eosimpleeda.h

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

//-----------------------------------------------------------------------------
// eoSimpleEDA.h
// (c) Marc Schoenauer, Maarten Keijzer, 2001
/* 
    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 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: [e-mail]
             [e-mail]
 */
//-----------------------------------------------------------------------------

#ifndef _eoSimpleEDA_h
#define _eoSimpleEDA_h

//-----------------------------------------------------------------------------

#include <apply.h>
#include <eoEDA.h>
#include <eoContinue.h>
#include <eoDistribUpdater.h>
#include <eoEvalFunc.h>

/** eoSimpleEDA: a very simple Estimation of Distribution Algorithm
 *  
 *  The algorithm that evolves a probability distribution 
 *  on the spaces of populations with the loop
 *                 generate a population from the current distribution
 *                 evaluate that population
 *                 update the distribution
*/

template<class EOT> class eoSimpleEDA: public eoEDA<EOT>
{
 public:

  /** Ctor from an eoDistribUpdater
   * ... plus an eoEval and eoContinue of course 
   */
  eoSimpleEDA(eoDistribUpdater<EOT>& _update,
	   eoEvalFunc<EOT>& _eval,
	   unsigned _popSize, 
	   eoContinue<EOT>& _continuator
	   ) : 
    update(_update),
    eval(_eval),
    popSize(_popSize),
    continuator(_continuator)
  {}

  /** The algorithm: 
   *    generate pop from distrib, 
   *    evaluate pop, 
   *    update distrib
   */
  virtual void operator()(eoDistribution<EOT>& _distrib)
  {
    eoPop<EOT> pop(popSize, _distrib);
    do
    {
      try
      {
	apply<EOT>(_distrib, pop); // re-init. of _pop from distrib

	apply<EOT>(eval, pop);     // eval of current population

	update(_distrib, pop);     // updates distrib from _pop
	
      }
      catch (std::exception& e)
      {
	    std::string s = e.what();
	    s.append( " in eoSimpleEDA");
	    throw std::runtime_error( s );
      }
    } while ( continuator( pop ) );
  }

 private:
  eoDistribUpdater<EOT> & update;

  eoEvalFunc<EOT>&          eval;
  
  unsigned                  popSize;

  eoContinue<EOT>&          continuator;
};

//-----------------------------------------------------------------------------

#endif