diff --git a/julia/txt_to_json.jl b/julia/txt_to_json.jl
index 30cc9bae88eab1aaa810f8791512f27e6a2f190e..f50b001126868749b55fa73e83ce6ba63eebddc9 100644
--- a/julia/txt_to_json.jl
+++ b/julia/txt_to_json.jl
@@ -188,7 +188,7 @@ end
 
 
 function euclidean_distance(x1, y1, x2, y2)
-    return round(sqrt((x2 - x1)^2 + (y2 - y1)^2), digits=2)
+    return sqrt((x2 - x1)^2 + (y2 - y1)^2)
 end
 
 
diff --git a/src/config.h b/src/config.h
index 967603c0225653fd5396c98d021520b46557e65b..444c3d046c583e3122b06423f30cfa03a7c462de 100644
--- a/src/config.h
+++ b/src/config.h
@@ -1,4 +1,6 @@
-const int EXCLUSION_PENALTY = 100;
+const int EXCLUSION_PENALTY = 1000000;
+
+const int ROUTE_PENALTY = 1000;
 
 const int RANDOM_SEED = 100;
 
diff --git a/src/lns/solution/solution.cpp b/src/lns/solution/solution.cpp
index 0a975ed32ea38a1d07fbbb70888fdf6073ab2160..2c540f1cb8ca461a5f9a905776ffcd99a4dcf598 100644
--- a/src/lns/solution/solution.cpp
+++ b/src/lns/solution/solution.cpp
@@ -61,9 +61,23 @@ double Solution::computeSolutionCost() const
 
 double Solution::computePenalisation() const
 {
-    return getBank().size() * EXCLUSION_PENALTY;
+    return getBank().size() * EXCLUSION_PENALTY + getNumberOfRoutes() * ROUTE_PENALTY;
 }
 
+int Solution::getNumberOfRoutes() const 
+{
+    int cpt = 0;
+    for (Route const &route : getRoutes())
+    {
+        if (!(route.getRoute().empty()))
+        {
+            cpt++;
+        }
+    }
+    return cpt;
+}
+
+
 void Solution::init()
 {
     initPairBank();
diff --git a/src/lns/solution/solution.h b/src/lns/solution/solution.h
index 4ad16c4f7e240e525629eca2297b9a63d7ebcf14..3de416ba1a81cc2c961688e99d8eb21f3e4571f2 100644
--- a/src/lns/solution/solution.h
+++ b/src/lns/solution/solution.h
@@ -76,6 +76,7 @@ public:
     PDPTWData const &getData() const;
     double getRawCost() const;
     double getCost() const;
+    int getNumberOfRoutes() const;
     unsigned int missingPairCount() const;
     std::vector<std::unique_ptr<Constraint>> const &getConstraints() const;
 
diff --git a/src/mains/main.cpp b/src/mains/main.cpp
index 1b4227b9cf26a8ff2ae75e3569834a7d28d8885f..4a7e564a96dbab16cb25c36780ae8421040ad970 100644
--- a/src/mains/main.cpp
+++ b/src/mains/main.cpp
@@ -86,8 +86,8 @@ int main(int argc, char **argv)
 
     ///////////////////////////////////////////////////////////////////////
 
-    std::string filepath = "/home/a24jacqb/Documents/Code/pdptw-main/data_in/n100/bar-n100-1.json";
-    //std::string filepath = "/home/a24jacqb/Documents/Code/pdptw-main/data_in/pdp_100/lc102.json";
+    //std::string filepath = "/home/a24jacqb/Documents/Code/pdptw-main/data_in/n100/bar-n100-1.json";
+    std::string filepath = "/home/a24jacqb/Documents/Code/pdptw-main/data_in/pdp_100/lc101.json";
     //std::string filepath = "/home/a24jacqb/Documents/Code/pdptw-main/data_in/Nantes_1.json";
     //std::string filepath = "/home/a24jacqb/Documents/Code/pdptw-main/data_in/n5000/bar-n5000-1.json";