Package fis

Class JFIS

java.lang.Object

fis.JFIS

public class JFIS
extends Object

Constructor Summary

Constructors

Modifier	Constructor	Description
	JFIS()
protected	JFIS(long ptr)
	JFIS(JFIS fis)
	JFIS(String FISFile, boolean cover)

Method Summary

Modifier and Type	Method	Description
void	AddFISListener(fis.FISListener listener)
void	AddInput(JInput input)
void	AddOutput(JOutput output)
void	AddRule(JRule rule)
int	AgregationImpliResult(int output_number, Vector<Double> result)
double[][]	AgregationResult(int output_number)
void	Close()
int	Conj2Imp(int output_number, boolean transfPart)
void	Crisp2Fuz(String defuz, int output_number)
void	Delete()
void	Fuz2Crisp(int output_number)
JInput	GetActiveInput(int active_number)
int	GetActiveInputNumber(int active_number)
JOutput	GetActiveOutput(int active_number)
int	GetActiveOutputNumber(int active_number)
int	GetBuildFuzIn(int input_number, double[] kw, double[] sw, double[] inputs_values, Vector<Double> fuzval)
double[]	GetClassesLabels(int output_number)
int	GetConjunction()
int	GetImpliConc(int output_number, int rule_number, Vector<Double> result)
JInput	GetInput(int input_number)
JInput[]	GetInputs()
JSemaphore	GetInputSemaphore(int input_number)
String	GetName()
JOutput	GetOutput(int output_number)
JOutput[]	GetOutputs()
JSemaphore	GetOutputSemaphore(int output_number)
long	getPtr()
JRule	GetRule(int rule_number)
double[]	getRulesWeight(double[] input_values)
boolean	hasExpertWeights()
boolean	hasImplicativeOutput()
void	Imp2Conj(int output_number, boolean transfPart)
void	Infer(double[] values)
double[]	Infer(int output_number, String data_file, String result_file, double blank_thres, boolean display)
double[][]	Infer2DSurface(SurfacePlotParameters Parameters)
Object[]	Infer3DSurface(SurfacePlotParameters Parameters)
double[]	InferErrorRegression()
void	InferFuzzyInput(double[] kw, double[] sw, int nbAlphaCut, double[] values)
void	InitClasses(String data_file)
void	InitPossibles()
void	InputActiveChanged(int input_number)
void	InputNameChanged(int input_number)
void	InputRangeChanged(int input_number)
void	Links(JExtendedDataFile data, double threshold, boolean sort, String file_prefix, LinksItemsRules items_rules)
void	MFAddedInInput(int input_number)
void	MFAddedInOutput(int output_number)
void	MFReplacedInInput(int input_number)
void	MFReplacedInOutput(int output_number)
boolean	Modified()
int	NbActiveInputs()
int	NbActiveOutputs()
int	NbActiveRules()
int	NbInputs()
int	NbOutputs()
int	NbRules()
protected JFIS	NewCustomFISOPT(JExtendedDataFile data, String key, int iterations, double std_gauss, int constraints, int fails, double center_thres, int output_number, boolean without_redondancy, int seed_value, double sw1, double sw2, double sw3, int cardinal_vocabulary, double mu_thres, double loss_coverage)
protected long	NewFISFPA(JExtendedDataFile data, int strategy, int min_card, double min_deg)
static JFIS	NewFISOLS(JFIS fis, JExtendedDataFile data, int outputNumber, boolean keepExistingRules, double standardDeviation, String conjunction, double totalUnexplainedVariance, double maximumNumberOfRules, boolean reduceVocabulary, double degradationAllowed, double numberOfConc, boolean useRuleConc, boolean outputFuzzification, boolean removeTemporaryFiles, String testDataFile)
protected JFIS	NewFISOPT(JExtendedDataFile data, String optimization_order, boolean output, boolean rules, int number_of_loops, double loss_coverage, int iterations, double std_gauss, int constraints, int fails, int output_number, int seed_value, double sw1, double sw2, double sw3, double mu_thres, CrossValidation crossValidation, double minBetweenMF)
protected JFIS	NewFISSIMPLE(JExtendedDataFile data, String resultFile, double homogeneity_threshold, double loss_performance, int output_number, double min_matching_degree, double loss_coverage, double coverage_min, boolean keep_last, double max_err, boolean ruleRemoval, boolean variableRemoval, String validationFile)
protected long	NewGENFIS(JExtendedDataFile data, boolean sort, double thres)
JRule	NewRule(boolean active, int[] facteurs, double[] actions)
protected JFIS[]	NewTreeFIS(JExtendedDataFile data, String tree_file, String valid_file, String resultFistreeFile, String perfFistreeFile, int maxtreedepth, double min_ed_gain, double min_significant, int min_leaf_card, double ambiguity_thres, int outputNumber, boolean prune, boolean split, double relperfloss, boolean relgain, boolean display, double covThresh)
void	OutputActiveChanged(int output_number)
void	OutputNameChanged(int output_number)
void	OutputRangeChanged(int output_number)
void	outputVocabularyReduction(JExtendedDataFile data, int outputNumber, double blankThreshold, double degradationAllowed, double numberOfConc, boolean useRuleConc)
void	RemoveFISListener(fis.FISListener listener)
void	RemoveInput(int input_number)
void	RemoveMFInInput(int input_number, int mf_number)
void	RemoveMFInOutput(int output_number, int mf_number)
void	RemoveOutput(int output_number)
void	RemoveRule(int rule_number)
void	ReplaceInput(int input_number, JInput new_input)
void	ReplaceOutput(int output_number, JOutput new_output)
void	ReplaceRules(JRule[] new_rules)
void	Save()
void	Save(String FISFile)
void	SetAlarmThres(int output_number, double default_value)
void	SetConjunction(int index)
void	SetName(String name)
void	SetOutputClassif(int output_number, boolean classif)
void	SetOutputDefaultValue(int output_number, double default_value)
void	SetOutputDefuz(int output_number, String defuz)
void	SetOutputDisjunction(int output_number, String disj)
void	SetOutputImpliFuzzy(int output_number, boolean impli)
void	SetRuleActive(int rule_number, boolean active)
void	SetRuleConc(int rule_number, int output_number, double conc)
void	SetRuleExpertWeight(int rule_number, double weight)
void	SetRuleProp(int rule_number, int input_number, int prop)
double[]	SortiesObtenues()
static String[]	TypeConjunction()
static String[]	TypeMissingValues()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

JFIS

public JFIS()
     throws Throwable

Throws:

Throwable

JFIS

public JFIS(String FISFile,
            boolean cover)
     throws Throwable

Throws:

Throwable

JFIS

public JFIS(JFIS fis)
     throws Throwable

Throws:

Throwable

JFIS

protected JFIS(long ptr)
        throws Throwable

Throws:

Throwable

Method Detail

getPtr

public long getPtr()

NewFISFPA

protected long NewFISFPA(JExtendedDataFile data,
                         int strategy,
                         int min_card,
                         double min_deg)
                  throws Throwable

Throws:

Throwable

NewGENFIS

protected long NewGENFIS(JExtendedDataFile data,
                         boolean sort,
                         double thres)
                  throws Throwable

Throws:

Throwable

NewFISSIMPLE

protected JFIS NewFISSIMPLE(JExtendedDataFile data,
                            String resultFile,
                            double homogeneity_threshold,
                            double loss_performance,
                            int output_number,
                            double min_matching_degree,
                            double loss_coverage,
                            double coverage_min,
                            boolean keep_last,
                            double max_err,
                            boolean ruleRemoval,
                            boolean variableRemoval,
                            String validationFile)
                     throws Throwable

Throws:

Throwable

NewFISOLS

public static JFIS NewFISOLS(JFIS fis,
                             JExtendedDataFile data,
                             int outputNumber,
                             boolean keepExistingRules,
                             double standardDeviation,
                             String conjunction,
                             double totalUnexplainedVariance,
                             double maximumNumberOfRules,
                             boolean reduceVocabulary,
                             double degradationAllowed,
                             double numberOfConc,
                             boolean useRuleConc,
                             boolean outputFuzzification,
                             boolean removeTemporaryFiles,
                             String testDataFile)
                      throws Throwable

Throws:

Throwable

outputVocabularyReduction

public void outputVocabularyReduction(JExtendedDataFile data,
                                      int outputNumber,
                                      double blankThreshold,
                                      double degradationAllowed,
                                      double numberOfConc,
                                      boolean useRuleConc)
                               throws Throwable

Throws:

Throwable

NewCustomFISOPT

protected JFIS NewCustomFISOPT(JExtendedDataFile data,
                               String key,
                               int iterations,
                               double std_gauss,
                               int constraints,
                               int fails,
                               double center_thres,
                               int output_number,
                               boolean without_redondancy,
                               int seed_value,
                               double sw1,
                               double sw2,
                               double sw3,
                               int cardinal_vocabulary,
                               double mu_thres,
                               double loss_coverage)
                        throws Throwable

Throws:

Throwable

NewFISOPT

protected JFIS NewFISOPT(JExtendedDataFile data,
                         String optimization_order,
                         boolean output,
                         boolean rules,
                         int number_of_loops,
                         double loss_coverage,
                         int iterations,
                         double std_gauss,
                         int constraints,
                         int fails,
                         int output_number,
                         int seed_value,
                         double sw1,
                         double sw2,
                         double sw3,
                         double mu_thres,
                         CrossValidation crossValidation,
                         double minBetweenMF)
                  throws Throwable

Throws:

Throwable

NewTreeFIS

protected JFIS[] NewTreeFIS(JExtendedDataFile data,
                            String tree_file,
                            String valid_file,
                            String resultFistreeFile,
                            String perfFistreeFile,
                            int maxtreedepth,
                            double min_ed_gain,
                            double min_significant,
                            int min_leaf_card,
                            double ambiguity_thres,
                            int outputNumber,
                            boolean prune,
                            boolean split,
                            double relperfloss,
                            boolean relgain,
                            boolean display,
                            double covThresh)
                     throws Throwable

Throws:

Throwable

Links

public void Links(JExtendedDataFile data,
                  double threshold,
                  boolean sort,
                  String file_prefix,
                  LinksItemsRules items_rules)
           throws Throwable

Throws:

Throwable

Delete

public void Delete()

Save

public void Save(String FISFile)
          throws Throwable

Throws:

Throwable

Save

public void Save()
          throws Throwable

Throws:

Throwable

SetConjunction

public void SetConjunction(int index)
                    throws Throwable

Throws:

Throwable

SetName

public void SetName(String name)
             throws Throwable

Throws:

Throwable

GetName

public String GetName()
               throws Throwable

Throws:

Throwable

GetConjunction

public int GetConjunction()
                   throws Throwable

Throws:

Throwable

TypeConjunction

public static String[] TypeConjunction()
                                throws Throwable

Throws:

Throwable

TypeMissingValues

public static String[] TypeMissingValues()
                                  throws Throwable

Throws:

Throwable

Modified

public boolean Modified()
                 throws Throwable

Throws:

Throwable

NbInputs

public int NbInputs()
             throws Throwable

Throws:

Throwable

NbActiveInputs

public int NbActiveInputs()
                   throws Throwable

Throws:

Throwable

NbOutputs

public int NbOutputs()
              throws Throwable

Throws:

Throwable

NbActiveOutputs

public int NbActiveOutputs()
                    throws Throwable

Throws:

Throwable

NbRules

public int NbRules()
            throws Throwable

Throws:

Throwable

NbActiveRules

public int NbActiveRules()
                  throws Throwable

Throws:

Throwable

GetInput

public JInput GetInput(int input_number)
                throws Throwable

Throws:

Throwable

GetActiveInput

public JInput GetActiveInput(int active_number)
                      throws Throwable

Throws:

Throwable

GetInputs

public JInput[] GetInputs()
                   throws Throwable

Throws:

Throwable

GetOutputs

public JOutput[] GetOutputs()
                     throws Throwable

Throws:

Throwable

GetOutput

public JOutput GetOutput(int output_number)
                  throws Throwable

Throws:

Throwable

GetActiveOutput

public JOutput GetActiveOutput(int active_number)
                        throws Throwable

Throws:

Throwable

GetBuildFuzIn

public int GetBuildFuzIn(int input_number,
                         double[] kw,
                         double[] sw,
                         double[] inputs_values,
                         Vector<Double> fuzval)
                  throws Throwable

Throws:

Throwable

GetRule

public JRule GetRule(int rule_number)
              throws Throwable

Throws:

Throwable

AddInput

public void AddInput(JInput input)
              throws Throwable

Throws:

Throwable

AddOutput

public void AddOutput(JOutput output)
               throws Throwable

Throws:

Throwable

RemoveInput

public void RemoveInput(int input_number)
                 throws Throwable

Throws:

Throwable

ReplaceInput

public void ReplaceInput(int input_number,
                         JInput new_input)
                  throws Throwable

Throws:

Throwable

RemoveOutput

public void RemoveOutput(int output_number)
                  throws Throwable

Throws:

Throwable

ReplaceOutput

public void ReplaceOutput(int output_number,
                          JOutput new_output)
                   throws Throwable

Throws:

Throwable

NewRule

public JRule NewRule(boolean active,
                     int[] facteurs,
                     double[] actions)
              throws Throwable

Throws:

Throwable

AddRule

public void AddRule(JRule rule)
             throws Throwable

Throws:

Throwable

RemoveRule

public void RemoveRule(int rule_number)
                throws Throwable

Throws:

Throwable

Infer

public void Infer(double[] values)
           throws Throwable

Throws:

Throwable

InferFuzzyInput

public void InferFuzzyInput(double[] kw,
                            double[] sw,
                            int nbAlphaCut,
                            double[] values)
                     throws Throwable

Throws:

Throwable

Infer3DSurface

public Object[] Infer3DSurface(SurfacePlotParameters Parameters)
                        throws Throwable

Throws:

Throwable

getRulesWeight

public double[] getRulesWeight(double[] input_values)
                        throws Throwable

Throws:

Throwable

Infer2DSurface

public double[][] Infer2DSurface(SurfacePlotParameters Parameters)
                          throws Throwable

Throws:

Throwable

Infer

public double[] Infer(int output_number,
                      String data_file,
                      String result_file,
                      double blank_thres,
                      boolean display)
               throws Throwable

Throws:

Throwable

InferErrorRegression

public double[] InferErrorRegression()
                              throws Throwable

Throws:

Throwable

SortiesObtenues

public double[] SortiesObtenues()
                         throws Throwable

Throws:

Throwable

GetInputSemaphore

public JSemaphore GetInputSemaphore(int input_number)

GetOutputSemaphore

public JSemaphore GetOutputSemaphore(int output_number)

AddFISListener

public void AddFISListener(fis.FISListener listener)

RemoveFISListener

public void RemoveFISListener(fis.FISListener listener)

Close

public void Close()

InputActiveChanged

public void InputActiveChanged(int input_number)

OutputActiveChanged

public void OutputActiveChanged(int output_number)

InputNameChanged

public void InputNameChanged(int input_number)

OutputNameChanged

public void OutputNameChanged(int output_number)

InputRangeChanged

public void InputRangeChanged(int input_number)

OutputRangeChanged

public void OutputRangeChanged(int output_number)

RemoveMFInInput

public void RemoveMFInInput(int input_number,
                            int mf_number)
                     throws Throwable

Throws:

Throwable

RemoveMFInOutput

public void RemoveMFInOutput(int output_number,
                             int mf_number)
                      throws Throwable

Throws:

Throwable

MFAddedInInput

public void MFAddedInInput(int input_number)

MFAddedInOutput

public void MFAddedInOutput(int output_number)

MFReplacedInInput

public void MFReplacedInInput(int input_number)

MFReplacedInOutput

public void MFReplacedInOutput(int output_number)

SetOutputDefuz

public void SetOutputDefuz(int output_number,
                           String defuz)
                    throws Throwable

Throws:

Throwable

SetOutputDisjunction

public void SetOutputDisjunction(int output_number,
                                 String disj)
                          throws Throwable

Throws:

Throwable

SetOutputClassif

public void SetOutputClassif(int output_number,
                             boolean classif)
                      throws Throwable

Throws:

Throwable

SetOutputImpliFuzzy

public void SetOutputImpliFuzzy(int output_number,
                                boolean impli)
                         throws Throwable

Throws:

Throwable

SetOutputDefaultValue

public void SetOutputDefaultValue(int output_number,
                                  double default_value)
                           throws Throwable

Throws:

Throwable

SetAlarmThres

public void SetAlarmThres(int output_number,
                          double default_value)
                   throws Throwable

Throws:

Throwable

GetClassesLabels

public double[] GetClassesLabels(int output_number)
                          throws Throwable

Throws:

Throwable

ReplaceRules

public void ReplaceRules(JRule[] new_rules)
                  throws Throwable

Throws:

Throwable

Crisp2Fuz

public void Crisp2Fuz(String defuz,
                      int output_number)
               throws Throwable

Throws:

Throwable

Fuz2Crisp

public void Fuz2Crisp(int output_number)
               throws Throwable

Throws:

Throwable

Conj2Imp

public int Conj2Imp(int output_number,
                    boolean transfPart)
             throws Throwable

Throws:

Throwable

Imp2Conj

public void Imp2Conj(int output_number,
                     boolean transfPart)
              throws Throwable

Throws:

Throwable

SetRuleActive

public void SetRuleActive(int rule_number,
                          boolean active)
                   throws Throwable

Throws:

Throwable

SetRuleExpertWeight

public void SetRuleExpertWeight(int rule_number,
                                double weight)
                         throws Throwable

Throws:

Throwable

SetRuleProp

public void SetRuleProp(int rule_number,
                        int input_number,
                        int prop)
                 throws Throwable

Throws:

Throwable

SetRuleConc

public void SetRuleConc(int rule_number,
                        int output_number,
                        double conc)
                 throws Throwable

Throws:

Throwable

GetActiveInputNumber

public int GetActiveInputNumber(int active_number)
                         throws Throwable

Throws:

Throwable

GetActiveOutputNumber

public int GetActiveOutputNumber(int active_number)
                          throws Throwable

Throws:

Throwable

InitClasses

public void InitClasses(String data_file)
                 throws Throwable

Throws:

Throwable

InitPossibles

public void InitPossibles()
                   throws Throwable

Throws:

Throwable

AgregationResult

public double[][] AgregationResult(int output_number)
                            throws Throwable

Throws:

Throwable

AgregationImpliResult

public int AgregationImpliResult(int output_number,
                                 Vector<Double> result)
                          throws Throwable

Throws:

Throwable

GetImpliConc

public int GetImpliConc(int output_number,
                        int rule_number,
                        Vector<Double> result)
                 throws Throwable

Throws:

Throwable

hasExpertWeights

public boolean hasExpertWeights()
                         throws Throwable

Throws:

Throwable

hasImplicativeOutput

public boolean hasImplicativeOutput()
                             throws Throwable

Throws:

Throwable