/*
* <moeoASEEA.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
* (C) OPAC Team, LIFL, 2002-2007
*
* Arnaud Liefooghe
* Jérémie Humeau
* François Legillon
* Thibaut demaret
*
* This software is governed by the CeCILL license under French law and
* abiding by the rules of distribution of free software.  You can  use,
* 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".
*
* As a counterpart to the access to the source code and  rights to copy,
* modify and redistribute granted by the license, users are provided only
* with a limited warranty  and the software's author,  the holder of the
* economic rights,  and the successive licensors  have only  limited liability.
*
* 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 MOEOASEEA_H_
#define MOEOASEEA_H_

#include <eoBreed.h>
#include <eoCloneOps.h>
#include <eoContinue.h>
#include <eoEvalFunc.h>
#include <eoGenContinue.h>
#include <eoGeneralBreeder.h>
#include <eoGenOp.h>
#include <eoPopEvalFunc.h>
#include <eoSGAGenOp.h>
#include <algo/moeoEA.h>
#include <archive/moeoArchive.h>
#include <selection/moeoRandomSelect.h>
#include <selection/moeoSelectFromPopAndArch.h>
#include <selection/moeoDetArchiveSelect.h>

/**
 * ASEEA (Adaptive Simple Elitist Evolutionary Algorithm).
 */
template < class MOEOT >
class moeoASEEA : public moeoEA < MOEOT >
{
public:

    /**
     * Ctor with a crossover, a mutation and their corresponding rates.
     * @param _maxGen number of generations before stopping
     * @param _eval evaluation function
     * @param _crossover crossover
     * @param _pCross crossover probability
     * @param _mutation mutation
     * @param _pMut mutation probability
     * @param _archive archive
     * @param _max the max size for the pop
     */
    moeoASEEA (unsigned int _maxGen, eoEvalFunc < MOEOT > & _eval, eoQuadOp < MOEOT > & _crossover, double _pCross, eoMonOp < MOEOT > & _mutation, double _pMut, moeoArchive < MOEOT > & _archive, unsigned int _max) :
            defaultGenContinuator(_maxGen), continuator(defaultGenContinuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), selectMany(_archive, _max), transform(_crossover, _pCross, _mutation, _pMut), selectTransform(selectMany, transform), breed (selectTransform), archive(_archive)
    {}


    /**
     * Ctor with a eoContinue.
     * @param _continuator stopping criteria
     * @param _eval evaluation function
     * @param _crossover crossover
     * @param _pCross crossover probability
     * @param _mutation mutation
     * @param _pMut mutation probability
     * @param _archive archive
     * @param _max the max size for the pop
     */
    moeoASEEA (eoContinue < MOEOT > & _continuator, eoEvalFunc < MOEOT > & _eval, eoQuadOp < MOEOT > & _crossover, double _pCross, eoMonOp < MOEOT > & _mutation, double _pMut, moeoArchive < MOEOT > & _archive, unsigned int _max) :
            defaultGenContinuator(0), continuator(_continuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), selectMany(_archive, _max), transform(_crossover, _pCross, _mutation, _pMut), selectTransform(selectMany, transform), breed(selectTransform), archive(_archive)
    {}


    /**
     * Ctor with a eoContinue, a eoPopEval.
     * @param _continuator stopping criteria
     * @param _popEval population evaluation function
     * @param _crossover crossover
     * @param _pCross crossover probability
     * @param _mutation mutation
     * @param _pMut mutation probability
     * @param _archive archive
     * @param _max the max size for the pop
     */
    moeoASEEA (eoContinue < MOEOT > & _continuator, eoPopEvalFunc < MOEOT > & _popEval, eoQuadOp < MOEOT > & _crossover, double _pCross, eoMonOp < MOEOT > & _mutation, double _pMut, moeoArchive < MOEOT > & _archive, unsigned int _max) :
            defaultGenContinuator(0), continuator(_continuator), eval(defaultEval), defaultPopEval(eval), popEval(_popEval),  selectMany(_archive, _max), transform(_crossover, _pCross, _mutation, _pMut), selectTransform(selectMany, transform), breed(selectTransform), archive(_archive)
    {}


    /**
     * Ctor with a eoContinue and a eoTransform.
     * @param _continuator stopping criteria
     * @param _eval evaluation function
     * @param _transform variation operator
     * @param _archive archive
     * @param _max the max size for the pop
     */
    moeoASEEA (eoContinue < MOEOT > & _continuator, eoEvalFunc < MOEOT > & _eval, eoTransform < MOEOT > & _transform, moeoArchive < MOEOT > & _archive, unsigned int _max) :
            defaultGenContinuator(0), continuator(_continuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), selectMany(_archive, _max), transform(defaultQuadOp, 0.0, defaultMonOp, 0.0), selectTransform(selectMany, _transform), breed(selectTransform), archive(_archive)
    {}


    /**
     * Ctor with a eoContinue, a eoPopEval and a eoTransform.
     * @param _continuator stopping criteria
     * @param _popEval population evaluation function
     * @param _transform variation operator
     * @param _archive archive
     * @param _max the max size for the pop
     */
    moeoASEEA (eoContinue < MOEOT > & _continuator, eoPopEvalFunc < MOEOT > & _popEval, eoTransform < MOEOT > & _transform, moeoArchive < MOEOT > & _archive, unsigned int _max) :
            defaultGenContinuator(0), continuator(_continuator), eval(defaultEval), defaultPopEval(eval), popEval(_popEval), selectMany(_archive, _max), transform(defaultQuadOp, 0.0, defaultMonOp, 0.0), selectTransform(selectMany, _transform), breed(selectTransform), archive(_archive)
    {}


    /**
     * Apply a few generation of evolution to the population _pop until the stopping criteria is verified.
     * @param _pop the population
     */
    virtual void operator () (eoPop < MOEOT > &_pop)
    {
        eoPop < MOEOT > empty_pop, offspring;
        popEval (empty_pop, _pop); // a first eval of _pop
        archive(_pop); // archive update
        while (continuator (_pop))
        {
            // generate offspring
            breed (_pop, offspring);
            popEval (_pop, offspring); // eval of offspring
//            archive (_pop); // archive update
            archive (offspring); // archive update
            _pop.resize(0);
            offspring.resize(0);
        }
    }


protected:

    /** default eval */
    class DummyEval : public eoEvalFunc < MOEOT >{
        public:
            void operator()(MOEOT &) {}
    }defaultEval;

    /** default transform */
    class DummyTransform : public eoTransform < MOEOT >{
		public :
			void operator()(eoPop<MOEOT>&) {}
    }defaultTransform;

    /** a continuator based on the number of generations (used as default) */
    eoGenContinue < MOEOT > defaultGenContinuator;
    /** stopping criteria */
    eoContinue < MOEOT > & continuator;
    /** evaluation function */
    eoEvalFunc < MOEOT > & eval;
    /** default popEval */
    eoPopLoopEval < MOEOT > defaultPopEval;
    /** evaluation function used to evaluate the whole population */
    eoPopEvalFunc < MOEOT > & popEval;
    /** default select many */
    moeoDetArchiveSelect < MOEOT > selectMany;		// A REMPLACER !!!!!!!!!!! => add/moeoDetArchiveSelect.h
    /** eoTransform */
    eoSGATransform < MOEOT > transform;
    /** select transform */
    eoSelectTransform < MOEOT > selectTransform;
    /** a default crossover */
    eoQuadCloneOp < MOEOT > defaultQuadOp;
    /** a default mutation */
    eoMonCloneOp < MOEOT > defaultMonOp;
    /** an object for genetic operators (used as default) */
    //eoSGAGenOp < MOEOT > defaultSGAGenOp;
    /** an object for genetic operators (used as default) */
    //eoSGAGenOp < MOEOT >& genOp;
    /** breeder */
    eoBreed < MOEOT > & breed;
    /**archive */
    moeoArchive < MOEOT > & archive;

};

#endif /*MOEOASEEA_H_*/
