moeoNormalizedDistance.h

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

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

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

#ifndef MOEONORMALIZEDDISTANCE_H_
#define MOEONORMALIZEDDISTANCE_H_

#include <vector>
#include <utils/eoRealBounds.h>
#include <distance/moeoDistance.h>

template < class MOEOT , class Type = double >
class moeoNormalizedDistance : public moeoDistance < MOEOT , Type >
{
public:

    typedef typename MOEOT::ObjectiveVector ObjectiveVector;


    moeoNormalizedDistance()
    {
        bounds.resize(ObjectiveVector::Traits::nObjectives());
        // initialize bounds in case someone does not want to use them
        for (unsigned int i=0; i<ObjectiveVector::Traits::nObjectives(); i++)
        {
            bounds[i] = eoRealInterval(0,1);
        }
    }


    static double tiny()
    {
        return 1e-6;
    }


    virtual void setup(const eoPop < MOEOT > & _pop)
    {
        double min, max;
        for (unsigned int i=0; i<ObjectiveVector::Traits::nObjectives(); i++)
        {
            min = _pop[0].objectiveVector()[i];
            max = _pop[0].objectiveVector()[i];
            for (unsigned int j=1; 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
            setup(min, max, i);
        }
    }


    virtual void setup(double _min, double _max, unsigned int _obj)
    {
        if (_min == _max)
        {
            _min -= tiny();
            _max += tiny();
        }
        bounds[_obj] = eoRealInterval(_min, _max);
    }


    virtual void setup(eoRealInterval _realInterval, unsigned int _obj)
    {
        bounds[_obj] = _realInterval;
    }


protected:

    std::vector < eoRealInterval > bounds;

};

#endif /*MOEONORMALIZEDDISTANCE_H_*/

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