breederop.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/BreederOp.hpp
 *  \brief  Definition of the class BreederOp.
 *  \author Christian Gagne
 *  \author Marc Parizeau
 *  $Revision: 1.6 $
 *  $Date: 2005/09/30 15:04:54 $
 */

#ifndef Beagle_BreederOp_hpp
#define Beagle_BreederOp_hpp

#include "beagle/config.hpp"
#include "beagle/macros.hpp"
#include "beagle/Object.hpp"
#include "beagle/Pointer.hpp"
#include "beagle/PointerT.hpp"
#include "beagle/Allocator.hpp"
#include "beagle/AllocatorT.hpp"
#include "beagle/AbstractAllocT.hpp"
#include "beagle/ContainerAllocator.hpp"
#include "beagle/Container.hpp"
#include "beagle/ContainerT.hpp"
#include "beagle/Operator.hpp"
#include "beagle/Individual.hpp"
#include "beagle/BreederNode.hpp"


namespace Beagle {

/*!
 *  \class BreederOp beagle/BreederOp.hpp "beagle/BreederOp.hpp"
 *  \brief Breeder operator abstract class.
 *  \ingroup ECF
 *  \ingroup Op
 *
 *  A breeder is an operator that can process individuals in an evolution at the individual level.
 *  Breeders are hierachically organized into trees. A breeder receive a breeding pool to process,
 *  and must return from it one bred individual.
 */
class BreederOp : public Operator {

public: 

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

           BreederOp(string inName="Unnamed");
  virtual ~BreederOp() { }

  virtual void write(PACC::XML::Streamer& ioStreamer, bool inIndent=true) const;
  virtual void writeContent(PACC::XML::Streamer& ioStreamer, bool inIndent=true) const;

  /*!
   *  \brief Apply the breeding operation on a breeding pool, returning a bred individual.
   *  \param inBreedingPool Breeding pool to use for the breeding operation.
   *  \param inChild Node handle associated to child node in the breeder tree.
   *  \param ioContext Evolutionary context of the breeding operation.
   *  \return Bred individual.
   */
  virtual Individual::Handle breed(Individual::Bag& inBreedingPool,
                                   BreederNode::Handle inChild,
                                   Context& ioContext) = 0;

  /*!
   *  \return Return selection probability of breeder operator.
   *  \param inChild Child node in the breeder tree.
   */
  virtual float getBreedingProba(BreederNode::Handle inChild) = 0;

  /*!
   *  \brief Apply the operation on a deme in the given context.
   *  \param ioDeme Reference to the deme on which the operation takes place.
   *  \param ioContext Evolutionary context of the operation.
   */
  virtual void operate(Deme& ioDeme, Context& ioContext) = 0;

};

}


#endif // Beagle_BreederOp_hpp