New updates.

src/main/org/insa/algo/AbstractInputData.java

@@ -2,6 +2,7 @@ package org.insa.algo;
 
 import org.insa.graph.Arc;
 import org.insa.graph.Graph;
+import org.insa.graph.GraphStatistics;
 
 /**
  * Base class for algorithm input data classes. This class contains the basic
@@ -12,77 +13,29 @@ import org.insa.graph.Graph;
 public abstract class AbstractInputData {
 
     /**
-     * Mode for computing costs on the arc (time or length).
+     * Enum specifying the top mode of the algorithms.
      * 
+     * @see ArcInspector
      */
     public enum Mode {
         TIME, LENGTH
     }
 
-    /**
-     * Filtering interface for arcs - This class can be used to indicate to an
-     * algorithm which arc can be used.
-     *
-     */
-    public interface ArcFilter {
-
-        /**
-         * Check if the given arc can be used (is allowed).
-         * 
-         * @param arc Arc to check.
-         * 
-         * @return true if the given arc is allowed.
-         */
-        public boolean isAllowed(Arc arc);
-
-    }
-
     // Graph
     private final Graph graph;
 
-    // Mode for the computation of the costs.
-    private final Mode mode;
-
     // Arc filter.
-    private final ArcFilter arcFilter;
+    protected final ArcInspector arcInspector;
 
     /**
      * Create a new AbstractInputData instance for the given graph, mode and filter.
      * 
-     * @param graph
+     * @param graph Graph for this input data.
-     * @parma mode
+     * @param arcInspector Arc inspector for this input data.
-     * @param arcFilter
      */
-    protected AbstractInputData(Graph graph, Mode mode, ArcFilter arcFilter) {
+    protected AbstractInputData(Graph graph, ArcInspector arcInspector) {
         this.graph = graph;
-        this.mode = mode;
+        this.arcInspector = arcInspector;
-        this.arcFilter = arcFilter;
-    }
-
-    /**
-     * Create a new AbstractInputData instance for the given graph and mode, with no
-     * filtering on the arc.
-     * 
-     * @param graph
-     * @param mode
-     */
-    protected AbstractInputData(Graph graph, Mode mode) {
-        this(graph, mode, new AbstractInputData.ArcFilter() {
-            @Override
-            public boolean isAllowed(Arc arc) {
-                return true;
-            }
-        });
-    }
-
-    /**
-     * Create a new AbstractInputData instance for the given graph, with default
-     * mode (LENGHT), with no filtering on the arc.
-     * 
-     * @param graph
-     */
-    protected AbstractInputData(Graph graph) {
-        this(graph, Mode.LENGTH);
     }
 
     /**
@@ -93,12 +46,39 @@ public abstract class AbstractInputData {
     }
 
     /**
-     * @return Mode of the algorithm (time or length).
+     * Retrieve the cost associated with the given arc according to the underlying
+     * arc inspector.
+     * 
+     * @param arc Arc for which cost should be retrieved.
+     * 
+     * @return Cost for the given arc.
+     * 
+     * @see ArcInspector
+     */
+    public double getCost(Arc arc) {
+        return this.arcInspector.getCost(arc);
+    }
+
+    /**
+     * @return Mode associated with this input data.
      * 
      * @see Mode
      */
     public Mode getMode() {
-        return mode;
+        return this.arcInspector.getMode();
+    }
+
+    /**
+     * Retrieve the maximum speed associated with this input data, or
+     * {@link GraphStatistics#NO_MAXIMUM_SPEED} if none is associated. The maximum
+     * speed associated with input data is different from the maximum speed
+     * associated with graph (accessible via {@link Graph#getGraphInformation()}).
+     * 
+     * @return The maximum speed for this inspector, or
+     *         {@link GraphStatistics#NO_MAXIMUM_SPEED} if none is set.
+     */
+    public int getMaximumSpeed() {
+        return this.arcInspector.getMaximumSpeed();
     }
 
     /**
@@ -108,10 +88,10 @@ public abstract class AbstractInputData {
      * 
      * @return true if the given arc is allowed.
      * 
-     * @see ArcFilter
+     * @see ArcInspector
      */
     public boolean isAllowed(Arc arc) {
-        return this.arcFilter.isAllowed(arc);
+        return this.arcInspector.isAllowed(arc);
     }
 
 }

src/main/org/insa/algo/ArcFilterFactory.java

@@ -1,71 +0,0 @@
-package org.insa.algo;
-
-import java.util.ArrayList;
-import java.util.EnumSet;
-import java.util.List;
-
-import org.insa.algo.AbstractInputData.ArcFilter;
-import org.insa.graph.AccessRestrictions.AccessMode;
-import org.insa.graph.AccessRestrictions.AccessRestriction;
-import org.insa.graph.Arc;
-
-public class ArcFilterFactory {
-
-    /**
-     * @return List of all arc filters in this factory.
-     */
-    public static List<ArcFilter> getAllFilters() {
-        List<ArcFilter> filters = new ArrayList<>();
-
-        // Common filters:
-
-        // 1. No filter (all arcs allowed):
-        filters.add(new ArcFilter() {
-            @Override
-            public boolean isAllowed(Arc arc) {
-                return true;
-            }
-
-            @Override
-            public String toString() {
-                return "All roads are allowed.";
-            }
-        });
-
-        // 2. Only road allowed for cars:
-        filters.add(new ArcFilter() {
-            @Override
-            public boolean isAllowed(Arc arc) {
-                return arc.getRoadInformation().getAccessRestrictions()
-                        .isAllowedForAny(AccessMode.MOTORCAR, EnumSet.complementOf(EnumSet
-                                .of(AccessRestriction.FORBIDDEN, AccessRestriction.PRIVATE)));
-            }
-
-            @Override
-            public String toString() {
-                return "Only roads open for cars.";
-            }
-        });
-
-        // 3. Non-private roads for pedestrian and bicycle:
-        filters.add(new ArcFilter() {
-            @Override
-            public boolean isAllowed(Arc arc) {
-                return arc.getRoadInformation().getAccessRestrictions()
-                        .isAllowedForAny(AccessMode.FOOT, EnumSet.complementOf(EnumSet
-                                .of(AccessRestriction.FORBIDDEN, AccessRestriction.PRIVATE)));
-            }
-
-            @Override
-            public String toString() {
-                return "Non-private roads for pedestrian.";
-            }
-        });
-
-        // 3. Add your own filters here (do not forget to implement toString() to get an
-        // understandable output!):
-
-        return filters;
-    }
-
-}

src/main/org/insa/algo/ArcInspector.java

@@ -0,0 +1,43 @@
+package org.insa.algo;
+
+import org.insa.algo.AbstractInputData.Mode;
+import org.insa.graph.Arc;
+import org.insa.graph.GraphStatistics;
+
+/**
+ * This class can be used to indicate to an algorithm which arcs can be used and
+ * the costs of the usable arcs..
+ *
+ */
+public interface ArcInspector {
+
+    /**
+     * Check if the given arc can be used (is allowed).
+     * 
+     * @param arc Arc to check.
+     * 
+     * @return true if the given arc is allowed.
+     */
+    public boolean isAllowed(Arc arc);
+
+    /**
+     * Find the cost of the given arc.
+     * 
+     * @param arc Arc for which the cost should be returned.
+     * 
+     * @return Cost of the arc.
+     */
+    public double getCost(Arc arc);
+
+    /**
+     * @return The maximum speed for this inspector, or
+     *         {@link GraphStatistics#NO_MAXIMUM_SPEED} if none is set.
+     */
+    public int getMaximumSpeed();
+
+    /**
+     * @return Mode for this arc inspector.
+     */
+    public Mode getMode();
+
+}

src/main/org/insa/algo/ArcInspectorFactory.java

@@ -0,0 +1,149 @@
+package org.insa.algo;
+
+import java.util.ArrayList;
+import java.util.EnumSet;
+import java.util.List;
+
+import org.insa.algo.AbstractInputData.Mode;
+import org.insa.graph.AccessRestrictions.AccessMode;
+import org.insa.graph.AccessRestrictions.AccessRestriction;
+import org.insa.graph.Arc;
+import org.insa.graph.GraphStatistics;
+
+public class ArcInspectorFactory {
+
+    /**
+     * @return List of all arc filters in this factory.
+     */
+    public static List<ArcInspector> getAllFilters() {
+        List<ArcInspector> filters = new ArrayList<>();
+
+        // Common filters:
+
+        // No filter (all arcs allowed):
+        filters.add(new ArcInspector() {
+            @Override
+            public boolean isAllowed(Arc arc) {
+                return true;
+            }
+
+            @Override
+            public double getCost(Arc arc) {
+                return arc.getLength();
+            }
+
+            @Override
+            public int getMaximumSpeed() {
+                return GraphStatistics.NO_MAXIMUM_SPEED;
+            }
+
+            @Override
+            public Mode getMode() {
+                return Mode.LENGTH;
+            }
+
+            @Override
+            public String toString() {
+                return "Shortest path, all roads allowed";
+            }
+        });
+
+        // Only road allowed for cars and length:
+        filters.add(new ArcInspector() {
+            @Override
+            public boolean isAllowed(Arc arc) {
+                return arc.getRoadInformation().getAccessRestrictions()
+                        .isAllowedForAny(AccessMode.MOTORCAR, EnumSet.complementOf(EnumSet
+                                .of(AccessRestriction.FORBIDDEN, AccessRestriction.PRIVATE)));
+            }
+
+            @Override
+            public double getCost(Arc arc) {
+                return arc.getLength();
+            }
+
+            @Override
+            public int getMaximumSpeed() {
+                return GraphStatistics.NO_MAXIMUM_SPEED;
+            }
+
+            @Override
+            public Mode getMode() {
+                return Mode.LENGTH;
+            }
+
+            @Override
+            public String toString() {
+                return "Shortest path, only roads open for cars";
+            }
+        });
+
+        // Only road allowed for cars and time:
+        filters.add(new ArcInspector() {
+            @Override
+            public boolean isAllowed(Arc arc) {
+                return arc.getRoadInformation().getAccessRestrictions()
+                        .isAllowedForAny(AccessMode.MOTORCAR, EnumSet.complementOf(EnumSet
+                                .of(AccessRestriction.FORBIDDEN, AccessRestriction.PRIVATE)));
+            }
+
+            @Override
+            public double getCost(Arc arc) {
+                return arc.getMinimumTravelTime();
+            }
+
+            @Override
+            public int getMaximumSpeed() {
+                return GraphStatistics.NO_MAXIMUM_SPEED;
+            }
+
+            @Override
+            public Mode getMode() {
+                return Mode.TIME;
+            }
+
+            @Override
+            public String toString() {
+                return "Fastest path, only roads open for cars";
+            }
+        });
+
+        // Non-private roads for pedestrian and bicycle:
+        filters.add(new ArcInspector() {
+
+            @Override
+            public boolean isAllowed(Arc arc) {
+                return arc.getRoadInformation().getAccessRestrictions()
+                        .isAllowedForAny(AccessMode.FOOT, EnumSet.complementOf(EnumSet
+                                .of(AccessRestriction.FORBIDDEN, AccessRestriction.PRIVATE)));
+            }
+
+            @Override
+            public double getCost(Arc arc) {
+                return arc.getTravelTime(
+                        Math.min(getMaximumSpeed(), arc.getRoadInformation().getMaximumSpeed()));
+            }
+
+            @Override
+            public String toString() {
+                return "Fastest path for pedestrian";
+            }
+
+            @Override
+            public int getMaximumSpeed() {
+                return 5;
+            }
+
+            @Override
+            public Mode getMode() {
+                return Mode.TIME;
+            }
+        });
+
+        // Add your own filters here (do not forget to implement toString()
+        // to get an understandable output!):
+
+        return filters;
+    }
+
+}

src/main/org/insa/algo/carpooling/CarPoolingData.java

@@ -1,12 +1,13 @@
 package org.insa.algo.carpooling;
 
 import org.insa.algo.AbstractInputData;
+import org.insa.algo.ArcInspector;
 import org.insa.graph.Graph;
 
 public class CarPoolingData extends AbstractInputData {
 
-    protected CarPoolingData(Graph graph, Mode mode, ArcFilter arcFilter) {
+    protected CarPoolingData(Graph graph, ArcInspector arcFilter) {
-        super(graph, mode, arcFilter);
+        super(graph, arcFilter);
     }
 
 }

src/main/org/insa/algo/packageswitch/PackageSwitchData.java

@@ -1,12 +1,13 @@
 package org.insa.algo.packageswitch;
 
 import org.insa.algo.AbstractInputData;
+import org.insa.algo.ArcInspector;
 import org.insa.graph.Graph;
 
 public class PackageSwitchData extends AbstractInputData {
 
-    protected PackageSwitchData(Graph graph, Mode mode, ArcFilter arcFilter) {
+    protected PackageSwitchData(Graph graph, ArcInspector arcFilter) {
-        super(graph, mode, arcFilter);
+        super(graph, arcFilter);
     }
 
 }

src/main/org/insa/algo/shortestpath/BellmanFordAlgorithm.java

@@ -4,7 +4,6 @@ import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Collections;
 
-import org.insa.algo.AbstractInputData;
 import org.insa.algo.AbstractSolution.Status;
 import org.insa.graph.Arc;
 import org.insa.graph.Graph;
@@ -37,12 +36,13 @@ public class BellmanFordAlgorithm extends ShortestPathAlgorithm {
 		// Initialize array of predecessors.
 		Arc[] predecessorArcs = new Arc[nbNodes];
 
-        // Actual algorithm, we will assume the graph does not contain negative cycle...
+		// Actual algorithm, we will assume the graph does not contain negative
+		// cycle...
 		boolean found = false;
 		for (int i = 0; !found && i < nbNodes; ++i) {
 			found = true;
-            for (Node node: graph) {
+			for (Node node : graph) {
-                for (Arc arc: node) {
+				for (Arc arc : node) {
 
 					// Small test to check allowed roads...
 					if (!data.isAllowed(arc)) {
@@ -50,9 +50,7 @@ public class BellmanFordAlgorithm extends ShortestPathAlgorithm {
 					}
 
 					// Retrieve weight of the arc.
-                    double w = data.getMode() == AbstractInputData.Mode.LENGTH ? arc.getLength()
+					double w = data.getCost(arc);
-                            : arc.getMinimumTravelTime();
-
 					double oldDistance = distances[arc.getDestination().getId()];
 					double newDistance = distances[node.getId()] + w;
 
@@ -75,8 +73,7 @@ public class BellmanFordAlgorithm extends ShortestPathAlgorithm {
 		// Destination has no predecessor, the solution is infeasible...
 		if (predecessorArcs[data.getDestination().getId()] == null) {
 			solution = new ShortestPathSolution(data, Status.INFEASIBLE);
-        }
+		} else {
-        else {
 
 			// The destination has been found, notify the observers.
 			notifyDestinationReached(data.getDestination());

src/main/org/insa/algo/shortestpath/ShortestPathData.java

@@ -1,6 +1,7 @@
 package org.insa.algo.shortestpath;
 
 import org.insa.algo.AbstractInputData;
+import org.insa.algo.ArcInspector;
 import org.insa.graph.Graph;
 import org.insa.graph.Node;
 
@@ -9,34 +10,17 @@ public class ShortestPathData extends AbstractInputData {
     // Origin and destination nodes.
     private final Node origin, destination;
 
-    /**
-     * Construct a new instance of ShortestPathData with the given parameters and
-     * for which all arcs are allowed.
-     * 
-     * @param graph Graph in which the path should be looked for.
-     * @param origin Origin node of the path.
-     * @param destination Destination node of the path.
-     * @param mode Cost mode for the path.
-     */
-    public ShortestPathData(Graph graph, Node origin, Node destination, Mode mode) {
-        super(graph, mode);
-        this.origin = origin;
-        this.destination = destination;
-    }
-
     /**
      * Construct a new instance of ShortestPathInputData with the given parameters.
      * 
      * @param graph Graph in which the path should be looked for.
      * @param origin Origin node of the path.
      * @param destination Destination node of the path.
-     * @param mode Cost mode for the path.
+     * @param arcInspector Filter for arcs (used to allow only a specific set of
-     * @param arcFilter Filter for arcs (used to allow only a specific set of arcs
+     *        arcs in the graph to be used).
-     *        in the graph to be used).
      */
-    public ShortestPathData(Graph graph, Node origin, Node destination, Mode mode,
+    public ShortestPathData(Graph graph, Node origin, Node destination, ArcInspector arcInspector) {
-            AbstractInputData.ArcFilter arcFilter) {
+        super(graph, arcInspector);
-        super(graph, mode, arcFilter);
         this.origin = origin;
         this.destination = destination;
     }
@@ -58,6 +42,6 @@ public class ShortestPathData extends AbstractInputData {
     @Override
     public String toString() {
         return "Shortest-path from #" + origin.getId() + " to #" + destination.getId() + " ["
-                + getMode().toString().toLowerCase() + "]";
+                + this.arcInspector.toString().toLowerCase() + "]";
     }
 }

src/main/org/insa/algo/shortestpath/ShortestPathSolution.java

@@ -1,7 +1,8 @@
 package org.insa.algo.shortestpath;
 
-import org.insa.algo.AbstractInputData;
+import org.insa.algo.AbstractInputData.Mode;
 import org.insa.algo.AbstractSolution;
+import org.insa.graph.Arc;
 import org.insa.graph.Path;
 
 public class ShortestPathSolution extends AbstractSolution {
@@ -59,14 +60,17 @@ public class ShortestPathSolution extends AbstractSolution {
                     getInputData().getOrigin().getId(), getInputData().getDestination().getId());
         }
         else {
+            double cost = 0;
+            for (Arc arc: getPath().getArcs()) {
+                cost += getInputData().getCost(arc);
+            }
             info = String.format("Found a path from node #%d to node #%d",
                     getInputData().getOrigin().getId(), getInputData().getDestination().getId());
-            if (getInputData().getMode() == AbstractInputData.Mode.LENGTH) {
+            if (getInputData().getMode() == Mode.LENGTH) {
-                info = String.format("%s, %.4f kilometers", info, (getPath().getLength() / 1000.0));
+                info = String.format("%s, %.4f kilometers", info, cost / 1000.0);
             }
             else {
-                info = String.format("%s, %.4f minutes", info,
+                info = String.format("%s, %.4f minutes", info, cost / 60.0);
-                        (getPath().getMinimumTravelTime() / 60.0));
             }
         }
         info += " in " + getSolvingTime().getSeconds() + " seconds.";

src/main/org/insa/algo/utils/BinaryHeap.java

@@ -18,14 +18,13 @@ import java.util.ArrayList;
  * @author Mark Allen Weiss
  * @author DLB
  */
-public class BinaryHeap<E extends Comparable<E>> {
+public class BinaryHeap<E extends Comparable<E>> implements PriorityQueue<E> {
 
     // Number of elements in heap.
     private int currentSize;
 
-    // The heap array. Java genericity does not work with arrays so we have to use
+    // The heap array.
-    // an ArrayList.
+    private final ArrayList<E> array;
-    private ArrayList<E> array;
 
     /**
      * Construct a new empty binary heap.
@@ -126,62 +125,37 @@ public class BinaryHeap<E extends Comparable<E>> {
         }
     }
 
-    /**
+    @Override
-     * @return true if the heap is empty, false otherwise.
-     */
     public boolean isEmpty() {
         return this.currentSize == 0;
     }
 
-    /**
+    @Override
-     * @return Current size (number of elements) of this heap.
-     */
     public int size() {
         return this.currentSize;
     }
 
-    /**
+    @Override
-     * Insert the given element into the heap.
+    public void insert(E x) {
-     * 
-     * @param x Item to insert.
-     */
-    public void add(E x) {
         int index = this.currentSize++;
         this.arraySet(index, x);
         this.percolateUp(index);
     }
 
-    /**
+    @Override
-     * Tell the binary heap that the given element has been modified and should be
+    public void remove(E x) throws ElementNotFoundException {
-     * re-positioned inside the heap.
-     * 
-     * @param x Item to update.
-     */
-    public void update(E x) {
         // TODO:
     }
 
-    /**
+    @Override
-     * Find the smallest item in the heap.
+    public E findMin() throws EmptyPriorityQueueException {
-     * 
-     * @return The smallest item in the heap.
-     * 
-     * @throws RuntimeException if this heap is empty.
-     */
-    public E findMin() throws RuntimeException {
         if (isEmpty())
             throw new RuntimeException("Empty binary heap.");
         return this.array.get(0);
     }
 
-    /**
+    @Override
-     * Remove the smallest item from the heap.
+    public E deleteMin() throws EmptyPriorityQueueException {
-     * 
-     * @return The smallest item in the heap.
-     * 
-     * @throws RuntimeException if this heap is empty.
-     */
-    public E deleteMin() throws RuntimeException {
         E minItem = findMin();
         E lastItem = this.array.get(--this.currentSize);
         this.arraySet(0, lastItem);

src/main/org/insa/algo/utils/BinarySearchTree.java

@@ -0,0 +1,64 @@
+package org.insa.algo.utils;
+
+import java.util.SortedSet;
+import java.util.TreeSet;
+
+public class BinarySearchTree<E extends Comparable<E>> implements PriorityQueue<E> {
+
+    // Underlying implementation
+    private final SortedSet<E> sortedSet;
+
+    /**
+     * Create a new empty binary search tree.
+     */
+    public BinarySearchTree() {
+        this.sortedSet = new TreeSet<>();
+    }
+
+    /**
+     * Create a copy of the given binary search tree.
+     * 
+     * @param bst Binary search tree to copy.
+     */
+    public BinarySearchTree(BinarySearchTree<E> bst) {
+        this.sortedSet = new TreeSet<>(bst.sortedSet);
+    }
+
+    @Override
+    public boolean isEmpty() {
+        return sortedSet.isEmpty();
+    }
+
+    @Override
+    public int size() {
+        return sortedSet.size();
+    }
+
+    @Override
+    public void insert(E x) {
+        sortedSet.add(x);
+    }
+
+    @Override
+    public void remove(E x) throws ElementNotFoundException {
+        if (!sortedSet.remove(x)) {
+            throw new ElementNotFoundException(x);
+        }
+    }
+
+    @Override
+    public E findMin() throws EmptyPriorityQueueException {
+        if (isEmpty()) {
+            throw new EmptyPriorityQueueException();
+        }
+        return sortedSet.first();
+    }
+
+    @Override
+    public E deleteMin() throws EmptyPriorityQueueException {
+        E min = findMin();
+        remove(min);
+        return min;
+    }
+
+}

src/main/org/insa/algo/utils/ElementNotFoundException.java

@@ -0,0 +1,32 @@
+package org.insa.algo.utils;
+
+public class ElementNotFoundException extends RuntimeException {
+
+    /**
+     * 
+     */
+    private static final long serialVersionUID = 1L;
+
+    // Element not found
+    private final Object element;
+
+    /**
+     * @param element Element that was not found.
+     */
+    public ElementNotFoundException(Object element) {
+        this.element = element;
+    }
+
+    /**
+     * @return The element that was not found.
+     */
+    public Object getElement() {
+        return this.element;
+    }
+
+    @Override
+    public String toString() {
+        return "element not found: " + element;
+    }
+
+}

src/main/org/insa/algo/utils/EmptyPriorityQueueException.java

@@ -0,0 +1,16 @@
+package org.insa.algo.utils;
+
+public class EmptyPriorityQueueException extends RuntimeException {
+
+    /**
+     * 
+     */
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * 
+     */
+    public EmptyPriorityQueueException() {
+    }
+
+}

src/main/org/insa/algo/utils/PriorityQueue.java

@@ -0,0 +1,54 @@
+package org.insa.algo.utils;
+
+/**
+ * Interface representing a basic priority queue.
+ * 
+ * @see https://en.wikipedia.org/wiki/Priority_queue
+ */
+public interface PriorityQueue<E extends Comparable<E>> {
+
+    /**
+     * Check if the priority queue is empty.
+     * 
+     * @return true if the queue is empty, false otherwise.
+     */
+    public boolean isEmpty();
+
+    /**
+     * @return Current size (number of elements) of this queue.
+     */
+    public int size();
+
+    /**
+     * Insert the given element into the queue.
+     * 
+     * @param x Item to insert.
+     */
+    public void insert(E x);
+
+    /**
+     * Remove the given element from the priority queue.
+     * 
+     * @param x Item to remove.
+     */
+    public void remove(E x) throws ElementNotFoundException;
+
+    /**
+     * Retrieve (but not remove) the smallest item in the queue.
+     * 
+     * @return The smallest item in the queue.
+     * 
+     * @throws EmptyPriorityQueueException if this queue is empty.
+     */
+    public E findMin() throws EmptyPriorityQueueException;
+
+    /**
+     * Remove and return the smallest item from the priority queue.
+     * 
+     * @return The smallest item in the queue.
+     * 
+     * @throws EmptyPriorityQueueException if this queue is empty.
+     */
+    public E deleteMin() throws EmptyPriorityQueueException;
+
+}

src/main/org/insa/algo/weakconnectivity/WeaklyConnectedComponentsData.java

@@ -9,7 +9,7 @@ public class WeaklyConnectedComponentsData extends AbstractInputData {
      * @param graph Graph for which components should be retrieved.
      */
     public WeaklyConnectedComponentsData(Graph graph) {
-        super(graph);
+        super(graph, null);
     }
 
     @Override

src/main/org/insa/base/Launch.java

@@ -23,6 +23,8 @@ public class Launch {
      * Create a new Drawing inside a JFrame an return it.
      * 
      * @return The created drawing.
+     * 
+     * @throws Exception if something wrong happens when creating the graph.
      */
     public static Drawing createDrawing() throws Exception {
         BasicDrawing basicDrawing = new BasicDrawing();

src/main/org/insa/graph/GraphStatistics.java

@@ -94,6 +94,8 @@ public class GraphStatistics {
         }
 
         /**
+         * @param other Box to intersect.
+         * 
          * @return true if this box contains the given box.
          */
         public boolean contains(BoundingBox other) {

src/main/org/insa/graphics/AlgorithmPanel.java

@@ -14,22 +14,18 @@ import java.util.List;
 
 import javax.swing.Box;
 import javax.swing.BoxLayout;
-import javax.swing.ButtonGroup;
 import javax.swing.JButton;
 import javax.swing.JCheckBox;
 import javax.swing.JComboBox;
 import javax.swing.JComponent;
 import javax.swing.JLabel;
 import javax.swing.JPanel;
-import javax.swing.JRadioButton;
 import javax.swing.border.EmptyBorder;
 
 import org.insa.algo.AbstractAlgorithm;
-import org.insa.algo.AbstractInputData;
-import org.insa.algo.AbstractInputData.ArcFilter;
-import org.insa.algo.AbstractInputData.Mode;
 import org.insa.algo.AlgorithmFactory;
-import org.insa.algo.ArcFilterFactory;
+import org.insa.algo.ArcInspector;
+import org.insa.algo.ArcInspectorFactory;
 import org.insa.graph.Node;
 import org.insa.graphics.NodesInputPanel.InputChangedEvent;
 import org.insa.graphics.drawing.Drawing;
@@ -55,20 +51,18 @@ public class AlgorithmPanel extends JPanel implements DrawingChangeListener {
         protected static final int START_EVENT_ID = 0x1;
 
         private final List<Node> nodes;
-        private final AbstractInputData.Mode mode;
         private final Class<? extends AbstractAlgorithm<?>> algoClass;
 
-        private final AbstractInputData.ArcFilter arcFilter;
+        private final ArcInspector arcFilter;
 
         private final boolean graphicVisualization;
         private final boolean textualVisualization;
 
         public StartActionEvent(Class<? extends AbstractAlgorithm<?>> algoClass, List<Node> nodes,
-                Mode mode, ArcFilter arcFilter, boolean graphicVisualization,
+                ArcInspector arcFilter, boolean graphicVisualization,
                 boolean textualVisualization) {
             super(AlgorithmPanel.this, START_EVENT_ID, START_EVENT_COMMAND);
             this.nodes = nodes;
-            this.mode = mode;
             this.algoClass = algoClass;
             this.graphicVisualization = graphicVisualization;
             this.textualVisualization = textualVisualization;
@@ -82,17 +76,10 @@ public class AlgorithmPanel extends JPanel implements DrawingChangeListener {
             return this.nodes;
         }
 
-        /**
-         * @return Mode associated with this event.
-         */
-        public Mode getMode() {
-            return this.mode;
-        }
-
         /**
          * @return Arc filter associated with this event.
          */
-        public ArcFilter getArcFilter() {
+        public ArcInspector getArcFilter() {
             return this.arcFilter;
         }
 
@@ -147,16 +134,13 @@ public class AlgorithmPanel extends JPanel implements DrawingChangeListener {
      * @param baseAlgorithm Base algorithm for this algorithm panel.
      * @param title Title of the panel.
      * @param nodeNames Names of the input nodes.
-     * @param enableModeSelection <code>true</code> to enable {@link Mode}
+     * @param enableArcFilterSelection <code>true</code> to enable
-     *        selection.
+     *        {@link ArcInspector} selection.
-     * @param enableArcFilterSelection <code>true</code> to enable {@link ArcFilter}
-     *        selection.
      * 
-     * @see ArcFilterFactory
+     * @see ArcInspectorFactory
      */
     public AlgorithmPanel(Component parent, Class<? extends AbstractAlgorithm<?>> baseAlgorithm,
-            String title, String[] nodeNames, boolean enableModeSelection,
+            String title, String[] nodeNames, boolean enableArcFilterSelection) {
-            boolean enableArcFilterSelection) {
         super();
         setLayout(new BoxLayout(this, BoxLayout.PAGE_AXIS));
 
@@ -178,20 +162,14 @@ public class AlgorithmPanel extends JPanel implements DrawingChangeListener {
         add(this.nodesInputPanel);
         components.add(this.nodesInputPanel);
 
-        JComboBox<ArcFilter> arcFilterSelect = new JComboBox<>(
+        JComboBox<ArcInspector> arcFilterSelect = new JComboBox<>(
-                ArcFilterFactory.getAllFilters().toArray(new ArcFilter[0]));
+                ArcInspectorFactory.getAllFilters().toArray(new ArcInspector[0]));
         arcFilterSelect.setBackground(Color.WHITE);
 
         // Add mode selection
         JPanel modeAndObserverPanel = new JPanel();
         modeAndObserverPanel.setAlignmentX(Component.LEFT_ALIGNMENT);
         modeAndObserverPanel.setLayout(new GridBagLayout());
-        JRadioButton lengthModeButton = new JRadioButton("Length");
-        lengthModeButton.setSelected(true);
-        JRadioButton timeModeButton = new JRadioButton("Time");
-        ButtonGroup group = new ButtonGroup();
-        group.add(lengthModeButton);
-        group.add(timeModeButton);
 
         graphicObserverCheckbox = new JCheckBox("Graphic");
         graphicObserverCheckbox.setSelected(true);
@@ -201,19 +179,6 @@ public class AlgorithmPanel extends JPanel implements DrawingChangeListener {
 
         c.fill = GridBagConstraints.HORIZONTAL;
 
-        if (enableModeSelection) {
-            c.gridx = 0;
-            c.gridy = 0;
-            c.weightx = 0;
-            modeAndObserverPanel.add(new JLabel("Mode: "), c);
-            c.gridx = 1;
-            c.weightx = 1;
-            modeAndObserverPanel.add(lengthModeButton, c);
-            c.gridx = 2;
-            c.weightx = 1;
-            modeAndObserverPanel.add(timeModeButton, c);
-        }
-
         c.gridy = 2;
         c.gridx = 0;
         c.weightx = 0;
@@ -236,8 +201,6 @@ public class AlgorithmPanel extends JPanel implements DrawingChangeListener {
             modeAndObserverPanel.add(arcFilterSelect, c);
         }
 
-        components.add(timeModeButton);
-        components.add(lengthModeButton);
         components.add(arcFilterSelect);
         components.add(textualObserverCheckbox);
 
@@ -258,16 +221,12 @@ public class AlgorithmPanel extends JPanel implements DrawingChangeListener {
         startAlgoButton.addActionListener(new ActionListener() {
             @Override
             public void actionPerformed(ActionEvent e) {
-                AbstractInputData.Mode mode = lengthModeButton.isSelected()
-                        ? AbstractInputData.Mode.LENGTH
-                        : AbstractInputData.Mode.TIME;
-
                 for (ActionListener lis: startActionListeners) {
                     lis.actionPerformed(new StartActionEvent(
                             AlgorithmFactory.getAlgorithmClass(baseAlgorithm,
                                     (String) algoSelect.getSelectedItem()),
-                            nodesInputPanel.getNodeForInputs(), mode,
+                            nodesInputPanel.getNodeForInputs(),
-                            (AbstractInputData.ArcFilter) arcFilterSelect.getSelectedItem(),
+                            (ArcInspector) arcFilterSelect.getSelectedItem(),
                             graphicObserverCheckbox.isSelected(),
                             textualObserverCheckbox.isSelected()));
                 }

src/main/org/insa/graphics/MainWindow.java

@@ -157,7 +157,7 @@ public class MainWindow extends JFrame {
         this.currentPalette = this.basicPalette;
 
         wccPanel = new AlgorithmPanel(this, WeaklyConnectedComponentsAlgorithm.class,
-                "Weakly-Connected Components", new String[] {}, false, false);
+                "Weakly-Connected Components", new String[] {}, false);
         wccPanel.addStartActionListener(new ActionListener() {
             @Override
             public void actionPerformed(ActionEvent e) {
@@ -202,13 +202,13 @@ public class MainWindow extends JFrame {
         });
 
         spPanel = new AlgorithmPanel(this, ShortestPathAlgorithm.class, "Shortest-Path",
-                new String[] { "Origin", "Destination" }, true, true);
+                new String[] { "Origin", "Destination" }, true);
         spPanel.addStartActionListener(new ActionListener() {
             @Override
             public void actionPerformed(ActionEvent e) {
                 StartActionEvent evt = (StartActionEvent) e;
                 ShortestPathData data = new ShortestPathData(graph, evt.getNodes().get(0),
-                        evt.getNodes().get(1), evt.getMode(), evt.getArcFilter());
+                        evt.getNodes().get(1), evt.getArcFilter());
 
                 ShortestPathAlgorithm spAlgorithm = null;
                 try {
@@ -257,11 +257,10 @@ public class MainWindow extends JFrame {
         cpPanel = new AlgorithmPanel(
                 this, CarPoolingAlgorithm.class, "Car-Pooling", new String[] { "Origin Car",
                         "Origin Pedestrian", "Destination Car", "Destination Pedestrian" },
-                true, true);
+                true);
 
         psPanel = new AlgorithmPanel(this, PackageSwitchAlgorithm.class, "Car-Pooling",
-                new String[] { "Oribin A", "Origin B", "Destination A", "Destination B" }, true,
+                new String[] { "Oribin A", "Origin B", "Destination A", "Destination B" }, true);
-                true);
 
         // add algorithm panels
         algoPanels.add(wccPanel);

src/main/org/insa/graphics/drawing/components/BasicDrawing.java

@@ -15,7 +15,6 @@ import java.awt.geom.Point2D;
 import java.awt.image.BufferedImage;
 import java.io.IOException;
 import java.util.ArrayList;
-import java.util.Collections;
 import java.util.Iterator;
 import java.util.List;
 
@@ -65,6 +64,11 @@ public class BasicDrawing extends JPanel implements Drawing {
             this.color = color;
         }
 
+        /**
+         * @return The Z level of this overlay (>= 1).
+         */
+        public abstract int getZLevel();
+
         @Override
         public void setColor(Color color) {
             this.color = color;
@@ -88,11 +92,8 @@ public class BasicDrawing extends JPanel implements Drawing {
 
         @Override
         public void delete() {
-            synchronized (overlays) {
             BasicDrawing.this.overlays.remove(this);
         }
-            BasicDrawing.this.repaint();
-        }
 
         /**
          * Draw the given overlay.
@@ -134,6 +135,10 @@ public class BasicDrawing extends JPanel implements Drawing {
             this.alphaMode = alphaMode;
         }
 
+        public int getZLevel() {
+            return 3;
+        }
+
         @Override
         public Point getPoint() {
             return point;
@@ -181,6 +186,10 @@ public class BasicDrawing extends JPanel implements Drawing {
             this.color = color;
         }
 
+        public int getZLevel() {
+            return 2;
+        }
+
         @Override
         public void setColor(Color color) {
             super.setColor(color);
@@ -243,6 +252,10 @@ public class BasicDrawing extends JPanel implements Drawing {
             this.graphics.setBackground(new Color(0, 0, 0, 0));
         }
 
+        public int getZLevel() {
+            return 1;
+        }
+
         @Override
         public void setColor(Color color) {
             super.setColor(color);
@@ -294,6 +307,68 @@ public class BasicDrawing extends JPanel implements Drawing {
 
     }
 
+    /**
+     * Class encapsulating a set of overlays.
+     *
+     */
+    private class BasicOverlays {
+
+        // List of overlays.
+        private ArrayList<ArrayList<BasicOverlay>> overlays = new ArrayList<>();
+
+        public synchronized void draw(Graphics2D g) {
+            // Clear overlays.
+            for (ArrayList<BasicOverlay> arr: this.overlays) {
+                for (BasicOverlay overlay: arr) {
+                    overlay.draw(g);
+                }
+            }
+        }
+
+        public synchronized void remove(BasicOverlay overlay) {
+            overlays.get(overlay.getZLevel() - 1).remove(overlay);
+            BasicDrawing.this.repaint();
+        }
+
+        public void clear() {
+            clear(true);
+        }
+
+        public void clear(boolean repaint) {
+            // Clear overlays.
+            for (ArrayList<BasicOverlay> arr: this.overlays) {
+                arr.clear();
+            }
+            // Repaint if requested.
+            if (repaint) {
+                BasicDrawing.this.repaint();
+            }
+        }
+
+        public BasicOverlay add(BasicOverlay marker) {
+            return add(marker, true);
+        }
+
+        public synchronized BasicOverlay add(BasicOverlay overlay, boolean repaint) {
+
+            // Check if we have a level for this...
+            for (int i = overlays.size(); i < overlay.getZLevel(); ++i) {
+                overlays.add(new ArrayList<>());
+            }
+
+            // Add overlay to the given list.
+            overlays.get(overlay.getZLevel() - 1).add(overlay);
+
+            // Repaint if requested.
+            if (repaint) {
+                BasicDrawing.this.repaint();
+            }
+
+            return overlay;
+        }
+
+    };
+
     // Default path color.
     public static final Color DEFAULT_PATH_COLOR = new Color(66, 134, 244);
 
@@ -317,8 +392,7 @@ public class BasicDrawing extends JPanel implements Drawing {
     private Graphics2D graphGraphics = null;
 
     // List of image for markers
-    private List<BasicOverlay> overlays = Collections
+    private BasicOverlays overlays = new BasicOverlays();
-            .synchronizedList(new ArrayList<BasicOverlay>());
 
     // Mapping DrawingClickListener -> MouseEventListener
     private List<DrawingClickListener> drawingClickListeners = new ArrayList<>();
@@ -391,11 +465,7 @@ public class BasicDrawing extends JPanel implements Drawing {
         }
 
         // Draw markers
-        synchronized (overlays) {
+        this.overlays.draw(g);
-            for (BasicOverlay overlay: overlays) {
-                overlay.draw(g);
-            }
-        }
 
         g.setTransform(sTransform);
         if (this.zoomControls != null) {
@@ -416,9 +486,7 @@ public class BasicDrawing extends JPanel implements Drawing {
         if (this.graphGraphics != null) {
             this.graphGraphics.clearRect(0, 0, this.width, this.height);
         }
-        synchronized (overlays) {
+        this.overlays.clear(false);
-            this.overlays.clear();
-        }
         this.repaint();
     }
 
@@ -429,11 +497,8 @@ public class BasicDrawing extends JPanel implements Drawing {
      */
     @Override
     public void clearOverlays() {
-        synchronized (overlays) {
         this.overlays.clear();
     }
-        this.repaint();
-    }
 
     /**
      * @return The current ZoomAndPanListener associated with this drawing.
@@ -495,21 +560,12 @@ public class BasicDrawing extends JPanel implements Drawing {
 
     @Override
     public MarkerOverlay drawMarker(Point point, Color outer, Color inner, AlphaMode mode) {
-        BasicMarkerOverlay marker = createMarker(point, outer, inner, mode);
+        return (MarkerOverlay) this.overlays.add(createMarker(point, outer, inner, mode));
-        synchronized (overlays) {
-            this.overlays.add(marker);
-        }
-        this.repaint();
-        return marker;
     }
 
     @Override
     public PointSetOverlay createPointSetOverlay() {
-        BasicPointSetOverlay ps = new BasicPointSetOverlay();
+        return (PointSetOverlay) this.overlays.add(new BasicPointSetOverlay(), false);
-        synchronized (overlays) {
-            this.overlays.add(ps);
-        }
-        return ps;
     }
 
     @Override
@@ -671,12 +727,8 @@ public class BasicDrawing extends JPanel implements Drawing {
             destination = createMarker(path.getDestination().getPoint(), color, color,
                     AlphaMode.TRANSPARENT);
         }
-        BasicPathOverlay overlay = new BasicPathOverlay(points, color, origin, destination);
+        return (PathOverlay) this.overlays
-        synchronized (overlays) {
+                .add(new BasicPathOverlay(points, color, origin, destination));
-            this.overlays.add(overlay);
-        }
-        this.repaint();
-        return overlay;
     }
 
     @Override

src/main/org/insa/graphics/drawing/overlays/MarkerAutoScaling.java

@@ -18,7 +18,8 @@ import org.mapsforge.map.layer.overlay.Marker;
  * correcting this. Internally, this image stores an {@link Image} instance and
  * scale it when a redraw is requested.
  * 
- * @see MarkerUtils#getMarkerForColor(java.awt.Color)
+ * @see MarkerUtils#getMarkerForColor(java.awt.Color, java.awt.Color,
+ *      org.insa.graphics.drawing.Drawing.AlphaMode)
  * @see PaintUtils#getStrokeWidth(int, byte)
  */
 public class MarkerAutoScaling extends Marker {

src/main/org/insa/graphics/drawing/overlays/MarkerUtils.java

@@ -18,8 +18,6 @@ public class MarkerUtils {
      * @param mode Mode to use to fill the inner part of the marker.
      * 
      * @return An image representing a marker.
-     * 
-     * @see MarkerUtils#getMarkerForColor(Color, AlphaMode)
      */
     public static Image getMarkerForColor(Color outer, Color inner, AlphaMode mode) {
         // create image

src/test/org/insa/algo/utils/BinaryHeapTest.java

@@ -1,6 +1,7 @@
 package org.insa.algo.utils;
 
 import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
 import static org.junit.Assert.assertTrue;
 
 import java.util.Arrays;
@@ -59,46 +60,78 @@ public class BinaryHeapTest {
         this.heap2 = new BinaryHeap<>();
 
         for (MutableInteger v: data1) {
-            this.heap1.add(v);
+            this.heap1.insert(v);
         }
 
         for (MutableInteger v: data2) {
-            this.heap2.add(v);
+            this.heap2.insert(v);
         }
     }
 
+    @Test
+    public void testIsEmpty() {
+        BinaryHeap<MutableInteger> tree = new BinaryHeap<>();
+        assertTrue(tree.isEmpty());
+        assertFalse(this.heap1.isEmpty());
+        assertFalse(this.heap2.isEmpty());
+    }
+
+    @Test
+    public void testSize() {
+        BinaryHeap<MutableInteger> tree = new BinaryHeap<>();
+        assertEquals(0, tree.size());
+        assertEquals(20, this.heap1.size());
+        assertEquals(7, this.heap2.size());
+    }
+
     @Test
     public void testInsert() {
         BinaryHeap<MutableInteger> heap = new BinaryHeap<>();
         int size = 0;
         for (MutableInteger x: data1) {
-            heap.add(x);
+            heap.insert(x);
-            size += 1;
+            assertEquals(++size, heap.size());
-            assertEquals(heap.size(), size);
         }
         assertEquals(data1.length, heap.size());
 
         heap = new BinaryHeap<>();
         size = 0;
         for (MutableInteger x: data2) {
-            heap.add(x);
+            heap.insert(x);
-            size += 1;
+            assertEquals(++size, heap.size());
-            assertEquals(heap.size(), size);
         }
         assertEquals(data2.length, heap.size());
     }
 
+    @Test(expected = EmptyPriorityQueueException.class)
+    public void testEmptyFindMin() {
+        BinaryHeap<MutableInteger> heap = new BinaryHeap<>();
+        heap.findMin();
+    }
+
+    @Test
+    public void testFindMin() {
+        assertEquals(0, heap1.findMin().get());
+        assertEquals(1, heap2.findMin().get());
+    }
+
+    @Test(expected = EmptyPriorityQueueException.class)
+    public void testEmptyDeleteMin() {
+        BinaryHeap<MutableInteger> heap = new BinaryHeap<>();
+        heap.deleteMin();
+    }
+
     @Test
     public void testDeleteMin() {
         // range 1 (sorted)
         int size = data1.length;
         assertEquals(heap1.size(), size);
         for (MutableInteger x: data1) {
-            assertEquals(heap1.deleteMin(), x);
+            assertEquals(x, heap1.deleteMin());
             size -= 1;
-            assertEquals(heap1.size(), size);
+            assertEquals(size, heap1.size());
         }
-        assertEquals(heap1.size(), 0);
+        assertEquals(0, heap1.size());
         assertTrue(heap1.isEmpty());
 
         // range 2 (was not sorted)
@@ -107,20 +140,56 @@ public class BinaryHeapTest {
         size = range2.length;
         assertEquals(heap2.size(), size);
         for (MutableInteger x: range2) {
-            assertEquals(heap2.deleteMin().get(), x.get());
+            assertEquals(x.get(), heap2.deleteMin().get());
             size -= 1;
-            assertEquals(heap2.size(), size);
+            assertEquals(size, heap2.size());
+        }
+        assertEquals(0, heap2.size());
+        assertTrue(heap2.isEmpty());
+    }
+
+    @Test(expected = ElementNotFoundException.class)
+    public void testRemoveEmpty() {
+        BinaryHeap<MutableInteger> heap = new BinaryHeap<>();
+        heap.remove(new MutableInteger(0));
+    }
+
+    @Test(expected = ElementNotFoundException.class)
+    public void testRemoveNotFound() {
+        heap1.remove(new MutableInteger(20));
+    }
+
+    @Test
+    public void testRemove() {
+        // heap 1
+        int size1 = heap1.size();
+        int[] deleteOrder1 = new int[] { 12, 17, 18, 19, 4, 5, 3, 2, 0, 9, 10, 16, 8, 14, 13, 15, 7,
+                6, 1, 11 };
+        for (int x: deleteOrder1) {
+            heap1.remove(this.data1[x]);
+            assertEquals(--size1, heap1.size());
+        }
+        assertTrue(heap1.isEmpty());
+
+        // heap 2
+        int size2 = heap2.size();
+        int[] deleteOrder2 = new int[] { 6, 5, 0, 1, 4, 2, 3 };
+        for (int x: deleteOrder2) {
+            heap2.remove(this.data2[x]);
+            assertEquals(--size2, heap2.size());
         }
-        assertEquals(heap2.size(), 0);
         assertTrue(heap2.isEmpty());
     }
 
     @Test
-    public void testUpdate() {
+    public void testRemoveThenAdd() {
-        MutableInteger newMin = data2[data2.length - 1];
+        MutableInteger mi5 = this.data1[6];
-        newMin.set(0);
+        heap1.remove(mi5);
-        heap2.update(newMin);
+        assertEquals(19, heap1.size());
-        assertEquals(heap2.findMin(), newMin);
+        mi5.set(-20);
+        heap1.insert(mi5);
+        assertEquals(20, heap1.size());
+        assertEquals(-20, heap1.findMin().get());
     }
 
 }

src/test/org/insa/algo/utils/BinarySearchTreeTest.java

@@ -0,0 +1,195 @@
+package org.insa.algo.utils;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import java.util.Arrays;
+import java.util.stream.IntStream;
+
+import org.junit.Before;
+import org.junit.Test;
+
+public class BinarySearchTreeTest {
+
+    class MutableInteger implements Comparable<MutableInteger> {
+
+        // Actual value
+        private int value;
+
+        public MutableInteger(int value) {
+            this.value = value;
+        }
+
+        /**
+         * @return The integer value stored inside this MutableInteger.
+         */
+        public int get() {
+            return this.value;
+        }
+
+        /**
+         * Update the integer value stored inside this MutableInteger.
+         * 
+         * @param value New value to set.
+         */
+        public void set(int value) {
+            this.value = value;
+        }
+
+        @Override
+        public int compareTo(MutableInteger other) {
+            return Integer.compare(this.value, other.value);
+        }
+
+    };
+
+    // Raw data arrays.
+    private MutableInteger[] data1 = IntStream.range(0, 20).mapToObj(MutableInteger::new)
+            .toArray(MutableInteger[]::new);
+    private MutableInteger[] data2 = Arrays.stream(new int[] { 8, 1, 6, 3, 4, 5, 9 })
+            .mapToObj(MutableInteger::new).toArray(MutableInteger[]::new);
+
+    // Actual searchTree.
+    private BinarySearchTree<MutableInteger> searchTree1, searchTree2;
+
+    @Before
+    public void init() {
+        // Create the range searchTree
+        this.searchTree1 = new BinarySearchTree<>();
+        this.searchTree2 = new BinarySearchTree<>();
+
+        for (MutableInteger v: data1) {
+            this.searchTree1.insert(v);
+        }
+
+        for (MutableInteger v: data2) {
+            this.searchTree2.insert(v);
+        }
+    }
+
+    @Test
+    public void testIsEmpty() {
+        BinarySearchTree<MutableInteger> tree = new BinarySearchTree<>();
+        assertTrue(tree.isEmpty());
+        assertFalse(this.searchTree1.isEmpty());
+        assertFalse(this.searchTree2.isEmpty());
+    }
+
+    @Test
+    public void testSize() {
+        BinarySearchTree<MutableInteger> tree = new BinarySearchTree<>();
+        assertEquals(0, tree.size());
+        assertEquals(20, this.searchTree1.size());
+        assertEquals(7, this.searchTree2.size());
+    }
+
+    @Test
+    public void testInsert() {
+        BinarySearchTree<MutableInteger> searchTree = new BinarySearchTree<>();
+        int size = 0;
+        for (MutableInteger x: data1) {
+            searchTree.insert(x);
+            assertEquals(++size, searchTree.size());
+        }
+        assertEquals(data1.length, searchTree.size());
+
+        searchTree = new BinarySearchTree<>();
+        size = 0;
+        for (MutableInteger x: data2) {
+            searchTree.insert(x);
+            assertEquals(++size, searchTree.size());
+        }
+        assertEquals(data2.length, searchTree.size());
+    }
+
+    @Test(expected = EmptyPriorityQueueException.class)
+    public void testEmptyFindMin() {
+        BinarySearchTree<MutableInteger> searchTree = new BinarySearchTree<>();
+        searchTree.findMin();
+    }
+
+    @Test
+    public void testFindMin() {
+        assertEquals(0, searchTree1.findMin().get());
+        assertEquals(1, searchTree2.findMin().get());
+    }
+
+    @Test(expected = EmptyPriorityQueueException.class)
+    public void testEmptyDeleteMin() {
+        BinarySearchTree<MutableInteger> searchTree = new BinarySearchTree<>();
+        searchTree.deleteMin();
+    }
+
+    @Test
+    public void testDeleteMin() {
+        // range 1 (sorted)
+        int size = data1.length;
+        assertEquals(searchTree1.size(), size);
+        for (MutableInteger x: data1) {
+            assertEquals(x, searchTree1.deleteMin());
+            size -= 1;
+            assertEquals(size, searchTree1.size());
+        }
+        assertEquals(0, searchTree1.size());
+        assertTrue(searchTree1.isEmpty());
+
+        // range 2 (was not sorted)
+        MutableInteger[] range2 = Arrays.copyOf(data2, data2.length);
+        Arrays.sort(range2);
+        size = range2.length;
+        assertEquals(searchTree2.size(), size);
+        for (MutableInteger x: range2) {
+            assertEquals(x.get(), searchTree2.deleteMin().get());
+            size -= 1;
+            assertEquals(size, searchTree2.size());
+        }
+        assertEquals(0, searchTree2.size());
+        assertTrue(searchTree2.isEmpty());
+    }
+
+    @Test(expected = ElementNotFoundException.class)
+    public void testRemoveEmpty() {
+        BinarySearchTree<MutableInteger> searchTree = new BinarySearchTree<>();
+        searchTree.remove(new MutableInteger(0));
+    }
+
+    @Test(expected = ElementNotFoundException.class)
+    public void testRemoveNotFound() {
+        searchTree1.remove(new MutableInteger(20));
+    }
+
+    @Test
+    public void testRemove() {
+        // searchTree 1
+        int size1 = searchTree1.size();
+        int[] deleteOrder1 = new int[] { 12, 17, 18, 19, 4, 5, 3, 2, 0, 9, 10, 16, 8, 14, 13, 15, 7,
+                6, 1, 11 };
+        for (int x: deleteOrder1) {
+            searchTree1.remove(this.data1[x]);
+            assertEquals(--size1, searchTree1.size());
+        }
+        assertTrue(searchTree1.isEmpty());
+
+        // searchTree 2
+        int size2 = searchTree2.size();
+        int[] deleteOrder2 = new int[] { 6, 5, 0, 1, 4, 2, 3 };
+        for (int x: deleteOrder2) {
+            searchTree2.remove(this.data2[x]);
+            assertEquals(--size2, searchTree2.size());
+        }
+        assertTrue(searchTree2.isEmpty());
+    }
+
+    @Test
+    public void testRemoveThenAdd() {
+        MutableInteger mi5 = this.data1[6];
+        searchTree1.remove(mi5);
+        assertEquals(19, searchTree1.size());
+        mi5.set(-20);
+        searchTree1.insert(mi5);
+        assertEquals(20, searchTree1.size());
+        assertEquals(-20, searchTree1.findMin().get());
+    }
+
+}