moSA.h

00001 /* 
00002 * <moSA.h>
00003 * Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
00004 * (C) OPAC Team, LIFL, 2002-2007
00005 *
00006 * Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
00007 *
00008 * This software is governed by the CeCILL license under French law and
00009 * abiding by the rules of distribution of free software.  You can  use,
00010 * modify and/ or redistribute the software under the terms of the CeCILL
00011 * license as circulated by CEA, CNRS and INRIA at the following URL
00012 * "http://www.cecill.info".
00013 *
00014 * As a counterpart to the access to the source code and  rights to copy,
00015 * modify and redistribute granted by the license, users are provided only
00016 * with a limited warranty  and the software's author,  the holder of the
00017 * economic rights,  and the successive licensors  have only  limited liability.
00018 *
00019 * In this respect, the user's attention is drawn to the risks associated
00020 * with loading,  using,  modifying and/or developing or reproducing the
00021 * software by the user in light of its specific status of free software,
00022 * that may mean  that it is complicated to manipulate,  and  that  also
00023 * therefore means  that it is reserved for developers  and  experienced
00024 * professionals having in-depth computer knowledge. Users are therefore
00025 * encouraged to load and test the software's suitability as regards their
00026 * requirements in conditions enabling the security of their systems and/or
00027 * data to be ensured and,  more generally, to use and operate it in the
00028 * same conditions as regards security.
00029 * The fact that you are presently reading this means that you have had
00030 * knowledge of the CeCILL license and that you accept its terms.
00031 *
00032 * ParadisEO WebSite : http://paradiseo.gforge.inria.fr
00033 * Contact: paradiseo-help@lists.gforge.inria.fr
00034 *
00035 */
00036 
00037 #ifndef __moSA_h
00038 #define __moSA_h
00039 
00040 #include <eoOp.h>
00041 #include <eoEvalFunc.h>
00042 
00043 #include "moAlgo.h"
00044 #include "moRandMove.h"
00045 #include "moMoveIncrEval.h"
00046 #include "moCoolingSchedule.h"
00047 #include "moSolContinue.h"
00048 
00049 #include <math.h>
00050 
00052 
00055 template < class M > class moSA:public moAlgo < typename M::EOType >
00056 {
00057 
00059   typedef
00060     typename
00061     M::EOType
00062     EOT;
00063 
00065   typedef
00066     typename
00067     EOT::Fitness
00068     Fitness;
00069 
00070 public:
00071 
00073 
00083   moSA (moRandMove < M > &__move_rand,
00084         moMoveIncrEval < M > &__incr_eval,
00085         moSolContinue < EOT > &__cont,
00086         double __init_temp,
00087         moCoolingSchedule & __cool_sched, eoEvalFunc < EOT > &__full_eval):
00088   move_rand (__move_rand),
00089   incr_eval (__incr_eval),
00090   cont (__cont),
00091   init_temp (__init_temp),
00092   cool_sched (__cool_sched),
00093   full_eval (__full_eval)
00094   {
00095 
00096   }
00097 
00099 
00105   bool operator   ()(EOT & __sol)
00106   {
00107 
00108     if (__sol.invalid ())
00109       {
00110         full_eval (__sol);
00111       }
00112 
00113     double temp = init_temp;
00114 
00115     M move;
00116 
00117     EOT best_sol = __sol;
00118 
00119     do
00120       {
00121 
00122         cont.init ();
00123         do
00124           {
00125 
00126             move_rand (move);
00127 
00128             Fitness delta_fit = incr_eval (move, __sol) - __sol.fitness ();
00129 
00130             if (delta_fit > 0 || rng.uniform () < exp (delta_fit / temp))
00131               {
00132 
00133                 __sol.fitness (incr_eval (move, __sol));
00134                 move (__sol);
00135 
00136                 /* Updating the best solution found
00137                    until now ? */
00138                 if (__sol.fitness () > best_sol.fitness ())
00139                   best_sol = __sol;
00140               }
00141 
00142           }
00143         while (cont (__sol));
00144 
00145       }
00146     while (cool_sched (temp));
00147 
00148     __sol = best_sol;
00149 
00150     return true;
00151   }
00152 
00153 private:
00154 
00156   moRandMove < M > &move_rand;
00157 
00159   moMoveIncrEval < M > &incr_eval;
00160 
00162   moSolContinue < EOT > &cont;
00163 
00165   double  init_temp;
00166 
00168   moCoolingSchedule & cool_sched;
00169 
00171   eoEvalFunc < EOT > &full_eval;        // Full evaluator.
00172 };
00173 
00174 #endif

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