/*
* Copyright (C) 2013 Vinu K.N
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*/
package org.domainmath.gui.packages.nnet;
import java.io.File;
import org.domainmath.gui.MainFrame;
public class NewNetworkDialog extends javax.swing.JDialog {
/**
* Creates new form NewNetworkDialog
*/
public static int netIndex=1;
public NewNetworkDialog(java.awt.Frame parent, boolean modal) {
super(parent, modal);
initComponents();
}
/**
* This method is called from within the constructor to initialize the form.
* WARNING: Do NOT modify this code. The content of this method is always
* regenerated by the Form Editor.
*/
@SuppressWarnings("unchecked")
// <editor-fold defaultstate="collapsed" desc="Generated Code">//GEN-BEGIN:initComponents
private void initComponents() {
jLabel1 = new javax.swing.JLabel();
prTextField = new javax.swing.JTextField();
jLabel2 = new javax.swing.JLabel();
ssTextField = new javax.swing.JTextField();
jLabel3 = new javax.swing.JLabel();
jSeparator1 = new javax.swing.JSeparator();
jLabel4 = new javax.swing.JLabel();
trfTextField = new javax.swing.JTextField();
jLabel5 = new javax.swing.JLabel();
btfTextField = new javax.swing.JTextField();
jLabel6 = new javax.swing.JLabel();
blfTextField = new javax.swing.JTextField();
jLabel7 = new javax.swing.JLabel();
pfTextField = new javax.swing.JTextField();
cancelButton = new javax.swing.JButton();
OkButton = new javax.swing.JButton();
helpButton = new javax.swing.JButton();
setDefaultCloseOperation(javax.swing.WindowConstants.DISPOSE_ON_CLOSE);
setTitle("New Network");
setResizable(false);
jLabel1.setText("Input Range:");
prTextField.setToolTipText("<html><b>Pr</b> - R x 2 matrix of min and max values for R input elements</html>");
jLabel2.setText("No. of Neurons:");
ssTextField.setToolTipText("<html><b>Ss</b> - 1 x Ni row vector with size of ith layer, for N layers</html>");
jLabel3.setForeground(new java.awt.Color(0, 0, 255));
jLabel3.setText("Function");
jLabel4.setText("Transfer Function:");
trfTextField.setText("\"tansig\"");
trfTextField.setToolTipText("<html><b>trf</b> - 1 x Ni list with transfer function of ith layer,<br>default = \"tansig\"</html>");
jLabel5.setText("Network Training Function:");
btfTextField.setText("\"trainlm\"");
btfTextField.setToolTipText("<html><b>btf</b> - Batch network training function,<br>default = \"trainlm\"</html>");
jLabel6.setText("Weight/Bias Learning Function:");
blfTextField.setText("\"learngdm\"");
blfTextField.setToolTipText("<html><b>blf</b> - Batch weight/bias learning function,<br>default = \"learngdm\"</html>");
jLabel7.setText("Performance Function:");
pfTextField.setText("\"mse\"");
pfTextField.setToolTipText("<html><b>pf</b> - Performance function,<br>default = \"mse\"</html>");
cancelButton.setText("Cancel");
cancelButton.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
cancelButtonActionPerformed(evt);
}
});
OkButton.setText("OK");
OkButton.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
OkButtonActionPerformed(evt);
}
});
helpButton.setIcon(new javax.swing.ImageIcon(getClass().getResource("/org/domainmath/gui/icons/help-browser.png"))); // NOI18N
helpButton.setToolTipText("<html><div class=\"defun\">\n<p class=\"functionfile\"> Function File: <var>net</var>\n<b>=</b><var> <span style=\"font-weight: bold;\">newff</span>\n</var>(<var>Pr,ss,trf,btf,blf,pf</var>)<var><a\n name=\"index-g_t_003d-1\"></a></var><br>\n</p>\n<blockquote>\n <p><code>newff</code> create a feed-forward\nbackpropagation network </p>\n <pre class=\"example\"> <span\n style=\"font-weight: bold;\"> Pr</span> - R x 2 matrix of min and max values for R input elements<br> <span\n style=\"font-weight: bold;\">Ss</span> - 1 x Ni row vector with size of ith layer, for N layers<br> <span\n style=\"font-weight: bold;\">trf</span> - 1 x Ni list with transfer function of ith layer,<br> default = \"tansig\"<br> <span\n style=\"font-weight: bold;\">btf</span> - Batch network training function,<br> default = \"trainlm\"<br> <span\n style=\"font-weight: bold;\">blf</span> - Batch weight/bias learning function,<br> default = \"learngdm\"<br> <span\n style=\"font-weight: bold;\">pf</span> - Performance function,<br> default = \"mse\".<br></pre>\n <pre class=\"example\"> EXAMPLE 1<br> Pr = [0.1 0.8; 0.1 0.75; 0.01 0.8];<br> it's a 3 x 2 matrix, this means 3 input neurons<br> <br> net = newff(Pr, [4 1], {\"tansig\",\"purelin\"}, \"trainlm\", \"learngdm\", \"mse\");<br></pre>\n</blockquote>\n</div></html>\n");
helpButton.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
helpButtonActionPerformed(evt);
}
});
javax.swing.GroupLayout layout = new javax.swing.GroupLayout(getContentPane());
getContentPane().setLayout(layout);
layout.setHorizontalGroup(
layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addContainerGap()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel1)
.addComponent(jLabel2))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING, false)
.addComponent(ssTextField, javax.swing.GroupLayout.DEFAULT_SIZE, 227, Short.MAX_VALUE)
.addComponent(prTextField)))
.addGroup(layout.createSequentialGroup()
.addComponent(jLabel3)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addComponent(jSeparator1))
.addGroup(layout.createSequentialGroup()
.addGap(10, 10, 10)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel4)
.addComponent(jLabel5)
.addComponent(jLabel6)
.addComponent(jLabel7))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING, false)
.addComponent(trfTextField)
.addComponent(btfTextField)
.addComponent(blfTextField, javax.swing.GroupLayout.DEFAULT_SIZE, 227, Short.MAX_VALUE)
.addComponent(pfTextField)))
.addGroup(javax.swing.GroupLayout.Alignment.TRAILING, layout.createSequentialGroup()
.addComponent(helpButton)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addComponent(OkButton)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addComponent(cancelButton)))
.addContainerGap())
);
layout.linkSize(javax.swing.SwingConstants.HORIZONTAL, new java.awt.Component[] {prTextField, ssTextField, trfTextField});
layout.linkSize(javax.swing.SwingConstants.HORIZONTAL, new java.awt.Component[] {OkButton, cancelButton});
layout.setVerticalGroup(
layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addContainerGap()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel1)
.addComponent(prTextField, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel2)
.addComponent(ssTextField, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(18, 18, 18)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.TRAILING)
.addComponent(jLabel3)
.addComponent(jSeparator1, javax.swing.GroupLayout.PREFERRED_SIZE, 10, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel4)
.addComponent(trfTextField, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel5)
.addComponent(btfTextField, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel6)
.addComponent(blfTextField, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(pfTextField, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jLabel7))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, 71, Short.MAX_VALUE)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(cancelButton)
.addComponent(OkButton)
.addComponent(helpButton))
.addContainerGap())
);
layout.linkSize(javax.swing.SwingConstants.VERTICAL, new java.awt.Component[] {prTextField, ssTextField, trfTextField});
layout.linkSize(javax.swing.SwingConstants.VERTICAL, new java.awt.Component[] {OkButton, cancelButton});
pack();
}// </editor-fold>//GEN-END:initComponents
private void cancelButtonActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_cancelButtonActionPerformed
dispose();
}//GEN-LAST:event_cancelButtonActionPerformed
private void OkButtonActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_OkButtonActionPerformed
String pr = this.prTextField.getText();
String ss = this.ssTextField.getText();
if(!pr.equals("") || !ss.equals("")) {
String rowData[] ={"net"+netIndex,pr,ss,trfTextField.getText(),this.btfTextField.getText(),this.blfTextField.getText(),this.pfTextField.getText()};
NnetFrame.model.addRow(rowData);
MainFrame.octavePanel.evaluate("pkg load nnet");
NnetFrame.declare("Pr", pr);
NnetFrame.declare("ss", ss);
NnetFrame.declare("trf", this.trfTextField.getText());
NnetFrame.declare("btf", this.btfTextField.getText());
NnetFrame.declare("blf", this.blfTextField.getText());
NnetFrame.declare("pf", this.pfTextField.getText());
MainFrame.octavePanel.evalWithOutput("net"+netIndex+" = newff (Pr,ss,trf,btf,blf,pf)");
dispose();
netIndex++;
}
}//GEN-LAST:event_OkButtonActionPerformed
public static void minusIndex() {
netIndex--;
}
private void helpButtonActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_helpButtonActionPerformed
MainFrame.octavePanel.evaluate("pkg load nnet");
MainFrame.octavePanel.evaluate("helpdlg(help('newff'));");
}//GEN-LAST:event_helpButtonActionPerformed
/**
* @param args the command line arguments
*/
public static void main(String args[]) {
/* Set the Nimbus look and feel */
//<editor-fold defaultstate="collapsed" desc=" Look and feel setting code (optional) ">
/* If Nimbus (introduced in Java SE 6) is not available, stay with the default look and feel.
* For details see http://download.oracle.com/javase/tutorial/uiswing/lookandfeel/plaf.html
*/
try {
for (javax.swing.UIManager.LookAndFeelInfo info : javax.swing.UIManager.getInstalledLookAndFeels()) {
if ("Nimbus".equals(info.getName())) {
javax.swing.UIManager.setLookAndFeel(info.getClassName());
break;
}
}
} catch (ClassNotFoundException ex) {
java.util.logging.Logger.getLogger(NewNetworkDialog.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (InstantiationException ex) {
java.util.logging.Logger.getLogger(NewNetworkDialog.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (IllegalAccessException ex) {
java.util.logging.Logger.getLogger(NewNetworkDialog.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (javax.swing.UnsupportedLookAndFeelException ex) {
java.util.logging.Logger.getLogger(NewNetworkDialog.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
}
//</editor-fold>
/* Create and display the dialog */
java.awt.EventQueue.invokeLater(new Runnable() {
public void run() {
NewNetworkDialog dialog = new NewNetworkDialog(new javax.swing.JFrame(), true);
dialog.addWindowListener(new java.awt.event.WindowAdapter() {
@Override
public void windowClosing(java.awt.event.WindowEvent e) {
System.exit(0);
}
});
dialog.setVisible(true);
}
});
}
// Variables declaration - do not modify//GEN-BEGIN:variables
private javax.swing.JButton OkButton;
private javax.swing.JTextField blfTextField;
private javax.swing.JTextField btfTextField;
private javax.swing.JButton cancelButton;
private javax.swing.JButton helpButton;
private javax.swing.JLabel jLabel1;
private javax.swing.JLabel jLabel2;
private javax.swing.JLabel jLabel3;
private javax.swing.JLabel jLabel4;
private javax.swing.JLabel jLabel5;
private javax.swing.JLabel jLabel6;
private javax.swing.JLabel jLabel7;
private javax.swing.JSeparator jSeparator1;
private javax.swing.JTextField pfTextField;
private javax.swing.JTextField prTextField;
private javax.swing.JTextField ssTextField;
private javax.swing.JTextField trfTextField;
// End of variables declaration//GEN-END:variables
}