFunction implements Serializable

Serialized Fields

m_targetAmount

int m_targetAmount

Class examples.MinimizingMakeChangeFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_targetAmount

int m_targetAmount
Package examples.audit

Class examples.audit.CoinsExampleFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_targetAmount

int m_targetAmount
Package examples.chromInit

Class examples.chromInit.MaxFunction extends FitnessFunction implements Serializable

Package examples.config

Class examples.config.MaximizingFunctionFitnessFunction extends FitnessFunction implements Serializable

Package examples.constraint

Class examples.constraint.SampleFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_targetAmount

int m_targetAmount
Package examples.distinctGenes

Class examples.distinctGenes.MyChromosome extends Chromosome implements Serializable

Class examples.distinctGenes.SampleFitnessFunction extends FitnessFunction implements Serializable

Package examples.dynamicMutation

Class examples.dynamicMutation.DynamicMutationExample.CoinsMutationRateCalc extends java.lang.Object implements Serializable

Serialized Fields

m_evolution

int m_evolution

m_rate0

double m_rate0

m_rate1

double m_rate1

m_rate2

double m_rate2

m_rate3

double m_rate3

Class examples.dynamicMutation.DynamicMutationFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_targetAmount

int m_targetAmount
Package examples.energy

Class examples.energy.CoinsEnergy.EnergyGeneConstraintChecker extends java.lang.Object implements Serializable

Class examples.energy.CoinsEnergyFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_targetAmount

int m_targetAmount

m_maxWeight

double m_maxWeight
Package examples.equalDistribution

Class examples.equalDistribution.SampleFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_vents

Vent[] m_vents
Package examples.gp

Class examples.gp.Fibonacci.FormulaFitnessFunction extends GPFitnessFunction implements Serializable

Class examples.gp.FibonacciNodeValidator extends java.lang.Object implements Serializable

Class examples.gp.KarubProblem.FormulaFitnessFunction extends GPFitnessFunction implements Serializable

Class examples.gp.MathProblem.FormulaFitnessFunction extends GPFitnessFunction implements Serializable

Package examples.gp.anttrail

Class examples.gp.anttrail.AntCommand extends CommandGene implements Serializable

Class examples.gp.anttrail.IfFoodAheadElse extends AntCommand implements Serializable

Serialized Fields

m_lookAheadFields

int m_lookAheadFields

Class examples.gp.anttrail.IfFoodAheadLeft extends AntCommand implements Serializable

Serialized Fields

m_lookAheadFields

int m_lookAheadFields

Class examples.gp.anttrail.IfFoodAheadRight extends AntCommand implements Serializable

Serialized Fields

m_lookAheadFields

int m_lookAheadFields

Class examples.gp.anttrail.Left extends AntCommand implements Serializable

Class examples.gp.anttrail.Move extends AntCommand implements Serializable

Serialized Fields

m_moves

int m_moves

Class examples.gp.anttrail.Right extends AntCommand implements Serializable

Class examples.gp.anttrail.TurnToFood extends AntCommand implements Serializable

Package examples.gp.monalisa.core

Class examples.gp.monalisa.core.DrawingGPConfiguration extends GPConfiguration implements Serializable

Serialized Fields

m_target

java.awt.image.BufferedImage m_target

Class examples.gp.monalisa.core.InitStrategy extends java.lang.Object implements Serializable

Class examples.gp.monalisa.core.LMSFitnessFunction extends GPFitnessFunction implements Serializable

Serialized Fields

m_conf

DrawingGPConfiguration m_conf

programRunner

DrawingGPProgramRunner programRunner

targetPixels

int[] targetPixels

Class examples.gp.monalisa.core.NodeValidator extends java.lang.Object implements Serializable

Package examples.gp.monalisa.gui

Class examples.gp.monalisa.gui.FittestDrawingView extends javax.swing.JFrame implements Serializable

Serialized Fields

mainPanel

javax.swing.JPanel mainPanel

Class examples.gp.monalisa.gui.GeneticDrawingAboutBox extends javax.swing.JDialog implements Serializable

Serialized Fields

closeButton

javax.swing.JButton closeButton
Package examples.gp.paintedDesert

Class examples.gp.paintedDesert.AntCommand extends CommandGene implements Serializable

Class examples.gp.paintedDesert.Carrying extends AntCommand implements Serializable

Class examples.gp.paintedDesert.Drop extends AntCommand implements Serializable

Class examples.gp.paintedDesert.GO_E extends AntCommand implements Serializable

Class examples.gp.paintedDesert.GO_N extends AntCommand implements Serializable

Class examples.gp.paintedDesert.GO_S extends AntCommand implements Serializable

Class examples.gp.paintedDesert.GO_W extends AntCommand implements Serializable

Class examples.gp.paintedDesert.IfDrop extends AntCommand implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type
The class of the arguments to this function

Class examples.gp.paintedDesert.IfLessThanOrEqual extends CommandGene implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type
Returns the type of the arguments for this function

Class examples.gp.paintedDesert.IfLessThanZero extends CommandGene implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type
Returns the type of the arguments

Class examples.gp.paintedDesert.LoopUntil extends CommandGene implements Serializable

Serialized Fields

m_typeVar

java.lang.Class<T> m_typeVar
Type of the fist argument

m_count

int m_count
Maximum number of times the function is allowed to loop

Class examples.gp.paintedDesert.MayDropSand extends AntCommand implements Serializable

Class examples.gp.paintedDesert.MayPickUp extends AntCommand implements Serializable

Class examples.gp.paintedDesert.MoveRandom extends AntCommand implements Serializable

Class examples.gp.paintedDesert.Pickup extends AntCommand implements Serializable

Class examples.gp.paintedDesert.SandAtLocation extends AntCommand implements Serializable

Class examples.gp.paintedDesert.SandBelongsHere extends AntCommand implements Serializable

Class examples.gp.paintedDesert.SandColor extends AntCommand implements Serializable

Class examples.gp.paintedDesert.X extends AntCommand implements Serializable

Class examples.gp.paintedDesert.Y extends AntCommand implements Serializable

Package examples.gp.symbolicRegression

Class examples.gp.symbolicRegression.AndD extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.Gamma extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.Gaussian extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.Hill extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.Logistic extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.ModuloD extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.NotD extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.OrD extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.Sigmoid extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.Sign extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.Sqrt extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.Step extends MathCommand implements Serializable

Class examples.gp.symbolicRegression.SymbolicRegression.FormulaFitnessFunction extends GPFitnessFunction implements Serializable

Class examples.gp.symbolicRegression.XorD extends MathCommand implements Serializable

Package examples.gp.tictactoe

Class examples.gp.tictactoe.CountStones extends CommandGene implements Serializable

Serialized Fields

m_board

Board m_board

m_memoryNameBase

java.lang.String m_memoryNameBase

m_color

int m_color

Class examples.gp.tictactoe.EvaluateBoard extends CommandGene implements Serializable

Serialized Fields

m_board

Board m_board

m_index

int m_index

m_type

java.lang.Class<T> m_type

m_subChildType

int m_subChildType

Class examples.gp.tictactoe.GameNodeValidator extends java.lang.Object implements Serializable

Class examples.gp.tictactoe.GameWonException extends java.lang.RuntimeException implements Serializable

Serialized Fields

m_color

int m_color

Class examples.gp.tictactoe.IfColor extends CommandGene implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

m_color

int m_color

Class examples.gp.tictactoe.IfIsFree extends CommandGene implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

m_board

Board m_board

Class examples.gp.tictactoe.IfIsOccupied extends CommandGene implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

m_board

Board m_board

Class examples.gp.tictactoe.InitStrategy extends java.lang.Object implements Serializable

Class examples.gp.tictactoe.IsOwnColor extends CommandGene implements Serializable

Serialized Fields

m_color

int m_color

m_subChildType

int m_subChildType

Class examples.gp.tictactoe.PutStone extends CommandGene implements Serializable

Serialized Fields

m_board

Board m_board

m_color

int m_color

Class examples.gp.tictactoe.PutStone1 extends CommandGene implements Serializable

Serialized Fields

m_board

Board m_board

m_color

int m_color

Class examples.gp.tictactoe.ReadBoard extends CommandGene implements Serializable

Serialized Fields

m_board

Board m_board

Class examples.gp.tictactoe.TicTacToeMain.GameFitnessFunction extends GPFitnessFunction implements Serializable

Serialized Fields

m_board

Board m_board

m_color

int m_color

m_other

GPGenotype m_other

firstTime

boolean firstTime

m_player

GPGenotype m_player

nullfound

int nullfound

Class examples.gp.tictactoe.TransferBoardToMemory extends CommandGene implements Serializable

Serialized Fields

m_board

Board m_board

m_startMemoryIndex

int m_startMemoryIndex
Package examples.grid.evolutionDistributed

Class examples.grid.evolutionDistributed.ClientEvolveStrategy extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

m_clientFeedback

IClientFeedback m_clientFeedback

m_maxEvolutions

int m_maxEvolutions

m_pop

Population m_pop

Class examples.grid.evolutionDistributed.GridConfiguration extends GridConfigurationBase implements Serializable

Class examples.grid.evolutionDistributed.MyClientFeedback extends java.lang.Object implements Serializable

Class examples.grid.evolutionDistributed.MyEvolveStrategy extends java.lang.Object implements Serializable

Class examples.grid.evolutionDistributed.MyGenotypeInitializer extends java.lang.Object implements Serializable

Class examples.grid.evolutionDistributed.MyRequestSplitStrategy extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

Class examples.grid.evolutionDistributed.MyWorkerReturnStrategy extends java.lang.Object implements Serializable

Class examples.grid.evolutionDistributed.SampleFitnessFunction extends FitnessFunction implements Serializable

Package examples.grid.fitnessDistributed

Class examples.grid.fitnessDistributed.ClientEvolveStrategy extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

m_clientFeedback

IClientFeedback m_clientFeedback

m_maxEvolutions

int m_maxEvolutions

m_pop

Population m_pop

Class examples.grid.fitnessDistributed.FitnessSplitStrategy extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

Class examples.grid.fitnessDistributed.GridConfiguration extends GridConfigurationBase implements Serializable

Class examples.grid.fitnessDistributed.MyClientFeedback extends java.lang.Object implements Serializable

Class examples.grid.fitnessDistributed.MyRequestSplitStrategy extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

Class examples.grid.fitnessDistributed.MyWorkerReturnStrategy extends java.lang.Object implements Serializable

Class examples.grid.fitnessDistributed.SampleFitnessFunction extends FitnessFunction implements Serializable

Package examples.grid.mathProblemDistributed

Class examples.grid.mathProblemDistributed.ClientEvolveStrategy extends GPProblem implements Serializable

Serialized Fields

m_clientFeedback

IClientFeedbackGP m_clientFeedback

m_maxEvolutions

int m_maxEvolutions

m_pop

GPPopulation m_pop

m_gridConfig

GridConfiguration m_gridConfig

Class examples.grid.mathProblemDistributed.GridConfiguration extends GridConfigurationGPBase implements Serializable

Serialized Fields

m_var

Variable m_var

Class examples.grid.mathProblemDistributed.MyClientFeedback extends java.lang.Object implements Serializable

Class examples.grid.mathProblemDistributed.MyEvolveStrategy extends java.lang.Object implements Serializable

Class examples.grid.mathProblemDistributed.MyGenotypeInitializer extends java.lang.Object implements Serializable

Class examples.grid.mathProblemDistributed.MyRequestSplitStrategy extends java.lang.Object implements Serializable

Serialized Fields

m_config

GPConfiguration m_config

Class examples.grid.mathProblemDistributed.MyWorkerReturnStrategy extends java.lang.Object implements Serializable

Class examples.grid.mathProblemDistributed.SampleFitnessFunction extends GPFitnessFunction implements Serializable

Package examples.knapsack

Class examples.knapsack.KnapsackFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_knapsackVolume

double m_knapsackVolume
Package examples.monalisa.core

Class examples.monalisa.core.AlphaMutationOperator extends MutationOperator implements Serializable

Class examples.monalisa.core.AlphaOffMutationOperator extends MutationOperator implements Serializable

Class examples.monalisa.core.ColorMutationOperator extends MutationOperator implements Serializable

Class examples.monalisa.core.GAConfiguration extends Configuration implements Serializable

Serialized Fields

m_phenotypeExpresser

GAPhenotypeExpresser m_phenotypeExpresser

m_target

java.awt.image.BufferedImage m_target

m_maxPolygons

int m_maxPolygons

Class examples.monalisa.core.LMSFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_conf

GAConfiguration m_conf

targetPixels

int[] targetPixels

Class examples.monalisa.core.PointMutationOperator extends MutationOperator implements Serializable

Class examples.monalisa.core.PolygonMutationOperator extends MutationOperator implements Serializable

Class examples.monalisa.core.SingleMutationOperator extends MutationOperator implements Serializable

Package examples.monalisa.gui

Class examples.monalisa.gui.FittestDrawingView extends javax.swing.JFrame implements Serializable

Serialized Fields

mainPanel

javax.swing.JPanel mainPanel

Class examples.monalisa.gui.GeneticDrawingAboutBox extends javax.swing.JDialog implements Serializable

Serialized Fields

closeButton

javax.swing.JButton closeButton
Package examples.multiobjective

Class examples.multiobjective.MOFitnessEvaluator extends java.lang.Object implements Serializable

Class examples.multiobjective.MultiObjectiveFitnessFunction extends BulkFitnessFunction implements Serializable

Package examples.salesman

Class examples.salesman.TravellingSalesman extends Salesman implements Serializable

Package examples.simpleBoolean

Class examples.simpleBoolean.MaxFunction extends FitnessFunction implements Serializable

Package examples.simpleBooleanThreaded

Class examples.simpleBooleanThreaded.MaxFunction extends FitnessFunction implements Serializable

Package examples.supergene

Class examples.supergene.AbstractChangeFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_targetAmount

int m_targetAmount

Class examples.supergene.NickelsPenniesSupergene extends AbstractSupergene implements Serializable

Class examples.supergene.SupergeneChangeFitnessFunction extends AbstractChangeFitnessFunction implements Serializable

Package org.jgap

Class org.jgap.BaseChromosome extends java.lang.Object implements Serializable

Serialized Fields

m_configuration

Configuration m_configuration
The configuration object to use

m_genes

Gene[] m_genes
The array of Genes contained in this Chromosome.

m_age

int m_age

m_operatedOn

int m_operatedOn

m_uniqueID

java.lang.String m_uniqueID
Unique ID of the chromosome that allows to distinct it from other chromosomes. In the best case, this ID is unique worldwide.

m_uniqueIDTemplates

java.util.Map<K,V> m_uniqueIDTemplates
In case mutation, crossing over etc. happened, this sequence gives evidence about the parent(s) of the current chromosome.

Class org.jgap.BaseGene extends java.lang.Object implements Serializable

Serialized Fields

m_energy

double m_energy
Energy of a gene, see RFE 1102206

m_applicationData

java.lang.Object m_applicationData
Application-specific data that is attached to the Gene. This data may assist the application in labelling this Gene. JGAP ignores the data, aside from allowing it to be set and retrieved and considering it in clone() and compareTo().

Since:
2.4

m_compareAppData

boolean m_compareAppData
Method compareTo(): Should we also consider the application data when comparing? Default is "false" as "true" means a Gene's losing its identity when application data is set differently!

Since:
2.4

m_configuration

Configuration m_configuration

m_uniqueID

java.lang.String m_uniqueID
Unique ID of the gene that allows to distinct it from other genes. In the best case, this ID is unique worldwide.

m_uniqueIDTemplates

java.util.Map<K,V> m_uniqueIDTemplates
In case mutation, crossing over etc. happened, this sequence gives evidence about the parent(s) of the current gene.

m_geneAlleleChecker

IGeneConstraintChecker m_geneAlleleChecker
Optional helper class for checking if a given allele value to be set for a given gene is valid. If not, the allele value may not be set for the gene or the gene type (e.g. IntegerGene) is not allowed in general!

Since:
2.5 (moved from CompositeGene, where it was since 2.0)

Class org.jgap.BaseGeneticOperator extends java.lang.Object implements Serializable

Serialized Fields

m_configuration

Configuration m_configuration

m_monitor

IEvolutionMonitor m_monitor

m_monitorActive

boolean m_monitorActive

Class org.jgap.BaseRateCalculator extends java.lang.Object implements Serializable

Class org.jgap.BreederBase extends java.lang.Object implements Serializable

Class org.jgap.BulkFitnessFunction extends java.lang.Object implements Serializable

Class org.jgap.CachedFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

cachedFitnessValues

java.util.Map<K,V> cachedFitnessValues

Class org.jgap.Chromosome extends BaseChromosome implements Serializable

Serialized Fields

m_applicationData

java.lang.Object m_applicationData
Application-specific data that is attached to this Chromosome. This data may assist the application in evaluating this Chromosome in the fitness function. JGAP does not operate on the data, aside from allowing it to be set and retrieved, and considering it with comparations (if user opted in to do so).

m_multiObjective

java.util.List<E> m_multiObjective
Holds multiobjective values.

Since:
2.6

m_isSelectedForNextGeneration

boolean m_isSelectedForNextGeneration
Keeps track of whether or not this Chromosome has been selected by the natural selector to move on to the next generation.

m_fitnessValue

double m_fitnessValue
Stores the fitness value of this Chromosome as determined by the active fitness function. A value of -1 indicates that this field has not yet been set with this Chromosome's fitness values (valid fitness values are always positive).

Since:
2.0 (until 1.1: type int)

m_compareAppData

boolean m_compareAppData
Method compareTo(): Should we also consider the application data when comparing? Default is "false", as "true" means a Chromosome's losing its identity when application data is set differently!

Since:
2.2

m_geneAlleleChecker

IGeneConstraintChecker m_geneAlleleChecker
Optional helper class for checking if a given allele value to be set for a given gene is valid. If not, the allele value may not be set for the gene or the gene type (e.g. IntegerGene) is not allowed in general!

Since:
2.5

m_alwaysCalculate

boolean m_alwaysCalculate
If set to true the method getFitnessValue() will always (re-)calculate the fitness value. This may be necessary in case of environments where the state changes without the chromosome to notice

Since:
3.2.2

Class org.jgap.Configuration extends java.lang.Object implements Serializable

Serialization Methods

readObject

private void readObject(java.io.ObjectInputStream a_inputStream)
                 throws java.lang.ClassNotFoundException,
                        java.io.IOException
Deserialize the object. Needed to provide a unique ID for each thread the object is used in.

Throws:
java.lang.ClassNotFoundException
java.io.IOException
Since:
3.01
Serialized Fields

m_config

Configuration.ConfigurationConfigurable m_config
Contains a bag of custom properties. Can be empty. A custom property is such that is not included in the standard JGAP configuration.

Since:
3.3.1

m_objectiveFunction

FitnessFunction m_objectiveFunction
References the current fitness function that will be used to evaluate chromosomes during the natural selection process. Note that only this or the bulk fitness function may be set - the two are mutually exclusive.

Since:
1.0

m_fitnessEvaluator

FitnessEvaluator m_fitnessEvaluator
The fitness evaluator. See interface class FitnessEvaluator for details.

Since:
2.0 (since 1.1 in class Genotype)

m_breeder

IBreeder m_breeder
Performs the evolution.

m_minPercentageSizePopulation

int m_minPercentageSizePopulation
Minimum size guaranteed for population. If zero or below then no ensurance.

m_bulkObjectiveFunction

BulkFitnessFunction m_bulkObjectiveFunction
References the current bulk fitness function that will be used to evaluate chromosomes (in bulk) during the natural selection process. Note that only this or the normal fitness function may be set - the two are mutually exclusive.

Since:
1.0

m_sampleChromosome

IChromosome m_sampleChromosome
References a Chromosome that serves as a sample of the Gene setup that is to be used. Each gene in the Chromosome should be represented with the desired Gene type.

Since:
1.0

m_randomGenerator

RandomGenerator m_randomGenerator
References the random number generator implementation that is to be used for the generation of any random numbers during the various genetic operations and processes.

Since:
1.0

m_eventManager

IEventManager m_eventManager
References the event manager that is to be used for the notification of genetic events and the management of event subscribers.

Since:
1.0

m_geneticOperators

java.util.List<E> m_geneticOperators
Stores all of the GeneticOperator implementations that are to be used to operate upon the chromosomes of a population prior to natural selection. Operators will be executed in the order that they are added to this list.

Since:
1.1

m_chromosomeSize

int m_chromosomeSize
The number of genes that will be stored in each chromosome in the population.

m_settingsLocked

boolean m_settingsLocked
Indicates whether the settings of this Configuration instance have been locked. Prior to locking, the settings may be set and reset as desired. Once this flag is set to true, no settings may be altered.

m_preSelectors

ChainOfSelectors m_preSelectors
Ordered chain of NaturalSelector's which will be executed before applying Genetic Operators.

Since:
1.1

m_postSelectors

ChainOfSelectors m_postSelectors
Ordered chain of NaturalSelector's which will be executed after applying Genetic Operators.

Since:
1.1

m_preserveFittestIndividual

boolean m_preserveFittestIndividual
Should the fittest chromosome in the population be preserved to the next generation when evolving (in Genotype.evolve()) ?

m_selectFromPrevGen

double m_selectFromPrevGen
How many chromosomes should be selected from previous generation? The missing chromosomes will be filled up with randomly created new ones. 1 = all

m_generationNr

int m_generationNr
Indicates how many times the evolve()-method in class Genotype has been called. Represents the number of the current population.

Since:
2.2

m_name

java.lang.String m_name
Informative name for output.

Since:
2.3

m_keepPopulationSizeConstant

boolean m_keepPopulationSizeConstant
True: population size will be kept constant at specified size in configuration. False: population size will grow dependently on used NaturalSelector's and GeneticOperator's. Default is TRUE

Since:
2.4

m_factory

IJGAPFactory m_factory
Holds the central configurable factory for creating default objects.

Since:
2.6

m_alwaysCalculateFitness

boolean m_alwaysCalculateFitness
See Chromosome class, field m_alwaysCalculate, for description

Since:
3.2.2

m_uniqueKeysActive

boolean m_uniqueKeysActive
True: Use unique keys, especially in Chromosomes, to allow tracking and monitoring of evolution progress.

Since:
3.5

m_id

java.lang.String m_id
Unique ID for a configuration to distinguish it from other configurations instantiated within the same thread.

Since:
3.01

m_monitor

IEvolutionMonitor m_monitor
Since:
3.5

Class org.jgap.Configuration.ConfigurationConfigurable extends java.lang.Object implements Serializable

Serialized Fields

m_populationSize

int m_populationSize
The number of chromosomes that will be stored in the Genotype.

Class org.jgap.DefaultFitnessEvaluator extends java.lang.Object implements Serializable

Class org.jgap.DeltaFitnessEvaluator extends java.lang.Object implements Serializable

Class org.jgap.FitnessFunction extends java.lang.Object implements Serializable

Serialized Fields

m_lastComputedFitnessValue

double m_lastComputedFitnessValue
The fitness value computed during the previous run

Class org.jgap.Genotype extends java.lang.Object implements Serializable

Serialized Fields

m_activeConfiguration

Configuration m_activeConfiguration
The current Configuration instance.

Since:
1.0

m_population

Population m_population
The array of Chromosomes that make-up the Genotype's population.

Since:
2.0

m_useMonitor

boolean m_useMonitor
Use an enolution monitor

Since:
3.6

m_monitor

IEvolutionMonitor m_monitor

Class org.jgap.InvalidConfigurationException extends java.lang.Exception implements Serializable

Class org.jgap.NaturalSelector extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

m_monitor

IEvolutionMonitor m_monitor

m_monitorActive

boolean m_monitorActive

Class org.jgap.NaturalSelector.AgeFitnessValueComparator extends java.lang.Object implements Serializable

Class org.jgap.NaturalSelector.FitnessAgeValueComparator extends java.lang.Object implements Serializable

Class org.jgap.NaturalSelector.FitnessValueComparator extends java.lang.Object implements Serializable

Class org.jgap.NaturalSelectorExt extends NaturalSelector implements Serializable

Serialized Fields

m_to_pop

Population m_to_pop

m_doublettesAllowed

boolean m_doublettesAllowed
Allows or disallows doublette chromosomes to be added to the selector

Class org.jgap.Population extends java.lang.Object implements Serializable

Serialized Fields

m_chromosomes

java.util.List<E> m_chromosomes
The array of Chromosomes that makeup the Genotype's population.

m_fittestChromosome

IChromosome m_fittestChromosome
The fittest Chromosome of the population.

m_changed

boolean m_changed
Indicates whether at least one of the chromosomes has been changed (deleted, added, modified).

m_sorted

boolean m_sorted
Indicates that the list of Chromosomes has been sorted.

m_config

Configuration m_config

Class org.jgap.UnsupportedRepresentationException extends java.lang.Exception implements Serializable

Package org.jgap.audit

Class org.jgap.audit.ChainedMonitors extends java.lang.Object implements Serializable

Serialized Fields

m_monitors

java.util.List<E> m_monitors

m_positiveMonitorsRequired

int m_positiveMonitorsRequired

Class org.jgap.audit.Evaluator extends java.lang.Object implements Serializable

Serialized Fields

m_permutationData

java.util.Map<K,V> m_permutationData
Each data has its own data container

m_permutationRuns

java.util.Map<K,V> m_permutationRuns
Stores the run-numbers (indexes) for all permutations submitted

m_data

KeyedValues2D m_data
For processinf without permutation

m_permConf

PermutingConfiguration m_permConf

m_genotypeData

java.util.Map<K,V> m_genotypeData
Genotype data per permutation per run

m_genotypeDataAvg

java.util.List<E> m_genotypeDataAvg
Genotype data per permutation (averaged over all runs)

Class org.jgap.audit.EvolutionMonitor extends java.lang.Object implements Serializable

Serialized Fields

m_checks

int m_checks

m_popHist

PopulationHistoryIndexed m_popHist

m_selectorIndex

int m_selectorIndex

m_operatorIndex

int m_operatorIndex

Class org.jgap.audit.FitnessImprovementMonitor extends java.lang.Object implements Serializable

Serialized Fields

m_initialWaitSeconds

int m_initialWaitSeconds

m_checkIntervalSeconds

int m_checkIntervalSeconds

m_improvedFitnessExpected

double m_improvedFitnessExpected

m_startMillis

long m_startMillis

m_lastCheckMillis

long m_lastCheckMillis

m_bestFitnessPreviously

double m_bestFitnessPreviously

m_checks

int m_checks

Class org.jgap.audit.KeyedValue extends java.lang.Object implements Serializable

Serialized Fields

m_key

java.lang.Comparable<T> m_key

m_value

java.lang.Number m_value

Class org.jgap.audit.KeyedValues extends java.lang.Object implements Serializable

Serialized Fields

m_data

java.util.List<E> m_data
Data storage

Class org.jgap.audit.KeyedValues2D extends java.lang.Object implements Serializable

Serialized Fields

m_rowKeys

java.util.List<E> m_rowKeys
The row keys

m_columnKeys

java.util.List<E> m_columnKeys
The column keys

m_rows

java.util.List<E> m_rows
The row data

m_sortRowKeys

boolean m_sortRowKeys
Should row keys be sorted by their comparable order?

Class org.jgap.audit.PermutingConfiguration extends Configuration implements Serializable

Serialized Fields

m_randomGeneratorSlots

java.util.List<E> m_randomGeneratorSlots

m_randomGeneratorIndex

int m_randomGeneratorIndex

m_naturalSelectorSlots

java.util.List<E> m_naturalSelectorSlots

m_naturalSelectorIndex

int m_naturalSelectorIndex

m_geneticOperatorSlots

java.util.List<E> m_geneticOperatorSlots

m_geneticOperatorIndex

int m_geneticOperatorIndex

m_fitnessFunctionSlots

java.util.List<E> m_fitnessFunctionSlots

m_fitnessFunctionIndex

int m_fitnessFunctionIndex

m_componentIndex

int m_componentIndex

m_configuration

Configuration m_configuration
The resulting configuration as determined by permutation.

Class org.jgap.audit.TimedMonitor extends java.lang.Object implements Serializable

Serialized Fields

m_startMillis

long m_startMillis

m_seconds

int m_seconds
Package org.jgap.data.config

Class org.jgap.data.config.ConfigException extends java.lang.Exception implements Serializable

Class org.jgap.data.config.MetaConfigException extends java.lang.Exception implements Serializable

Package org.jgap.distr

Class org.jgap.distr.Culture extends java.lang.Object implements Serializable

Serialized Fields

m_memory

CultureMemoryCell[] m_memory
The storage to use.

m_memoryNames

java.util.List<E> m_memoryNames
Storage for named indices.

m_size

int m_size
Number of memory cells available.

m_width

int m_width
Width of a matrixed memory (optional, but necessary to set if you want to treat the memory as a matrix).

Class org.jgap.distr.CultureMemoryCell extends java.lang.Object implements Serializable

Serialized Fields

m_name

java.lang.String m_name
Informative name of the memory cell (optional)

m_version

int m_version
Version of the memory value, i.e. how many times has setValue(..) been called)? First version (no value assigned) is zero, second version (first time a value is assigned to the memory) is 1 etc.

m_value

java.lang.Object m_value
Value of the memory cell

m_readAccessed

int m_readAccessed
How many times has the memory cell been read out?

m_historySize

int m_historySize
How many historical values should be kept for evaluation purposes? Values less than one turn history feature off

m_internalHistorySize

int m_internalHistorySize

m_previousVersion

CultureMemoryCell m_previousVersion
If history logging turned off, we need to keep the prior version for evaluation purpose, e.g. see getReadAccessedCurrentVersion

m_history

java.util.List<E> m_history
History of memory values

m_dateTimeVersion

long m_dateTimeVersion
Time in milliseconds when the version number is incremented (e.g. when setting the value of the cell)

Class org.jgap.distr.DistributedGenotype extends Genotype implements Serializable

Class org.jgap.distr.MasterInfo extends java.lang.Object implements Serializable

Serialized Fields

m_IPAddress

java.lang.String m_IPAddress
The computer's address over which it is reachable in the network

m_username

java.lang.String m_username
Name of the grid user associated with the IP address

m_name

java.lang.String m_name
Host name of the computer

m_GUID

java.lang.String m_GUID
Unique ID of a worker

Package org.jgap.distr.grid

Class org.jgap.distr.grid.DefaultClientFeedback extends java.lang.Object implements Serializable

Class org.jgap.distr.grid.DefaultEvolveStrategy extends java.lang.Object implements Serializable

Class org.jgap.distr.grid.DefaultGenotypeInitializer extends java.lang.Object implements Serializable

Class org.jgap.distr.grid.DefaultWorkerReturnStrategy extends java.lang.Object implements Serializable

Class org.jgap.distr.grid.DummyGridClientMediator extends java.lang.Object implements Serializable

Serialized Fields

m_gridconfig

GridNodeClientConfig m_gridconfig

m_gc

GridClient m_gc
For LAN transmissions

Class org.jgap.distr.grid.GridConfigurationBase extends java.lang.Object implements Serializable

Serialized Fields

m_clientFeedback

IClientFeedback m_clientFeedback

m_splitStrategy

IRequestSplitStrategy m_splitStrategy

m_config

Configuration m_config

m_clientEvolveStrategy

IClientEvolveStrategy m_clientEvolveStrategy

m_workerEvolveStrategy

IWorkerEvolveStrategy m_workerEvolveStrategy

m_workerReturnStrategy

IWorkerReturnStrategy m_workerReturnStrategy

m_genotypeInitializer

IGenotypeInitializer m_genotypeInitializer

m_packageName

java.lang.String m_packageName

Class org.jgap.distr.grid.MessageContext extends BasicContext implements Serializable

Serialized Fields

m_module

java.lang.String m_module

m_context

java.lang.String m_context

m_userGrp

java.lang.String m_userGrp

m_userID

java.lang.String m_userID

m_version

java.lang.String m_version

Class org.jgap.distr.grid.SampleSplitStrategy extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config
Package org.jgap.distr.grid.common

Class org.jgap.distr.grid.common.BasicContext extends java.lang.Object implements Serializable

Serialized Fields

m_appId

java.lang.String m_appId

m_contextId

java.lang.Object m_contextId

Class org.jgap.distr.grid.common.NoWorkResultsFoundException extends java.lang.Exception implements Serializable

Class org.jgap.distr.grid.common.WorkRequestsSendException extends java.lang.Exception implements Serializable

Serialized Fields

m_workRequests

JGAPRequestGP[] m_workRequests

Class org.jgap.distr.grid.common.WorkResultNotFoundException extends java.lang.Exception implements Serializable

Package org.jgap.distr.grid.gp

Class org.jgap.distr.grid.gp.DefaultEvolveStrategyGP extends java.lang.Object implements Serializable

Class org.jgap.distr.grid.gp.GridConfigurationGPBase extends java.lang.Object implements Serializable

Serialized Fields

m_clientFeedback

IClientFeedbackGP m_clientFeedback

m_splitStrategy

IRequestSplitStrategyGP m_splitStrategy

m_config

GPConfiguration m_config

m_context

BasicContext m_context

m_clientEvolveStrategy

IClientEvolveStrategyGP m_clientEvolveStrategy

m_workerEvolveStrategy

IWorkerEvolveStrategyGP m_workerEvolveStrategy

m_workerReturnStrategy

IWorkerReturnStrategyGP m_workerReturnStrategy

m_genotypeInitializer

IGenotypeInitializerGP m_genotypeInitializer

m_packageName

java.lang.String m_packageName

m_types

java.lang.Class<T>[] m_types

m_argTypes

java.lang.Class<T>[][] m_argTypes

m_nodeSets

CommandGene[][] m_nodeSets

m_minDepths

int[] m_minDepths

m_maxDepths

int[] m_maxDepths

m_maxNodes

int m_maxNodes

m_minFitnessToStore

double m_minFitnessToStore

Class org.jgap.distr.grid.gp.NullClientFeedbackGP extends java.lang.Object implements Serializable

Package org.jgap.distr.grid.request

Class org.jgap.distr.grid.request.Status extends java.lang.Object implements Serializable

Serialized Fields

code

int code

description

java.lang.String description

buffer

byte[] buffer

Class org.jgap.distr.grid.request.VersionInfo extends java.lang.Object implements Serializable

Serialized Fields

currentVersion

java.lang.String currentVersion

filenameOfLib

java.lang.String filenameOfLib

libName

java.lang.String libName
Package org.jgap.eval

Class org.jgap.eval.PopulationHistory extends java.lang.Object implements Serializable

Serialized Fields

m_populations

java.util.List<E> m_populations

m_maxSize

int m_maxSize

Class org.jgap.eval.PopulationHistoryIndexed extends java.lang.Object implements Serializable

Serialized Fields

m_evolutions

java.util.Map<K,V> m_evolutions
Package org.jgap.event

Class org.jgap.event.EventManager extends java.lang.Object implements Serializable

Serialized Fields

m_listeners

java.util.HashMap<K,V> m_listeners
References a Map of subscribed event listeners. Each key is an event name, and each value is a List of listeners subscribed to that event.

Class org.jgap.event.GeneticEvent extends java.util.EventObject implements Serializable

Serialized Fields

m_value

java.lang.Object m_value
Multi-purpose value object

m_eventName

java.lang.String m_eventName
References the name of this event instance.

Package org.jgap.gp

Class org.jgap.gp.BaseGPChromosome extends java.lang.Object implements Serializable

Serialized Fields

m_configuration

GPConfiguration m_configuration
The configuration object to use.

m_ind

IGPProgram m_ind
The individual the chromosome belongs to.

Class org.jgap.gp.CommandDynamicArity extends CommandGene implements Serializable

Class org.jgap.gp.CommandGene extends java.lang.Object implements Serializable

Serialized Fields

m_configuration

GPConfiguration m_configuration

m_noValidation

boolean m_noValidation
Should isValid() be called? True = no!

m_returnType

java.lang.Class<T> m_returnType
The return type of this node.

m_arity

int m_arity
The arity of this node. Arity is the number of children of the node. An arity if zero means: there are no children. A terminal has an arity of zero.

m_arityMin

int m_arityMin

m_arityMax

int m_arityMax

m_integerType

boolean m_integerType

m_floatType

boolean m_floatType

m_energy

double m_energy
Energy of a gene, see RFE 1102206

m_applicationData

java.lang.Object m_applicationData
Application-specific data that is attached to the Gene. This data may assist the application in labelling this Gene. JGAP ignores the data, aside from allowing it to be set and retrieved and considering it in clone and compareTo.

Since:
3.0

m_compareAppData

boolean m_compareAppData
Method compareTo and equals: Should we also consider the application data when comparing? Default is "false" as "true" means a Gene's losing its identity when application data is set differently!

Since:
3.0

m_subReturnType

int m_subReturnType

m_subChildTypes

int[] m_subChildTypes

nodeIndex

int nodeIndex

Class org.jgap.gp.CrossMethod extends java.lang.Object implements Serializable

Serialized Fields

m_configuration

GPConfiguration m_configuration

Class org.jgap.gp.GPFitnessFunction extends java.lang.Object implements Serializable

Serialized Fields

m_lastComputedFitnessValue

double m_lastComputedFitnessValue
The fitness value computed during the previous run

Class org.jgap.gp.GPProgramBase extends java.lang.Object implements Serializable

Serialized Fields

m_fitnessValue

double m_fitnessValue

m_conf

GPConfiguration m_conf

m_types

java.lang.Class<T>[] m_types
Return type per chromosome.

m_argTypes

java.lang.Class<T>[][] m_argTypes
Argument types for ADF's

m_nodeSets

CommandGene[][] m_nodeSets
Available GP-functions.

m_minDepths

int[] m_minDepths
Minimum depth per each chromosome

m_maxDepths

int[] m_maxDepths
Maximum depth per each chromosome

m_maxNodes

int m_maxNodes
Maximum number of nodes allowed per chromosome (when exceeded program aborts)

m_applicationData

java.lang.Object m_applicationData
Free to use data object.

Class org.jgap.gp.MathCommand extends CommandGene implements Serializable

Package org.jgap.gp.function

Class org.jgap.gp.function.Abs extends MathCommand implements Serializable

Class org.jgap.gp.function.Add extends MathCommand implements Serializable

Class org.jgap.gp.function.Add3 extends MathCommand implements Serializable

Class org.jgap.gp.function.Add4 extends MathCommand implements Serializable

Class org.jgap.gp.function.AddAndStore extends MathCommand implements Serializable

Serialized Fields

m_storageName

java.lang.String m_storageName
Symbolic name of the storage. Must correspond with a chosen name for ReadTerminalCommand.

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.AddAndStoreTerminal extends CommandGene implements Serializable

Serialized Fields

m_storageName

java.lang.String m_storageName
Symbolic name of the storage. Must correspond with a chosen name for ReadTerminalCommand.

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.ADF extends CommandGene implements Serializable

Serialized Fields

m_chromosomeNum

int m_chromosomeNum

Class org.jgap.gp.function.And extends MathCommand implements Serializable

Class org.jgap.gp.function.ArcCosine extends MathCommand implements Serializable

Class org.jgap.gp.function.ArcSine extends MathCommand implements Serializable

Class org.jgap.gp.function.ArcTangent extends MathCommand implements Serializable

Class org.jgap.gp.function.Ceil extends MathCommand implements Serializable

Class org.jgap.gp.function.CharacterProvider extends CommandGene implements Serializable

Serialized Fields

m_alphabet

java.lang.String m_alphabet
Alphabet of valid characters.

Class org.jgap.gp.function.Cosine extends MathCommand implements Serializable

Class org.jgap.gp.function.CountMatrix extends CommandGene implements Serializable

Serialized Fields

m_matrixName

java.lang.String m_matrixName
Symbolic name of the matrix. Must correspond with a chosen name for ReadFromMatrix.

m_countType

CountMatrix.CountType m_countType

m_countMode

CountMatrix.CountMode m_countMode

m_emptyCharacter

char m_emptyCharacter

m_specificCharacter

char m_specificCharacter

Class org.jgap.gp.function.Divide extends MathCommand implements Serializable

Class org.jgap.gp.function.Equals extends MathCommand implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.ExchangeMemory extends CommandGene implements Serializable

Serialized Fields

m_sourceStorageName

java.lang.String m_sourceStorageName
Symbolic name of the storage. Must correspond with a chosen name for ReadTerminalCommand.

m_targetStorageName

java.lang.String m_targetStorageName

Class org.jgap.gp.function.Exp extends MathCommand implements Serializable

Class org.jgap.gp.function.Floor extends MathCommand implements Serializable

Class org.jgap.gp.function.ForLoop extends CommandGene implements Serializable

Serialized Fields

m_typeVar

java.lang.Class<T> m_typeVar

m_startIndex

int m_startIndex

m_endIndex

int m_endIndex

m_increment

int m_increment

m_maxLoop

int m_maxLoop

m_memory_name_int

java.lang.String m_memory_name_int

m_varName

java.lang.String m_varName

Class org.jgap.gp.function.ForXLoop extends CommandGene implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.GreaterThan extends MathCommand implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.If extends CommandGene implements Serializable

Serialized Fields

m_childType

java.lang.Class<T> m_childType

Class org.jgap.gp.function.IfDyn extends CommandDynamicArity implements Serializable

Class org.jgap.gp.function.IfElse extends CommandGene implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.Increment extends MathCommand implements Serializable

Serialized Fields

m_increment

int m_increment

Class org.jgap.gp.function.IncrementMemory extends MathCommand implements Serializable

Serialized Fields

m_increment

int m_increment

m_memoryName

java.lang.String m_memoryName

m_initialValue

int m_initialValue

Class org.jgap.gp.function.LesserThan extends MathCommand implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.Log extends MathCommand implements Serializable

Class org.jgap.gp.function.Loop extends CommandGene implements Serializable

Serialized Fields

m_typeVar

java.lang.Class<T> m_typeVar

m_count

int m_count

Class org.jgap.gp.function.Max extends MathCommand implements Serializable

Class org.jgap.gp.function.Mean extends CommandDynamicArity implements Serializable

Class org.jgap.gp.function.Min extends MathCommand implements Serializable

Class org.jgap.gp.function.Modulo extends MathCommand implements Serializable

Class org.jgap.gp.function.Multiply extends MathCommand implements Serializable

Class org.jgap.gp.function.Multiply3 extends MathCommand implements Serializable

Class org.jgap.gp.function.Not extends MathCommand implements Serializable

Class org.jgap.gp.function.Or extends MathCommand implements Serializable

Class org.jgap.gp.function.Pop extends MathCommand implements Serializable

Class org.jgap.gp.function.Pow extends MathCommand implements Serializable

Class org.jgap.gp.function.Push extends CommandGene implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.RandomGenerator extends MathCommand implements Serializable

Class org.jgap.gp.function.ReadFromMatrix extends CommandGene implements Serializable

Serialized Fields

m_matrixName

java.lang.String m_matrixName
Symbolic name of the matrix. Must correspond with a chosen name for ReadFromMatrix.

Class org.jgap.gp.function.ReadTerminal extends CommandGene implements Serializable

Serialized Fields

m_storageName

java.lang.String m_storageName
Symbolic name of the storage. Must correspond with a chosen name for an other command working with memory (otherwise it would make no sense).

Class org.jgap.gp.function.ReadTerminalIndexed extends CommandGene implements Serializable

Serialized Fields

m_index

int m_index
Index of the memory cell to read.

Class org.jgap.gp.function.ReplaceInMatrix extends CommandGene implements Serializable

Serialized Fields

m_matrixName

java.lang.String m_matrixName
Symbolic name of the matrix. Must correspond with a chosen name for ReadFromMatrix.

m_targetCharacters

java.lang.String m_targetCharacters

m_replacement

char m_replacement

m_mode

ReplaceInMatrix.ReplacementMode m_mode

Class org.jgap.gp.function.ResetMatrix extends CommandGene implements Serializable

Serialized Fields

m_matrixName

java.lang.String m_matrixName
Symbolic name of the matrix. Must correspond with a chosen name for ReadFromMatrix.

m_filler

char m_filler

Class org.jgap.gp.function.Round extends MathCommand implements Serializable

Class org.jgap.gp.function.Sine extends MathCommand implements Serializable

Class org.jgap.gp.function.StoreTerminal extends CommandGene implements Serializable

Serialized Fields

m_storageName

java.lang.String m_storageName
Symbolic name of the storage. Must correspond with a chosen name for ReadTerminalCommand.

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.StoreTerminalIndexed extends CommandGene implements Serializable

Serialized Fields

m_index

int m_index

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.SubProgram extends CommandGene implements Serializable

Serialized Fields

m_subtrees

int m_subtrees
Number of subprograms. Redundant, because equal to m_types.length.

m_minArity

int m_minArity
Minimum arity allowed during mutation of arity.

m_maxArity

int m_maxArity
Maximum arity allowed during mutation of arity.

m_types

java.lang.Class<T>[] m_types
Return types of the subprograms to excecute.

m_mutateable

boolean m_mutateable

m_mode

int m_mode

Class org.jgap.gp.function.Subtract extends MathCommand implements Serializable

Class org.jgap.gp.function.Switch extends MathCommand implements Serializable

Serialized Fields

m_type

java.lang.Class<T> m_type

Class org.jgap.gp.function.Tangent extends MathCommand implements Serializable

Class org.jgap.gp.function.TransferMemory extends CommandGene implements Serializable

Serialized Fields

m_sourceStorageName

java.lang.String m_sourceStorageName
Symbolic name of the storage. Must correspond with a chosen name for ReadTerminalCommand.

m_targetStorageName

java.lang.String m_targetStorageName

Class org.jgap.gp.function.Tupel extends CommandGene implements Serializable

Serialized Fields

m_types

java.lang.Class<T>[] m_types

m_values

java.lang.Object[] m_values

Class org.jgap.gp.function.WriteToMatrix extends CommandGene implements Serializable

Serialized Fields

m_matrixName

java.lang.String m_matrixName
Symbolic name of the matrix. Must correspond with a chosen name for ReadFromMatrix.

Class org.jgap.gp.function.Xor extends MathCommand implements Serializable

Package org.jgap.gp.impl

Class org.jgap.gp.impl.BranchTypingCross extends CrossMethod implements Serializable

Serialized Fields

m_simpleChromosomeSelection

boolean m_simpleChromosomeSelection

Class org.jgap.gp.impl.DefaultGPFitnessEvaluator extends java.lang.Object implements Serializable

Class org.jgap.gp.impl.DeltaGPFitnessEvaluator extends java.lang.Object implements Serializable

Class org.jgap.gp.impl.FitnessProportionateSelection extends java.lang.Object implements Serializable

Class org.jgap.gp.impl.GPConfiguration extends Configuration implements Serializable

Serialization Methods

readObject

private void readObject(java.io.ObjectInputStream a_inputStream)
                 throws java.io.IOException,
                        java.lang.ClassNotFoundException
When deserializing, do specific initializations.

Throws:
java.io.IOException
java.lang.ClassNotFoundException
Since:
3.2
Serialized Fields

m_objectiveFunction

GPFitnessFunction m_objectiveFunction
References the current fitness function that will be used to evaluate chromosomes during the natural selection process.

m_stack

java.util.Stack<E> m_stack
Internal stack, see PushCommand for example.

m_crossoverProb

double m_crossoverProb
The probability that a crossover operation is chosen during evolution. Must be between 0.0d and 1.0d, inclusive.

m_reproductionProb

double m_reproductionProb
The probability that a reproduction operation is chosen during evolution. Must be between 0.0d and 1.0d. crossoverProb + reproductionProb must equal 1.0d.

m_mutationProb

double m_mutationProb
The probability that a node is mutated during growing a program.

m_dynArityProb

double m_dynArityProb
The probability that the arity of a node is changed during growing a program.

m_newChromsPercent

double m_newChromsPercent
Percentage of the population that will be filled with new individuals during evolution. Must be between 0.0d and 1.0d.

m_functionProb

double m_functionProb
In crossover: If random number (0..1) < this value, then choose a function otherwise a terminal.

m_maxCrossoverDepth

int m_maxCrossoverDepth
The maximum depth of an individual resulting from crossover.

m_maxInitDepth

int m_maxInitDepth
The maximum depth of an individual when the world is created.

m_minInitDepth

int m_minInitDepth
The minimum depth of an individual when the world is created.

m_selectionMethod

INaturalGPSelector m_selectionMethod
The method of choosing an individual to perform an evolution operation on.

m_crossMethod

CrossMethod m_crossMethod
The method of crossing over two individuals during evolution.

m_strictProgramCreation

boolean m_strictProgramCreation
True: Set of available functions must contain any "type of function" that may be needed during construction of a new program. A "type of function" is, for instance, a terminal with return type CommandGene.IntegerClass.

m_programCreationMaxTries

int m_programCreationMaxTries
If m_strictProgramCreation is false: Maximum number of tries to construct a valid program.

m_fitnessEvaluator

IGPFitnessEvaluator m_fitnessEvaluator
The fitness evaluator. See interface IGPFitnessEvaluator for details.

m_nodeValidator

INodeValidator m_nodeValidator

m_singleNodeValidator

ISingleNodeValidator m_singleNodeValidator

m_prototypeProgram

IGPProgram m_prototypeProgram
Prototype of a valid program. May be cloned if needed (do not reference it!).

Since:
3.2

m_useProgramCache

boolean m_useProgramCache

m_variables

java.util.Map<K,V> m_variables

m_initStrategy

IGPInitStrategy m_initStrategy
For initializing GP programs before random creation.

Since:
2.6

m_verify

boolean m_verify
TRUE: Activate methods checkErroneousPop and checkErroneousProg in class GPGenotype.

m_noCommandGeneCloning

boolean m_noCommandGeneCloning
TRUE: Do not clone command genes when creating a new GP program in ProgramChromosome.

Since:
3.4.3

Class org.jgap.gp.impl.GPGenotype extends java.lang.Object implements Serializable

Serialized Fields

m_population

GPPopulation m_population
The array of GPProgram's that make-up this GPGenotype's population

m_configuration

GPConfiguration m_configuration
The current configuration instance

m_bestFitness

double m_bestFitness
Fitness value of the best solution

m_totalFitness

double m_totalFitness
Sum of fitness values over all chromosomes

m_allTimeBest

IGPProgram m_allTimeBest
Best solution found

m_allTimeBestFitness

double m_allTimeBestFitness

m_fullModeAllowed

boolean[] m_fullModeAllowed
Is full mode with program construction allowed?

m_types

java.lang.Class<T>[] m_types
Return type per chromosome

m_argTypes

java.lang.Class<T>[][] m_argTypes
Argument types for ADF's

m_nodeSets

CommandGene[][] m_nodeSets
Available GP-functions.

m_minDepths

int[] m_minDepths
Minimum depth per each chromosome

m_maxDepths

int[] m_maxDepths
Maximum depth per each chromosome

m_maxNodes

int m_maxNodes
Maximum number of nodes allowed per chromosome (when exceeded program aborts)

m_verbose

boolean m_verbose
True: Output status information to console

m_variables

java.util.Map<K,V> m_variables

m_fittestToAdd

IGPProgram m_fittestToAdd

m_cloneWarningGPProgramShown

boolean m_cloneWarningGPProgramShown

Class org.jgap.gp.impl.GPPopulation extends java.lang.Object implements Serializable

Serialized Fields

m_programs

IGPProgram[] m_programs
The array of GPProgram's that make-up the Genotype's population.

m_fitnessRank

float[] m_fitnessRank

m_popSize

int m_popSize

m_config

GPConfiguration m_config

m_changed

boolean m_changed
Indicates whether at least one of the programs has been changed (deleted, added, modified).

m_sorted

boolean m_sorted
Indicates that the list of GPPrograms has been sorted.

m_fittestToAdd

IGPProgram m_fittestToAdd

Class org.jgap.gp.impl.GPProgram extends GPProgramBase implements Serializable

Serialized Fields

m_chromosomes

ProgramChromosome[] m_chromosomes
Holds the chromosomes contained in this program.

Class org.jgap.gp.impl.ProgramChromosome extends BaseGPChromosome implements Serializable

Serialized Fields

m_functionSet

CommandGene[] m_functionSet
The list of allowed functions/terminals.

m_depth

int[] m_depth
Array to hold the depths of each node.

argTypes

java.lang.Class<T>[] argTypes
Array to hold the types of the arguments to this Chromosome.

m_genes

CommandGene[] m_genes
The array of genes contained in this chromosome.

m_applicationData

java.lang.Object m_applicationData
Application-specific data that is attached to this Chromosome. This data may assist the application in evaluating this Chromosome in the fitness function. JGAP does not operate on the data, aside from allowing it to be set and retrieved, and considering it with comparations (if user opted in to do so).

m_compareAppData

boolean m_compareAppData
Method compareTo(): Should we also consider the application data when comparing? Default is "false" as "true" means a Chromosome's losing its identity when application data is set differently!

Since:
3.0

m_possibleNodes

java.util.Map<K,V> m_possibleNodes

Class org.jgap.gp.impl.TournamentSelector extends java.lang.Object implements Serializable

Serialized Fields

m_tournament_size

int m_tournament_size
Package org.jgap.gp.terminal

Class org.jgap.gp.terminal.Argument extends CommandGene implements Serializable

Serialized Fields

m_index

int m_index

Class org.jgap.gp.terminal.Constant extends MathCommand implements Serializable

Serialized Fields

m_value

java.lang.Object m_value

Class org.jgap.gp.terminal.False extends MathCommand implements Serializable

Class org.jgap.gp.terminal.NOP extends MathCommand implements Serializable

Class org.jgap.gp.terminal.Terminal extends CommandGene implements Serializable

Serialized Fields

m_value_float

float m_value_float

m_value_double

double m_value_double

m_value_int

int m_value_int

m_value_long

long m_value_long

m_lowerBounds

double m_lowerBounds

m_upperBounds

double m_upperBounds

m_wholeNumbers

boolean m_wholeNumbers

Class org.jgap.gp.terminal.True extends MathCommand implements Serializable

Class org.jgap.gp.terminal.Variable extends CommandGene implements Serializable

Serialized Fields

m_name

java.lang.String m_name
Unique name of the variable.

m_value

java.lang.Object m_value
Current value of the variable.

Package org.jgap.gui

Class org.jgap.gui.ConfigFrame extends javax.swing.JFrame implements Serializable

Serialized Fields

m_conHandler

java.lang.Object m_conHandler

m_isRoot

boolean m_isRoot

m_panels

java.util.List<E> m_panels

m_listProps

java.util.List<E> m_listProps

m_textProps

java.util.List<E> m_textProps

m_listGroups

java.util.List<E> m_listGroups

m_textGroups

java.util.List<E> m_textGroups

m_listPanel

javax.swing.JPanel m_listPanel

m_textPanel

javax.swing.JPanel m_textPanel

m_configPanel

javax.swing.JPanel m_configPanel

m_configButton

javax.swing.JButton m_configButton

m_cbl

org.jgap.gui.ConfigFrame.ConfigButtonListener m_cbl

m_fileName

javax.swing.JTextField m_fileName

m_configureButton

javax.swing.JButton m_configureButton

m_configItem

javax.swing.JTextField m_configItem

m_conObj

Configurable m_conObj

m_parent

ConfigFrame m_parent
Package org.jgap.impl

Class org.jgap.impl.AveragingCrossoverOperator extends BaseGeneticOperator implements Serializable

Serialized Fields

m_crossoverGenerator

RandomGenerator m_crossoverGenerator
Random generator for randomizing the loci for crossing over

m_crossoverRate

int m_crossoverRate
The current crossover rate used by this crossover operator.

m_loci

java.util.Map<K,V> m_loci
Cache for alreadycrandomized loci for crossing over

m_crossoverRateCalc

IUniversalRateCalculator m_crossoverRateCalc
Calculator for dynamically determining the crossover rate. If set to null the value of m_crossoverRate will be used instead.

Class org.jgap.impl.BestChromosomesSelector extends NaturalSelectorExt implements Serializable

Serialized Fields

m_chromosomes

Population m_chromosomes
Stores the chromosomes to be taken into account for selection

m_needsSorting

boolean m_needsSorting
Indicated whether the list of added chromosomes needs sorting

m_fitnessValueComparator

java.util.Comparator<T> m_fitnessValueComparator
Comparator that is concerned about both age and fitness values

m_config

org.jgap.impl.BestChromosomesSelector.BestChromosomesSelectorConfig m_config

Class org.jgap.impl.BooleanGene extends BaseGene implements Serializable

Serialized Fields

m_value

java.lang.Boolean m_value
References the internal boolean value of this Gene.

Class org.jgap.impl.BulkFitnessOffsetRemover extends BulkFitnessFunction implements Serializable

Serialized Fields

m_ff

FitnessFunction m_ff

m_previousOffset

double m_previousOffset

The last generations offset. This has to be stored because Chromosomes that were put into the new generation's candidate list already have the fitness value without offset from their previous evaluation.

We try to avoid evaluations of the fitness function as it might be expensive, so we reuse fitness values. If a Chromosome already has a fitness value >0 this previousOffset is added to it's fitness to allow comparing this Chromosome's fitness with newly evaluated Chromosomes (which still have the offset from the evaluation).

Class org.jgap.impl.CauchyRandomGenerator extends java.lang.Object implements Serializable

Serialization Methods

readObject

private void readObject(java.io.ObjectInputStream a_inputStream)
                 throws java.io.IOException,
                        java.lang.ClassNotFoundException
When deserializing, initialize the seed because otherwise we could get duplicate evolution results when doing distributed computing!

Throws:
java.io.IOException
java.lang.ClassNotFoundException
Since:
3.01
Serialized Fields

m_scale

double m_scale

m_location

double m_location

m_rn

java.util.Random m_rn

Class org.jgap.impl.ChainOfSelectors extends java.lang.Object implements Serializable

Serialized Fields

m_selectors

java.util.List<E> m_selectors
Ordered list holding the NaturalSelector's. Intentionally used as a decorator and not via inheritance!

m_conf

Configuration m_conf

Class org.jgap.impl.CompositeGene extends BaseGene implements Serializable

Serialized Fields

m_geneTypeAllowed

Gene m_geneTypeAllowed

m_genes

java.util.List<E> m_genes
The genes contained in this CompositeGene

Since:
1.1

Class org.jgap.impl.CrossoverOperator extends BaseGeneticOperator implements Serializable

Serialized Fields

m_crossoverRate

int m_crossoverRate
The current crossover rate used by this crossover operator (mutual exclusive to m_crossoverRatePercent and m_crossoverRateCalc).

m_crossoverRatePercent

double m_crossoverRatePercent
Crossover rate in percentage of population size (mutual exclusive to m_crossoverRate and m_crossoverRateCalc).

m_crossoverRateCalc

IUniversalRateCalculator m_crossoverRateCalc
Calculator for dynamically determining the crossover rate (mutual exclusive to m_crossoverRate and m_crossoverRatePercent)

m_allowFullCrossOver

boolean m_allowFullCrossOver
true: x-over before and after a randomly chosen x-over point false: only x-over after the chosen point.

m_xoverNewAge

boolean m_xoverNewAge
true: also x-over chromosomes with age of zero (newly created chromosomes)

Class org.jgap.impl.DefaultCloneHandler extends java.lang.Object implements Serializable

Class org.jgap.impl.DefaultCompareToHandler extends java.lang.Object implements Serializable

Class org.jgap.impl.DefaultConfiguration extends Configuration implements Serializable

Class org.jgap.impl.DefaultCrossoverRateCalculator extends BaseRateCalculator implements Serializable

Class org.jgap.impl.DefaultInitializer extends java.lang.Object implements Serializable

Class org.jgap.impl.DefaultMutationRateCalculator extends BaseRateCalculator implements Serializable

Class org.jgap.impl.DoubleGene extends NumberGene implements Serializable

Serialized Fields

m_upperBound

double m_upperBound
The upper bounds of values represented by this Gene. If not explicitly provided by the user, this should be set to Double.MAX_VALUE.

m_lowerBound

double m_lowerBound
The lower bounds of values represented by this Gene. If not explicitly provided by the user, this should be set to Double.MIN_VALUE

Class org.jgap.impl.FixedBinaryGene extends BaseGene implements Serializable

Serialized Fields

m_length

int m_length

m_value

int[] m_value

Class org.jgap.impl.GABreeder extends BreederBase implements Serializable

Serialized Fields

m_allChromosomesSoFar

java.util.List<E> m_allChromosomesSoFar

Class org.jgap.impl.GaussianMutationOperator extends BaseGeneticOperator implements Serializable

Serialized Fields

m_deviation

double m_deviation

m_rg

RandomGenerator m_rg

Class org.jgap.impl.GaussianRandomGenerator extends java.lang.Object implements Serializable

Serialization Methods

readObject

private void readObject(java.io.ObjectInputStream a_inputStream)
                 throws java.io.IOException,
                        java.lang.ClassNotFoundException
When deserializing, initialize the seed because otherwise we could get duplicate evolution results when doing distributed computing!

Throws:
java.io.IOException
java.lang.ClassNotFoundException
Since:
3.01
Serialized Fields

m_rn

java.util.Random m_rn

m_standardDeviation

double m_standardDeviation
Standard deviation of the gaussian deviation

Class org.jgap.impl.GreedyCrossover extends BaseGeneticOperator implements Serializable

Serialized Fields

ASSERTIONS

boolean ASSERTIONS
Switches assertions on/off. Must be true during tests and debugging.

m_startOffset

int m_startOffset

Class org.jgap.impl.IntegerGene extends NumberGene implements Serializable

Serialized Fields

m_upperBounds

int m_upperBounds
The upper bounds of values represented by this Gene. If not explicitly provided by the user, this should be set to Integer.MAX_VALUE.

m_lowerBounds

int m_lowerBounds
The lower bounds of values represented by this Gene. If not explicitly provided by the user, this should be set to Integer.MIN_VALUE

Class org.jgap.impl.InversionOperator extends BaseGeneticOperator implements Serializable

Class org.jgap.impl.JGAPFactory extends java.lang.Object implements Serializable

Serialized Fields

m_parameters

java.util.List<E> m_parameters

m_cloneHandlers

java.util.List<E> m_cloneHandlers

m_initer

java.util.List<E> m_initer

m_compareHandlers

java.util.List<E> m_compareHandlers

m_defaultCloneHandler

ICloneHandler m_defaultCloneHandler

m_defaultIniter

IInitializer m_defaultIniter

m_defaultComparer

ICompareToHandler m_defaultComparer

m_geneticOpConstraint

IGeneticOperatorConstraint m_geneticOpConstraint

m_useCaching

boolean m_useCaching

m_lastKeys

java.util.Map<K,V> m_lastKeys

Class org.jgap.impl.MapGene extends BaseGene implements Serializable

Serialized Fields

m_geneMap

THashMap m_geneMap
Container for valid alleles

m_value

java.lang.Object m_value
Represents the constant range of values supported by integers.

Class org.jgap.impl.MutationOperator extends BaseGeneticOperator implements Serializable

Serialized Fields

m_mutationRateCalc

IUniversalRateCalculator m_mutationRateCalc
Calculator for dynamically determining the mutation rate. If set to null the value of m_mutationRate will be used. Replaces the previously used boolean m_dynamicMutationRate.

m_config

org.jgap.impl.MutationOperator.MutationOperatorConfigurable m_config

Class org.jgap.impl.MutipleIntegerGene extends NumberGene implements Serializable

Serialized Fields

m_upperBounds

int m_upperBounds
The upper bounds of values represented by this Gene. If not explicitly provided by the user, this should be set to Integer.MAX_VALUE.

m_lowerBounds

int m_lowerBounds
The lower bounds of values represented by this Gene. If not explicitly provided by the user, this should be set to Integer.MIN_VALUE

m_significance

int m_significance
The lower bounds of values represented by this Gene. If not explicitly provided by the user, this should be set to Integer.MIN_VALUE

Class org.jgap.impl.NumberGene extends BaseGene implements Serializable

Serialized Fields

m_value

java.lang.Object m_value
References the internal value (allele) of this Gene E.g., for DoubleGene this is of type Double

Class org.jgap.impl.RangedSwappingMutationOperator extends MutationOperator implements Serializable

Serialized Fields

m_startOffset

int m_startOffset

m_range

int m_range

Class org.jgap.impl.SeededRandomGenerator extends java.util.Random implements Serializable

Serialization Methods

readObject

private void readObject(java.io.ObjectInputStream a_inputStream)
                 throws java.io.IOException,
                        java.lang.ClassNotFoundException
When deserializing, initialize the seed. This could get duplicate evolution results when doing distributed computing! Please use StockRandomGenerator for that purposes.

Throws:
java.io.IOException
java.lang.ClassNotFoundException
Since:
3.7
Serialized Fields

seed

long seed

Class org.jgap.impl.SetGene extends BaseGene implements Serializable

Serialized Fields

m_geneSet

THashSet m_geneSet

m_value

java.lang.Object m_value

Class org.jgap.impl.StandardPostSelector extends NaturalSelector implements Serializable

Serialized Fields

m_chromosomes

Population m_chromosomes
Stores the chromosomes to be taken into account for selection

m_needsSorting

boolean m_needsSorting
Indicated whether the list of added chromosomes needs sorting

m_fitnessValueComparator

NaturalSelector.FitnessValueComparator m_fitnessValueComparator
Comparator that is only concerned about fitness values

Class org.jgap.impl.StockRandomGenerator extends java.util.Random implements Serializable

Serialization Methods

readObject

private void readObject(java.io.ObjectInputStream a_inputStream)
                 throws java.io.IOException,
                        java.lang.ClassNotFoundException
When deserializing, initialize the seed because otherwise we could get duplicate evolution results when doing distributed computing!

Throws:
java.io.IOException
java.lang.ClassNotFoundException
Since:
3.01

Class org.jgap.impl.StringGene extends BaseGene implements Serializable

Serialized Fields

m_minLength

int m_minLength

m_maxLength

int m_maxLength

m_alphabet

java.lang.String m_alphabet

m_value

java.lang.String m_value
References the internal String value (allele) of this Gene.

Class org.jgap.impl.SwappingMutationOperator extends MutationOperator implements Serializable

Serialized Fields

m_startOffset

int m_startOffset

Class org.jgap.impl.ThresholdSelector extends NaturalSelectorExt implements Serializable

Serialized Fields

m_chromosomes

java.util.List<E> m_chromosomes
Stores the chromosomes to be taken into account for selection

m_needsSorting

boolean m_needsSorting
Indicated whether the list of added chromosomes needs sorting

m_fitnessValueComparator

org.jgap.impl.ThresholdSelector.FitnessValueComparator m_fitnessValueComparator
Comparator that is only concerned about fitness values

m_config

org.jgap.impl.ThresholdSelector.ThresholdSelectorConfigurable m_config

Class org.jgap.impl.TournamentSelector extends NaturalSelectorExt implements Serializable

Serialized Fields

m_config

org.jgap.impl.TournamentSelector.TournamentSelectorConfigurable m_config

m_chromosomes

java.util.List<E> m_chromosomes

m_fitnessValueComparator

org.jgap.impl.TournamentSelector.FitnessValueComparator m_fitnessValueComparator
Comparator that is only concerned about fitness values

Class org.jgap.impl.TwoWayMutationOperator extends BaseGeneticOperator implements Serializable

Serialized Fields

m_mutationRate

int m_mutationRate
The current mutation rate used by this MutationOperator, expressed as the denominator in the 1 / X ratio. For example, X = 1000 would mean that, on average, 1 / 1000 genes would be mutated. A value of zero disables mutation entirely.

m_mutationRateCalc

IUniversalRateCalculator m_mutationRateCalc
Calculator for dynamically determining the mutation rate. If set to null the value of m_mutationRate will be used. Replaces the previously used boolean m_dynamicMutationRate.

Class org.jgap.impl.WeightedRouletteSelector extends NaturalSelectorExt implements Serializable

Serialized Fields

m_wheel

THashMap m_wheel
Represents the "roulette wheel." Each key in the Map is a Chromosome and each value is an instance of the SlotCounter inner class, which keeps track of how many slots on the wheel each Chromosome is occupying.

m_totalNumberOfUsedSlots

double m_totalNumberOfUsedSlots
Keeps track of the total number of slots that are in use on the roulette wheel. This is equal to the combined fitness values of all Chromosome instances that have been added to this wheel.

m_config

org.jgap.impl.WeightedRouletteSelector.WeightedRouletteSelConfig m_config
Package org.jgap.impl.fitness

Class org.jgap.impl.fitness.RosenbrocksBulkNegativeFunction extends BulkFitnessFunction implements Serializable

Serialized Fields

config1

Configuration config1

allChromosomesSoFar

java.util.List<E> allChromosomesSoFar

numOfDublicates

int numOfDublicates

numOfUniques

int numOfUniques

Class org.jgap.impl.fitness.TruthTableFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_truthTable

java.util.Map<K,V> m_truthTable

m_conf

Configuration m_conf
Package org.jgap.impl.job

Class org.jgap.impl.job.EvolveData extends JobData implements Serializable

Serialized Fields

m_pop

Population m_pop

m_breeder

IBreeder m_breeder

Class org.jgap.impl.job.EvolveJob extends JobBase implements Serializable

Class org.jgap.impl.job.EvolveResult extends JobResult implements Serializable

Serialized Fields

m_pop

Population m_pop

Class org.jgap.impl.job.JobBase extends java.lang.Object implements Serializable

Serialized Fields

m_data

JobData m_data

m_finished

boolean m_finished

m_result

JobResult m_result

Class org.jgap.impl.job.JobData extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

Class org.jgap.impl.job.JobResult extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

Class org.jgap.impl.job.MaxFunction extends FitnessFunction implements Serializable

Package org.jgap.impl.salesman

Class org.jgap.impl.salesman.Salesman extends java.lang.Object implements Serializable

Serialized Fields

m_config

Configuration m_config

m_maxEvolution

int m_maxEvolution

m_populationSize

int m_populationSize

m_startOffset

int m_startOffset

Class org.jgap.impl.salesman.SalesmanFitnessFunction extends FitnessFunction implements Serializable

Serialized Fields

m_salesman

Salesman m_salesman
Package org.jgap.supergenes

Class org.jgap.supergenes.AbstractSupergene extends BaseGene implements Serializable

Serialized Fields

m_genes

Gene[] m_genes
Holds the genes of this supergene.

m_validator

SupergeneValidator m_validator
A validator (initially set to this

Package org.jgap.util

Class org.jgap.util.CloneException extends java.lang.RuntimeException implements Serializable

Class org.jgap.util.LRUCache extends java.util.LinkedHashMap implements Serializable

Serialized Fields

m_maxEntries

int m_maxEntries
Package org.jgap.xml

Class org.jgap.xml.GeneCreationException extends java.lang.Exception implements Serializable

Class org.jgap.xml.ImproperXMLException extends java.lang.Exception implements Serializable

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