diff --git a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/AStarAlgorithm.java b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/AStarAlgorithm.java
index 487f70a..0833f7b 100644
--- a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/AStarAlgorithm.java
+++ b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/AStarAlgorithm.java
@@ -2,9 +2,7 @@ package org.insa.graphs.algorithm.shortestpath;
 
 import org.insa.graphs.algorithm.AbstractSolution.Status;
 
-import java.lang.invoke.LambdaConversionException;
 import java.util.ArrayList;
-import java.util.List;
 import java.util.Collections;
 import org.insa.graphs.algorithm.utils.BinaryHeap;
 import org.insa.graphs.model.Arc;
@@ -16,74 +14,11 @@ public class AStarAlgorithm extends DijkstraAlgorithm {
     public AStarAlgorithm(ShortestPathData data) {
         super(data);
     }
+
     @Override
-    protected ShortestPathSolution doRun() {
-        final ShortestPathData data = getInputData();
-        ShortestPathSolution solution = null;
-        // TODO:
-        
-        ArrayList<Label> List_Label = new ArrayList<Label>(data.getGraph().size()); //Liste de labels
-        BinaryHeap<Label> Tas = new BinaryHeap<Label>();
-        ArrayList<Arc> Arcs = new ArrayList<Arc>();
-        
-        /* Initialise nos label */
-        for (Node x: data.getGraph().getNodes())
-        {
-            if(x != data.getOrigin()){
-                LabelStar a= new LabelStar(x,Double.MAX_VALUE,null,Point.distance(x.getPoint(),data.getDestination().getPoint()));
-                List_Label.add(x.getId(), a);
-            }
-            else{
-                LabelStar a  = new LabelStar(data.getOrigin(), 0, null,Point.distance(x.getPoint(),data.getDestination().getPoint()));
-                List_Label.add(data.getOrigin().getId(), a);
-            }
-            
-        }
-        Tas.insert(List_Label.get(data.getOrigin().getId()));
-        Label x;
-
-        while (!List_Label.get(data.getDestination().getId()).isMarque() && !Tas.isEmpty()){
-            x = Tas.findMin();
-            x.setMarque(true);
-            Tas.deleteMin();
-            
-            for(Arc suivant : x.getSommet().getSuccessors()){
-                // Small test to check allowed roads...
-                if (!data.isAllowed(suivant)) {
-                    continue;
-                }
-
-                Label l=List_Label.get(suivant.getDestination().getId());
-                    if(!l.isMarque()){
-                        Boolean changé = false;
-                        if (x.getTotalCost()+data.getCost(suivant) < l.getTotalCost()){
-                            changé = true;
-                        }
-                        if(changé){
-                            if (l.getTotalCost() != Double.MAX_VALUE){
-                                
-                                Tas.remove(l);
-                            }
-                            l.setCost(x.getTotalCost()+data.getCost(suivant));
-                            Tas.insert(l);
-                            l.setParent(suivant);
-                            
-                            notifyNodeReached(suivant.getDestination());
-                        }
-                    }
-            
-                }
-            
-        }
-        Label dest =List_Label.get(data.getDestination().getId());
-       
-        while (dest.getParent() != null){
-            Arcs.add(dest.getParent());
-            dest = List_Label.get(dest.getParent().getOrigin().getId());
-        }
-       
-        Collections.reverse(Arcs);
-        solution = new ShortestPathSolution(data, Status.OPTIMAL, new Path(data.getGraph(), Arcs));
-        return solution;
+    public Label CreationLabel(Node x, Double cout, Arc parent){
+        ShortestPathData data = getInputData();
+        return new LabelStar(x,cout,parent,Point.distance(x.getPoint(), data.getDestination().getPoint()));
     }
+    
 }
diff --git a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/DijkstraAlgorithm.java b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/DijkstraAlgorithm.java
index 3fa7533..1cd907e 100644
--- a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/DijkstraAlgorithm.java
+++ b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/DijkstraAlgorithm.java
@@ -2,9 +2,7 @@ package org.insa.graphs.algorithm.shortestpath;
 
 import org.insa.graphs.algorithm.AbstractSolution.Status;
 
-import java.lang.invoke.LambdaConversionException;
 import java.util.ArrayList;
-import java.util.List;
 import java.util.Collections;
 import org.insa.graphs.algorithm.utils.BinaryHeap;
 import org.insa.graphs.model.Arc;
@@ -18,25 +16,30 @@ public class DijkstraAlgorithm extends ShortestPathAlgorithm {
         
     }
 
+    public Label CreationLabel(Node x, Double cout, Arc parent){
+        return new Label(x,cout,parent);
+    }
+
     @Override
     protected ShortestPathSolution doRun() {
         final ShortestPathData data = getInputData();
         ShortestPathSolution solution = null;
-        // TODO:
         
         ArrayList<Label> List_Label = new ArrayList<Label>(data.getGraph().size()); //Liste de labels
         BinaryHeap<Label> Tas = new BinaryHeap<Label>();
         ArrayList<Arc> Arcs = new ArrayList<Arc>();
+
+        
         
         /* Initialise nos label */
         for (Node x: data.getGraph().getNodes())
         {
             if(x != data.getOrigin()){
-                Label a= new Label(x,Double.MAX_VALUE,null);
+                Label a= CreationLabel(x,Double.MAX_VALUE,null);
                 List_Label.add(x.getId(), a);
             }
             else{
-                Label a  = new Label(data.getOrigin(), 0, null);
+                Label a  = CreationLabel(data.getOrigin(), 0.0, null);
                 List_Label.add(data.getOrigin().getId(), a);
             }
             
@@ -54,21 +57,26 @@ public class DijkstraAlgorithm extends ShortestPathAlgorithm {
                 if (!data.isAllowed(suivant)) {
                     continue;
                 }
-
+                
                 Label l=List_Label.get(suivant.getDestination().getId());
                     if(!l.isMarque()){
                         Boolean changé = false;
-                        if (x.getTotalCost()+data.getCost(suivant) < l.getTotalCost()){
+                        if (x.getRealCost()+data.getCost(suivant) < l.getRealCost()){
                             changé = true;
                         }
                         if(changé){
-                            if (l.getTotalCost() != Double.MAX_VALUE){
+                            if (l.getRealCost() != Double.MAX_VALUE){
                                 
                                 Tas.remove(l);
+                                l.setCost(x.getRealCost()+data.getCost(suivant));
+                                Tas.insert(l);
+                                l.setParent(suivant);
                             }
-                            l.setCost(x.getTotalCost()+data.getCost(suivant));
+                            else{
+                            l.setCost(x.getRealCost()+data.getCost(suivant));
                             Tas.insert(l);
                             l.setParent(suivant);
+                            }
                             
                             notifyNodeReached(suivant.getDestination());
                         }
@@ -83,7 +91,6 @@ public class DijkstraAlgorithm extends ShortestPathAlgorithm {
             Arcs.add(dest.getParent());
             dest = List_Label.get(dest.getParent().getOrigin().getId());
         }
-       
         Collections.reverse(Arcs);
         solution = new ShortestPathSolution(data, Status.OPTIMAL, new Path(data.getGraph(), Arcs));
         return solution;
diff --git a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/Label.java b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/Label.java
index a62dcf4..0dfe78f 100644
--- a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/Label.java
+++ b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/Label.java
@@ -22,12 +22,20 @@ public class Label implements Comparable<Label> {
     @Override
     public int compareTo(Label a) {
             int result;
-            if (a.getTotalCost() < cost){
-                result = 1;
-            }else if (a.getTotalCost()>cost){
+            if (this.getTotalCost() < a.cost){
                 result = -1;
+            }else if (this.getTotalCost()>a.cost){
+                result = 1;
             }else {
-                result = 0;
+                if(this.getTotalCost() == this.cost){
+                    result=1;
+                }
+                else if (this.cost <a.cost){
+                    result = -1;
+                }
+                else{
+                    result = 0;
+                }
             }
         return result;
     }
@@ -41,6 +49,11 @@ public class Label implements Comparable<Label> {
     public double getTotalCost() {
         return cost;
     }
+
+    public double getRealCost()
+    {
+        return cost;
+    }
     public Arc getParent() {
         return parent;
     }
diff --git a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/LabelStar.java b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/LabelStar.java
index b6bf335..a92645f 100644
--- a/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/LabelStar.java
+++ b/be-graphes-algos/src/main/java/org/insa/graphs/algorithm/shortestpath/LabelStar.java
@@ -7,23 +7,20 @@ import org.insa.graphs.model.Node;
 
 public class LabelStar extends Label{
     private double cost_Destination;
-    private double cost_Origin;
+    private double cost;
 
-    public LabelStar(Node sommet, double cost_Origin, Arc parent,double cost_Destination)
+
+    public LabelStar(Node sommet, double cost, Arc parent,double cost_Destination)
     {
-        super(sommet, cost_Origin, parent);
-        this.cost_Origin = cost_Origin;
+        super(sommet, cost, parent);
+        this.cost=cost;
         this.cost_Destination=cost_Destination;
 
     }
-
-    @Override
-    public int compareTo(Label a) {
-        return super.compareTo(a);
-    }
+    
     @Override
     public double getTotalCost() {
-        return cost_Destination+cost_Origin;
+        return this.cost_Destination+this.cost;
     }
 
 
@@ -32,18 +29,6 @@ public class LabelStar extends Label{
     }
 
 
-    public void setCost_Destination(double cost_Destination) {
-        this.cost_Destination = cost_Destination;
-    }
 
-
-    public double getCost_Origin() {
-        return cost_Origin;
-    }
-
-
-    public void setCost_Origin(double cost_Origin) {
-        this.cost_Origin = cost_Origin;
-    }
     
 }
diff --git a/be-graphes-algos/target/classes/org/insa/graphs/algorithm/shortestpath/AStarAlgorithm.class b/be-graphes-algos/target/classes/org/insa/graphs/algorithm/shortestpath/AStarAlgorithm.class
index 2eae295..fbcdc60 100644
Binary files a/be-graphes-algos/target/classes/org/insa/graphs/algorithm/shortestpath/AStarAlgorithm.class and b/be-graphes-algos/target/classes/org/insa/graphs/algorithm/shortestpath/AStarAlgorithm.class differ
diff --git a/be-graphes-algos/target/classes/org/insa/graphs/algorithm/shortestpath/DijkstraAlgorithm.class b/be-graphes-algos/target/classes/org/insa/graphs/algorithm/shortestpath/DijkstraAlgorithm.class
index 91bc887..2bc0b8a 100644
Binary files a/be-graphes-algos/target/classes/org/insa/graphs/algorithm/shortestpath/DijkstraAlgorithm.class and b/be-graphes-algos/target/classes/org/insa/graphs/algorithm/shortestpath/DijkstraAlgorithm.class differ