evaluationop.hpp

非常好的进化算法EC 实现平台 可以实现多种算法 GA GP

/*
 *  Open BEAGLE
 *  Copyright (C) 2001-2005 by Christian Gagne and Marc Parizeau
 *
 *  This library is free software; you can redistribute it and/or
 *  modify it under the terms of the GNU Lesser General Public
 *  License as published by the Free Software Foundation; either
 *  version 2.1 of the License, or (at your option) any later version.
 *
 *  This library is distributed in the hope that it will be useful,
 *  but WITHOUT ANY WARRANTY; without even the implied warranty of
 *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
 *  Lesser General Public License for more details.
 *
 *  You should have received a copy of the GNU Lesser General Public
 *  License along with this library; if not, write to the Free Software
 *  Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
 *
 *  Contact:
 *  Laboratoire de Vision et Systemes Numeriques
 *  Departement de genie electrique et de genie informatique
 *  Universite Laval, Quebec, Canada, G1K 7P4
 *  http://vision.gel.ulaval.ca
 *
 */

/*!
 *  \file   beagle/EvaluationOp.hpp
 *  \brief  Definition of the class EvaluationOp.
 *  \author Christian Gagne
 *  \author Marc Parizeau
 *  $Revision: 1.8 $
 *  $Date: 2005/09/30 15:04:54 $
 */

#ifndef Beagle_EvaluationOp_hpp
#define Beagle_EvaluationOp_hpp

#include <string>
#include <iostream>

#include "beagle/config.hpp"
#include "beagle/macros.hpp"
#include "beagle/Object.hpp"
#include "beagle/AbstractAllocT.hpp"
#include "beagle/PointerT.hpp"
#include "beagle/ContainerT.hpp"
#include "beagle/Operator.hpp"
#include "beagle/UInt.hpp"
#include "beagle/System.hpp"
#include "beagle/Context.hpp"
#include "beagle/Logger.hpp"
#include "beagle/BreederOp.hpp"

namespace Beagle {

/*!
 *  \class EvaluationOp beagle/EvaluationOp.hpp "beagle/EvaluationOp.hpp"
 *  \brief Abstract evaluation operator class.
 *  \ingroup ECF
 *  \ingroup Op
 *  \ingroup FitStats
 */
class EvaluationOp : public BreederOp {

public:

  //! EvaluationOp allocator type.
  typedef AbstractAllocT<EvaluationOp,BreederOp::Alloc>
          Alloc;
  //! EvaluationOp handle type.
  typedef PointerT<EvaluationOp,BreederOp::Handle>
          Handle;
  //! EvaluationOp bag type.
  typedef ContainerT<EvaluationOp,BreederOp::Bag>
          Bag;

  explicit EvaluationOp(string inName="EvaluationOp");
  virtual ~EvaluationOp() { }

  /*!
   *  \brief Evaluate the fitness of the given individual.
   *  \param inIndividual Current individual to evaluate.
   *  \param ioContext Evolutionary context.
   *  \return Handle to the fitness value of the individual.
   */
  virtual Fitness::Handle evaluate(Individual& inIndividual, Context& ioContext) = 0;

  virtual Individual::Handle breed(Individual::Bag& inBreedingPool,
                                   BreederNode::Handle inChild,
                                   Context& ioContext);
  virtual float              getBreedingProba(BreederNode::Handle inChild);
  virtual void               initialize(System& ioSystem);
  virtual void               operate(Deme& ioDeme, Context& ioContext);
  virtual Fitness::Handle    test(Individual::Handle inIndividual, System::Handle ioSystem);

protected:

  virtual void prepareStats(Deme& ioDeme, Context& ioContext);
  virtual void updateHallOfFameWithDeme(Deme& ioDeme, Context& ioContext);
  virtual void updateHallOfFameWithIndividual(Individual& ioIndividual, Context& ioContext);
  virtual void updateStats(unsigned int inNumProcessed, Context& ioContext);

  UInt::Handle mVivaHOFSize;
  UInt::Handle mDemeHOFSize;

};

}

#endif // Beagle_EvaluationOp_hpp