#include <GarpAlgorithm.h>

Inheritance diagram for GarpAlgorithm:

Collaboration diagram for GarpAlgorithm:

Public Member Functions
int	initialize ()

int	iterate ()

int	done () const

float	getProgress () const

Scalar	getValue (const Sample &x) const

int	getConvergence (Scalar *const val) const

int	getGeneration ()

	GarpAlgorithm ()

virtual	~GarpAlgorithm ()

RuleSet *	getBestSet ()

void	getInitialModel (int intSize, EnvCellSet *objTrainSet)

void	updateRuleUsage ()

int	ruleSetSize ()

char *	getParameter2 (char *sParamName)

void	setParameter (char sParamName, char sParamValue)

char *	getSelectedLayersAsString ()

void	setSelectedLayers (char *strParamValue)

Public Member Functions inherited from AlgorithmImpl
	AlgorithmImpl (AlgMetadata const *metadata)

virtual	~AlgorithmImpl ()

void	setParameters (int nparam, AlgParameter const *param)

void	setParameters (const ParamSetType &)

std::string const	getID () const

AlgMetadata const *	getMetadata () const

AlgorithmPtr	getFreshCopy ()

virtual int	supportsModelProjection () const

Model	createModel (const SamplerPtr &samp, CallbackWrapper *func=0)

void	setSampler (const SamplerPtr &samp)

virtual int	finalize ()

virtual int	needNormalization ()

Normalizer *	getNormalizer () const

void	setNormalization (const SamplerPtr &samp) const

void	setNormalization (const EnvironmentPtr &env) const

virtual Model	getModel () const

ConfigurationPtr	getConfiguration () const

void	setConfiguration (const ConstConfigurationPtr &)

Public Member Functions inherited from Configurable
virtual	~Configurable ()

Protected Member Functions
void	_getConfiguration (ConfigurationPtr &) const

void	_setConfiguration (const ConstConfigurationPtr &)

Protected Member Functions inherited from AlgorithmImpl
int	dimDomain ()

int	getParameter (std::string const &name, std::string *value)

int	getParameter (std::string const &name, double *value)

int	getParameter (std::string const &name, float *value)

int	getParameter (std::string const &name, int *value)

Private Member Functions
void	initializeProperties ()

void	DisplayStatus ()

void	colonize (RuleSet objRules, EnvCellSet objTrainSet, int intNewRules)

void	evaluate (RuleSet objRules, EnvCellSet objTrainSet)

int	saveRule (int iIndex)

void	measure ()

double	converge ()

void	select ()

void	mutate ()

void	crossover ()

void	join ()

void	updateHeuOpPerformance (char chrType)

void	generate (EnvCellSet *objTestDataset)

void	saveBestRules (RuleSet toRuleSet, RuleSet fromRuleSet)

void	concatenateRuleSets (RuleSet toRuleSet, RuleSet fromRuleSet)

Private Attributes
RuleSet	objNew

RuleSet	objBest

EnvCellSet *	objTrainSet

long	lVersion

int	Sigflag

int	Postflag

int	Compflag

int	Adjustflag

int	BioclimOnlyFlag

int	LogitOnlyFlag

int	RangeRuleFlag

int	NegatedRuleFlag

int	AtomicRuleFlag

int	LogitRuleFlag

bool	bGeneIsActive [MAX_ENV_LAYERS]

int	iGeneIndex [MAX_ENV_LAYERS]

int	iActiveGenes

int	iCPUTime

int	Resamples

double	Accuracylimit

double	MinUsage

double	Mortality

int	Totalgens

int	Totaltrials

int	Popsize

double	C_rate

double	M_rate

double	J_rate

double	I_rate

double	Gapsize

int	Trials

int	Maxspin

double	Resampling_f

double	Significance

double	Conv_limit

double	Cutval

double	Ave_current_perf

double	Best

double	Best_current_perf

int	Best_guy

int	Conv

bool	Doneflag

int	Experiment

int	Gen

int	Lost

int	Spin

double	Worst

double	Worst_current_perf

int	Heuristic [2][5]

double	Convergence

int	Improvements

int	Resample

float	_maxProgress

Additional Inherited Members
Public Types inherited from AlgorithmImpl
typedef std::map< icstring, std::string >	ParamSetType

Protected Attributes inherited from AlgorithmImpl
SamplerPtr	_samp

Normalizer *	_normalizerPtr

ParamSetType	_param

Detailed Description

Definition at line 33 of file GarpAlgorithm.h.

Constructor & Destructor Documentation

GarpAlgorithm::GarpAlgorithm ( )

Definition at line 195 of file GarpAlgorithm.cpp.

References AlgorithmImpl::_normalizerPtr, initializeProperties(), objTrainSet, and GarpUtil::randomize().

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GarpAlgorithm::~GarpAlgorithm ( )

virtual

Definition at line 212 of file GarpAlgorithm.cpp.

References objTrainSet.

Member Function Documentation

void GarpAlgorithm::_getConfiguration ( ConfigurationPtr & config ) const

protectedvirtual

Reimplemented from AlgorithmImpl.

Definition at line 1313 of file GarpAlgorithm.cpp.

References Rule::dblPerformance, done(), Rule::Gene, RuleSet::get(), iActiveGenes, Rule::intLength, objBest, RuleSet::size(), and Rule::type().

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void GarpAlgorithm::_setConfiguration ( const ConstConfigurationPtr & config )

protectedvirtual

Reimplemented from AlgorithmImpl.

Definition at line 1356 of file GarpAlgorithm.cpp.

References RuleSet::add(), RuleSet::clear(), Doneflag, iActiveGenes, iGeneIndex, objBest, Rule::RestoreRule(), and RuleSet::setDimension().

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void GarpAlgorithm::colonize	(	RuleSet *	objRules,
		EnvCellSet *	objTrainSet,
		int	intNewRules
	)

private

Definition at line 828 of file GarpAlgorithm.cpp.

References RuleSet::add(), AtomicRuleFlag, bGeneIsActive, Gen, iActiveGenes, iGeneIndex, Rule::initialize(), Rule::iOrigGen, Rule::lId, LogitRuleFlag, NegatedRuleFlag, and RangeRuleFlag.

Referenced by generate(), and getInitialModel().

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void GarpAlgorithm::concatenateRuleSets	(	RuleSet *	toRuleSet,
		RuleSet *	fromRuleSet
	)

private

Definition at line 1055 of file GarpAlgorithm.cpp.

References RuleSet::add(), Rule::clone(), Rule::copy(), RuleSet::get(), Rule::similar(), RuleSet::size(), and Rule::type().

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double GarpAlgorithm::converge ( )

private

Definition at line 1164 of file GarpAlgorithm.cpp.

References Conv, Convergence, Heuristic, and Improvements.

Referenced by measure().

void GarpAlgorithm::crossover ( )

private

Definition at line 1244 of file GarpAlgorithm.cpp.

References Rule::blnNeedsEvaluation, C_rate, Rule::chrOrigin, Rule::Gene, RuleSet::get(), Rule::intGens, Rule::intLength, objNew, Popsize, and GarpUtil::randint().

Referenced by generate().

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void GarpAlgorithm::DisplayStatus ( )

private

Definition at line 755 of file GarpAlgorithm.cpp.

References Gen, RuleSet::getOveralPerformance(), and objBest.

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int GarpAlgorithm::done ( ) const

virtual

Return != 0 if algorithm finished.

Reimplemented from AlgorithmImpl.

Definition at line 623 of file GarpAlgorithm.cpp.

References Conv_limit, Convergence, Doneflag, Gen, Maxspin, Spin, and Totalgens.

Referenced by _getConfiguration(), generate(), getProgress(), and iterate().

void GarpAlgorithm::evaluate	(	RuleSet *	objRules,
		EnvCellSet *	objTrainSet
	)

private

Definition at line 879 of file GarpAlgorithm.cpp.

References Best, BETTER, Rule::blnNeedsEvaluation, Conv, RuleSet::get(), Rule::intGens, Rule::intTrials, Rule::needsEvaluation(), RuleSet::size(), Spin, Rule::testWithData(), and Trials.

Referenced by generate().

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void GarpAlgorithm::generate ( EnvCellSet * objTestDataset )

private

Definition at line 632 of file GarpAlgorithm.cpp.

References colonize(), Conv, crossover(), RuleSet::discardRules(), done(), Doneflag, evaluate(), Gen, join(), measure(), Mortality, mutate(), objBest, objNew, Popsize, Resample, EnvCellSet::resampleInPlace(), saveRule(), select(), Significance, RuleSet::size(), Spin, and RuleSet::trim().

Referenced by iterate().

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RuleSet* GarpAlgorithm::getBestSet ( )

inline

Definition at line 60 of file GarpAlgorithm.h.

References objBest.

int GarpAlgorithm::getConvergence ( Scalar *const val ) const

virtual

Returns the algorithm's convergence value at the moment

Reimplemented from AlgorithmImpl.

Definition at line 318 of file GarpAlgorithm.cpp.

References Convergence.

int GarpAlgorithm::getGeneration ( )

inline

Definition at line 54 of file GarpAlgorithm.h.

References Gen.

void GarpAlgorithm::getInitialModel	(	int	intSize,
		EnvCellSet *	objTrainSet
	)

Definition at line 1302 of file GarpAlgorithm.cpp.

References colonize(), objNew, and Popsize.

Referenced by initialize().

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char * GarpAlgorithm::getParameter2 ( char * sParamName )

Definition at line 416 of file GarpAlgorithm.cpp.

References Accuracylimit, Adjustflag, AtomicRuleFlag, Ave_current_perf, Best, Best_current_perf, Best_guy, BioclimOnlyFlag, C_rate, Compflag, Conv, Conv_limit, Convergence, Cutval, Doneflag, Experiment, Gapsize, Gen, getSelectedLayersAsString(), Heuristic, I_rate, iCPUTime, Improvements, J_rate, LogitOnlyFlag, LogitRuleFlag, Lost, lVersion, M_rate, Maxspin, MinUsage, Mortality, NegatedRuleFlag, Popsize, Postflag, RangeRuleFlag, Resample, Resamples, Resampling_f, Sigflag, Significance, Spin, Totalgens, Totaltrials, Trials, Worst, and Worst_current_perf.

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float GarpAlgorithm::getProgress ( ) const

virtual

Returns progress so far (between 0.0 and 1.0)

Reimplemented from AlgorithmImpl.

Definition at line 298 of file GarpAlgorithm.cpp.

References _maxProgress, Conv_limit, Convergence, done(), Gen, and Totalgens.

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char * GarpAlgorithm::getSelectedLayersAsString ( )

Definition at line 559 of file GarpAlgorithm.cpp.

References iActiveGenes, and iGeneIndex.

Referenced by getParameter2().

Scalar GarpAlgorithm::getValue ( const Sample & x ) const

virtual

The algorithm must return the occurrence probability at the given environment conditions.

Parameters

x	Environmental conditions.

Returns: The occurrence probability in the range [0,1].

Implements AlgorithmImpl.

Definition at line 328 of file GarpAlgorithm.cpp.

References RuleSet::getValue(), and objBest.

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int GarpAlgorithm::initialize ( )

virtual

Initiate a new training.

Implements AlgorithmImpl.

Definition at line 224 of file GarpAlgorithm.cpp.

References AlgorithmImpl::_samp, EnvCellSet::add(), Conv_limit, EnvCellSet::createBioclimHistogram(), Log::error(), getInitialModel(), AlgorithmImpl::getParameter(), iActiveGenes, EnvCellSet::initialize(), Log::instance(), objBest, objNew, objTrainSet, Popsize, Resamples, RuleSet::setDimension(), and Totalgens.

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void GarpAlgorithm::initializeProperties ( )

private

Definition at line 334 of file GarpAlgorithm.cpp.

References _maxProgress, Accuracylimit, Adjustflag, AtomicRuleFlag, Ave_current_perf, Best, Best_current_perf, Best_guy, bGeneIsActive, BioclimOnlyFlag, C_rate, Compflag, Conv, Conv_limit, Convergence, Cutval, Doneflag, Experiment, Gapsize, Gen, Heuristic, I_rate, iActiveGenes, iCPUTime, iGeneIndex, Improvements, J_rate, LogitOnlyFlag, LogitRuleFlag, Lost, lVersion, M_rate, MAX_ENV_LAYERS, Maxspin, MinUsage, Mortality, NegatedRuleFlag, Popsize, Postflag, RangeRuleFlag, Resample, Resamples, Resampling_f, Sigflag, Significance, Spin, Totalgens, Totaltrials, Trials, Worst, and Worst_current_perf.

Referenced by GarpAlgorithm().

int GarpAlgorithm::iterate ( )

virtual

One step further on the training. Return 0 if something wrong happened.

Reimplemented from AlgorithmImpl.

Definition at line 612 of file GarpAlgorithm.cpp.

References done(), generate(), and objTrainSet.

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void GarpAlgorithm::join ( )

private

Definition at line 1175 of file GarpAlgorithm.cpp.

References Rule::blnNeedsEvaluation, Rule::chrOrigin, Rule::Gene, RuleSet::get(), Rule::intGens, Rule::intLength, J_rate, MAX_BYTE, objNew, Popsize, and GarpUtil::randint().

Referenced by generate().

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void GarpAlgorithm::measure ( )

private

Definition at line 691 of file GarpAlgorithm.cpp.

References Adjustflag, Ave_current_perf, Best_current_perf, Best_guy, BETTER, C_rate, converge(), Convergence, Rule::dblPerformance, Gapsize, RuleSet::get(), Heuristic, I_rate, J_rate, M_rate, objBest, Popsize, RuleSet::size(), and Worst_current_perf.

Referenced by generate().

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void GarpAlgorithm::mutate ( )

private

Definition at line 1230 of file GarpAlgorithm.cpp.

References Gen, RuleSet::get(), MAX_MUTATION_TEMPERATURE, Rule::mutate(), objNew, and Popsize.

Referenced by generate().

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int GarpAlgorithm::ruleSetSize ( )

inline

Definition at line 64 of file GarpAlgorithm.h.

References objBest, and RuleSet::size().

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void GarpAlgorithm::saveBestRules	(	RuleSet *	toRuleSet,
		RuleSet *	fromRuleSet
	)

private

Definition at line 1030 of file GarpAlgorithm.cpp.

int GarpAlgorithm::saveRule ( int iIndex )

private

Definition at line 921 of file GarpAlgorithm.cpp.

References RuleSet::add(), Rule::chrOrigin, Rule::clone(), Rule::dblPerformance, RuleSet::get(), Rule::intGenes, RuleSet::intRules, Rule::intTrials, objBest, objNew, RuleSet::objRules, Popsize, Rule::similar(), RuleSet::size(), Rule::type(), and updateHeuOpPerformance().

Referenced by generate().

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void GarpAlgorithm::select ( )

private

Definition at line 1089 of file GarpAlgorithm.cpp.

References RuleSet::add(), Ave_current_perf, Rule::blnNeedsEvaluation, RuleSet::clear(), Rule::clone(), Rule::dblPerformance, Gapsize, RuleSet::get(), MAX_RULES, Maxflag, objBest, objNew, RuleSet::objRules, Popsize, GarpUtil::randint(), GarpUtil::random(), RuleSet::size(), and Worst.

Referenced by generate().

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void GarpAlgorithm::setParameter	(	char *	sParamName,
		char *	sParamValue
	)

Definition at line 496 of file GarpAlgorithm.cpp.

References Accuracylimit, Adjustflag, AtomicRuleFlag, Ave_current_perf, Best, Best_current_perf, Best_guy, BioclimOnlyFlag, C_rate, Compflag, Conv, Conv_limit, Convergence, Cutval, Doneflag, Experiment, Gapsize, Gen, Heuristic, I_rate, iCPUTime, Improvements, J_rate, LogitOnlyFlag, LogitRuleFlag, Lost, lVersion, M_rate, Maxspin, MinUsage, Mortality, NegatedRuleFlag, Popsize, Postflag, RangeRuleFlag, Resample, Resamples, Resampling_f, setSelectedLayers(), Sigflag, Significance, Spin, Totalgens, Totaltrials, Trials, Worst, and Worst_current_perf.

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void GarpAlgorithm::setSelectedLayers ( char * strParamValue )

Definition at line 585 of file GarpAlgorithm.cpp.

References bGeneIsActive, iActiveGenes, iGeneIndex, and MAX_ENV_LAYERS.

Referenced by setParameter().

void GarpAlgorithm::updateHeuOpPerformance ( char chrType )

private

Definition at line 812 of file GarpAlgorithm.cpp.

References Heuristic, and Improvements.

Referenced by saveRule().

void GarpAlgorithm::updateRuleUsage ( )

Member Data Documentation

float GarpAlgorithm::_maxProgress

mutableprivate

Definition at line 169 of file GarpAlgorithm.h.

Referenced by getProgress(), and initializeProperties().

double GarpAlgorithm::Accuracylimit

private

Definition at line 130 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Adjustflag

private

Definition at line 111 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), measure(), and setParameter().

int GarpAlgorithm::AtomicRuleFlag

private

Definition at line 117 of file GarpAlgorithm.h.

Referenced by colonize(), getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::Ave_current_perf

private

Definition at line 151 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), measure(), select(), and setParameter().

double GarpAlgorithm::Best

private

Definition at line 152 of file GarpAlgorithm.h.

Referenced by evaluate(), getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::Best_current_perf

private

Definition at line 153 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), measure(), and setParameter().

int GarpAlgorithm::Best_guy

private

Definition at line 154 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), measure(), and setParameter().

bool GarpAlgorithm::bGeneIsActive[MAX_ENV_LAYERS]

private

Definition at line 120 of file GarpAlgorithm.h.

Referenced by colonize(), initializeProperties(), and setSelectedLayers().

int GarpAlgorithm::BioclimOnlyFlag

private

Definition at line 113 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::C_rate

private

Definition at line 137 of file GarpAlgorithm.h.

Referenced by crossover(), getParameter2(), initializeProperties(), measure(), and setParameter().

int GarpAlgorithm::Compflag

private

Definition at line 110 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Conv

private

Definition at line 155 of file GarpAlgorithm.h.

Referenced by converge(), evaluate(), generate(), getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::Conv_limit

private

Definition at line 146 of file GarpAlgorithm.h.

Referenced by done(), getParameter2(), getProgress(), initialize(), initializeProperties(), and setParameter().

double GarpAlgorithm::Convergence

private

Definition at line 164 of file GarpAlgorithm.h.

Referenced by converge(), done(), getConvergence(), getParameter2(), getProgress(), initializeProperties(), measure(), and setParameter().

double GarpAlgorithm::Cutval

private

Definition at line 147 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

bool GarpAlgorithm::Doneflag

mutableprivate

Definition at line 156 of file GarpAlgorithm.h.

Referenced by _setConfiguration(), done(), generate(), getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Experiment

private

Definition at line 157 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::Gapsize

private

Definition at line 141 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), measure(), select(), and setParameter().

int GarpAlgorithm::Gen

private

Definition at line 158 of file GarpAlgorithm.h.

Referenced by colonize(), DisplayStatus(), done(), generate(), getGeneration(), getParameter2(), getProgress(), initializeProperties(), mutate(), and setParameter().

int GarpAlgorithm::Heuristic[2][5]

private

Definition at line 163 of file GarpAlgorithm.h.

Referenced by converge(), getParameter2(), initializeProperties(), measure(), setParameter(), and updateHeuOpPerformance().

double GarpAlgorithm::I_rate

private

Definition at line 140 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), measure(), and setParameter().

int GarpAlgorithm::iActiveGenes

private

Definition at line 122 of file GarpAlgorithm.h.

Referenced by _getConfiguration(), _setConfiguration(), colonize(), getSelectedLayersAsString(), initialize(), initializeProperties(), and setSelectedLayers().

int GarpAlgorithm::iCPUTime

private

Definition at line 125 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::iGeneIndex[MAX_ENV_LAYERS]

private

Definition at line 121 of file GarpAlgorithm.h.

Referenced by _setConfiguration(), colonize(), getSelectedLayersAsString(), initializeProperties(), and setSelectedLayers().

int GarpAlgorithm::Improvements

private

Definition at line 165 of file GarpAlgorithm.h.

Referenced by converge(), getParameter2(), initializeProperties(), setParameter(), and updateHeuOpPerformance().

double GarpAlgorithm::J_rate

private

Definition at line 139 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), join(), measure(), and setParameter().

int GarpAlgorithm::LogitOnlyFlag

private

Definition at line 114 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::LogitRuleFlag

private

Definition at line 118 of file GarpAlgorithm.h.

Referenced by colonize(), getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Lost

private

Definition at line 159 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

long GarpAlgorithm::lVersion

private

Definition at line 105 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::M_rate

private

Definition at line 138 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), measure(), and setParameter().

int GarpAlgorithm::Maxspin

private

Definition at line 143 of file GarpAlgorithm.h.

Referenced by done(), getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::MinUsage

private

Definition at line 131 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::Mortality

private

Definition at line 132 of file GarpAlgorithm.h.

Referenced by generate(), getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::NegatedRuleFlag

private

Definition at line 116 of file GarpAlgorithm.h.

Referenced by colonize(), getParameter2(), initializeProperties(), and setParameter().

RuleSet GarpAlgorithm::objBest

private

Definition at line 40 of file GarpAlgorithm.h.

Referenced by _getConfiguration(), _setConfiguration(), DisplayStatus(), generate(), getBestSet(), getValue(), initialize(), measure(), ruleSetSize(), saveRule(), and select().

RuleSet GarpAlgorithm::objNew

private

Definition at line 37 of file GarpAlgorithm.h.

Referenced by crossover(), generate(), getInitialModel(), initialize(), join(), mutate(), saveRule(), and select().

EnvCellSet* GarpAlgorithm::objTrainSet

private

Definition at line 43 of file GarpAlgorithm.h.

Referenced by GarpAlgorithm(), initialize(), iterate(), and ~GarpAlgorithm().

int GarpAlgorithm::Popsize

private

Definition at line 136 of file GarpAlgorithm.h.

Referenced by crossover(), generate(), getInitialModel(), getParameter2(), initialize(), initializeProperties(), join(), measure(), mutate(), saveRule(), select(), and setParameter().

int GarpAlgorithm::Postflag

private

Definition at line 109 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::RangeRuleFlag

private

Definition at line 115 of file GarpAlgorithm.h.

Referenced by colonize(), getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Resample

private

Definition at line 167 of file GarpAlgorithm.h.

Referenced by generate(), getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Resamples

private

Definition at line 128 of file GarpAlgorithm.h.

Referenced by getParameter2(), initialize(), initializeProperties(), and setParameter().

double GarpAlgorithm::Resampling_f

private

Definition at line 144 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Sigflag

private

Definition at line 108 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::Significance

private

Definition at line 145 of file GarpAlgorithm.h.

Referenced by generate(), getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Spin

private

Definition at line 160 of file GarpAlgorithm.h.

Referenced by done(), evaluate(), generate(), getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Totalgens

private

Definition at line 134 of file GarpAlgorithm.h.

Referenced by done(), getParameter2(), getProgress(), initialize(), initializeProperties(), and setParameter().

int GarpAlgorithm::Totaltrials

private

Definition at line 135 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), and setParameter().

int GarpAlgorithm::Trials

private

Definition at line 142 of file GarpAlgorithm.h.

Referenced by evaluate(), getParameter2(), initializeProperties(), and setParameter().

double GarpAlgorithm::Worst

private

Definition at line 161 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), select(), and setParameter().

double GarpAlgorithm::Worst_current_perf

private

Definition at line 162 of file GarpAlgorithm.h.

Referenced by getParameter2(), initializeProperties(), measure(), and setParameter().

The documentation for this class was generated from the following files:

Public Member Functions

Protected Member Functions

Private Member Functions

Private Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation