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/*
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<EvalOneMax.h>
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Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
|
||||||
|
|
||||||
|
Karima Boufaras, Thé Van LUONG
|
||||||
|
|
||||||
|
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
|
||||||
|
professionals having in-depth computer knowledge. Users are therefore
|
||||||
|
encouraged to load and test the software's suitability as regards their
|
||||||
|
requirements in conditions enabling the security of their systems and/or
|
||||||
|
data to be ensured and, more generally, to use and operate it in the
|
||||||
|
same conditions as regards security.
|
||||||
|
The fact that you are presently reading this means that you have had
|
||||||
|
knowledge of the CeCILL license and that you accept its terms.
|
||||||
|
|
||||||
|
ParadisEO WebSite : http://paradiseo.gforge.inria.fr
|
||||||
|
Contact: paradiseo-help@lists.gforge.inria.fr
|
||||||
|
*/
|
||||||
|
|
||||||
|
#ifndef __EvalOneMax_H
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|
#define __EvalOneMax_H
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|
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|
/**
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|
* Full Evaluation of the solution
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|
*/
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template<class EOT>
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class EvalOneMax: public eoEvalFunc<EOT> {
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|
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|
public:
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|
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|
/**
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|
* Constructor
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|
*/
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|
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|
EvalOneMax() {
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}
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|
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/**
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|
* Destructor
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|
*/
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|
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~EvalOneMax(void) {
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}
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|
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|
/**
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|
* Full evaluation of the solution
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|
* @param _bitVector the solution to evaluate
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*/
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void operator()(EOT & _bitVector) {
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unsigned sum = 0;
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for (unsigned i = 0; i < _bitVector.size(); i++)
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sum += _bitVector[i];
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//set the solution fitness
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_bitVector.fitness(sum);
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}
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};
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#endif
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@ -0,0 +1,91 @@
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|
/*
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|
<OneMaxIncrEval.h>
|
||||||
|
Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
|
||||||
|
|
||||||
|
Karima Boufaras, Thé Van LUONG
|
||||||
|
|
||||||
|
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
|
||||||
|
professionals having in-depth computer knowledge. Users are therefore
|
||||||
|
encouraged to load and test the software's suitability as regards their
|
||||||
|
requirements in conditions enabling the security of their systems and/or
|
||||||
|
data to be ensured and, more generally, to use and operate it in the
|
||||||
|
same conditions as regards security.
|
||||||
|
The fact that you are presently reading this means that you have had
|
||||||
|
knowledge of the CeCILL license and that you accept its terms.
|
||||||
|
|
||||||
|
ParadisEO WebSite : http://paradiseo.gforge.inria.fr
|
||||||
|
Contact: paradiseo-help@lists.gforge.inria.fr
|
||||||
|
*/
|
||||||
|
|
||||||
|
#ifndef __OneMaxIncrEval_H
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#define __OneMaxIncrEval_H
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#include <eval/moGPUEvalFunc.h>
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/**
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* Incremental Evaluation of OneMax
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|
*/
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template<class Neighbor>
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class OneMaxIncrEval: public moGPUEvalFunc<Neighbor> {
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public:
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typedef typename Neighbor::EOT EOT;
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typedef typename EOT::Fitness Fitness;
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|
typedef typename EOT::ElemType T;
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|
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/**
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|
* Constructor
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|
*/
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OneMaxIncrEval() {
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}
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/**
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||||||
|
* Destructor
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||||||
|
*/
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||||||
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~OneMaxIncrEval() {
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|
}
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||||||
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/**
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||||||
|
* Incremental evaluation of the OneMax solution(bit vector),function inline can be called from host or device
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|
* @param _bitVector the solution to evaluate
|
||||||
|
* @param _fitness the fitness of the current solution
|
||||||
|
* @param _index an array that contains a set of indexes corresponding to the current thread identifier neighbor the last element of this array contains neighborhood size
|
||||||
|
*/
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|
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inline __host__ __device__ Fitness operator() (T * _bitVector,Fitness _fitness, unsigned int * _index) {
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Fitness tmp=_fitness;
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for(unsigned i=0;i<NB_POS;i++) {
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if (_bitVector[_index[i]] == 0)
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tmp= tmp+1;
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else
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tmp= tmp-1;
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|
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|
}
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|
return tmp;
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}
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||||||
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};
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#endif
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103
branches/ParadisEO-GPU/paradiseo-gpu/src/problems/eval/PPPEval.h
Normal file
103
branches/ParadisEO-GPU/paradiseo-gpu/src/problems/eval/PPPEval.h
Normal file
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|
@ -0,0 +1,103 @@
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||||||
|
/*
|
||||||
|
<PPPEval.h>
|
||||||
|
Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
|
||||||
|
|
||||||
|
Boufaras Karima, Thé Van Luong
|
||||||
|
|
||||||
|
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
|
||||||
|
professionals having in-depth computer knowledge. Users are therefore
|
||||||
|
encouraged to load and test the software's suitability as regards their
|
||||||
|
requirements in conditions enabling the security of their systems and/or
|
||||||
|
data to be ensured and, more generally, to use and operate it in the
|
||||||
|
same conditions as regards security.
|
||||||
|
The fact that you are presently reading this means that you have had
|
||||||
|
knowledge of the CeCILL license and that you accept its terms.
|
||||||
|
|
||||||
|
ParadisEO WebSite : http://paradiseo.gforge.inria.fr
|
||||||
|
Contact: paradiseo-help@lists.gforge.inria.fr
|
||||||
|
*/
|
||||||
|
|
||||||
|
#ifndef __PPPEval_H
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|
#define __PPPEval_H
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#include <problems/data/PPPData.h>
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||||||
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template<class EOT, class ElemType = typename EOT::ElemType>
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class PPPEval: public eoEvalFunc<EOT> {
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||||||
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public:
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||||||
|
|
||||||
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/**
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||||||
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* Constructor
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||||||
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* @param _pppData the specific data problem useful to evalute solution( vector of 1 & _1 for PPP)
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|
*/
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||||||
|
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||||||
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PPPEval(PPPData<ElemType> & _pppData) {
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pppData = _pppData;
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}
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|
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||||||
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/**
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||||||
|
* Destructor
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||||||
|
*/
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||||||
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||||||
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~PPPEval() {
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||||||
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}
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||||||
|
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||||||
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/**
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||||||
|
* Full evaluation of the solution
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||||||
|
* @param _sol the solution to evaluate
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||||||
|
*/
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||||||
|
|
||||||
|
void operator()(EOT & _sol) {
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||||||
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int *H;
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int tmp;
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|
int tmp_1 = 0;
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|
int tmp_2 = 0;
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||||||
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|
||||||
|
H = new int[Nd];
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for (int i = 0; i < Md; i++) {
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|
tmp = 0;
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for (int j = 0; j < Nd; j++) {
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|
tmp += pppData.a_h[i * Nd + j] * _sol[j];
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|
}
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|
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|
tmp_1 += abs(tmp) - tmp;
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if (tmp > 0)
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|
H[tmp-1]++;
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|
}
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|
||||||
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for (int j = 0; j < Nd; j++) {
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tmp_2 += abs(pppData.H_h[j] - H[j]);
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||||||
|
}
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||||||
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|
||||||
|
_sol.fitness(ca * tmp_1 + cb * tmp_2);
|
||||||
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|
||||||
|
delete[] H;
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|
|
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|
}
|
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|
|
||||||
|
protected:
|
||||||
|
|
||||||
|
PPPData<ElemType> pppData;
|
||||||
|
|
||||||
|
};
|
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|
|
||||||
|
#endif
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|
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@ -0,0 +1,109 @@
|
||||||
|
/*
|
||||||
|
<PPPIncrEval.h>
|
||||||
|
Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
|
||||||
|
|
||||||
|
Karima Boufaras, Thé Van LUONG
|
||||||
|
|
||||||
|
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
|
||||||
|
professionals having in-depth computer knowledge. Users are therefore
|
||||||
|
encouraged to load and test the software's suitability as regards their
|
||||||
|
requirements in conditions enabling the security of their systems and/or
|
||||||
|
data to be ensured and, more generally, to use and operate it in the
|
||||||
|
same conditions as regards security.
|
||||||
|
The fact that you are presently reading this means that you have had
|
||||||
|
knowledge of the CeCILL license and that you accept its terms.
|
||||||
|
|
||||||
|
ParadisEO WebSite : http://paradiseo.gforge.inria.fr
|
||||||
|
Contact: paradiseo-help@lists.gforge.inria.fr
|
||||||
|
*/
|
||||||
|
|
||||||
|
#ifndef __PPPIncrEval_H
|
||||||
|
#define __PPPIncrEval_H
|
||||||
|
|
||||||
|
#include <eval/moGPUEvalFunc.h>
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Incremental Evaluation of PPP
|
||||||
|
*/
|
||||||
|
|
||||||
|
template<class Neighbor>
|
||||||
|
class PPPIncrEval: public moGPUEvalFunc<Neighbor> {
|
||||||
|
|
||||||
|
public:
|
||||||
|
|
||||||
|
typedef typename Neighbor::EOT EOT;
|
||||||
|
typedef typename EOT::Fitness Fitness;
|
||||||
|
typedef typename EOT::ElemType T;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Constructor
|
||||||
|
*/
|
||||||
|
|
||||||
|
PPPIncrEval() {
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Destructor
|
||||||
|
*/
|
||||||
|
|
||||||
|
~PPPIncrEval() {
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Incremental evaluation of the PPP solution,function inline can be called from host or device
|
||||||
|
* @param _sol the solution to evaluate
|
||||||
|
* @param _fitness the fitness of the current solution
|
||||||
|
* @param _index an array that contains a set of indexes corresponding to the current thread identifier neighbor the last element of this array contains neighborhood size
|
||||||
|
*/
|
||||||
|
|
||||||
|
inline __host__ __device__ Fitness operator() (T* _sol,Fitness _fitness, unsigned int *_index) {
|
||||||
|
|
||||||
|
int H[Nd];
|
||||||
|
int S[Md];
|
||||||
|
int tmp_1=0;
|
||||||
|
int tmp_2=0;
|
||||||
|
|
||||||
|
for (unsigned i=0; i<Md; i++) {
|
||||||
|
S[i]=0;
|
||||||
|
for (int j=0; j<Nd; j++)
|
||||||
|
S[i]+=dev_a[i*Nd+j]*_sol[j];
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
for (unsigned j=0; j<Nd; j++)
|
||||||
|
H[j]=0;
|
||||||
|
for (unsigned i=0; i<Md; i++) {
|
||||||
|
for(unsigned k=0;k<NB_POS;k++)
|
||||||
|
S[i]=S[i]-2*dev_a[i*Nd+_index[k]]*_sol[_index[k]];
|
||||||
|
tmp_1=tmp_1+abs(S[i])-S[i];
|
||||||
|
if(S[i]>0)
|
||||||
|
H[S[i]-1]=H[S[i]-1]+1;
|
||||||
|
}
|
||||||
|
|
||||||
|
for (unsigned j=0; j<Nd; j++)
|
||||||
|
tmp_2=tmp_2+abs(dev_h[j]-H[j]);
|
||||||
|
|
||||||
|
return ca*tmp_1+cb*tmp_2;
|
||||||
|
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
};
|
||||||
|
|
||||||
|
#endif
|
||||||
|
|
||||||
|
|
@ -0,0 +1,84 @@
|
||||||
|
/*
|
||||||
|
<QAPEval.h>
|
||||||
|
Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
|
||||||
|
|
||||||
|
Boufaras Karima, Thé Van Luong
|
||||||
|
|
||||||
|
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
|
||||||
|
professionals having in-depth computer knowledge. Users are therefore
|
||||||
|
encouraged to load and test the software's suitability as regards their
|
||||||
|
requirements in conditions enabling the security of their systems and/or
|
||||||
|
data to be ensured and, more generally, to use and operate it in the
|
||||||
|
same conditions as regards security.
|
||||||
|
The fact that you are presently reading this means that you have had
|
||||||
|
knowledge of the CeCILL license and that you accept its terms.
|
||||||
|
|
||||||
|
ParadisEO WebSite : http://paradiseo.gforge.inria.fr
|
||||||
|
Contact: paradiseo-help@lists.gforge.inria.fr
|
||||||
|
*/
|
||||||
|
|
||||||
|
#ifndef __QAPEval_H
|
||||||
|
#define __QAPEval_H
|
||||||
|
|
||||||
|
#include <problems/data/QAPData.h>
|
||||||
|
|
||||||
|
template<class EOT, class ElemType = typename EOT::ElemType>
|
||||||
|
class QAPEval: public eoEvalFunc<EOT> {
|
||||||
|
|
||||||
|
public:
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Constructor
|
||||||
|
* @param _qapData the specific data problem useful to evalute solution(flow & distance matrices of QAP problem)
|
||||||
|
*/
|
||||||
|
|
||||||
|
QAPEval(QAPData<ElemType> & _qapData) {
|
||||||
|
qapData = _qapData;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Destructor
|
||||||
|
*/
|
||||||
|
|
||||||
|
~QAPEval() {
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Full evaluation of the solution
|
||||||
|
* @param _sol the solution to evaluate
|
||||||
|
*/
|
||||||
|
|
||||||
|
void operator()(EOT & _sol) {
|
||||||
|
int cost = 0;
|
||||||
|
unsigned int size = qapData.getSize();
|
||||||
|
for (unsigned int i = 0; i < size; i++)
|
||||||
|
for (unsigned int j = 0; j < size; j++) {
|
||||||
|
cost += qapData.a_h[i * size + j] * qapData.b_h[_sol[i] * size
|
||||||
|
+ _sol[j]];
|
||||||
|
}
|
||||||
|
|
||||||
|
_sol.fitness(cost);
|
||||||
|
}
|
||||||
|
|
||||||
|
protected:
|
||||||
|
|
||||||
|
QAPData<ElemType> qapData;
|
||||||
|
|
||||||
|
};
|
||||||
|
|
||||||
|
#endif
|
||||||
|
|
@ -0,0 +1,122 @@
|
||||||
|
/*
|
||||||
|
<QAPIncrEval.h>
|
||||||
|
Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
|
||||||
|
|
||||||
|
Karima Boufaras, Thé Van LUONG
|
||||||
|
|
||||||
|
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
|
||||||
|
professionals having in-depth computer knowledge. Users are therefore
|
||||||
|
encouraged to load and test the software's suitability as regards their
|
||||||
|
requirements in conditions enabling the security of their systems and/or
|
||||||
|
data to be ensured and, more generally, to use and operate it in the
|
||||||
|
same conditions as regards security.
|
||||||
|
The fact that you are presently reading this means that you have had
|
||||||
|
knowledge of the CeCILL license and that you accept its terms.
|
||||||
|
|
||||||
|
ParadisEO WebSite : http://paradiseo.gforge.inria.fr
|
||||||
|
Contact: paradiseo-help@lists.gforge.inria.fr
|
||||||
|
*/
|
||||||
|
|
||||||
|
#ifndef __QAPIncrEval_H
|
||||||
|
#define __QAPIncrEval_H
|
||||||
|
|
||||||
|
#include <eval/moGPUEvalFunc.h>
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Parallel Incremental Evaluation of QAP
|
||||||
|
*/
|
||||||
|
|
||||||
|
template<class Neighbor>
|
||||||
|
class QAPIncrEval: public moGPUEvalFunc<Neighbor> {
|
||||||
|
|
||||||
|
public:
|
||||||
|
|
||||||
|
typedef typename Neighbor::EOT EOT;
|
||||||
|
typedef typename EOT::Fitness Fitness;
|
||||||
|
typedef typename EOT::ElemType T;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Constructor
|
||||||
|
*/
|
||||||
|
|
||||||
|
QAPIncrEval() {
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Destructor
|
||||||
|
*/
|
||||||
|
|
||||||
|
~QAPIncrEval() {
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Incremental evaluation of the QAP solution,function inline can be called from host or device
|
||||||
|
* @param _sol the solution to evaluate
|
||||||
|
* @param _fitness the fitness of the current solution
|
||||||
|
* @param _index an array that contains a set of indexes corresponding to the current thread identifier neighbor the last element of this array contains neighborhood size
|
||||||
|
*/
|
||||||
|
|
||||||
|
inline __host__ __device__ Fitness operator() (T * _sol,Fitness _fitness, unsigned int *_index) {
|
||||||
|
|
||||||
|
Fitness tmp=_fitness;
|
||||||
|
|
||||||
|
T tmp_sol[1];
|
||||||
|
/*
|
||||||
|
* dev_a & dev_b are global device variable, data specific to QAP problem (flow & distance matices)
|
||||||
|
* _index[i] the first position of swap
|
||||||
|
* _index[i+1] the second position of swap
|
||||||
|
*/
|
||||||
|
for(unsigned i=0;i<NB_POS-1;i++) {
|
||||||
|
tmp=tmp+compute_delta(dev_a,dev_b,_sol,_index[i],_index[i+1]);
|
||||||
|
tmp_sol[0]=_sol[_index[i]];
|
||||||
|
_sol[_index[i]]=_sol[_index[i+1]];
|
||||||
|
_sol[_index[i+1]]=tmp_sol[0];
|
||||||
|
}
|
||||||
|
return tmp;
|
||||||
|
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* compute the new fitness of the solution after permutation of pair(i,j)(function inline called from host device)
|
||||||
|
* @param a the flow matrix of size*size (specific data of QAP problem must be declared as global device variable)
|
||||||
|
* @param b the distance matrix of size*size (specific data of QAP problem must be declared as global device variable)
|
||||||
|
* @param _sol the solution to evaluate
|
||||||
|
* @param i the first position of swap
|
||||||
|
* @param j the second position of swap
|
||||||
|
*/
|
||||||
|
|
||||||
|
inline __host__ __device__ int compute_delta(int * a,int * b,T * _sol, int i, int j) {
|
||||||
|
|
||||||
|
|
||||||
|
int d;
|
||||||
|
int k;
|
||||||
|
int n=SIZE;
|
||||||
|
|
||||||
|
d = (a[i*n+i]-a[j*n+j])*(b[_sol[j]*n+_sol[j]]-b[_sol[i]*n+_sol[i]]) +
|
||||||
|
(a[i*n+j]-a[j*n+i])*(b[_sol[j]*n+_sol[i]]-b[_sol[i]*n+_sol[j]]);
|
||||||
|
for (k = 0; k < n; k = k + 1)
|
||||||
|
if (k!=i && k!=j)
|
||||||
|
d = d + (a[k*n+i]-a[k*n+j])*(b[_sol[k]*n+_sol[j]]-b[_sol[k]*n+_sol[i]]) +
|
||||||
|
(a[i*n+k]-a[j*n+k])*(b[_sol[j]*n+_sol[k]]-b[_sol[i]*n+_sol[k]]);
|
||||||
|
return(d);
|
||||||
|
|
||||||
|
}
|
||||||
|
|
||||||
|
};
|
||||||
|
|
||||||
|
#endif
|
||||||
Loading…
Add table
Add a link
Reference in a new issue