ILS v1 :)

git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@1727 331e1502-861f-0410-8da2-ba01fb791d7f

trunk/paradiseo-mo/src/acceptCrit/moAlwaysAcceptCrit.h

@@ -40,7 +40,7 @@ template< class Neighbor >
 class moAlwaysAcceptCrit : public moAcceptanceCriterion<Neighbor>, public moDummyMemory<Neighbor>{
 
 public:
-	typedef typename Neighor::EOT EOT;
+	typedef typename Neighbor::EOT EOT;
 
 	/**
 	 * Always accept the new solution

trunk/paradiseo-mo/src/continuator/moIterContinuator.h

@@ -0,0 +1,70 @@
+/*
+<moIterContinuator.h>
+Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
+
+Sébastien Verel, Arnaud Liefooghe, Jérémie Humeau
+
+This software is governed by the CeCILL license under French law and
+abiding by the rules of distribution of free software.  You can  ue,
+modify and/ or redistribute the software under the terms of the CeCILL
+license as circulated by CEA, CNRS and INRIA at the following URL
+"http://www.cecill.info".
+
+In this respect, the user's attention is drawn to the risks associated
+with loading,  using,  modifying and/or developing or reproducing the
+software by the user in light of its specific status of free software,
+that may mean  that it is complicated to manipulate,  and  that  also
+therefore means  that it is reserved for developers  and  experienced
+professionals having in-depth computer knowledge. Users are therefore
+encouraged to load and test the software's suitability as regards their
+requirements in conditions enabling the security of their systems and/or
+data to be ensured and,  more generally, to use and operate it in the
+same conditions as regards security.
+The fact that you are presently reading this means that you have had
+knowledge of the CeCILL license and that you accept its terms.
+
+ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef _moIterContinuator_h
+#define _moIterContinuator_h
+
+#include <continuator/moContinuator.h>
+
+/**
+ * Continue until a maximum fixed number of iterations is reached
+ */
+template< class NH >
+class moIterContinuator : public moContinuator<NH>
+{
+public:
+    typedef typename NH::EOT EOT ;
+
+	/**
+	 * @param _maxIter number maximum of iterations
+	 */
+    moIterContinuator(unsigned int _maxIter): maxIter(_maxIter){}
+
+    /**
+     *@param _solution a solution
+     *@return true if counter < maxIter
+     */
+    virtual bool operator()(EOT & _solution) {
+        return (cpt++ < maxIter);
+    }
+
+    /**
+     * reset the counter of iteration
+     * @param _solution a solution
+     */
+    virtual void init(EOT & _solution) {
+    	cpt=0;
+    }
+
+private:
+    unsigned int maxIter;
+    unsigned int cpt;
+
+};
+#endif

trunk/paradiseo-mo/src/coolingSchedule/moCoolingSchedule.h

@@ -35,6 +35,8 @@
 #ifndef _moCoolingSchedule_h
 #define _moCoolingSchedule_h
 
+#include <eoFunctor.h>
+
 /**
  * Cooling Schedule of the temperature in the simulated algorithm
  * 
@@ -47,20 +49,14 @@ public:
    * Initial temperature
    * @param _solution initial solution 
    */
-  double init(EOT & _solution) = 0;
+  virtual double init(EOT & _solution) = 0;
 
   /**
    * update the temperature
    * @param _temp current temperature to update
    */
-  void update(double& _temp) = 0;
+  virtual void update(double& _temp) = 0;
 
-  /**
-   * test the ending of the process
-   * @param _temp current temperature 
-   * @return true if the process could be continue 
-   */
-  // bool operator()(double _temp) = 0;
 };
 
 

trunk/paradiseo-mo/src/coolingSchedule/moSimpleCoolingSchedule.h

@@ -43,7 +43,7 @@
  * 
  */
 template< class EOT >
-class moSimpleCoolingSchedule : public eoUF<double, bool>
+class moSimpleCoolingSchedule : public moCoolingSchedule<EOT>
 {
 public:
   /**
@@ -91,18 +91,14 @@ public:
 private:
   // initial temperature
   double initT;
-
-  // threshold temperature
-  double finalT;
-
   // coefficient of decrease
   double alpha;
-
   // maximum number of iterations at the same temperature
-  unisgned span;
+  unsigned int span;
-
+  // threshold temperature
+  double finalT;
   // number of steps with the same temperature
-  unsigned step;
+  unsigned int step;
 };
 
 

trunk/paradiseo-mo/src/eval/moDummyEval.h

@@ -0,0 +1,52 @@
+/*
+<moDummyEval.h>
+Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
+
+Sébastien Verel, Arnaud Liefooghe, Jérémie Humeau
+
+This software is governed by the CeCILL license under French law and
+abiding by the rules of distribution of free software.  You can  ue,
+modify and/ or redistribute the software under the terms of the CeCILL
+license as circulated by CEA, CNRS and INRIA at the following URL
+"http://www.cecill.info".
+
+In this respect, the user's attention is drawn to the risks associated
+with loading,  using,  modifying and/or developing or reproducing the
+software by the user in light of its specific status of free software,
+that may mean  that it is complicated to manipulate,  and  that  also
+therefore means  that it is reserved for developers  and  experienced
+professionals having in-depth computer knowledge. Users are therefore
+encouraged to load and test the software's suitability as regards their
+requirements in conditions enabling the security of their systems and/or
+data to be ensured and,  more generally, to use and operate it in the
+same conditions as regards security.
+The fact that you are presently reading this means that you have had
+knowledge of the CeCILL license and that you accept its terms.
+
+ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef _moDummyEval_h
+#define _moDummyEval_h
+
+#include <eval/moEval.h>
+
+/**
+ * Dummy Evaluation function
+ */
+template<class N>
+class moDummyEval : public moEval<N>{
+public:
+    typedef typename N::EOT EOT;
+    typedef typename EOT::Fitness Fitness;
+
+    /**
+	 * NOTHING TO DO
+	 * @param _sol a solution
+	 */
+	void operator()(EOT& _sol, N& _n){}
+
+};
+
+#endif

trunk/paradiseo-mo/src/explorer/moILSexplorer.h

@@ -41,20 +41,21 @@
 #include <algo/moLocalSearch.h>
 #include <perturb/moPerturbation.h>
 #include <acceptCrit/moAcceptanceCriterion.h>
+#include <neighborhood/moDummyNeighborhood.h>
+#include <neighborhood/moDummyNeighbor.h>
 
 /**
  * Explorer for an Iterated Local Search
  */
 template< class NHE >
-class moILSexplorer : public moNeighborhoodExplorer<typename NHE::Neighborhood>
+class moILSexplorer : public moNeighborhoodExplorer<moDummyNeighborhood<moDummyNeighbor<typename NHE::Neighborhood::EOT, typename NHE::Neighborhood::EOT::Fitness> > >
 {
 public:
     typedef typename NHE::Neighborhood Neighborhood ;
     typedef typename Neighborhood::EOT EOT ;
     typedef typename Neighborhood::Neighbor Neighbor ;
-
+	typedef moDummyNeighbor<EOT,typename EOT::Fitness> dummyNeighbor;
-    using moNeighborhoodExplorer<Neighborhood>::neighborhood;
+	typedef moDummyNeighborhood<dummyNeighbor> dummyNeighborhood;
-    using moNeighborhoodExplorer<Neighborhood>::eval;
 
 	/**
 	 * Constructor
@@ -62,7 +63,7 @@ public:
 	 * @param _perturb a perturbation operator
 	 * @param _acceptCrit a acceptance criteria
 	 */
-    moILSexplorer(moLocalSearch<NHE>& _ls, moPerturbation<Neighbor>& _perturb, moAcceptanceCriterion<Neighbor>& _acceptCrit) : ls(_ls), perturb(_perturb), acceptCrit(_acceptCrit){
+    moILSexplorer(moLocalSearch<NHE>& _ls, moPerturbation<Neighbor>& _perturb, moAcceptanceCriterion<Neighbor>& _acceptCrit) : moNeighborhoodExplorer<dummyNeighborhood>(), ls(_ls), perturb(_perturb), acceptCrit(_acceptCrit){
     	firstIteration=true;
     }
 
@@ -88,7 +89,7 @@ public:
 	 * @param _solution the current solution
 	 */
     virtual void updateParam(EOT & _solution){
-    	if((*this).isMoved()){
+    	if((*this).moveApplied()){
     		perturb.add(_solution,emptyNeighbor);
     		acceptCrit.add(_solution,emptyNeighbor);
     	}
@@ -110,8 +111,10 @@ public:
     	current=_solution;
 
     	//perturb solution exept at the first iteration
-    	if(!firstIteration)
+    	if(!firstIteration){
     		perturb(current);
+
+    	}
     	else
     		firstIteration=false;
 

trunk/paradiseo-mo/src/explorer/moNeighborhoodExplorer.h

@@ -40,6 +40,9 @@
 
 #include <neighborhood/moNeighborhood.h>
 #include <eval/moEval.h>
+//#include <neighborhood/moDummyNeighbor.h>
+#include <neighborhood/moDummyNeighborhood.h>
+#include <eval/moDummyEval.h>
 
 /**
  * Explore the neighborhood
@@ -50,8 +53,11 @@ class moNeighborhoodExplorer : public eoUF<typename NH::EOT&, void>
 public:
     typedef NH Neighborhood ;
     typedef typename Neighborhood::EOT EOT ;
+    typedef typename EOT::Fitness Fitness ;
     typedef typename Neighborhood::Neighbor Neighbor ;
 
+    moNeighborhoodExplorer():neighborhood(dummyNeighborhood), eval(dummyEval), isMoved(false) {}
+
     /**
      * Constructor with a Neighborhood and evaluation function
      * @param _neighborhood the neighborhood
@@ -123,6 +129,8 @@ public:
     }
 
 protected:
+    moDummyNeighborhood<Neighbor> dummyNeighborhood;
+    moDummyEval<Neighbor> dummyEval;
     Neighborhood & neighborhood;
     moEval<Neighbor>& eval;
     bool isMoved;

trunk/paradiseo-mo/src/explorer/moSAexplorer.h

@@ -67,7 +67,7 @@ public:
      * @param _solNeighborComparator a solution vs neighbor comparator
      * @param _nbStep maximum number of step to do
      */
-  moSAexplorer(Neighborhood& _neighborhood, moEval<Neighbor>& _eval, moSolNeighborComparator<Neighbor>& _solNeighborComparator, moCoolingSchedule<EOT> _coolingSchedule) : moNeighborhoodExplorer<Neighborhood>(_neighborhood, _eval), solNeighborComparator(_solNeighborComparator), coolingSchedule(_coolingSchedule) {
+  moSAexplorer(Neighborhood& _neighborhood, moEval<Neighbor>& _eval, moSolNeighborComparator<Neighbor>& _solNeighborComparator, moCoolingSchedule<EOT>& _coolingSchedule) : moNeighborhoodExplorer<Neighborhood>(_neighborhood, _eval), solNeighborComparator(_solNeighborComparator), coolingSchedule(_coolingSchedule) {
         isAccept = false;
 
         if (!neighborhood.isRandom()) {
@@ -168,11 +168,9 @@ private:
     // comparator betwenn solution and neighbor
     moSolNeighborComparator<Neighbor>& solNeighborComparator;
 
-    // current number of step
+    moCoolingSchedule<EOT>& coolingSchedule;
-    unsigned int step;
 
-    // maximum number of steps to do
+    double temperature;
-    unsigned int nbStep;
 
     //Pointer on the best and the current neighbor
     Neighbor current;

trunk/paradiseo-mo/src/mo.h

@@ -58,6 +58,7 @@
 #include <continuator/moStat.h>
 #include <continuator/moStatBase.h>
 #include <continuator/moTrueContinuator.h>
+#include <continuator/moIterContinuator.h>
 
 #include <eval/moEval.h>
 #include <eval/moFullEvalByCopy.h>
@@ -103,8 +104,8 @@
 #include <acceptCrit/moAcceptanceCriterion.h>
 #include <acceptCrit/moAlwaysAcceptCrit.h>
 
-#include <coolingschedule/moCoolingSchedule.h>
+#include <coolingSchedule/moCoolingSchedule.h>
-#include <coolingschedule/moSimpleCoolingSchedule.h>
+#include <coolingSchedule/moSimpleCoolingSchedule.h>
 
 //#include <old/moMove.h>
 //#include <old/moMoveIncrEval.h>

trunk/paradiseo-mo/src/neighborhood/moDummyNeighbor.h

@@ -0,0 +1,48 @@
+/*
+<moDummyNeighbor.h>
+Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
+
+Sébastien Verel, Arnaud Liefooghe, Jérémie Humeau
+
+This software is governed by the CeCILL license under French law and
+abiding by the rules of distribution of free software.  You can  ue,
+modify and/ or redistribute the software under the terms of the CeCILL
+license as circulated by CEA, CNRS and INRIA at the following URL
+"http://www.cecill.info".
+
+In this respect, the user's attention is drawn to the risks associated
+with loading,  using,  modifying and/or developing or reproducing the
+software by the user in light of its specific status of free software,
+that may mean  that it is complicated to manipulate,  and  that  also
+therefore means  that it is reserved for developers  and  experienced
+professionals having in-depth computer knowledge. Users are therefore
+encouraged to load and test the software's suitability as regards their
+requirements in conditions enabling the security of their systems and/or
+data to be ensured and,  more generally, to use and operate it in the
+same conditions as regards security.
+The fact that you are presently reading this means that you have had
+knowledge of the CeCILL license and that you accept its terms.
+
+ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef _moDummyNeighbor_h
+#define _moDummyNeighbor_h
+
+#include <neighborhood/moNeighbor.h>
+
+/**
+ * Dummy Neighborhood
+ */
+template< class EOT , class Fitness >
+class moDummyNeighbor : public moNeighbor< EOT,Fitness>{
+public:
+
+    /**
+     * NOTHING TO DO
+     * @param _solution the related solution
+     */
+    virtual void move(EOT& _solution){}
+};
+#endif

trunk/paradiseo-mo/src/neighborhood/moDummyNeighborhood.h

@@ -0,0 +1,78 @@
+/*
+<moDummyNeighborhood.h>
+Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
+
+Sébastien Verel, Arnaud Liefooghe, Jérémie Humeau
+
+This software is governed by the CeCILL license under French law and
+abiding by the rules of distribution of free software.  You can  ue,
+modify and/ or redistribute the software under the terms of the CeCILL
+license as circulated by CEA, CNRS and INRIA at the following URL
+"http://www.cecill.info".
+
+In this respect, the user's attention is drawn to the risks associated
+with loading,  using,  modifying and/or developing or reproducing the
+software by the user in light of its specific status of free software,
+that may mean  that it is complicated to manipulate,  and  that  also
+therefore means  that it is reserved for developers  and  experienced
+professionals having in-depth computer knowledge. Users are therefore
+encouraged to load and test the software's suitability as regards their
+requirements in conditions enabling the security of their systems and/or
+data to be ensured and,  more generally, to use and operate it in the
+same conditions as regards security.
+The fact that you are presently reading this means that you have had
+knowledge of the CeCILL license and that you accept its terms.
+
+ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef _moDummyNeighborhood_h
+#define _moDummyNeighborhood_h
+
+#include <neighborhood/moDummyNeighbor.h>
+
+/**
+ * Dummy Neighborhood
+ */
+template< class N >
+class moDummyNeighborhood : public moNeighborhood<N>{
+public:
+	typedef N Neighbor;
+    typedef typename Neighbor::EOT EOT;
+
+    /**
+     * NOTHING TO DO
+     * @param _solution the related solution
+     * @return always false
+     */
+    virtual bool hasNeighbor(EOT & _solution){
+    	return false;
+    }
+
+    /**
+     * NOTHING TO DO
+     * @param _solution the solution to explore
+     * @param _current the first neighbor
+     */
+    virtual void init(EOT & _solution, Neighbor & _current){}
+
+    /**
+     * NOTHING TO DO
+     * @param _solution the solution to explore
+     * @param _current the next neighbor
+     */
+    virtual void next(EOT & _solution, Neighbor & _current){}
+
+    /**
+     * NOTHING TO DO
+     * @param _solution the solution to explore
+     * @return always false
+     */
+    virtual bool cont(EOT & _solution){
+    	return false;
+    }
+
+};
+
+#endif

trunk/paradiseo-mo/src/perturb/moMonOpPerturb.h

@@ -30,8 +30,10 @@ Contact: paradiseo-help@lists.gforge.inria.fr
 #ifndef _moMonOpPerturb_h
 #define _moMonOpPerturb_h
 
+#include <eoEvalFunc.h>
 #include <eoOp.h>
 #include <perturb/moPerturbation.h>
+#include <memory/moDummyMemory.h>
 
 /**
  * Perturbation operator using only a eoMonOp
@@ -46,7 +48,7 @@ public:
 	 * Default Constructor
 	 * @param _monOp an eoMonOp (pertubation operator)
 	 */
-	moMonOpPerturb(eoMonOp<EOT>& _monOp):monOp(_monOp){}
+	moMonOpPerturb(eoMonOp<EOT>& _monOp, eoEvalFunc<EOT>& _fullEval):monOp(_monOp), fullEval(_fullEval){}
 
 	/**
 	 * Apply monOp on the solution
@@ -54,12 +56,15 @@ public:
 	 * @return value of monOp
 	 */
 	bool operator()(EOT& _solution){
-		return monOp(_solution);
+		bool res = monOp(_solution);
+		fullEval(_solution);
+		return res;
 	}
 
 private:
 	/** monOp */
 	eoMonOp<EOT>& monOp;
+	eoEvalFunc<EOT>& fullEval;
 };
 
 #endif

trunk/paradiseo-mo/test/moTestClass.h

@@ -63,7 +63,7 @@ typedef moDummyRndNeighborhood bitNeighborhood ;
 
 typedef EO<int> Solution;
 
-class moDummyNeighbor : public moNeighbor<Solution,int> {
+class moDummyNeighborTest : public moNeighbor<Solution,int> {
 public:
     virtual void move(Solution & _solution) {}
 };
@@ -74,11 +74,11 @@ public:
     virtual void moveBack(Solution & _solution) {}
 };
 
-class moDummyNeighborhood : public moNeighborhood<moDummyNeighbor> {
+class moDummyNeighborhoodTest : public moNeighborhood<moDummyNeighborTest> {
 public:
-    typedef moDummyNeighbor Neighbor;
+    typedef moDummyNeighborTest Neighbor;
 
-    moDummyNeighborhood():i(0),j(0) {}
+    moDummyNeighborhoodTest():i(0),j(0) {}
 
     virtual bool hasNeighbor(EOT & _solution) {
         bool res;
@@ -100,7 +100,7 @@ private:
     int i,j;
 };
 
-class moDummyEval: public eoEvalFunc<Solution> {
+class moDummyEvalTest: public eoEvalFunc<Solution> {
 public:
     void operator()(Solution& _sol) {
         if (_sol.invalid())

trunk/paradiseo-mo/test/t-moFullEvalByCopy.cpp

@@ -45,11 +45,11 @@ int main() {
     std::cout << "[t-moFullEvalByCopy] => START" << std::endl;
 
     Solution sol;
-    moDummyNeighbor neighbor;
+    moDummyNeighborTest neighbor;
-    moDummyEval eval;
+    moDummyEvalTest eval;
 
     //verif constructor
-    moFullEvalByCopy<moDummyNeighbor> test(eval);
+    moFullEvalByCopy<moDummyNeighborTest> test(eval);
 
     sol.fitness(3);
 

trunk/paradiseo-mo/test/t-moFullEvalByModif.cpp

@@ -46,7 +46,7 @@ int main() {
 
     Solution sol;
     moDummyBackableNeighbor neighbor;
-    moDummyEval eval;
+    moDummyEvalTest eval;
 
     //verif constructor
     moFullEvalByModif<moDummyBackableNeighbor> test(eval);

trunk/paradiseo-mo/test/t-moNeighbor.cpp

@@ -42,7 +42,7 @@ int main() {
     std::cout << "[t-moNeighbor] => START" << std::endl;
 
     //test constructor
-    moDummyNeighbor test1, test2;
+    moDummyNeighborTest test1, test2;
 
     test1.fitness(3);
     //test operateur d'affectation
@@ -50,7 +50,7 @@ int main() {
     assert(test1.fitness()==test2.fitness());
 
     //test operateur de copy
-    moDummyNeighbor test3(test1);
+    moDummyNeighborTest test3(test1);
     assert(test1.fitness()==test3.fitness());
 
     test1.printOn(std::cout);

trunk/paradiseo-mo/test/t-moSimpleHCexplorer.cpp

@@ -48,15 +48,15 @@ int main() {
     std::cout << "[t-moSimpleHCexplorer] => START" << std::endl;
 
     Solution sol;
-    moDummyNeighbor neighbor;
+    moDummyNeighborTest neighbor;
-    moDummyEval eval;
+    moDummyEvalTest eval;
-    moDummyNeighborhood nh;
+    moDummyNeighborhoodTest nh;
-    moFullEvalByCopy<moDummyNeighbor> fulleval(eval);
+    moFullEvalByCopy<moDummyNeighborTest> fulleval(eval);
-    moNeighborComparator<moDummyNeighbor> comp;
+    moNeighborComparator<moDummyNeighborTest> comp;
-    moSolNeighborComparator<moDummyNeighbor> solNeighborComp;
+    moSolNeighborComparator<moDummyNeighborTest> solNeighborComp;
 
     //verif constructor
-    moSimpleHCexplorer<moDummyNeighborhood> test(nh, fulleval, comp, solNeighborComp);
+    moSimpleHCexplorer<moDummyNeighborhoodTest> test(nh, fulleval, comp, solNeighborComp);
 
     //verif operator() et accept: le neigorhood est construit pour qu'on tombe dans les 3 cas suivants:
     //hasNeighbor() retourne faux a l'entrée de l'operator() donc on doit pas continuer

trunk/paradiseo-mo/test/t-moTrueContinuator.cpp

@@ -43,7 +43,7 @@ int main() {
 
     std::cout << "[t-moTrueContinuator] => START" << std::endl;
 
-    moTrueContinuator<moDummyNeighborhood> test;
+    moTrueContinuator<moDummyNeighborhoodTest> test;
     Solution s;
 
     assert(test(s));

trunk/paradiseo-mo/tutorial/oneMax/application/testILS.cpp

@@ -18,6 +18,7 @@
 // the general include for eo
 #include <eo>
 #include <ga.h>
+#include <ga/eoBitOp.h>
 
 using namespace std;
 
@@ -37,11 +38,16 @@ using namespace std;
 #include <explorer/moSimpleHCexplorer.h>
 #include <explorer/moILSexplorer.h>
 
+#include <perturb/moMonOpPerturb.h>
+#include <acceptCrit/moAlwaysAcceptCrit.h>
+#include <continuator/moIterContinuator.h>
+
 // REPRESENTATION
 //-----------------------------------------------------------------------------
 typedef eoBit<unsigned> Indi;
 typedef moBitNeighbor<unsigned int> Neighbor ; // incremental evaluation
 typedef moOrderNeighborhood<Neighbor> Neighborhood ;
+typedef moSimpleHCexplorer<Neighborhood> NHE;
 
 void main_function(int argc, char **argv)
 {
@@ -161,7 +167,20 @@ void main_function(int argc, char **argv)
 
     moTrueContinuator<Neighborhood> continuator;//always continue
 
-    moLocalSearch< moSimpleHCexplorer<Neighborhood> > localSearch(explorer, continuator, eval);
+    moLocalSearch< NHE > hc(explorer, continuator, eval);
+
+    eoBitMutation<Indi> monOp(1.0/vecSize);
+
+    moMonOpPerturb<Neighbor> perturb(monOp, eval);
+
+    moAlwaysAcceptCrit<Neighbor> accept;
+
+    moILSexplorer< NHE > explorerILS(hc, perturb, accept);
+
+    moIterContinuator<Neighborhood> continuatorILS(10);
+
+    moLocalSearch< moILSexplorer< moSimpleHCexplorer<Neighborhood> > >localSearch(explorerILS, continuatorILS, eval);
+
 
     /* =========================================================
      *

trunk/paradiseo-mo/tutorial/oneMax/application/testSimulatedAnnealing.cpp

@@ -66,10 +66,6 @@ void main_function(int argc, char **argv)
     parser.processParam( vecSizeParam, "Representation" );
     unsigned vecSize = vecSizeParam.value();
 
-    eoValueParam<unsigned int> stepParam(10, "nbStep", "Number of steps of the random walk", 'n');
-    parser.processParam( stepParam, "Representation" );
-    unsigned nbStep = stepParam.value();
-
     // the name of the "status" file where all actual parameter values will be saved
     string str_status = parser.ProgramName() + ".status"; // default value
     eoValueParam<string> statusParam(str_status.c_str(), "status", "Status file");
@@ -154,7 +150,7 @@ void main_function(int argc, char **argv)
      * ========================================================= */
 
     // initial temp, factor of decrease, number of steps without decrease, final temp.
-    moSimpleCoolingSchdedule<Indi> coolingSchedule(10, 0.9, 1, 0.01);
+    moSimpleCoolingSchedule<Indi> coolingSchedule(10, 0.9, 1, 0.01);
 
     /* =========================================================
      *
@@ -172,7 +168,7 @@ void main_function(int argc, char **argv)
 
     moTrueContinuator<Neighborhood> continuator;//always continue
 
-    moLocalSearch< moMetropolisHastingExplorer<Neighborhood> > localSearch(explorer, continuator, eval);
+    moLocalSearch< moSAexplorer<Neighborhood> > localSearch(explorer, continuator, eval);
 
     /* =========================================================
      *