gaclust.java

来自「clustering data for the different techni」· Java 代码 · 共 1,955 行 · 第 1/5 页

    NRowsLabel.setPreferredSize(prefDim);
    NRowsLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    NRowsLabel.setText("Number of rows:");
    NRowsLabelPanel.add(NRowsLabel);
    DatabaseCenterPanel.add(NRowsLabelPanel);

    NRowsTextField.setPreferredSize(prefDim);
    NRowsTextField.setText("101");
    NRowsTextField.setToolTipText(Strings.NROWS_TIP);
    NRowsPanel.add(NRowsTextField);
    DatabaseCenterPanel.add(NRowsPanel);
    
    DatabaseCenterPanel.add(BogusLabel1);

    NAttrLabel.setPreferredSize(prefDim);
    NAttrLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    NAttrLabel.setText("Number of attributes :");
    NAttrLabelPanel.add(NAttrLabel);
    DatabaseCenterPanel.add(NAttrLabelPanel);

    NAttrTextField.setPreferredSize(prefDim);
    NAttrTextField.setText("17");
    NAttrTextField.setToolTipText(Strings.NATTR_TIP);
    NAttrPanel.add(NAttrTextField);
    DatabaseCenterPanel.add(NAttrPanel);

    DatabaseCenterPanel.add(BogusLabel2);

    DatabasePanel.add(DatabaseCenterPanel, BorderLayout.CENTER);

    OpenButton.setText("Open");
    OpenButton.addActionListener(this);
    OpenButton.setMnemonic(KeyEvent.VK_O);
    OpenButton.setToolTipText(Strings.OPENDB_TIP);
    DatabaseSouthPanel.add(OpenButton);

    DatabasePanel.add(DatabaseSouthPanel, BorderLayout.SOUTH);

    DatabaseSplitPane.setLeftComponent(DatabasePanel);
      
    Results.setLayout(new BorderLayout());

    // display cardinalities in the database text area by
    // double-clicking a row
    DBTable.addMouseListener(new MouseAdapter() 
      {
	public void mouseClicked(MouseEvent event)
	{
	  if (event.getClickCount() < 2)
	    return;

	  int rowNo = DBTable.rowAtPoint(event.getPoint());
	  DBTableModel dbModel = (DBTableModel)DBTable.getModel();
	  DBLogTextArea.append(dbModel.getValueAt(rowNo, 0) + Strings.endl);
	  DBLogTextArea.append(dbModel.getValueAt(rowNo, 1) + Strings.endl);
	}
      });

    DBTableScrollPane.setViewportView(DBTable);
    ResultsNorth.setLayout(new GridLayout(0, 1));
    ResultsNorth.setPreferredSize(new Dimension(900, 350));
    ResultsNorth.add(DBTableScrollPane);
    Results.add(ResultsNorth, BorderLayout.NORTH);
    
    DBLogTextArea.setLineWrap(true);
    DBLogTextArea.setText(Strings.DBINTRO);
    DBLogTextArea.setEditable(false);
    DatabaseScrollPane.setViewportView(DBLogTextArea);
    ResultsSouth.setPreferredSize(new Dimension(900, 100));
    ResultsSouth.setLayout(new GridLayout(0, 1));
    ResultsSouth.add(DatabaseScrollPane);
    Results.add(ResultsSouth, BorderLayout.SOUTH);

    DatabaseSplitPane.setRightComponent(Results);
      
    MainTabbedPane.addTab("Database", DatabaseSplitPane);
    MainTabbedPane.setEnabledAt(0, true);

    //////////// Generate /////////////////////
    GenerateSplitPane.setOrientation(JSplitPane.VERTICAL_SPLIT);
  
    GenerateDBPanel.setLayout(new BorderLayout());
    GenerateDBPanel.setBorder(new TitledBorder(Strings.GENDBBORDERTITLE));
  
    GenerateDBNorthPanel.setLayout(new GridLayout(6,3));
  
    GenDBNameLabel.setPreferredSize(prefDim);
    GenDBNameLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    GenDBNameLabel.setText("Database name :");
    GenDBNameLabelPanel.add(GenDBNameLabel);
    GenerateDBNorthPanel.add(GenDBNameLabelPanel);
  
    GenDBNameTextField.setPreferredSize(prefDim);
    GenDBNameTextField.setToolTipText(Strings.GENDBNAME_TIP);
    GenDBNamePanel.add(GenDBNameTextField);
    GenerateDBNorthPanel.add(GenDBNamePanel);
  
    UseDefaultNamingCheckBox.setText("Use default naming");
    UseDefaultNamingCheckBox.setPreferredSize(prefDim);
    UseDefaultNamingCheckBox.setToolTipText(Strings.USEDEFNAME_TIP);
    UseDefaultNamingPanel.add(UseDefaultNamingCheckBox);
    GenerateDBNorthPanel.add(UseDefaultNamingPanel);
  
    GenNRowsLabel.setPreferredSize(prefDim);
    GenNRowsLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    GenNRowsLabel.setText("Number of rows:");
    GenNRowsLabelPanel.add(GenNRowsLabel);
    GenerateDBNorthPanel.add(GenNRowsLabelPanel);
  
    GenNRowsTextField.setPreferredSize(prefDim);
    GenNRowsTextField.setToolTipText(Strings.NROWS_TIP);
    GenNRowsPanel.add(GenNRowsTextField);
    GenerateDBNorthPanel.add(GenNRowsPanel);
  
    GenerateDBNorthPanel.add(GenBogusLabel1);
  
    GenNAttrLabel.setPreferredSize(prefDim);
    GenNAttrLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    GenNAttrLabel.setText("Number of attributes :");
    GenNAttrLabelPanel.add(GenNAttrLabel);
    GenerateDBNorthPanel.add(GenNAttrLabelPanel);
  
    GenNAttrTextField.setPreferredSize(prefDim);
    GenNAttrTextField.setToolTipText(Strings.NATTR_TIP);
    GenNAttrPanel.add(GenNAttrTextField);
    GenerateDBNorthPanel.add(GenNAttrPanel);
  
    GenerateDBNorthPanel.add(GenBogusLabel2);
  
    GenNClassesLabel.setPreferredSize(prefDim);
    GenNClassesLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    GenNClassesLabel.setText("Number of classes :");
    GenNClassesLabelPanel.add(GenNClassesLabel);
    GenerateDBNorthPanel.add(GenNClassesLabelPanel);
  
    GenNClassesTextField.setPreferredSize(prefDim);
    GenNClassesTextField.setToolTipText(Strings.NCLASSES_TIP);
    GenNClassesPanel.add(GenNClassesTextField);
    GenerateDBNorthPanel.add(GenNClassesPanel);
  
    GenerateDBNorthPanel.add(GenBogusLabel3);
  
    GenRandomSeedLabel.setPreferredSize(prefDim);
    GenRandomSeedLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    GenRandomSeedLabel.setText("Random generator seed :");
    GenRandomSeedLabelPanel.add(GenRandomSeedLabel);
    GenerateDBNorthPanel.add(GenRandomSeedLabelPanel);

    GenRandomSeedTextField.setPreferredSize(prefDim);
    GenRandomSeedTextField.setToolTipText(Strings.RANDSEED_TIP);
    GenRandomSeedPanel.add(GenRandomSeedTextField);
    GenerateDBNorthPanel.add(GenRandomSeedPanel);
  
    GenerateDBNorthPanel.add(GenBogusLabel4);
  
    GenerateLargeCheckBox.setHorizontalAlignment(SwingConstants.RIGHT);
    GenerateLargeCheckBox.setPreferredSize(prefDim);
    GenerateLargeCheckBox.setText("Generate one large class");
    GenerateLargeCheckBox.setToolTipText(Strings.GENLARGE_TIP);
    GenerateLargePanel.add(GenerateLargeCheckBox);
    GenerateDBNorthPanel.add(GenerateLargeCheckBox);

    GenerateDBNorthPanel.add(GenBogusLabel5);
  
    GenerateDBNorthPanel.add(GenBogusLabel6);
  
    GenerateDBPanel.add(GenerateDBNorthPanel, BorderLayout.NORTH);
  
    GenerateButton.setText("Generate");
    GenerateButton.addActionListener(this);
    GenerateButton.setMnemonic(KeyEvent.VK_G);
    GenerateButton.setToolTipText(Strings.GEN_TIP);
    GenerateDBSouthPanel.add(GenerateButton);

    GenAbortButton.setText("Abort");
    GenAbortButton.setEnabled(false);
    GenAbortButton.addActionListener(this);
    GenAbortButton.setMnemonic(KeyEvent.VK_A);
    GenAbortButton.setToolTipText(Strings.GENABORT_TIP);
    GenerateDBSouthPanel.add(GenAbortButton);
  
    GenProgressBar.setStringPainted(true);
    GenProgressBarPanel.add(GenProgressBar);
    GenerateDBSouthPanel.add(GenProgressBarPanel);

    GenerateDBPanel.add(GenerateDBSouthPanel, BorderLayout.SOUTH);
  
    GenerateSplitPane.setLeftComponent(GenerateDBPanel);

    GenResultsPanel.setLayout(new BorderLayout());

    // display cardinalities in the generated database text area by
    // double-clicking a row
    GenDBTable.addMouseListener(new MouseAdapter() 
      {
	public void mouseClicked(MouseEvent event)
	{
	  if (event.getClickCount() < 2)
	    return;

	  int rowNo = GenDBTable.rowAtPoint(event.getPoint());
	  DBTableModel dbModel = (DBTableModel)GenDBTable.getModel();
	  GenLogTextArea.append(dbModel.getValueAt(rowNo, 0) + Strings.endl);
	  GenLogTextArea.append(dbModel.getValueAt(rowNo, 1) + Strings.endl);
	}
      });

    GenDBTableScrollPane.setViewportView(GenDBTable);
    GenResultsNorthPanel.setLayout(new GridLayout(0, 1));
    GenResultsNorthPanel.setPreferredSize(new Dimension(800, 200));
    GenResultsNorthPanel.add(GenDBTableScrollPane);
    GenResultsPanel.add(GenResultsNorthPanel, BorderLayout.NORTH);

    GenLogTextArea.setLineWrap(true);
    GenLogTextArea.setText("Generate a synthetic database" + Strings.endl);
    GenLogTextArea.setEditable(false);
    GenLogScrollPane.setViewportView(GenLogTextArea);
    GenResultsSouthPanel.setLayout(new GridLayout(0, 1));
    GenResultsSouthPanel.setPreferredSize(new Dimension(900, 150));
    GenResultsSouthPanel.add(GenLogScrollPane);
    GenResultsPanel.add(GenResultsSouthPanel, BorderLayout.SOUTH);
  
    GenerateSplitPane.setRightComponent(GenResultsPanel);

    MainTabbedPane.addTab("Generate", GenerateSplitPane);
    MainTabbedPane.setEnabledAt(1, true);

    ////////// GA /////////////////////////////
    GAHorizontalSplitPane.setOrientation(JSplitPane.HORIZONTAL_SPLIT);

    GASplitPane.setOrientation(JSplitPane.VERTICAL_SPLIT);
      
    GAPanel.setLayout(new BorderLayout());
    GAPanel.setBorder(new TitledBorder(Strings.GABORDERTITLE));

    GACenterPanel.setPreferredSize(new Dimension(600, 300));
    GACenterPanel.setLayout(new java.awt.GridLayout(10, 4));

    PopSizeLabel.setPreferredSize(prefDim);
    PopSizeLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    PopSizeLabel.setText("Population size :");
    PopSizeLabelPanel.add(PopSizeLabel);
    GACenterPanel.add(PopSizeLabelPanel);

    PopSizeTextField.setPreferredSize(prefDim);
    PopSizeTextField.setText("100");
    PopSizeTextField.setToolTipText(Strings.POPSIZE_TIP);
    PopSizePanel.add(PopSizeTextField);
    GACenterPanel.add(PopSizePanel);

    CrossTypeLabel.setPreferredSize(prefDim);
    CrossTypeLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    CrossTypeLabel.setText("Crossover type :");
    CrossTypeLabelPanel.add(CrossTypeLabel);
    GACenterPanel.add(CrossTypeLabelPanel);

    CrossTypeComboBox.setPreferredSize(prefDim);
    CrossTypeComboBox.addItem(Strings.CROSS_RAND);
    CrossTypeComboBox.addItem(Strings.CROSS_X_2RAND_CLASS);
    CrossTypeComboBox.addItem(Strings.CROSS_AM_X_BEST_CLASS);
    CrossTypeComboBox.addItem(Strings.CROSS_AM_X_BEST_WORST);
    CrossTypeComboBox.addItem(Strings.CROSS_AM_X_2RAND_CLASS);
    CrossTypeComboBox.addItemListener(this);
    CrossTypeComboBox.setToolTipText(Strings.CROSSTYPE_TIP);
    CrossTypePanel.add(CrossTypeComboBox);
    GACenterPanel.add(CrossTypePanel);

    NClassesClustLabel.setPreferredSize(prefDim);
    NClassesClustLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    NClassesClustLabel.setText("Number of classes :");
    NClassesClustLabelPanel.add(NClassesClustLabel);
    GACenterPanel.add(NClassesClustLabelPanel);

    NClassesClustTextField.setPreferredSize(prefDim);
    NClassesClustTextField.setText("7");
    NClassesClustTextField.setToolTipText(Strings.NCLASSES_TIP);
    NClassesClustPanel.add(NClassesClustTextField);
    GACenterPanel.add(NClassesClustPanel);

    DistrTypeLabel.setPreferredSize(prefDim);
    DistrTypeLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    DistrTypeLabel.setText("Distribution type :");
    DistrTypeLabelPanel.add(DistrTypeLabel);
    GACenterPanel.add(DistrTypeLabelPanel);

    DistrTypeComboBox.setPreferredSize(prefDim);
    DistrTypeComboBox.addItem(Strings.DISTRIB_NONE);
    DistrTypeComboBox.addItem(Strings.DISTRIB_RAND);
    DistrTypeComboBox.addItem(Strings.DISTRIB_TO_EVEN);
    DistrTypeComboBox.setToolTipText(Strings.DISTRTYPE_TIP);
    DistrTypePanel.add(DistrTypeComboBox);
    GACenterPanel.add(DistrTypePanel);

    CrossRateLabel.setPreferredSize(prefDim);
    CrossRateLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    CrossRateLabel.setText("Crossover rate :");
    CrossRateLabelPanel.add(CrossRateLabel);
    GACenterPanel.add(CrossRateLabelPanel);

    CrossRateTextField.setPreferredSize(prefDim);
    CrossRateTextField.setText("0.8");
    CrossRateTextField.setToolTipText(Strings.CROSSRATE_TIP);
    CrossRatePanel.add(CrossRateTextField);
    GACenterPanel.add(CrossRatePanel);

    MutTypeLabel.setPreferredSize(prefDim);
    MutTypeLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    MutTypeLabel.setText("Mutation type :");
    MutTypeLabelPanel.add(MutTypeLabel);
    GACenterPanel.add(MutTypeLabelPanel);

    MutTypeComboBox.setPreferredSize(prefDim);
    MutTypeComboBox.addItem(Strings.MUT_RAND);
    MutTypeComboBox.addItem(Strings.MUT_MOVE_ELEM);
    MutTypeComboBox.addItem(Strings.MUT_SWAP_ELEM);
    MutTypeComboBox.setToolTipText(Strings.MUTTYPE_TIP);
    MutTypePanel.add(MutTypeComboBox);
    GACenterPanel.add(MutTypePanel);

    MutRateLabel.setPreferredSize(prefDim);
    MutRateLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    MutRateLabel.setText("Mutation rate :");
    MutRateLabelPanel.add(MutRateLabel);
    GACenterPanel.add(MutRateLabelPanel);

    MutRateTextField.setPreferredSize(prefDim);
    MutRateTextField.setText("0.1");
    MutRateTextField.setToolTipText(Strings.MUTRATE_TIP);
    MutRatePanel.add(MutRateTextField);
    GACenterPanel.add(MutRatePanel);

    ClassFitnessLabel.setPreferredSize(prefDim);
    ClassFitnessLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    ClassFitnessLabel.setText("Class fitness type :");
    ClassFitnessLabelPanel.add(ClassFitnessLabel);
    GACenterPanel.add(ClassFitnessLabelPanel);

    ClassFitnessComboBox.setPreferredSize(prefDim);
    ClassFitnessComboBox.addItem(Strings.CF_SYM_DIFF);
    ClassFitnessComboBox.addItem(Strings.CF_PROD);
    ClassFitnessComboBox.addItem(Strings.CF_DIV);
    ClassFitnessComboBox.addItem(Strings.CF_POW);
    ClassFitnessComboBox.setToolTipText(Strings.CLASSFITNESSTYPE_TIP);
    ClassFitnessPanel.add(ClassFitnessComboBox);
    GACenterPanel.add(ClassFitnessPanel);

    FitnessThresholdLabel.setPreferredSize(prefDim);
    FitnessThresholdLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    FitnessThresholdLabel.setText("Fitness threshold :");
    FitnessThresholdLabelPanel.add(FitnessThresholdLabel);
    GACenterPanel.add(FitnessThresholdLabelPanel);

    FitnessThresholdTextField.setPreferredSize(prefDim);
    FitnessThresholdTextField.setText("0.0001");
    FitnessThresholdTextField.setToolTipText(Strings.FTHRES_TIP);
    FitnessThresholdPanel.add(FitnessThresholdTextField);
    GACenterPanel.add(FitnessThresholdPanel);
    
    EntropyMeasureLabel.setPreferredSize(prefDim);
    EntropyMeasureLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    EntropyMeasureLabel.setText("Entropy measure :");
    EntropyMeasureLabelPanel.add(EntropyMeasureLabel);
    GACenterPanel.add(EntropyMeasureLabelPanel);

    EntropyMeasureComboBox.setPreferredSize(prefDim);
    EntropyMeasureComboBox.addItem(Strings.GINI);
    EntropyMeasureComboBox.addItem(Strings.ENTROPY);
    EntropyMeasureComboBox.addItem(Strings.PEAK);
    //EntropyMeasureComboBox.addItem(Strings.CIRCLE);
    //EntropyMeasureComboBox.addItem(Strings.SINE);
    //EntropyMeasureComboBox.addItem(Strings.SQ);
    EntropyMeasureComboBox.addItem(Strings.GE);
    EntropyMeasureComboBox.setToolTipText(Strings.ENTROPY_TIP);
    EntropyMeasurePanel.add(EntropyMeasureComboBox);
    GACenterPanel.add(EntropyMeasurePanel);
    
    ConsecItrsLabel.setPreferredSize(prefDim);
    ConsecItrsLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    ConsecItrsLabel.setText("Consecutive iterations :");
    ConsecItrsLabelPanel.add(ConsecItrsLabel);
    GACenterPanel.add(ConsecItrsLabelPanel);

    ConsecItrsTextField.setPreferredSize(prefDim);
    ConsecItrsTextField.setText("100");
    ConsecItrsTextField.setToolTipText(Strings.CITRS_TIP);
    ConsecItrsPanel.add(ConsecItrsTextField);
    GACenterPanel.add(ConsecItrsPanel);
    
    FitnessMeasureLabel.setPreferredSize(prefDim);
    FitnessMeasureLabel.setHorizontalAlignment(SwingConstants.RIGHT);
    FitnessMeasureLabel.setText("Fitness measure :");