moeoReferencePointIndicatorBasedFitnessAssignment.h

// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-

//-----------------------------------------------------------------------------
// moeoReferencePointIndicatorBasedFitnessAssignment.h
// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007
/*
    This library...

    Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr
 */
//-----------------------------------------------------------------------------

#ifndef MOEOREFERENCEPOINTINDICATORBASEDFITNESSASSIGNMENT_H_
#define MOEOREFERENCEPOINTINDICATORBASEDFITNESSASSIGNMENT_H_

#include <math.h>
#include <eoPop.h>
#include <fitness/moeoFitnessAssignment.h>
#include <metric/moeoNormalizedSolutionVsSolutionBinaryMetric.h>

template < class MOEOT >
class moeoReferencePointIndicatorBasedFitnessAssignment : public moeoFitnessAssignment < MOEOT >
{
public:

    typedef typename MOEOT::ObjectiveVector ObjectiveVector;

    moeoReferencePointIndicatorBasedFitnessAssignment (ObjectiveVector & _refPoint, moeoNormalizedSolutionVsSolutionBinaryMetric < ObjectiveVector, double > & _metric) :
            refPoint(_refPoint), metric(_metric)
    {}


    void operator()(eoPop < MOEOT > & _pop)
    {
        // 1 - setting of the bounds
        setup(_pop);
        // 2 - setting fitnesses
        setFitnesses(_pop);
    }


    void updateByDeleting(eoPop < MOEOT > & _pop, ObjectiveVector & _objVec)
    {
        // nothing to do  ;-)
    }


protected:

    ObjectiveVector & refPoint;
    moeoNormalizedSolutionVsSolutionBinaryMetric < ObjectiveVector, double > & metric;


    void setup(const eoPop < MOEOT > & _pop)
    {
        double min, max;
        for (unsigned int i=0; i<ObjectiveVector::Traits::nObjectives(); i++)
        {
            min = refPoint[i];
            max = refPoint[i];
            for (unsigned int j=0; j<_pop.size(); j++)
            {
                min = std::min(min, _pop[j].objectiveVector()[i]);
                max = std::max(max, _pop[j].objectiveVector()[i]);
            }
            // setting of the bounds for the objective i
            metric.setup(min, max, i);
        }
    }

    void setFitnesses(eoPop < MOEOT > & _pop)
    {
        for (unsigned int i=0; i<_pop.size(); i++)
        {
            _pop[i].fitness(- metric(_pop[i].objectiveVector(), refPoint) );
        }
    }

};

#endif /*MOEOREFERENCEPOINTINDICATORBASEDFITNESSASSIGNMENT_H_*/

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