diff --git a/branches/ParadisEO-GPU/src/eval/moCudaEval.h b/branches/ParadisEO-GPU/src/eval/moCudaEval.h deleted file mode 100644 index ed76cdce5..000000000 --- a/branches/ParadisEO-GPU/src/eval/moCudaEval.h +++ /dev/null @@ -1,139 +0,0 @@ -/* - - 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 moCudaEval_H -#define moCudaEval_H -#include - -/** - * Abstract class for evaluation on GPU - */ - -template -class moCudaEval: public moEval { - -public: - - /** - * Define type of a solution corresponding to Neighbor - */ - typedef typename Neighbor::EOT EOT; - - typedef typename EOT::Fitness Fitness; - - /** - * Constructor - * @param _neighborhoodSize the size of the neighborhood - */ - - moCudaEval(unsigned int _neighborhoodSize) { - - neighborhoodSize = _neighborhoodSize; - host_FitnessArray = new Fitness[neighborhoodSize]; - cudaMalloc((void**) &device_FitnessArray, neighborhoodSize - * sizeof(Fitness)); - kernel_Dim = neighborhoodSize / BLOCK_SIZE + ((neighborhoodSize - % BLOCK_SIZE == 0) ? 0 : 1); - } - - /** - * Destructor - */ - - ~moCudaEval() { - - delete[] host_FitnessArray; - cudaFree(device_FitnessArray); - cudaFree(&device_solution); - - } - - /** - * Set fitness of a solution neighbors - *@param _sol the solution which generate the neighborhood - *@param _neighbor the current neighbor - */ - - void operator()(EOT & _sol, Neighbor & _neighbor) { - - _neighbor.fitness(host_FitnessArray[_neighbor.index()]); - - } - - /** - * Compute fitness for all Kswap solution neighbors in device - * @param _sol the solution which generate the neighborhood - * @param _mapping the neighborhood mapping - * @param _Kswap the number of swap - */ - - virtual void neighborhoodKswapEval(EOT & _sol, unsigned * _mapping, - unsigned _Kswap) { - - } - - /** - * Compute fitness for all Kflip solution neighbors in device - * @param _sol the solution which generate the neighborhood - * @param _mapping the neighborhood mapping - * @param _Kflip the number of bit to flip - */ - virtual void neighborhoodKflipEval(EOT & _sol, unsigned * _mapping, - unsigned _Kflip) { - - } - - /** - * Compute fitness for all solution neighbors in device - * @param _sol the solution which generate the neighborhood - */ - - virtual void neighborhoodEval(EOT & _sol)=0; - -protected: - - //the host array to save all neighbors fitness - Fitness * host_FitnessArray; - //the device array to save neighbors fitness computed in device - Fitness * device_FitnessArray; - //the device solution - EOT device_solution; - //the size of neighborhood - unsigned int neighborhoodSize; - //Cuda kernel dimension - int kernel_Dim; - -}; - -#endif diff --git a/branches/ParadisEO-GPU/src/eval/moCudaEvalFunc.h b/branches/ParadisEO-GPU/src/eval/moCudaEvalFunc.h deleted file mode 100644 index 54052d860..000000000 --- a/branches/ParadisEO-GPU/src/eval/moCudaEvalFunc.h +++ /dev/null @@ -1,84 +0,0 @@ -/* - - Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010 - - Thé Van LUONG, Karima Boufaras - - 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 __moCudaEvalFunc_H -#define __moCudaEvalFunc_H - -/** - * Abstract class for CUDA evaluation of neighbor - */ - -template -class moCudaEvalFunc { - - public: - - /** - * Define type of a solution corresponding to Neighbor - */ - - typedef typename Neighbor::EOT EOT; - typedef typename EOT::ElemType T; - typedef typename EOT::Fitness Fitness; - - /** - * Constructor - */ - - moCudaEvalFunc() { - } - - /** - * Destructor - */ - - ~moCudaEvalFunc() { - } - - /** - *Virtual functor to compute fitness of a solution neighbor - *@param _solution the solution which generate the neighborhood - *@param _fitness the current solution fitness - *@param _index the index neighbor - */ - - virtual inline __host__ __device__ Fitness operator() (EOT & _solution,Fitness _fitness, unsigned int * _index){ - - return _fitness; - - }; - - -}; -#endif diff --git a/branches/ParadisEO-GPU/src/eval/moCudaKswapEval.h b/branches/ParadisEO-GPU/src/eval/moCudaKswapEval.h deleted file mode 100644 index 80aab5148..000000000 --- a/branches/ParadisEO-GPU/src/eval/moCudaKswapEval.h +++ /dev/null @@ -1,212 +0,0 @@ -/* - - 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 moCudaKswapEval_H -#define moCudaKswapEval_H -#include -#include - -/** - * class for the K-swap neighborhood evaluation - */ - -template - class moCudaKswapEval: public moCudaEval { - - public: - - /** - * Define type of a solution corresponding to Neighbor - */ - typedef typename Neighbor::EOT EOT; - /** - * Define type of a vector corresponding to Solution - */ - typedef typename EOT::ElemType T; - /** - * Define type of a fitness corresponding to Solution - */ - typedef typename EOT::Fitness Fitness; - - using moCudaEval::neighborhoodSize; - using moCudaEval::host_FitnessArray; - using moCudaEval::device_FitnessArray; - using moCudaEval::device_solution; - using moCudaEval::kernel_Dim; - - /** - * Constructor - * @param _neighborhoodSize the size of the neighborhood - * @param _incrEval the incremental evaluation - */ - - moCudaKswapEval(unsigned int _neighborhoodSize, IncrementEval & _incrEval) : - moCudaEval (_neighborhoodSize), incrEval(_incrEval) { - mutex = false; - mutex_kswap = false; - } - - /** - * Destructor - */ - ~moCudaKswapEval() { - if (mutex_kswap) { - cudaFree(&device_setSolution); - cudaFree(&device_tmp); - delete[] vect; - } - } - - /** - * Compute fitness for all solution neighbors in device without specific mapping - * @param _sol the solution which generate the neighborhood - */ - - virtual void neighborhoodEval(EOT & _sol) { - } - - /** - * Compute fitness for all solution neighbors in device with K-swap mapping - * @param _sol the solution which generate the neighborhood - * @param _mapping the array of mapping indexes for K-swap neighborhood - * @param _Kswap the number of swap - */ - - void neighborhoodKswapEval(EOT & _sol, unsigned * _mapping, unsigned _Kswap) { - - // the solution size - unsigned _size = _sol.size(); - - // Get Current solution fitness - Fitness fitness = _sol.fitness(); - - //Case of Permutation - if (_Kswap == 1) { - if (!mutex) { - //Allocate the space for solution in the device global memory - cudaMalloc((void**) &device_solution.vect, _size * sizeof(T)); - mutex = true; - } - - //Copy the solution vector from the host to device - cudaMemcpy(device_solution.vect, _sol.vect, _size * sizeof(T), - cudaMemcpyHostToDevice); - - //Launch the Kernel to compute all permutation neighbors fitness - kernelPermutation<<>>(incrEval,device_solution,device_FitnessArray,fitness,neighborhoodSize,_mapping,_size); - //Copy the result from device to host - cudaMemcpy(host_FitnessArray, device_FitnessArray, neighborhoodSize - * sizeof(Fitness), cudaMemcpyDeviceToHost); - } - //Case Kswap - else if (_Kswap > 1) { - if (!mutex_kswap) { - vect = new T[neighborhoodSize * _size]; - //Allocate the space for set of solution in the device global memory - cudaMalloc((void**) &device_setSolution.vect, neighborhoodSize - * _size * sizeof(T)); - //Allocate the space to save temporary EOT element to swap - cudaMalloc((void**) &device_tmp.vect, neighborhoodSize - * sizeof(T)); - mutex_kswap = true; - } - - for (int i = 0; i < neighborhoodSize; i++) { - for (int j = 0; j < _size; j++) { - vect[j + i * _size] = _sol.vect[j]; - } - } - - //Copy the set of solution from the host to device - cudaMemcpy(device_setSolution.vect, vect, neighborhoodSize * _size - * sizeof(T), cudaMemcpyHostToDevice); - - //Launch the Kernel to compute all Kswap neighbors fitness - kernelKswap<<>>(incrEval,device_setSolution,device_tmp,device_FitnessArray,fitness,neighborhoodSize,_mapping,_Kswap,_size); - - //Copy the result from device to host - cudaMemcpy(host_FitnessArray, device_FitnessArray, neighborhoodSize - * sizeof(Fitness), cudaMemcpyDeviceToHost); - - } - } - - /** - * Compute fitness for all solution neighbors(K-flip of binary solution) in device - * @param _sol the solution which generate the neighborhood - * @param _mapping the array of mapping indexes for k-flip neighborhood - * @param _Kflip the number of flip to do - */ - - void neighborhoodKflipEval(EOT & _sol, unsigned * _mapping, - unsigned _Kflip) { - - // the solution size - unsigned _size = _sol.size(); - - // Get Current solution fitness - Fitness fitness = _sol.fitness(); - if (!mutex) { - //Allocate the space for solution in the device global memory - cudaMalloc((void**) &device_solution.vect, _size * sizeof(T)); - mutex = true; - } - - //Copy the solution vector from the host to device - cudaMemcpy(device_solution.vect, _sol.vect, _size * sizeof(T), - cudaMemcpyHostToDevice); - - //Launch the Kernel to compute all flip neighbors fitness - kernelKflip<<>>(incrEval,device_solution,device_FitnessArray,fitness,neighborhoodSize,_mapping,_Kflip); - - //Copy the result from device to host - cudaMemcpy(host_FitnessArray, device_FitnessArray, neighborhoodSize - * sizeof(Fitness), cudaMemcpyDeviceToHost); - } - - protected: - - IncrementEval & incrEval; - //NeighborhoodSize copy of solution - EOT device_setSolution; - //NeighborhoodSize element of EOT - EOT device_tmp; - //Vector of neighborhoodSize copy of solution - T * vect; - bool mutex_kswap; - bool mutex; - -}; - -#endif diff --git a/branches/ParadisEO-GPU/src/eval/moCudaVectorEval.h b/branches/ParadisEO-GPU/src/eval/moCudaVectorEval.h deleted file mode 100644 index a270d0f03..000000000 --- a/branches/ParadisEO-GPU/src/eval/moCudaVectorEval.h +++ /dev/null @@ -1,113 +0,0 @@ -/* - - 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 moCudaVectorEval_H -#define moCudavectorEval_H -#include -#include - -/** - * class for the parallel evaluation of neighborhood without mapping - */ - -template -class moCudaVectorEval: public moCudaEval { - -public: - - /** - * Define type of a solution corresponding to Neighbor - */ - typedef typename Neighbor::EOT EOT; - /** - * Define type of a vector corresponding to Solution - */ - typedef typename EOT::ElemType T; - /** - * Define type of a fitness corresponding to Solution - */ - typedef typename EOT::Fitness Fitness; - - using moCudaEval::neighborhoodSize; - using moCudaEval::host_FitnessArray; - using moCudaEval::device_FitnessArray; - using moCudaEval::device_solution; - using moCudaEval::kernel_Dim; - - /** - * Constructor - * @param _neighborhoodSize the size of the neighborhood - * @param _incrEval the incremental evaluation - */ - - moCudaVectorEval(unsigned int _neighborhoodSize, IncrementEval & _incrEval) : - moCudaEval (_neighborhoodSize), incrEval(_incrEval) { - } - /** - * Compute fitness for all solution neighbors in device - * @param _sol the solution which generate the neighborhood - */ - - virtual void neighborhoodEval(EOT & _sol) { - - // the solution vector size - unsigned _size = _sol.size(); - - // Get Current solution fitness - Fitness fitness = _sol.fitness(); - - //Allocate the space for solution in the global memory of device - cudaMalloc((void**) &device_solution.vect, _size * sizeof(T)); - - //Copy the solution vector from the host to device - cudaMemcpy(device_solution.vect, _sol.vect, _size * sizeof(T), - cudaMemcpyHostToDevice); - - //Launch the Kernel to compute all neighbors fitness - kernelEval<<>>(incrEval,device_solution,device_FitnessArray,fitness,neighborhoodSize); - - //Copy the result from device to host - cudaMemcpy(host_FitnessArray, device_FitnessArray, neighborhoodSize - * sizeof(Fitness), cudaMemcpyDeviceToHost); - - } - -protected: - - IncrementEval & incrEval; - -}; - -#endif - diff --git a/branches/ParadisEO-GPU/src/eval/moCudakernelEval.h b/branches/ParadisEO-GPU/src/eval/moCudakernelEval.h deleted file mode 100644 index bc440c960..000000000 --- a/branches/ParadisEO-GPU/src/eval/moCudakernelEval.h +++ /dev/null @@ -1,206 +0,0 @@ -/* - - 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 __moCudakernelEval_H -#define __moCudakernelEval_H - - -/////////////////////////////////////////////////////////////////////////////////////////////////////////////// - -/** - * The kernel function called from the host and executed in device to compute all neighbors fitness at one time - * with linear mapping - * @param _eval how to evaluate each neighbor - * @param _solution the representation of solution( vector of int,float....) - * @param _allFitness the array of Fitness to save all neighbors fitness - * @param _fitness the current solution fitness - * @param _neighborhoodsize the size of the neighborhood - */ - -template - - __global__ void kernelEval(IncrementEval _eval, EOT _solution, Fitness* _allFitness, - Fitness _fitness, unsigned _neighborhoodsize) { - - // The thread identifier within a grid block's - int id = blockIdx.x * blockDim.x + threadIdx.x; - // array to save index to be changed - unsigned int index[1]; - // In this representation each id identify one and only one neighbor in neighborhood - if (id < _neighborhoodsize) { - //Change the id'th element of solution - index[0]=id; - //Compute fitness for id'th neighbor - _allFitness[id] = _eval(_solution, _fitness,index); - } -} - -/////////////////////////////////////////////////////////////////////////////////////////////////////////////// - -/** - * The kernel function called from the host and executed in device to compute all flip neighbors fitness at one time - * @param _eval how to evaluate each neighbor - * @param _solution representation of solution to flip - * @param _allFitness Array of Fitness type to save all neighbors fitness - * @param _fitness the current solution fitness - * @param _neighborhoodsize the size of the neighborhood - * @param _mapping the neighborhood mapping - * @param _Kflip the number of bit to flip - */ - -template - - __global__ void kernelKflip(IncrementEval _eval, EOT _solution, Fitness* _allFitness, - Fitness _fitness, unsigned _neighborhoodsize, unsigned * _mapping,unsigned _Kflip) { - - // The thread identifier within a grid block's - int id = blockIdx.x * blockDim.x + threadIdx.x; - //save temporary fitness - unsigned tmp_fitness; - //counter of number of flip to do - unsigned i; - // array to save index to be changed - unsigned index[1]; - // In this representation each id identify one and only one neighbor in neighborhood - if (id < _neighborhoodsize) { - //Init fitness with fitness of solution - tmp_fitness=_fitness; - //Evaluate neighbor after Kflip - for(i=0;i<=_Kflip;i++){ - //The designed index to flip - index[0]=_mapping[id + i * _neighborhoodsize]; - //Evaluate the neighbor - tmp_fitness= _eval(_solution, tmp_fitness, index); - - } - //The final fitness of the Id'th neighbor - _allFitness[id]=tmp_fitness; - - } -} - -/////////////////////////////////////////////////////////////////////////////////////////////////////////////// - -/** - * The kernel function called from the host and executed in device to compute all swap neighbors fitness at one time - * @param _eval how to evaluate each neighbor - * @param _solution representation ofsolution to swap - * @param _sol_tmp to save temporary a solution element to swap - * @param _allFitness Array of Fitness type to save all neighbors fitness - * @param _fitness the current solution fitness - * @param _neighborhoodsize the size of the neighborhood - * @param _mapping the neighborhood mapping - * @param _Kswap the number of swap to do - * @param _size the solution size - */ - -template - - __global__ void kernelKswap(IncrementEval _eval,EOT _solution ,EOT _sol_tmp, Fitness* _allFitness, - Fitness _fitness, unsigned _neighborhoodsize, unsigned * _mapping,unsigned _Kswap,unsigned _size) { - - // The thread identifier within a grid block's - int id = blockIdx.x * blockDim.x + threadIdx.x; - //save temporary fitness - int tmp_fitness; - //counter of number of swap to do - unsigned i; - // array to save index to be changed, solution size & thread id - unsigned index[4]; - // In this representation each id identify one and only one neighbor in neighborhood - if (id < _neighborhoodsize) { - //the first index to swap - index[0]=_mapping[id]; - //the second index to swap - index[1]=_mapping[id +_neighborhoodsize]; - //the solution size - index[2]=_size; - //the thread id - index[3]=id; - //Init the temporary fitness with the initial solution fitness - tmp_fitness=_fitness; - - //Evaluate neighbor after K-swap - for(i=2;i<=_Kswap+1;i++){ - //Evaluate neighbor with index case - tmp_fitness=_eval(_solution, tmp_fitness, index); - //Permut the solution - _sol_tmp[id]=_solution[index[0]+id*index[2]]; - _solution[index[0]+id*index[2]]=_solution[index[1]+id*index[2]]; - _solution[index[1]+id*index[2]]=_sol_tmp[id]; - //Init the next swap to do - index[0]=index[1]; - index[1]=_mapping[id +i*_neighborhoodsize]; - - } - //save the final fitness of the id'th neighbor - _allFitness[id]=tmp_fitness; - } -} - -/////////////////////////////////////////////////////////////////////////////////////////////////////////////// - -/** - * The kernel function called from the host and executed in device to compute all permutation neighbors fitness at one time - * @param _eval how to evaluate each neighbor - * @param _solution representation of solution - * @param _allFitness Array of Fitness type to save all neighbors fitness - * @param _fitness the current solution fitness - * @param _neighborhoodsize the size of the neighborhood - * @param _mapping the neighborhood mapping - * @param _size the solution size - */ - -template - __global__ void kernelPermutation(IncrementEval _eval, EOT _solution, Fitness* _allFitness, - Fitness _fitness, unsigned _neighborhoodsize, unsigned * _mapping,unsigned _size) { - - // The thread identifier within a grid block's - int id = blockIdx.x * blockDim.x + threadIdx.x; - // array to save index to be changed, solution size - unsigned index[4]; - // In this representation each id identify one and only one neighbor in neighborhood - if (id < _neighborhoodsize) { - //The first index of permutation - index[0]=_mapping[id]; - //The second index of permutation - index[1]=_mapping[id +_neighborhoodsize]; - //The solution size - index[2]=_size; - //Puch 0 in the 3 index - index[3]=0; - _allFitness[id]=_eval(_solution,_fitness,index); - } -} - -#endif