diff --git a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/utils/BinaryHeap.java b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/utils/BinaryHeap.java
index 2c1a239..1e4ce90 100644
--- a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/utils/BinaryHeap.java
+++ b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/utils/BinaryHeap.java
@@ -134,11 +134,38 @@ public class BinaryHeap<E extends Comparable<E>> implements PriorityQueue<E> {
         this.arraySet(index, x);
         this.percolateUp(index);
     }
-
+    
     @Override
     public void remove(E x) throws ElementNotFoundException {
-        // TODO:
+        int i;
+        E lastE;
+        boolean notFound = true;
+        for(i = 0; i< this.currentSize; i++)
+        {
+            if(array.get(i).equals(x))
+            {
+                lastE = array.get(--currentSize);
+                this.arraySet(i, lastE);
+                notFound = false;
+                if(lastE.compareTo(x)>0)
+                {
+                    percolateDown(i);
+                }
+                else
+                {
+                    percolateUp(i);
+                }
+                break;
+            }
+        }
+        if(notFound)
+        {
+            throw new ElementNotFoundException(x);
+        }
     }
+    
+
+    
 
     @Override
     public E findMin() throws EmptyPriorityQueueException {
diff --git a/be-graphes-model/src/main/java/org/insa/graphs/model/Path.java b/be-graphes-model/src/main/java/org/insa/graphs/model/Path.java
index c52868e..4559902 100644
--- a/be-graphes-model/src/main/java/org/insa/graphs/model/Path.java
+++ b/be-graphes-model/src/main/java/org/insa/graphs/model/Path.java
@@ -30,7 +30,6 @@ public class Path {
      * @throws IllegalArgumentException If the list of nodes is not valid, i.e. two
      *         consecutive nodes in the list are not connected in the graph.
      * 
-     * @deprecated Need to be implemented.
      */
     public static Path createFastestPathFromNodes(Graph graph, List<Node> nodes)
             throws IllegalArgumentException {
@@ -86,7 +85,6 @@ public class Path {
      * @throws IllegalArgumentException If the list of nodes is not valid, i.e. two
      *         consecutive nodes in the list are not connected in the graph.
      * 
-     * @deprecated Need to be implemented.
      */
     public static Path createShortestPathFromNodes(Graph graph, List<Node> nodes)
             throws IllegalArgumentException {
@@ -267,7 +265,6 @@ public class Path {
      * 
      * @return true if the path is valid, false otherwise.
      * 
-     * @deprecated Need to be implemented.
      */
     public boolean isValid() {