diff --git a/trunk/paradiseo-moeo/tutorial/Lesson1/CMakeLists.txt b/trunk/paradiseo-moeo/tutorial/Lesson1/CMakeLists.txt new file mode 100644 index 000000000..512aea353 --- /dev/null +++ b/trunk/paradiseo-moeo/tutorial/Lesson1/CMakeLists.txt @@ -0,0 +1,57 @@ + +###################################################################################### +### 1) Include the sources +###################################################################################### + +INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src) +INCLUDE_DIRECTORIES(${EO_SRC_DIR}/utils) +INCLUDE_DIRECTORIES(${ParadisEO-MOEO_SOURCE_DIR}/src) +###################################################################################### + + + +###################################################################################### +### 2) Specify where CMake can find the libraries +###################################################################################### + +IF(NOT WIN32 OR CYGWIN) + LINK_DIRECTORIES(${EO_BIN_DIR}/lib ${ParadisEO-MOEO_BINARY_DIR}/lib) +ENDIF(NOT WIN32 OR CYGWIN) + +# especially for Visual Studio +IF(WIN32 AND NOT CYGWIN) + LINK_DIRECTORIES(${EO_BIN_DIR}\\lib\\${CMAKE_BUILD_TYPE} ${ParadisEO-MOEO_BINARY_DIR}\\lib\\${CMAKE_BUILD_TYPE}) +ENDIF(WIN32 AND NOT CYGWIN) + +###################################################################################### + + + +###################################################################################### +### 3) Define your target(s): just an executable here +###################################################################################### + +ADD_EXECUTABLE(Sch1 Sch1.cpp) +ADD_DEPENDENCIES(Sch1 moeo) +###################################################################################### + + + +###################################################################################### +### 4) Optionnal: define your target(s)'s version: no effect for windows +###################################################################################### + +SET(SCH1_VERSION ${GLOBAL_VERSION}) +SET_TARGET_PROPERTIES(Sch1 PROPERTIES VERSION "${SCH1_VERSION}") +###################################################################################### + + + +###################################################################################### +### 5) Link the librairies for your target(s) +###################################################################################### + + +TARGET_LINK_LIBRARIES(Sch1 moeo eo eoutils) + +###################################################################################### diff --git a/trunk/paradiseo-moeo/tutorial/Lesson1/Lesson2.pdf b/trunk/paradiseo-moeo/tutorial/Lesson1/Lesson2.pdf new file mode 100755 index 000000000..2a7261e06 Binary files /dev/null and b/trunk/paradiseo-moeo/tutorial/Lesson1/Lesson2.pdf differ diff --git a/trunk/paradiseo-moeo/tutorial/Lesson1/Sch1.cpp b/trunk/paradiseo-moeo/tutorial/Lesson1/Sch1.cpp new file mode 100644 index 000000000..450d6350f --- /dev/null +++ b/trunk/paradiseo-moeo/tutorial/Lesson1/Sch1.cpp @@ -0,0 +1,133 @@ +/* +* +* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007 +* (C) OPAC Team, LIFL, 2002-2007 +* +* Abdelhakim Deneche +* +* 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 +* +*/ +//----------------------------------------------------------------------------- + +#include +#include +#include +#include + +using namespace std; + +// the moeoObjectiveVectorTraits : minimizing 2 objectives +class Sch1ObjectiveVectorTraits : public moeoObjectiveVectorTraits + { + public: + static bool minimizing (int i) + { + return true; + } + static bool maximizing (int i) + { + return false; + } + static unsigned int nObjectives () + { + return 2; + } + }; + + +// objective vector of real values +typedef moeoRealObjectiveVector < Sch1ObjectiveVectorTraits > Sch1ObjectiveVector; + + +// multi-objective evolving object for the Sch1 problem +class Sch1 : public moeoRealVector < Sch1ObjectiveVector, double, double > + { + public: + Sch1() : moeoRealVector < Sch1ObjectiveVector, double, double > (1) + {} + }; + + +// evaluation of objective functions +class Sch1Eval : public moeoEvalFunc < Sch1 > + { + public: + void operator () (Sch1 & _sch1) + { + if (_sch1.invalidObjectiveVector()) + { + Sch1ObjectiveVector objVec; + double x = _sch1[0]; + objVec[0] = x * x; + objVec[1] = (x - 2.0) * (x - 2.0); + _sch1.objectiveVector(objVec); + } + } + }; + + +// main +int main (int argc, char *argv[]) +{ + // parameters + unsigned int POP_SIZE = 20; + unsigned int MAX_GEN = 100; + double M_EPSILON = 0.01; + double P_CROSS = 0.25; + double P_MUT = 0.35; + + // objective functions evaluation + Sch1Eval eval; + + // crossover and mutation + eoQuadCloneOp < Sch1 > xover; + eoUniformMutation < Sch1 > mutation (M_EPSILON); + + // generate initial population + eoRealVectorBounds bounds (1, 0.0, 2.0); // [0, 2] + eoRealInitBounded < Sch1 > init (bounds); + eoPop < Sch1 > pop (POP_SIZE, init); + + // build NSGA-II + moeoNSGAII < Sch1 > nsgaII (MAX_GEN, eval, xover, P_CROSS, mutation, P_MUT); + + // run the algo + nsgaII (pop); + + // extract first front of the final population using an moeoArchive (this is the output of nsgaII) + moeoArchive < Sch1 > arch; + arch.update (pop); + + // printing of the final archive + cout << "Final Archive" << endl; + arch.sortedPrintOn (cout); + cout << endl; + + return EXIT_SUCCESS; +}