openModeller  Version 1.4.0
Public Member Functions | Protected Member Functions | Private Member Functions | Private Attributes
GarpAlgorithm Class Reference

#include <GarpAlgorithm.h>

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List of all members.

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)

Protected Member Functions

void _getConfiguration (ConfigurationPtr &) const
void _setConfiguration (const ConstConfigurationPtr &)

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

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 [protected, virtual]

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) [protected, virtual]

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:
xEnvironmental 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 [mutable, private]

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 [mutable, private]

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: