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mo/src/continuator/moFitnessVarianceStat.h
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mo/src/continuator/moFitnessVarianceStat.h
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/*
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<moBestFitnessStat.h>
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Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
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Sébastien Verel, Arnaud Liefooghe, Jérémie Humeau
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This software is governed by the CeCILL license under French law and
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abiding by the rules of distribution of free software. You can use,
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modify and/ or redistribute the software under the terms of the CeCILL
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license as circulated by CEA, CNRS and INRIA at the following URL
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"http://www.cecill.info".
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As a counterpart to the access to the source code and rights to copy,
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modify and redistribute granted by the license, users are provided only
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with a limited warranty and the software's author, the holder of the
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economic rights, and the successive licensors have only limited liability.
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In this respect, the user's attention is drawn to the risks associated
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with loading, using, modifying and/or developing or reproducing the
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software by the user in light of its specific status of free software,
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that may mean that it is complicated to manipulate, and that also
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therefore means that it is reserved for developers and experienced
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professionals having in-depth computer knowledge. Users are therefore
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encouraged to load and test the software's suitability as regards their
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requirements in conditions enabling the security of their systems and/or
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data to be ensured and, more generally, to use and operate it in the
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same conditions as regards security.
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The fact that you are presently reading this means that you have had
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knowledge of the CeCILL license and that you accept its terms.
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ParadisEO WebSite : http://paradiseo.gforge.inria.fr
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Contact: paradiseo-help@lists.gforge.inria.fr
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*/
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#ifndef moFitnessVarianceStat_h
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#define moFitnessVarianceStat_h
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#include <continuator/moStat.h>
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/**
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* Statistic that incrementally computes the variance of the fitness of the solutions during the search
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*/
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template <class EOT>
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class moFitnessVarianceStat : public moStat<EOT, typename EOT::Fitness>
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{
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public :
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typedef typename EOT::Fitness Fitness;
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using moStat< EOT , typename EOT::Fitness >::value;
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/**
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* Default Constructor
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* @param _reInitSol when true the best so far is reinitialized
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*/
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moFitnessVarianceStat(bool _reInitSol = true)
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: moStat<EOT, typename EOT::Fitness>(Fitness(), "var"),
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reInitSol(_reInitSol), firstTime(true),
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nbSolutionsEncountered(0), currentAvg(0), currentVar(0)
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{ }
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/**
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* Initialization of the best solution on the first one
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* @param _sol the first solution
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*/
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virtual void init(EOT & _sol) {
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if (reInitSol || firstTime)
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{
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value() = 0.0;
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nbSolutionsEncountered = currentAvg = currentVar = 0;
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firstTime = false;
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}
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/*else if (firstTime)
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{
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value() = 0.0;
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firstTime = false;
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}*/
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operator()(_sol);
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}
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/**
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* Update the best solution
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* @param _sol the current solution
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*/
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virtual void operator()(EOT & _sol) {
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++nbSolutionsEncountered;
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double x = _sol.fitness();
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double oldAvg = currentAvg;
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currentAvg = oldAvg + (x - oldAvg)/nbSolutionsEncountered;
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if (nbSolutionsEncountered > 1) // <- not really necessary
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{
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//value() = (value()/nbSolutionsEncountered + _sol.fitness())/(nbSolutionsEncountered+1);
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double oldVar = currentVar;
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currentVar = oldVar + (x - oldAvg) * (x - currentAvg);
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value() = currentVar/nbSolutionsEncountered;
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}
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}
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/**
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* @return name of the class
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*/
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virtual std::string className(void) const {
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return "moFitnessVarianceStat";
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}
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protected:
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bool reInitSol;
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bool firstTime;
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double
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nbSolutionsEncountered
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, currentAvg
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, currentVar // actually the var * n
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;
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};
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#endif // moFitnessVarianceStat_h
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@ -95,7 +95,7 @@ set (TEST_LIST
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t-moStatistics
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t-moIndexedVectorTabuList
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# t-moRndIndexedVectorTabuList
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t-moStdFitnessNeighborStat
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t-moFitnessVarianceStat
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t-moStdDevEstimator
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t-moDynSpanCoolingSchedule
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t-moTriki
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@ -4,7 +4,7 @@
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#include <eo>
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//#include "eoReal.h"
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#include "continuator/moStdFitnessNeighborStat.h"
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#include "continuator/moFitnessVarianceStat.h"
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#include "neighborhood/moRealNeighbor.h"
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#include "neighborhood/moRealNeighborhood.h"
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@ -15,8 +15,8 @@ typedef moRealNeighbor< EOT > Neighbor;
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int main(int ac, char** av)
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{
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moNeighborhoodStat<Neighbor> nhStat
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moStdFitnessNeighborStat<Neighbor> stat(nhStat);
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//moNeighborhoodStat<Neighbor> nhStat
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moFitnessVarianceStat<Neighbor> stat();
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EOT solution(2, 5);
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stat(solution);
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//assert(stat.value() == 1);
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