bitstring.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/GA/BitString.hpp
 *  \brief  Definition of the type GA::BitString.
 *  \author Christian Gagne
 *  \author Marc Parizeau
 *  $Revision: 1.10 $
 *  $Date: 2005/09/30 21:33:13 $
 */

/*!
 *  \defgroup GABS Bit string GA
 *  \ingroup GAF
 *  \brief Bit string GA representation, operators and evolvers, part of the GA framework.
 */
 
#ifndef Beagle_GA_BitString_hpp
#define Beagle_GA_BitString_hpp

#include <vector>

#include "beagle/config.hpp"
#include "beagle/macros.hpp"
#include "beagle/Object.hpp"
#include "beagle/Allocator.hpp"
#include "beagle/Pointer.hpp"
#include "beagle/Container.hpp"
#include "beagle/ContainerT.hpp"
#include "beagle/Genotype.hpp"


namespace Beagle {
namespace GA {

/*!
 *  \class BitString beagle/GA/BitString.hpp "beagle/GA/BitString.hpp"
 *  \brief Bit string GA genotype class.
 *  \ingroup GAF
 *  \ingroup GABS
 */
class BitString : public Genotype,
                  public std::vector< bool,BEAGLE_STLALLOCATOR<bool> > {

public:

  /*!
   *  \struct DecodingKey beagle/GA/BitString.hpp "beagle/GA/BitString.hpp"
   *  \brief Decoding key to tranform a bit string genotype into a vector of numbers.
   */
  struct DecodingKey {
    double       mLowerBound;    //!< Lower bound of the encoded value.
    double       mUpperBound;    //!< Upper bound of the encoded value.
    unsigned int mEncoding;      //!< Encoding of the value, in bits.

    /*!
     *  \brief Construct a decoding key.
     *  \param inLowerBound Lower bound of the encoded value.
     *  \param inUpperBound Upper bound of the encoded value.
     *  \param inEncoding Encoding of the value (in bits).
     */
    DecodingKey(double       inLowerBound=0.0,
                double       inUpperBound=1.0,
                unsigned int inEncoding=1) :
      mLowerBound(inLowerBound),
      mUpperBound(inUpperBound),
      mEncoding(inEncoding)
    { }
  };

  //!< Decoding key vector.
  typedef std::vector< GA::BitString::DecodingKey,BEAGLE_STLALLOCATOR<GA::BitString::DecodingKey> >
          DecodingKeyVector;

  //! BitString allocator type.
  typedef AllocatorT<BitString,Genotype::Alloc>
          Alloc;
  //! BitString handle type.
  typedef PointerT<BitString,Genotype::Handle>
          Handle;
  //! BitString bag type.
  typedef ContainerT<BitString,Genotype::Bag>
          Bag;

  explicit BitString(unsigned int inSize=0, bool inModel=false);
  virtual ~BitString() { }

          void decode(const DecodingKeyVector& inKeys,
                      std::vector< double,BEAGLE_STLALLOCATOR<double> >& outVector) const;
          void decodeGray(const DecodingKeyVector& inKeys,
                          std::vector< double,BEAGLE_STLALLOCATOR<double> >& outVector) const;
  virtual unsigned int getSize() const;
  virtual bool         isEqual(const Object& inRightObj) const;
  virtual bool         isLess(const Object& inRightObj) const;
  virtual void         readWithContext(PACC::XML::ConstIterator inIter, Context& ioContext);
  virtual void         write(PACC::XML::Streamer& ioStreamer, bool inIndent=true) const;

protected:
  void convertBin2Dec(const DecodingKeyVector& inKeys,
                      const std::vector< bool,BEAGLE_STLALLOCATOR<bool> >& inBitString,
                      std::vector< double,BEAGLE_STLALLOCATOR<double> >& outVector) const;
  void convertGray2Bin(const DecodingKeyVector& inKeys,
                       const std::vector< bool,BEAGLE_STLALLOCATOR<bool> >& inGrayBitString,
                       std::vector< bool,BEAGLE_STLALLOCATOR<bool> >& outBinBitString) const;

};

}
}

#endif // Beagle_GA_BitString_hpp