diff --git a/branches/ParadisEO-GPU/src/problems/types/PPPSolution.h b/branches/ParadisEO-GPU/src/problems/types/PPPSolution.h
index e896c06af..f04995c51 100644
--- a/branches/ParadisEO-GPU/src/problems/types/PPPSolution.h
+++ b/branches/ParadisEO-GPU/src/problems/types/PPPSolution.h
@@ -1,107 +1,129 @@
 /*
-  <PPPSolution.h>
-  Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
+ <PPPSolution.h>
+ Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
 
-  Karima Boufaras, Thé Van LUONG
+ 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".
+ 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.
+ 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.
+ 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
-*/
+ ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+ Contact: paradiseo-help@lists.gforge.inria.fr
+ */
 
-#ifndef _PPPSolution_H_
-#define _PPPSolution_H_
+#ifndef __PPPSolution_H_
+#define __PPPSolution_H_
 
-#include <cudaType/moCudaVector.h>
+#include <GPUType/moGPUVector.h>
 
 /**
- * Implementation of PPP vector representation on CUDA.
+ * Implementation of PPP vector representation on GPU.
  */
 
 template<class Fitness>
 
-class PPPSolution: public moCudaVector<int, Fitness> {
+class PPPSolution: public moGPUVector<int, Fitness> {
 
- public:
+public:
 
-  using moCudaVector<int, Fitness>::vect;
-  using moCudaVector<int, Fitness>::N;
+	using moGPUVector<int, Fitness>::vect;
+	using moGPUVector<int, Fitness>::N;
 
-  /**
-   * Default constructor.
-   */
+	/**
+	 * Default constructor.
+	 */
 
- PPPSolution() :
-  moCudaVector<int, Fitness> () {
+	PPPSolution() :
+		moGPUVector<int, Fitness> () {
 
-  }
+	}
 
-  /**
-   *Constructor.
-   *@param _size The neighborhood size.
-   */
+	/**
+	 *Constructor.
+	 *@param _size The neighborhood size.
+	 */
 
-  PPPSolution(unsigned _size) {
+	PPPSolution(unsigned _size) {
 
-    N = _size;
+		N = _size;
 
-    vect = new int[_size];
+		vect = new int[_size];
 
-    create();
-  }
+		create();
+	}
 
-  /**
-   *Assignment operator
-   *@param _vector The vector passed to the function determine the new content.
-   *@return a new vector.
-   */
+	/**
+	 *Assignment operator
+	 *@param _vector The vector passed to the function determine the new content.
+	 *@return a new vector.
+	 */
 
-  PPPSolution& operator=(const PPPSolution & _vector) {
+	PPPSolution& operator=(const PPPSolution & _vector) {
 
-    N = _vector.N;
-    vect = new int[N];
-    for (unsigned i = 0; i < N; i++)
-      vect[i] = _vector.vect[i];
-    fitness(_vector.fitness());
-    return (*this);
+		N = _vector.N;
+		vect = new int[N];
+		for (unsigned i = 0; i < N; i++)
+			vect[i] = _vector.vect[i];
+		fitness(_vector.fitness());
+		return (*this);
 
-  }
+	}
 
-  /**
-   *Initializer of random PPP vector.
-   */
-  void create() {
-  
-    for (int i = 0; i <N; i++){
-      if((rng.rand()%2)==0)
-	vect[i] = -1;
-      else
-	vect[i] = 1;
-    }
-  }
+	/**
+	 *Initializer of random PPP vector.
+	 */
+	void create() {
+
+		for (int i = 0; i < N; i++) {
+			if ((rng.rand() % 2) == 0)
+				vect[i] = -1;
+			else
+				vect[i] = 1;
+		}
+	}
+
+	/**
+	 *Function inline to set the size of vector, called from host and device.
+	 *@param _size the vector size
+	 */
+
+	virtual void setSize(unsigned _size){
+		N=_size;
+	}
+	/**
+	 * Print the solution
+	 */
+
+	virtual void printOn(std::ostream& os) const {
+		EO<Fitness>::printOn(os);
+		os << ' ';
+		os << N << ' ';
+		unsigned int i;
+		for (i = 0; i < N; i++)
+			os << vect[i] << ' ';
+
+	}
 
 };
 
diff --git a/branches/ParadisEO-GPU/src/problems/types/moGPUCustomizeType.h b/branches/ParadisEO-GPU/src/problems/types/moGPUCustomizeType.h
new file mode 100644
index 000000000..1c34b3a2c
--- /dev/null
+++ b/branches/ParadisEO-GPU/src/problems/types/moGPUCustomizeType.h
@@ -0,0 +1,115 @@
+/*
+ <moGPUCustomizeType.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 _moGPUCustomizeType_H_
+#define _moGPUCustomizeType_H_
+
+/**
+ * Implementation of an Example of customized type
+ */
+
+template<class T1, class T2>
+typedef struct sol2Type {
+
+	T1 tab1[SIZE];
+	T2 tab2[SIZE];
+
+inline __host__ __device__ sol2Type& operator=(const sol2Type _vector) {
+	for (unsigned i = 0; i < SIZE; i++) {
+
+		tab1[i] = _vector.tab1[i];
+		tab2[i] = _vector.tab2[i];
+	}
+	return (*this);
+}
+
+inline __host__ __device__ unsigned size() {
+
+	return SIZE;
+
+}
+}Type2;
+
+template<class T1, class T2,class T3>
+typedef struct sol3Type {
+
+	T1 tab1[SIZE];
+	T2 tab2[SIZE];
+	T3 tab3[SIZE];
+
+inline __host__ __device__ sol3Type& operator=(const sol3Type _vector) {
+
+	for (unsigned i = 0; i < SIZE; i++) {
+
+		tab1[i] = _vector.tab1[i];
+		tab2[i] = _vector.tab2[i];
+		tab3[i] = _vector.tab3[i];
+	}
+	return (*this);
+}
+
+inline __host__ __device__ unsigned size() {
+
+	return SIZE;
+
+}
+}Type3;
+
+template<class T1, class T2,class T3,class T4>
+typedef struct sol4Type {
+
+	T1 tab1[SIZE];
+	T2 tab2[SIZE];
+	T3 tab3[SIZE];
+	T4 tab4[SIZE];
+
+inline __host__ __device__ sol4Type& operator=(const sol4Type _vector) {
+
+	for (unsigned i = 0; i < SIZE; i++) {
+		tab1[i] = _vector.tab1[i];
+		tab2[i] = _vector.tab2[i];
+		tab3[i] = _vector.tab3[i];
+		tab4[i] = _vector.tab4[i];
+	}
+	return (*this);
+}
+
+inline __host__ __device__ unsigned size() {
+
+	return SIZE;
+
+}
+}Type4;
+
+#endif
diff --git a/branches/ParadisEO-GPU/src/problems/types/moGPUCustomizeVector.h b/branches/ParadisEO-GPU/src/problems/types/moGPUCustomizeVector.h
new file mode 100644
index 000000000..5edad0832
--- /dev/null
+++ b/branches/ParadisEO-GPU/src/problems/types/moGPUCustomizeVector.h
@@ -0,0 +1,132 @@
+/*
+ <moGPUCustomizeVector.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 _moGPUCustomizeVector_H_
+#define _moGPUCustomizeVector_H_
+
+#include <GPUType/moGPUVector.h>
+
+/**
+ * An Example of a customized vector representation on GPU.
+ */
+
+template<class ElemT, class Fitness>
+
+class moGPUCustomizeVector: public moGPUVector<ElemT, Fitness> {
+
+public:
+	/**
+	 * Define vector type of vector corresponding to Solution
+	 */
+	typedef ElemT ElemType;
+
+	using moGPUVector<ElemType, Fitness>::vect;
+	using moGPUVector<ElemType, Fitness>::N;
+
+
+	/**
+	 * Default constructor.
+	 */
+
+	moGPUCustomizeVector() :
+		moGPUVector<ElemType, Fitness> () {
+	}
+
+	/**
+	 *Constructor.
+	 *@param _size The size of the vector to create.
+	 */
+
+	moGPUCustomizeVector(unsigned _size) :
+		moGPUVector<ElemType, Fitness> (_size) {
+		create();
+	}
+
+	/**
+	 *Assignment operator
+	 *@param _vector The vector passed to the function determine the new content.
+	 *@return a new vector.
+	 */
+
+	moGPUCustomizeVector<ElemT, Fitness> & operator=(const moGPUCustomizeVector<ElemT, Fitness> & _vector) {
+
+		vect[0] = _vector[0];
+		if (!(_vector.invalid()))
+			fitness(_vector.fitness());
+		else
+			(*this).invalidate();
+		return (*this);
+	}
+
+	/**
+	 *How to fill the vector.
+	 */
+
+	virtual void create() {
+
+		for (int i = 0; i < vect[0].size(); i++) {
+			vect[0].tab1[i] = (int) (rng.rand() % (vect[0].size() - i) + i);
+			vect[0].tab2[i] = (float) (rng.rand() % (vect[0].size() - i) + i);
+		}
+	}
+
+	/**
+	 * Print the solution
+	 */
+
+	virtual void printOn(std::ostream& os) const {
+
+		EO<Fitness>::printOn(os);
+		os << ' ';
+		os << vect[0].size() << ' ';
+		unsigned int i;
+		for (i = 0; i < vect[0].size(); i++) {
+			os << vect[0].tab1[i] << ' ';
+		}
+		os << endl << "                ";
+		for (i = 0; i < vect[0].size(); i++) {
+			os << vect[0].tab2[i] << ' ';
+		}
+
+	}
+
+	inline __host__ __device__ unsigned size() {
+
+			return N;
+
+		}
+
+};
+
+#endif