Brand new documentation for ParadisEO-PEO
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trunk/paradiseo-peo/tutorial/Lesson6/main.cpp
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trunk/paradiseo-peo/tutorial/Lesson6/main.cpp
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/*
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* <main.cpp>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
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* (C) OPAC Team, INRIA, 2008
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*
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* Clive Canape
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*
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* This software is governed by the CeCILL license under French law and
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* abiding by the rules of distribution of free software. You can use,
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* modify and/ or redistribute the software under the terms of the CeCILL
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* license as circulated by CEA, CNRS and INRIA at the following URL
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* "http://www.cecill.info".
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*
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* As a counterpart to the access to the source code and rights to copy,
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* modify and redistribute granted by the license, users are provided only
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* with a limited warranty and the software's author, the holder of the
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* economic rights, and the successive licensors have only limited liability.
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*
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* In this respect, the user's attention is drawn to the risks associated
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* with loading, using, modifying and/or developing or reproducing the
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* software by the user in light of its specific status of free software,
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* that may mean that it is complicated to manipulate, and that also
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* therefore means that it is reserved for developers and experienced
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* professionals having in-depth computer knowledge. Users are therefore
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* encouraged to load and test the software's suitability as regards their
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* requirements in conditions enabling the security of their systems and/or
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* data to be ensured and, more generally, to use and operate it in the
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* same conditions as regards security.
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* The fact that you are presently reading this means that you have had
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* knowledge of the CeCILL license and that you accept its terms.
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*
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* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
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* Contact: paradiseo-help@lists.gforge.inria.fr
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*
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<main.cpp>
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Copyright (C) DOLPHIN Project-Team, INRIA Lille Nord Europe, 2006-2009
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(C) OPAC Team, LIFL, 2002-2009
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The Van LUONG, (The-Van.Luong@inria.fr)
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Mahmoud FATENE, (mahmoud.fatene@inria.fr)
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This software is governed by the CeCILL license under French law and
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abiding by the rules of distribution of free software. You can use,
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modify and/ or redistribute the software under the terms of the CeCILL
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license as circulated by CEA, CNRS and INRIA at the following URL
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"http://www.cecill.info".
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As a counterpart to the access to the source code and rights to copy,
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modify and redistribute granted by the license, users are provided only
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with a limited warranty and the software's author, the holder of the
|
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economic rights, and the successive licensors have only limited liability.
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In this respect, the user's attention is drawn to the risks associated
|
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with loading, using, modifying and/or developing or reproducing the
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software by the user in light of its specific status of free software,
|
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that may mean that it is complicated to manipulate, and that also
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therefore means that it is reserved for developers and experienced
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professionals having in-depth computer knowledge. Users are therefore
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encouraged to load and test the software's suitability as regards their
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requirements in conditions enabling the security of their systems and/or
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data to be ensured and, more generally, to use and operate it in the
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same conditions as regards security.
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The fact that you are presently reading this means that you have had
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knowledge of the CeCILL license and that you accept its terms.
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ParadisEO WebSite : http://paradiseo.gforge.inria.fr
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Contact: paradiseo-help@lists.gforge.inria.fr
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*/
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#include <mo>
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#include <peo>
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#include <time.h>
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#include "route.h"
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#include "route_init.h"
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#include "route_eval.h"
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#include "order_xover.h"
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#include "city_swap.h"
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#include "param.h"
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#include <iostream>
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#include <fstream>
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#include "QAP.h"
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#include "Move.h"
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#include "QAPGA.h"
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#include "qapPackUnpack.h"
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using namespace std;
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/** Set of parameters wrapped into a structure. We pass then the structure
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* to a function which parses the parameters file. Doing so helps cleaning
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* the code from the parts of reading the inputs.
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*/
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#include "parserStruct.h"
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#include "utils.h"
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/** The actual reading and parameters parsing is done inside this class utilities
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*/
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// Global variables
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int n; // problem size
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int** a;
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int** b; // flows and distances matrices
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#define POP_SIZE 10
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#define NUM_GEN 100
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#define CROSS_RATE 1.0
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#define MUT_RATE 0.01
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int bkv; //best known value
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void main_function(int argc, char **argv)
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{
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if (argc < 2){
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cout << "Please give a param file" << endl;
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exit(1);
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}
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struct CoSearch
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// Declaration of useful variables to parse the parameters file and then
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// put its elements into a structure
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eoParser parser(argc, argv);
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parameters param;
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parseFile(parser, param);
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string s (argv[1]);
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if ( (s.compare("-h") == 0) || (s.compare("--help") == 0 ) )
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;//make help
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// Reading the a and b matrices of the QAP problem
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else
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loadInstances(param.inst.c_str(), n, bkv, a, b);
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MoveInit move_init;
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ProblemEval problem_eval;
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MoveNext move_next;
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MoveIncrEval move_incr_eval;
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moBestImprSelect<Move> move_select;
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moSimpleMoveTabuList <Move> tabulist (param.tabuListSize);
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//moNoAspirCrit<Move> aspiration_criterion;
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moImprBestFitAspirCrit <Move> aspiration_criterion;
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moGenSolContinue <Problem> continu (param.TSmaxIter);
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moTS <Move> tabu_search (move_init, move_next, move_incr_eval,
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tabulist, aspiration_criterion, continu, problem_eval );
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ProblemInit chromInit;
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eoPop <Problem> pop (param.popSize, chromInit);
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eoDetTournamentSelect<Problem> selectOne(param.tSize);
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eoSelectPerc<Problem> select(selectOne);// by default rate==1
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ProblemXover Xover; // CROSSOVER
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ProblemSwapMutation mutationSwap; // MUTATION
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eoSGATransform<Problem> transform(Xover, param.pCross, mutationSwap, param.pMut);
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eoPlusReplacement<Problem> replace;
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eoGenContinue<Problem> genCont(param.maxGen); // generation continuation
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eoEasyEA<Problem> gga(genCont, problem_eval, select, transform, replace);
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// Initialisation of the parallel environment
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peo :: init (argc, argv);
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if (getNodeRank()==1)
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{
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std :: cout << "\nResult before the local search\n";
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//std :: cout << "size\t" << pop.size() << endl;
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for (int i=0;i<pop.size();i++)
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problem_eval(pop[i]);
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pop.sort();
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cout << pop;
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}
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// The parallel EA
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peoWrapper parallelEA( gga, pop);
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peo :: run ();
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peo :: finalize ();
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CoSearch(
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eoPop< Route >& A, eoPop< Route >& B,
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peoAsyncDataTransfer& asyncTransferA, peoAsyncDataTransfer& asyncTransferB
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)
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: transferA( A ), transferB( B ),
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asyncDataTransferA( asyncTransferA ), asyncDataTransferB( asyncTransferB )
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{
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}
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// Local search
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peo :: init (argc, argv);
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peoMultiStart <Problem> initParallelTS (tabu_search);
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peoWrapper parallelTS (initParallelTS, pop);
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initParallelTS.setOwner(parallelTS);
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peo :: run( );
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peo :: finalize( );
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void operator()()
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{
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for ( unsigned int index = 0; index < 100; index++ )
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{
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asyncDataTransferA();
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asyncDataTransferB();
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eoPop< Route > intermed;
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intermed = transferA;
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transferA = transferB;
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transferB = intermed;
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}
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}
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eoPop< Route >& transferA;
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eoPop< Route >& transferB;
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peoAsyncDataTransfer& asyncDataTransferA;
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peoAsyncDataTransfer& asyncDataTransferB;
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};
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struct PushBackAggregation
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if (getNodeRank()==1)
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{
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cout << "\nInstance size = " << n << endl;
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cout << "Best known value in the litterature = " << bkv << endl;
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std :: cout << "\nResult after the local search\n";
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// sort and print the population
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pop.sort();
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cout << pop;
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}
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void operator()( eoPop< Route >& A, eoPop< Route >& B )
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{
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for ( unsigned int index = 0; index < B.size(); index++ )
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{
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cout << endl;
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A.push_back( B[ index ] );
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}
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}
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};
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int main( int __argc, char** __argv )
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}
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// A main that catches the exceptions
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int main(int argc, char **argv)
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{
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peo :: init( __argc, __argv );
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try
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{
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main_function(argc, argv);
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loadParameters( __argc, __argv );
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}
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catch(exception& e)
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{
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cout << "Exception: " << e.what() << '\n';
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}
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RouteInit route_init;
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RouteEval full_eval;
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OrderXover crossover;
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CitySwap mutation;
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eoPop< Route > population( POP_SIZE, route_init );
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eoGenContinue< Route > eaCont( NUM_GEN );
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eoCheckPoint< Route > eaCheckpointContinue( eaCont );
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eoRankingSelect< Route > selectionStrategy;
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eoSelectNumber< Route > eaSelect( selectionStrategy, POP_SIZE );
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eoSGATransform< Route > transformA( crossover, CROSS_RATE, mutation, MUT_RATE );
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eoPlusReplacement< Route > eaReplace;
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RingTopology ring;
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eoPlusReplacement< Route > transferReplace;
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peoAsyncDataTransfer asyncEAEndPoint( population, population, ring, transferReplace );
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eaCheckpointContinue.add( asyncEAEndPoint );
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eoEasyEA< Route > eaAlg( eaCheckpointContinue, full_eval, eaSelect, transformA, eaReplace );
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peoWrapper paraEAAlg( eaAlg, population );
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asyncEAEndPoint.setOwner( paraEAAlg );
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// desallocate memory
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for (int i=0; i<n; i++){
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delete[] a[i];
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delete[] b[i];
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}
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eoPop< Route > populationB( POP_SIZE, route_init );
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eoGenContinue< Route > eaContB( NUM_GEN );
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eoCheckPoint< Route > eaCheckpointContinueB( eaContB );
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eoRankingSelect< Route > selectionStrategyB;
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eoSelectNumber< Route > eaSelectB( selectionStrategyB, POP_SIZE );
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RingTopology ringB;
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eoPlusReplacement< Route > transferReplaceB;
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peoAsyncDataTransfer asyncEAEndPointB( populationB, populationB, ringB, transferReplaceB );
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eaCheckpointContinueB.add( asyncEAEndPointB );
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eoSGATransform< Route > transformB ( crossover, CROSS_RATE, mutation, MUT_RATE );
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eoEasyEA< Route > eaAlgB( eaCheckpointContinueB, full_eval, eaSelectB, transformB, eaReplace );
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peoWrapper paraEAAlgB( eaAlgB, populationB );
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asyncEAEndPointB.setOwner( paraEAAlgB );
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delete[] a;
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delete[] b;
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eoPop< Route > A, B;
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PushBackAggregation pushBackA, pushBackB;
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peoAsyncDataTransfer coSearchEndPointA( A, A, ring, pushBackA );
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peoAsyncDataTransfer coSearchEndPointB( B, B, ringB, pushBackB );
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CoSearch coSearch( A, B, coSearchEndPointA, coSearchEndPointB );
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peoWrapper paraCoSearch( coSearch );
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coSearchEndPointA.setOwner( paraCoSearch );
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coSearchEndPointB.setOwner( paraCoSearch );
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peo::run();
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peo::finalize();
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return 0;
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return 1;
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}
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