GUI

- renamed LW to the correct name
- copied two nets as resources
- removed unnecessary code in NetworkNode
- Created MainGUI
- changed some code in SmileLib

src/main/java/net/berack/upo/ai/Main.java

@@ -1,38 +0,0 @@
-package net.berack.upo.ai;
-
-import java.util.Scanner;
-import java.util.function.Function;
-
-import net.berack.upo.ai.problem1.Puzzle8GUI;
-import net.berack.upo.ai.problem2.TrisGUI;
-
-public class Main {
-
-    public static void main(String[] args) {
-        var value = read("What do you want to play?\n1. Puzzle8\n2. Tris\n", new Scanner(System.in), num -> num > 0 && num < 2);
-        var window = switch (value) {
-            case 1 -> new Puzzle8GUI();
-            case 2 -> new TrisGUI();
-            default -> null;
-        };
-
-        if(window != null) {
-            window.toFront();
-            window.requestFocus();
-        }
-    }
-
-    private static int read(String out, Scanner in, Function<Integer, Boolean> control) {
-        var ret = 0;
-
-        do {
-            try {
-                System.out.print(out);
-                var str = in.nextLine();
-                ret = Integer.parseInt(str);
-            } catch (NumberFormatException ignore) {}
-        } while(!control.apply(ret));
-
-        return ret;
-    }
-}

src/main/java/net/berack/upo/ai/MainGUI.java

@@ -0,0 +1,92 @@
+package net.berack.upo.ai;
+
+import javax.swing.JFrame;
+import javax.swing.JMenu;
+import javax.swing.JMenuBar;
+import javax.swing.JMenuItem;
+import javax.swing.JSeparator;
+
+import net.berack.upo.ai.decision.PrototypeGUI;
+import net.berack.upo.ai.decision.VehicleGUI;
+import net.berack.upo.ai.problem1.Puzzle8GUI;
+import net.berack.upo.ai.problem2.TrisGUI;
+import net.berack.upo.ai.problem3.LikelihoodWeightingGUI;
+
+/**
+ * Classe che rappresenta il main di tutto il progetto
+ * In essa si può navigare in tutti gli esercizi e testarli
+ * @author Berack
+ */
+public class MainGUI extends JFrame {
+
+    public final Puzzle8GUI Puzzle8GUI = new Puzzle8GUI();
+    public final TrisGUI TrisGUI = new TrisGUI();
+    public final LikelihoodWeightingGUI LikelihoodWeightingGUI = new LikelihoodWeightingGUI();
+    public final PrototypeGUI PrototypeGUI = new PrototypeGUI();
+    public final VehicleGUI VehicleGUI = new VehicleGUI();
+
+    public static void main(String[] args) {
+        new MainGUI();
+    }
+
+    private final JMenuBar menuBar = new JMenuBar();
+
+    /**
+     * Crea una finestra con nulla da mostrare, ma si può visualizzare uno degli esercizi tramite
+     * la barre dei menù che permette di cambiare da un esercizio all'altro
+     */
+    private MainGUI() {
+        super("Progetto per AI");
+        this.buildMenu();
+        this.setJMenuBar(menuBar);
+
+        this.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
+        this.setSize(400, 400);
+        this.setResizable(false);
+        this.setLocationRelativeTo(null);
+        this.setVisible(true);
+    }
+
+    /**
+     * Crea la barra dei menu aggiungendo tutti i menù passati in input
+     * @param menus una lista di menù da aggiungere
+     */
+    private void buildMenu(JMenu...menus) {
+        menuBar.removeAll();
+        var menu = new JMenu("View");
+
+        var puzzle = new JMenuItem("Puzzle8 Game");
+        puzzle.addActionListener(action -> this.setPanel(Puzzle8GUI));
+        var tris = new JMenuItem("Tris Game");
+        tris.addActionListener(action -> this.setPanel(TrisGUI));
+        var lw = new JMenuItem("Likelihood Weighting");
+        lw.addActionListener(action -> this.setPanel(LikelihoodWeightingGUI));
+        var prototype = new JMenuItem("Prototype net");
+        prototype.addActionListener(action -> this.setPanel(PrototypeGUI));
+        var vehicle = new JMenuItem("Vehicle net");
+        vehicle.addActionListener(action -> this.setPanel(VehicleGUI));
+
+        menu.add(puzzle);
+        menu.add(tris);
+        menu.add(lw);
+        menu.add(new JSeparator());
+        menu.add(prototype);
+        menu.add(vehicle);
+
+        menuBar.add(menu);
+        for(var m : menus) menuBar.add(m);
+    }
+
+    /**
+     * Cambia il pannello principale con quello passato in input
+     * @param panel il pannello da mostrare
+     */
+    private void setPanel(MyPanel panel) {
+        this.setContentPane(panel);
+        this.buildMenu(panel.getMenu());
+        this.pack();
+        this.invalidate();
+        this.validate();
+        this.repaint();
+    }
+}

src/main/java/net/berack/upo/ai/MyPanel.java

@@ -0,0 +1,20 @@
+package net.berack.upo.ai;
+
+import javax.swing.JMenu;
+import javax.swing.JPanel;
+
+/**
+ * Classe utilizzata per far si che tutti i frame della finestra abbiano lo stesso metodo
+ * per la generazione dei menu.
+ * @author Berack
+ */
+public abstract class MyPanel extends JPanel {
+
+    /**
+     * Crea un menu da aggiungere alla lista, in modo che appaia solamente quando
+     * la finestra venga utilizzata.
+     * Questo metodo viene usato solo dalla finestra MainGUI
+     * @return il menu contestuale da aggiungere
+     */
+    abstract public JMenu getMenu();
+}

src/main/java/net/berack/upo/ai/decision/ConsoleInterface.java

@@ -1,5 +0,0 @@
-package net.berack.upo.ai.decision;
-
-public class ConsoleInterface {
-
-}

src/main/java/net/berack/upo/ai/decision/PrototypeGUI.java

@@ -0,0 +1,20 @@
+package net.berack.upo.ai.decision;
+
+import javax.swing.JMenu;
+
+import net.berack.upo.ai.MyPanel;
+
+/**
+ * Classe che mostra le decisioni possibili, insieme ai guadagni
+ * per la rete Prototipo.xdsl
+ * @author Berack
+ */
+public class PrototypeGUI extends MyPanel {
+
+    @Override
+    public JMenu getMenu() {
+        // TODO Auto-generated method stub
+        throw new UnsupportedOperationException("Unimplemented method 'getMenu'");
+    }
+
+}

src/main/java/net/berack/upo/ai/decision/VehicleGUI.java

@@ -0,0 +1,19 @@
+package net.berack.upo.ai.decision;
+
+import javax.swing.JMenu;
+
+import net.berack.upo.ai.MyPanel;
+
+/**
+ * Classe che mostra le decisioni possibili, insieme ai guadagni
+ * per la rete Veicolo.xdsl
+ */
+public class VehicleGUI extends MyPanel {
+
+    @Override
+    public JMenu getMenu() {
+        // TODO Auto-generated method stub
+        throw new UnsupportedOperationException("Unimplemented method 'getMenu'");
+    }
+
+}

src/main/java/net/berack/upo/ai/problem1/Puzzle8GUI.java

@@ -1,31 +1,25 @@
 package net.berack.upo.ai.problem1;
 
-import javax.swing.ImageIcon;
-import javax.swing.JButton;
-import javax.swing.JFrame;
-import javax.swing.JMenu;
-import javax.swing.JMenuBar;
-import javax.swing.JMenuItem;
-import javax.swing.JPanel;
-
-import net.berack.upo.ai.problem1.Puzzle8.Move;
-
 import java.awt.Color;
 import java.awt.GridLayout;
 import java.util.ArrayList;
 import java.util.List;
 
+import javax.swing.ImageIcon;
+import javax.swing.JButton;
+import javax.swing.JMenu;
+import javax.swing.JMenuItem;
+
+import net.berack.upo.ai.MyPanel;
+import net.berack.upo.ai.problem1.Puzzle8.Move;
+
 /**
  * Classe che permette di visualizzare graficamente il gioco Puzzle8
  * In questa classe si trova un main che crea una istanza di questa finestra
  * 
  * @author Berack96
  */
-public class Puzzle8GUI extends JFrame {
-
-    public static void main(String[] args) {
-        new Puzzle8GUI();
-    }
+public class Puzzle8GUI extends MyPanel {
 
     /**
      * Carica staticamente le immagini necessarie per giocare al gioco
@@ -50,49 +44,20 @@ public class Puzzle8GUI extends JFrame {
      * Come default viene creato il puzzle "GOAL" ovvero non mescolato.
      */
     public Puzzle8GUI() {
-        super("Puzzle 8 game");
+        super();
 
         var grid = new GridLayout(Puzzle8.LENGTH, Puzzle8.LENGTH);
         grid.setHgap(6);
         grid.setVgap(grid.getHgap());
 
-        var panel = new JPanel(grid);
+        this.setLayout(grid);
         for(var i = 0; i < Puzzle8.LENGTH; i++) {
             for(var j = 0; j < Puzzle8.LENGTH; j++) {
                 var comp = new MyComponent(Puzzle8.LENGTH, j, i);
-                panel.add(comp);
+                this.add(comp);
                 this.buttons[j][i] = comp;
             }
         }
-
-        this.add(panel);
-        this.attachMenu();
-
-        this.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
-        this.pack();
-        this.setResizable(false);
-        this.setLocationRelativeTo(null);
-        this.setVisible(true);
-    }
-
-    /**
-     * Metodo utile per non mettere tutto nel costruttore.
-     * Qui viene creata la menubar
-     */
-    private void attachMenu() {
-        var menuBar = new JMenuBar();
-
-        var menu1 = new JMenu("Game");
-        var item1 = new JMenuItem("Shuffle");
-        item1.addActionListener(action -> this.shuffleGame());
-        menu1.add(item1);
-
-        var item2 = new JMenuItem("Show solution");
-        item2.addActionListener(action -> this.solveGame());
-        menu1.add(item2);
-
-        menuBar.add(menu1);
-        this.setJMenuBar(menuBar);
     }
 
     /**
@@ -194,4 +159,18 @@ public class Puzzle8GUI extends JFrame {
             });
         }
     }
+
+    @Override
+    public JMenu getMenu() {
+        var menu = new JMenu("Game");
+        var item1 = new JMenuItem("Shuffle");
+        item1.addActionListener(action -> this.shuffleGame());
+        menu.add(item1);
+
+        var item2 = new JMenuItem("Show solution");
+        item2.addActionListener(action -> this.solveGame());
+        menu.add(item2);
+
+        return menu;
+    }
 }

src/main/java/net/berack/upo/ai/problem2/TrisGUI.java

@@ -1,18 +1,17 @@
 package net.berack.upo.ai.problem2;
 
+import java.awt.Color;
+import java.awt.GridLayout;
+
 import javax.swing.BorderFactory;
 import javax.swing.ImageIcon;
 import javax.swing.JButton;
 import javax.swing.JCheckBoxMenuItem;
-import javax.swing.JFrame;
 import javax.swing.JMenu;
-import javax.swing.JMenuBar;
 import javax.swing.JMenuItem;
-import javax.swing.JPanel;
 import javax.swing.JSeparator;
 
-import java.awt.Color;
-import java.awt.GridLayout;
+import net.berack.upo.ai.MyPanel;
 
 /**
  * Classe che permette di visualizzare graficamente il gioco Tris
@@ -20,11 +19,7 @@ import java.awt.GridLayout;
  * 
  * @author Berack96
  */
-public class TrisGUI extends JFrame {
-
-    public static void main(String[] args) {
-        new TrisGUI();
-    }
+public class TrisGUI extends MyPanel {
 
     /**
      * Caricamento statico delle immagini
@@ -57,54 +52,17 @@ public class TrisGUI extends JFrame {
      * Come default viene abilitata la AI come secondo giocatore.
      */
     public TrisGUI() {
-        super("Tris");
+        super();
 
         var grid = new GridLayout(Tris.LENGTH, Tris.LENGTH);
-        var panel = new JPanel(grid);
+        this.setLayout(grid);
         for(var i = 0; i < Tris.LENGTH; i++) {
             for(var j = 0; j < Tris.LENGTH; j++) {
                 var comp = new MyComponent(Tris.LENGTH, j, i);
-                panel.add(comp);
+                this.add(comp);
                 this.buttons[j][i] = comp;
             }
         }
-
-        this.add(panel);
-        this.attachMenu();
-
-        this.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
-        this.pack();
-        this.setResizable(false);
-        this.setLocationRelativeTo(null);
-        this.setVisible(true);
-    }
-
-    /**
-     * Metodo utile per non mettere tutto nel costruttore.
-     * Qui viene creata la menubar
-     */
-    private void attachMenu() {
-        var menuBar = new JMenuBar();
-
-        var menu1 = new JMenu("Game");
-        var item1 = new JMenuItem("Reset");
-        item1.addActionListener(action -> this.reset());
-        menu1.add(item1);
-
-        var separator = new JSeparator();
-        menu1.add(separator);
-
-        var item2 = new JCheckBoxMenuItem("AI Enabled");
-        item2.setSelected(this.ai != null);
-        item2.addChangeListener(action -> this.ai = item2.getState()? new TrisAi(this.tris):null);
-        menu1.add(item2);
-
-        this.aiFirst = new JCheckBoxMenuItem("AI First");
-        this.aiFirst.setSelected(false);
-        menu1.add(this.aiFirst);
-
-        menuBar.add(menu1);
-        this.setJMenuBar(menuBar);
     }
 
     /**
@@ -175,4 +133,26 @@ public class TrisGUI extends JFrame {
             });
         }
     }
+
+    @Override
+    public JMenu getMenu() {
+        var menu = new JMenu("Game");
+        var item1 = new JMenuItem("Reset");
+        item1.addActionListener(action -> this.reset());
+        menu.add(item1);
+
+        var separator = new JSeparator();
+        menu.add(separator);
+
+        var item2 = new JCheckBoxMenuItem("AI Enabled");
+        item2.setSelected(this.ai != null);
+        item2.addChangeListener(action -> this.ai = item2.getState()? new TrisAi(this.tris):null);
+        menu.add(item2);
+
+        this.aiFirst = new JCheckBoxMenuItem("AI First");
+        this.aiFirst.setSelected(false);
+        menu.add(this.aiFirst);
+
+        return menu;
+    }
 }

src/main/java/net/berack/upo/ai/problem3/LikelihoodWeighting.java

@@ -1,16 +1,18 @@
 package net.berack.upo.ai.problem3;
 
 import java.security.SecureRandom;
+import java.util.Collection;
 import java.util.HashMap;
 import java.util.Map;
 import java.util.Objects;
+
 import smile.Network;
 
 /**
- * Calcolo dei valori tramite l'algoritmo del Likelyhood Weighting
+ * Calcolo dei valori tramite l'algoritmo del Likelihood Weighting
  * @author Berack
  */
-public class LikelyhoodWeighting {
+public class LikelihoodWeighting {
 
     public final Network net;
     private final Map<Integer, NetworkNode> nodes = new HashMap<>();
@@ -19,14 +21,14 @@ public class LikelyhoodWeighting {
      * Inizializza un nuovo oggetto che calcolerà i valori per la rete inserita
      * @param net la rete a cui calcolare i valori
      */
-    public LikelyhoodWeighting(Network net) {
+    public LikelihoodWeighting(Network net) {
         this.net = Objects.requireNonNull(net);
     }
 
     /**
      * Recupera i valori del nodo dopo averli calcolati
      * Nel caso in cui non si abbia ancora fatto {@link #updateNetwork(int)} allora restituirà
-     * una eccezione di tiop UnsupportedOperationException
+     * una eccezione di tipo UnsupportedOperationException
      * @param node il nodo da vedere
      * @return l'array di valori da restituire
      */
@@ -35,6 +37,17 @@ public class LikelyhoodWeighting {
         return nodes.get(node).values;
     }
 
+    /**
+     * Permette di recuperare tutti i nodi.
+     * Nel caso in cui non si abbia ancora fatto {@link #updateNetwork(int)} allora restituirà
+     * una eccezione di tipo UnsupportedOperationException
+     * @return Una collezione di tutti i nodi.
+     */
+    public Collection<NetworkNode> getAllNodes() {
+        if(nodes.size() == 0) throw new UnsupportedOperationException("You should run first updateNetwork method");
+        return this.nodes.values();
+    }
+
     /**
      * Calcola i valori possibili per la rete.
      * Per poterli vedere utilizzare il metodo {@link #getNodeValue(int)}
@@ -74,4 +87,9 @@ public class LikelyhoodWeighting {
                     node.values[i] /= sum;
         }
     }
+
+    @Override
+    public String toString() {
+        return this.nodes.values().toString();
+    }
 }

src/main/java/net/berack/upo/ai/problem3/LikelihoodWeightingGUI.java

@@ -0,0 +1,141 @@
+package net.berack.upo.ai.problem3;
+
+import java.awt.Dimension;
+import java.awt.FileDialog;
+import java.awt.Font;
+
+import javax.swing.GroupLayout;
+import javax.swing.JFrame;
+import javax.swing.JLabel;
+import javax.swing.JMenu;
+import javax.swing.JMenuItem;
+import javax.swing.JPanel;
+import javax.swing.JSeparator;
+
+import net.berack.upo.ai.MyPanel;
+
+/**
+ * Classe usata per far vedere il risultato di una run di lw su un network
+ * @author Berack
+ */
+public class LikelihoodWeightingGUI extends MyPanel {
+
+    private LikelihoodWeighting lw = null;
+
+    private final JPanel scroll = new JPanel();
+    private final int totalRuns = 1000;
+
+    /**
+     * Crea il pannello con gli elementi di default.
+     * Siccome non c'è nessun network, il pannello sarà vuoto finchè non si apriranno dei network
+     */
+    public LikelihoodWeightingGUI() {
+        this.scroll.setPreferredSize(new Dimension(500, 400));
+        this.add(this.scroll);
+    }
+
+    /**
+     * Crea una finestra di dialog per la richiesta di un file.
+     * Il file richiesto è in forma .xdsl
+     */
+    public void openFile() {
+        var parent = this.getParent();
+        while(parent.getParent() != null) parent = parent.getParent();
+        if(!(parent instanceof JFrame)) throw new IllegalArgumentException(parent.getClass().getName());
+
+        var dialog = new FileDialog((JFrame) parent, "Select net");
+        dialog.setLocationRelativeTo(null);
+        dialog.setFile("*.xdsl");
+        dialog.setMode(FileDialog.LOAD);
+        dialog.setVisible(true);
+
+        if(dialog.getFile() != null) this.openFile(dialog.getDirectory() + dialog.getFile());
+    }
+
+    /**
+     * Carica il file indicato nella finestra, esegue l'algoritmo e mostra i risultati
+     * @param fileName il nome del file
+     */
+    public void openFile(String fileName) {
+
+        try {
+            var net = SmileLib.getNetworkFrom(fileName);
+            this.lw = new LikelihoodWeighting(net);
+            this.updateLW();
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+
+    /**
+     * Esegue l'algoritmo sul network corrente e mostra i risultati
+     */
+    private void updateLW() {
+        this.lw.updateNetwork(totalRuns);
+
+        var nodes = this.lw.getAllNodes();
+        var panel = new JPanel();
+        var layout = new GroupLayout(panel);
+
+        panel.setLayout(layout);
+        layout.setAutoCreateGaps(true);
+
+        var gLabel = layout.createParallelGroup();
+        var gBarch = layout.createParallelGroup();
+        var vGroup = layout.createSequentialGroup();
+
+        for(var node : nodes) {
+            var label = new JLabel(node.name);
+            var barch = new OutcomeChartGUI(node, i -> {
+                if(node.evidence == i) node.net.clearEvidence(node.handle);
+                else node.net.setEvidence(node.handle, i);
+                this.updateLW();
+            });
+
+            var font = label.getFont();
+            label.setFont(new Font(font.getName(), font.getStyle(), font.getSize() + 4));
+
+            gLabel.addComponent(label);
+            gBarch.addComponent(barch);
+            vGroup.addGroup(layout.createParallelGroup()
+                .addComponent(label)
+                .addComponent(barch));
+        }
+
+        var hGroup = layout.createSequentialGroup();
+        hGroup.addGroup(gLabel).addGroup(gBarch);
+
+        layout.setVerticalGroup(vGroup);
+        layout.setHorizontalGroup(hGroup);
+
+        this.scroll.removeAll();
+        this.scroll.add(panel);
+        this.repaint();
+
+        this.invalidate();
+        this.validate();
+        this.repaint();
+    }
+
+    @Override
+    public JMenu getMenu() {
+        var menu = new JMenu("File");
+
+        var open = new JMenuItem("Open");
+        open.addActionListener(action -> this.openFile());
+
+        var net1 = new JMenuItem("WetGrass net");
+        net1.addActionListener(action -> this.openFile("lw/WetGrass.xdsl"));
+
+        var net2 = new JMenuItem("Malaria net");
+        net2.addActionListener(action -> this.openFile("lw/Malaria.xdsl"));
+
+
+        menu.add(open);
+        menu.add(new JSeparator());
+        menu.add(net1);
+        menu.add(net2);
+
+        return menu;
+    }
+}

src/main/java/net/berack/upo/ai/problem3/NetworkNode.java

@@ -16,6 +16,7 @@ import smile.Network;
 public class NetworkNode {
 
     final int handle;
+    final String name;
     final String[] outcomes;
     final double[] definition;
     final int evidence;
@@ -36,12 +37,16 @@ public class NetworkNode {
     NetworkNode(Network net, int handle, Map<Integer, NetworkNode> nodes) {
         this.handle = handle;
         this.type = net.getNodeType(handle);
+        this.name = net.getNodeId(handle);
         this.net = net;
 
         this.outcomes = net.getOutcomeIds(handle);
         this.values = new double[this.outcomes.length];
         this.evidence = net.isEvidence(handle)? net.getEvidence(handle) : -1;
-        if(this.isEvidence()) this.values[this.evidence] = 1.0d;
+        if(this.isEvidence()) {
+            this.values[this.evidence] = 1.0d;
+            this.sample = this.evidence;
+        }
 
         var parentsHandle = net.getParents(handle);
         this.parents = new NetworkNode[parentsHandle.length];
@@ -111,11 +116,10 @@ public class NetworkNode {
         var tot = this.definition.length;
 
         for(var p : this.parents) {
-            var pIndex = p.isEvidence()? p.evidence : p.sample;
-            if(pIndex < 0) throw new IllegalArgumentException("Parent"); // in theory impossible since Topological sorted
+            if(p.sample < 0) throw new IllegalArgumentException("Parent"); // in theory impossible since Topological sorted
 
             tot /= p.outcomes.length;
-            init += tot * pIndex;
+            init += tot * p.sample;
         }
 
         return init;
@@ -132,4 +136,9 @@ public class NetworkNode {
 
         return true;
     }
+
+    @Override
+    public String toString() {
+        return this.net.getNodeId(this.handle) + "->" + Arrays.toString(this.values);
+    }
 }

src/main/java/net/berack/upo/ai/problem3/OutcomeChartGUI.java

@@ -0,0 +1,79 @@
+package net.berack.upo.ai.problem3;
+
+import java.awt.BorderLayout;
+import java.awt.Color;
+import java.awt.GridLayout;
+import java.awt.Label;
+import java.util.function.Consumer;
+
+import javax.swing.BorderFactory;
+import javax.swing.JButton;
+import javax.swing.JPanel;
+import javax.swing.border.EmptyBorder;
+
+/**
+ * Classe che rappresenta gli outcome di un nodo di un network.
+ * I valori deli outcome vengono visualizzati con un grafico.
+ * @author Berack
+ */
+public class OutcomeChartGUI extends JPanel {
+    public static final Color[] COLORS = {
+        new Color(255,127,0),
+        new Color(0,127,255),
+        new Color(0,255,127),
+        new Color(255,0,127),
+        new Color(127,0,255),
+        new Color(127,255,0),
+    };
+
+    /**
+     * Crea il JPanel da visualizzare a partire da un NetworkNode appropriamente inizializzato.
+     * Quando verrà visualizzato, il nodo avrà il nome degli output e i suoi valori in %
+     * con una barra colorata per indicare la grandezza visivamente.
+     * 
+     * @param node il nodo di cui si vogliono visualizzare gli outcome
+     * @param action una azione da fare nel caso in cui venga premuto su un outcome
+     */
+    public OutcomeChartGUI(NetworkNode node, Consumer<Integer> action) {
+        var labels = node.outcomes;
+        var values = node.values;
+
+        if(labels.length != values.length) throw new IllegalArgumentException("Arrays length myst be equals!");
+        this.setBorder(BorderFactory.createCompoundBorder(new EmptyBorder(1, 0, 0, 0), BorderFactory.createLineBorder(Color.GRAY)));
+
+        var layout = new GridLayout(labels.length, 2);
+        this.setLayout(layout);
+
+        for(var i = 0; i < labels.length; i++) {
+            var value = values[i] * 100;
+
+            var lName = new JButton(labels[i]);
+            var lValue = new Label(String.format("% 4.2f%%", value));
+            var barchart = new Label();
+            var size = barchart.getPreferredSize();
+
+            final var index = i;
+            lName.setContentAreaFilled(false);
+            lName.setFocusable(false);
+            lName.addActionListener(a -> action.accept(index));
+            if(node.evidence == i) lName.setForeground(Color.RED);
+
+            size.width = (int) (value * 1.5);
+            barchart.setPreferredSize(size);
+            barchart.setBackground(COLORS[i % COLORS.length]);
+
+
+            var panel1 = new JPanel();
+            panel1.setLayout(new GridLayout(1, 2));
+            panel1.add(lName);
+            panel1.add(lValue);
+
+            var panel2 = new JPanel();
+            panel2.setLayout(new BorderLayout());
+            panel2.add(barchart, BorderLayout.LINE_START);
+
+            this.add(panel1);
+            this.add(panel2);
+        }
+    }
+}

src/main/java/net/berack/upo/ai/problem3/SmileLib.java

@@ -1,9 +1,11 @@
 package net.berack.upo.ai.problem3;
 
-import java.net.URLDecoder;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Path;
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
+
 import smile.Network;
 
 /**
@@ -18,18 +20,19 @@ import smile.Network;
  */
 public class SmileLib {
 
-    public static final String RESOURCE_PATH;
     static {
-        var loader = SmileLib.class.getClassLoader();
-        var wrongPath = loader.getResource("").getFile();
-        var path = wrongPath.substring(1);
         try {
-            RESOURCE_PATH = URLDecoder.decode(path, "ASCII");
+            var jsmile = "jsmile";
+            var loader = SmileLib.class.getClassLoader();
+            var resource = loader.getResource(jsmile);
+            var uri = resource.toURI();
+            var path = Path.of(uri).toString();
+            System.setProperty("jsmile.native.library", path);
         } catch (Exception e) {
-            throw new RuntimeException("Decodification of path failed!\n" + e.getMessage());
+            e.printStackTrace();
+            System.exit(0);
         }
 
-        System.setProperty("jsmile.native.library", RESOURCE_PATH + "jsmile");
         new smile.License(
             "SMILE LICENSE 02a07eb5 5c5fa64a 2a276459 " +
             "THIS IS AN ACADEMIC LICENSE AND CAN BE USED " +
@@ -60,8 +63,12 @@ public class SmileLib {
     public static Network getNetworkFrom(String file) {
         var net = new Network();
         try {
-            net.readFile(RESOURCE_PATH + file);
-        } catch (smile.SMILEException e) {
+            var loader = SmileLib.class.getClassLoader();
+            var in = loader.getResourceAsStream(file);
+            var str = new String(in.readAllBytes(), StandardCharsets.UTF_8);
+
+            net.readString(str);
+        } catch (Exception e) {
             net.readFile(file);
         }
 
@@ -78,15 +85,15 @@ public class SmileLib {
      * @return una lista ordinata di nodi
      */
     public static List<NetworkNode> buildListFrom(Network net) {
-            var nodes = new HashMap<Integer, NetworkNode>();
-            var list = new ArrayList<NetworkNode>();
+        var nodes = new HashMap<Integer, NetworkNode>();
+        var list = new ArrayList<NetworkNode>();
 
-            for(var handle : net.getAllNodes()) {
-                var node = new NetworkNode(net, handle, nodes);
-                list.add(node);
-                nodes.put(handle, node);
-            }
-
-            return list;
+        for(var handle : net.getAllNodes()) {
+            var node = new NetworkNode(net, handle, nodes);
+            list.add(node);
+            nodes.put(handle, node);
         }
+
+        return list;
+    }
 }

src/main/resources/Prototipo.xdsl

@@ -35,18 +35,27 @@
 			<state id="Basso" />
 			<state id="Alto" />
 			<parents>Domanda_Mercato Qualità_Prodotto</parents>
-			<probabilities>0.9 0.09 0.01 0.5 0.35 0.15 0.1 0.2 0.7 0.01 0.09 0.9</probabilities>
+			<probabilities>0.99 0.008999999999999999 0.001 0.85 0.145 0.005 0.1 0.8 0.1 0.001 0.85 0.149</probabilities>
 		</cpt>
+		<decision id="Produzione">
+			<state id="Si" />
+			<state id="No" />
+			<parents>Migliorare_la_Qualià Effettuare_la_Ricerca</parents>
+		</decision>
 		<utility id="Valore_Profitto">
-			<parents>Profitto</parents>
-			<utilities>-2500 10000 50000</utilities>
+			<parents>Produzione Profitto</parents>
+			<utilities>0 10000 50000 0 0 0</utilities>
 		</utility>
 		<cpt id="Ricerca_di_Mercato">
 			<state id="Bassa" />
 			<state id="Alta" />
 			<parents>Effettuare_la_Ricerca Domanda_Mercato</parents>
-			<probabilities>0.9 0.09999999999999998 0.1 0.9 0.5 0.5 0.5 0.5</probabilities>
+			<probabilities>0.9 0.1 0.1 0.9 0.5 0.5 0.5 0.5</probabilities>
 		</cpt>
+		<utility id="Costo_Produzione">
+			<parents>Produzione</parents>
+			<utilities>-2500 0</utilities>
+		</utility>
 	</nodes>
 	<extensions>
 		<genie version="1.0" app="GeNIe 4.1.3402.0 ACADEMIC" name="Prototipo">
@@ -64,7 +73,7 @@
 				<interior color="e5f6f7" />
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
-				<position>577 90 674 150</position>
+				<position>577 91 674 151</position>
 				<barchart active="true" width="128" height="64" />
 			</node>
 			<node id="Effettuare_la_Ricerca">
@@ -72,7 +81,7 @@
 				<interior color="e5f6f7" />
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
-				<position>210 84 291 150</position>
+				<position>209 88 290 154</position>
 				<barchart active="true" width="128" height="64" />
 			</node>
 			<node id="Migliorare_la_Qualià">
@@ -89,7 +98,7 @@
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
 				<position>40 104 118 140</position>
-				<barchart active="true" />
+				<barchart active="true" width="128" height="72" />
 			</node>
 			<node id="Costo_Prototipo">
 				<name>Costo Prototipo</name>
@@ -115,13 +124,29 @@
 				<position>589 347 661 379</position>
 				<barchart active="true" width="128" height="64" />
 			</node>
+			<node id="Produzione">
+				<name>Produzione</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="8" />
+				<position>221 350 287 376</position>
+				<barchart active="true" width="128" height="64" />
+			</node>
 			<node id="Ricerca_di_Mercato">
 				<name>Ricerca di Mercato</name>
 				<interior color="e5f6f7" />
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
-				<position>385 90 472 150</position>
-				<barchart active="true" width="128" height="64" />
+				<position>383 90 484 153</position>
+				<barchart active="true" />
+			</node>
+			<node id="Costo_Produzione">
+				<name>Costo Produzione</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="8" />
+				<position>44 337 132 390</position>
+				<barchart active="true" />
 			</node>
 		</genie>
 	</extensions>

src/main/resources/Veicolo.xdsl

@@ -11,12 +11,12 @@
 		<cpt id="Condizioni_Meteo" dynamic="plate">
 			<state id="Normale" />
 			<state id="Umido" />
-			<probabilities>0.9 0.1</probabilities>
+			<probabilities>0.5 0.5</probabilities>
 		</cpt>
 		<cpt id="Stato_Terreno" dynamic="plate">
 			<state id="Normale" />
 			<state id="Sconnesso" />
-			<probabilities>1 0</probabilities>
+			<probabilities>0.5 0.5</probabilities>
 		</cpt>
 		<noisymax id="Guasto" dynamic="plate">
 			<state id="Si" />
@@ -31,7 +31,7 @@
 			<state id="Ottima" />
 			<parents>Guasto Condizioni_Meteo Stato_Terreno</parents>
 			<strengths>0 1 1 0 1 0</strengths>
-			<parameters>1 0 0 0 0 1 0.3 0.15 0.5499999999999999 0 0 1 0.6 0.3 0.1 0 0 1 0 0 1</parameters>
+			<parameters>1 0 0 0 0 1 0.3 0.15 0.5499999999999999 0 0 1 0.6 0.3 0.1 0 0 1 0.000299999999999967 0.0007 0.999</parameters>
 		</noisymax>
 		<cpt id="Sensore_Posizione" dynamic="plate">
 			<state id="Left" />
@@ -50,11 +50,22 @@
 			<parents>Posizione</parents>
 			<utilities>-100 100 -100</utilities>
 		</utility>
+		<cpt id="Posizione_Finale" dynamic="terminal">
+			<state id="Left" />
+			<state id="Middle" />
+			<state id="Right" />
+			<parents>Comando Posizione</parents>
+			<probabilities>0.9 0.05 0.04999999999999998 0.9 0.05 0.05 0.05 0.9 0.05 0.9 0.05 0.05 0.04999999999999998 0.9 0.05 0.04999999999999993 0.05 0.9 0.05 0.9 0.05 0.05 0.05 0.9 0.05 0.05 0.9</probabilities>
+		</cpt>
+		<utility id="Utilità_2" dynamic="terminal">
+			<parents>Posizione_Finale</parents>
+			<utilities>-100 100 -100</utilities>
+		</utility>
 	</nodes>
 	<dynamic numslices="5">
 		<cpt id="Posizione" order="1">
 			<parents>Posizione Comando</parents>
-			<probabilities>0.9 0.1 0 0.9 0.1 0 0.1 0.9 0 0.9 0.05 0.05 0.04999999999999998 0.9 0.05 0.04999999999999993 0.05 0.9 0 0.9 0.1 0 0.1 0.9 0 0.1 0.9</probabilities>
+			<probabilities>0.9 0.05 0.04999999999999998 0.9 0.05 0.05 0.05 0.9 0.05 0.9 0.05 0.05 0.04999999999999998 0.9 0.05 0.04999999999999993 0.05 0.9 0.05 0.9 0.05 0.05 0.05 0.9 0.05 0.05 0.9</probabilities>
 		</cpt>
 		<cpt id="Condizioni_Meteo" order="1">
 			<parents>Condizioni_Meteo</parents>
@@ -64,6 +75,14 @@
 			<parents>Stato_Terreno</parents>
 			<probabilities>0.8 0.2 0.7 0.3</probabilities>
 		</cpt>
+		<noisymax id="Guasto" order="1">
+			<parents>Guasto</parents>
+			<strengths>1 0 1 0 0 1</strengths>
+			<parameters>0.1 0.9 0 1 0.5 0.5 0 1 1 0 0 1 0.001 0.999</parameters>
+		</noisymax>
+		<decision id="Comando" order="1">
+			<parents>Comando</parents>
+		</decision>
 	</dynamic>
 	<extensions>
 		<genie version="1.0" app="GeNIe 4.1.3402.0 ACADEMIC" name="Veicolo">
@@ -74,7 +93,7 @@
 				<interior color="e5f6f7" />
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
-				<position>312 320 402 362</position>
+				<position>308 292 398 334</position>
 				<barchart width="128" height="108" />
 			</node>
 			<node id="Posizione">
@@ -82,16 +101,16 @@
 				<interior color="e5f6f7" />
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
-				<position>231 460 307 506</position>
-				<barchart active="true" width="128" height="108" />
+				<position>232 386 308 432</position>
+				<barchart width="128" height="108" />
 			</node>
 			<node id="Sensore_Posizione">
 				<name>Sensore Posizione</name>
 				<interior color="e5f6f7" />
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
-				<position>148 318 223 370</position>
-				<barchart active="true" width="128" height="108" />
+				<position>148 285 223 337</position>
+				<barchart width="128" height="108" />
 			</node>
 			<node id="Accuratezza_Sensore">
 				<name>Accuratezza Sensore</name>
@@ -99,7 +118,7 @@
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
 				<position>142 179 228 229</position>
-				<barchart active="true" width="128" height="108" />
+				<barchart width="128" height="108" />
 			</node>
 			<node id="Condizioni_Meteo">
 				<name>Condizioni Meteo</name>
@@ -107,7 +126,7 @@
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
 				<position>140 47 231 103</position>
-				<barchart active="true" width="128" height="78" />
+				<barchart width="128" height="78" />
 			</node>
 			<node id="Stato_Terreno">
 				<name>Stato Terreno</name>
@@ -115,7 +134,7 @@
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
 				<position>314 180 392 228</position>
-				<barchart active="true" width="128" height="78" />
+				<barchart width="128" height="78" />
 			</node>
 			<node id="Guasto">
 				<name>Guasto</name>
@@ -123,14 +142,30 @@
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
 				<position>313 51 393 100</position>
-				<barchart active="true" width="128" height="78" />
+				<barchart width="128" height="78" />
 			</node>
 			<node id="Utilità">
 				<name>Utilità</name>
 				<interior color="e5f6f7" />
 				<outline color="000080" />
 				<font color="000000" name="Arial" size="8" />
-				<position>382 406 453 450</position>
+				<position>234 507 305 551</position>
+				<barchart width="128" height="64" />
+			</node>
+			<node id="Posizione_Finale">
+				<name>Posizione Finale</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="8" />
+				<position>625 289 701 335</position>
+				<barchart width="128" height="108" />
+			</node>
+			<node id="Utilità_2">
+				<name>Utilità Finale</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="8" />
+				<position>629 386 700 430</position>
 				<barchart width="128" height="64" />
 			</node>
 		</genie>

src/main/resources/lw/Malaria.xdsl

@@ -0,0 +1,56 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- This network was created in GeNIe Academic, which can be used for academic teaching and research purposes only -->
+<smile version="1.0" id="Malaria" numsamples="10000" discsamples="10000">
+	<nodes>
+		<cpt id="Infliuenza">
+			<state id="forte" />
+			<state id="leggera" />
+			<state id="assente" />
+			<probabilities>0.3333333333333333 0.3333333333333333 0.3333333333333334</probabilities>
+			<property id="DSL_OUTCOME_ORDER">-1</property>
+		</cpt>
+		<cpt id="Malaria">
+			<state id="presente" />
+			<state id="assente" />
+			<probabilities>0.5 0.5</probabilities>
+			<property id="DSL_OUTCOME_ORDER">-1</property>
+		</cpt>
+		<noisymax id="Febbre">
+			<state id="alta" />
+			<state id="bassa" />
+			<state id="assente" />
+			<parents>Infliuenza Malaria</parents>
+			<strengths>0 1 2 0 1</strengths>
+			<parameters>0.99 0.01 0 0.4 0.55 0.04999999999999993 0 0 1 0.999 0.001 0 0 0 1 0.01000000000000001 0.09999999999999998 0.89</parameters>
+			<property id="DSL_OUTCOME_ORDER">-1</property>
+		</noisymax>
+	</nodes>
+	<extensions>
+		<genie version="1.0" app="GeNIe 4.1.3402.0 ACADEMIC" name="Malaria">
+			<node id="Infliuenza">
+				<name>Infliuenza</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="14" />
+				<position>338 118 434 178</position>
+				<barchart active="true" width="179" height="104" />
+			</node>
+			<node id="Malaria">
+				<name>Malaria</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="14" />
+				<position>645 111 723 159</position>
+				<barchart active="true" width="177" height="78" />
+			</node>
+			<node id="Febbre">
+				<name>Febbre</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="14" />
+				<position>524 310 605 360</position>
+				<barchart active="true" width="183" height="110" />
+			</node>
+		</genie>
+	</extensions>
+</smile>

src/main/resources/lw/WetGrass.xdsl

@@ -0,0 +1,65 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- This network was created in GeNIe Academic, which can be used for academic teaching and research purposes only -->
+<smile version="1.0" id="WetGrass" numsamples="10000" discsamples="10000">
+	<nodes>
+		<cpt id="Cloudy">
+			<state id="Si" />
+			<state id="No" />
+			<probabilities>0.4 0.6</probabilities>
+		</cpt>
+		<cpt id="Rain">
+			<state id="Si" />
+			<state id="No" />
+			<parents>Cloudy</parents>
+			<probabilities>0.7000000000000001 0.3 0.4 0.6</probabilities>
+		</cpt>
+		<cpt id="Sprinkler">
+			<state id="On" />
+			<state id="Off" />
+			<parents>Cloudy</parents>
+			<probabilities>0.1 0.9 0.5 0.5</probabilities>
+		</cpt>
+		<cpt id="Wet_Grass">
+			<state id="Bagnata" />
+			<state id="Asciutta" />
+			<parents>Sprinkler Rain</parents>
+			<probabilities>0.99 0.01000000000000001 0.85 0.15 0.9 0.09999999999999998 0.1 0.9</probabilities>
+		</cpt>
+	</nodes>
+	<extensions>
+		<genie version="1.0" app="GeNIe 4.1.3402.0 ACADEMIC" name="WetGrass">
+			<node id="Cloudy">
+				<name>Cloudy</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="8" />
+				<position>189 22 271 83</position>
+				<barchart active="true" width="128" height="64" />
+			</node>
+			<node id="Rain">
+				<name>Rain</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="8" />
+				<position>337 157 412 213</position>
+				<barchart active="true" width="128" height="64" />
+			</node>
+			<node id="Sprinkler">
+				<name>Sprinkler</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="8" />
+				<position>43 156 134 222</position>
+				<barchart active="true" width="128" height="64" />
+			</node>
+			<node id="Wet_Grass">
+				<name>Wet Grass</name>
+				<interior color="e5f6f7" />
+				<outline color="000080" />
+				<font color="000000" name="Arial" size="8" />
+				<position>186 277 284 348</position>
+				<barchart active="true" width="128" height="64" />
+			</node>
+		</genie>
+	</extensions>
+</smile>

src/test/java/net/berack/upo/ai/problem3/LWTest.java

@@ -8,7 +8,7 @@ import smile.Network;
 
 public class LWTest {
 
-    // 3% difference max (it is a lot but is fair)
+    // 5% difference max (it is a lot but is fair)
     public static final float DELTA = 0.05f;
 
     @Test
@@ -44,7 +44,7 @@ public class LWTest {
     }
 
     private void checkNodesValues(Network net) {
-        var lw = new LikelyhoodWeighting(net);
+        var lw = new LikelihoodWeighting(net);
 
         net.updateBeliefs();
         lw.updateNetwork(1000);