/*
* <t-PSOSelect.cpp>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
* (C) OPAC Team, LIFL, 2002-2008
*
* Clive Canape
*
* 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
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*
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* Contact: paradiseo-help@lists.gforge.inria.fr
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*/


//Test : PSO select
#include <peo>
typedef eoRealParticle < double >Indi;
double f (const Indi & _indi)
{
  double sum=_indi[0]+_indi[1];
  return (-sum);
}

int main (int __argc, char *__argv[])
{
  std::cout<<"\n\nTest : PSO select\n\n";
  rng.reseed (10);
  peoEvalFunc<Indi, double, const Indi& > plainEval(f);
  eoEvalFuncCounter < Indi > firstEval(plainEval);
  eoPopLoopEval < Indi > eval(firstEval);
  eoUniformGenerator < double >uGen (1, 2);
  eoInitFixedLength < Indi > random (2, uGen);
  eoUniformGenerator < double >sGen (-1, 1);
  eoVelocityInitFixedLength < Indi > veloRandom (2, sGen);
  eoFirstIsBestInit < Indi > localInit;
  eoRealVectorBounds bndsFlight(2,1,2);
  eoStandardFlight < Indi > flight(bndsFlight);
  eoLinearTopology<Indi> topology(6);
  eoRealVectorBounds bnds(2,-1,1);
  eoStandardVelocity < Indi > velocity (topology,1,0.5,2.,bnds);
  eoPop < Indi > empty_pop,pop(20, random);
  eoInitializer <Indi> init(eval,veloRandom,localInit,topology,pop);
  init();
  eval (empty_pop,pop);
  peoPSOSelect<Indi> mig_selec(topology);
  pop.sort();
  std::cout<<"\nBest : "<<pop[0]<<"    =     "<<mig_selec(pop)<<"\n\n";
}