diff --git a/tags/paradiseo-ix86-1.1/paradiseo-moeo/tutorial/Lesson2/FlowShopEA.cpp b/tags/paradiseo-ix86-1.1/paradiseo-moeo/tutorial/Lesson2/FlowShopEA.cpp
index 9f7ee9722..d3e364520 100644
--- a/tags/paradiseo-ix86-1.1/paradiseo-moeo/tutorial/Lesson2/FlowShopEA.cpp
+++ b/tags/paradiseo-ix86-1.1/paradiseo-moeo/tutorial/Lesson2/FlowShopEA.cpp
@@ -116,7 +116,7 @@ int main(int argc, char* argv[])
         // help ?
         make_help(parser);
 
-        // first evalution
+        // first evalution (for printing)
         apply<FlowShop>(eval, pop);
 
         // printing of the initial population
@@ -125,7 +125,7 @@ int main(int argc, char* argv[])
         cout << endl;
 
         // run the algo
-        do_run(algo, pop);
+        algo(pop);
 
         // printing of the final population
         cout << "Final Population\n";
diff --git a/tags/paradiseo-ix86-1.1/paradiseo-moeo/tutorial/Lesson3/FlowShopEA.cpp b/tags/paradiseo-ix86-1.1/paradiseo-moeo/tutorial/Lesson3/FlowShopEA.cpp
index 87aa59ad5..bb1d0f09b 100644
--- a/tags/paradiseo-ix86-1.1/paradiseo-moeo/tutorial/Lesson3/FlowShopEA.cpp
+++ b/tags/paradiseo-ix86-1.1/paradiseo-moeo/tutorial/Lesson3/FlowShopEA.cpp
@@ -101,7 +101,7 @@ int main(int argc, char* argv[])
       // help ?
       make_help(parser);
 
-      // first evalution
+      // first evalution (for printing)
       apply<FlowShop>(eval, pop);
 
       // printing of the initial population
@@ -110,7 +110,7 @@ int main(int argc, char* argv[])
       cout << endl;
 
       // run the algo
-      do_run(algo, pop);
+      algo(pop);
 
       // printing of the final population
       cout << "Final Population\n";