don't need the new lesson using the wrapper
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@692 331e1502-861f-0410-8da2-ba01fb791d7f
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######################################################################################
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### 0) Set the compiler and define targets to easily run the lessons
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######################################################################################
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SET (CMAKE_CXX_COMPILER mpicxx)
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ADD_CUSTOM_TARGET(install DEPENDS ${ParadisEO-PEO_SOURCE_DIR}/tutorial/Lesson1/lesson.param ${ParadisEO-PEO_SOURCE_DIR}/tutorial/Lesson1/schema.xml)
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ADD_CUSTOM_COMMAND(
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TARGET install
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POST_BUILD
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COMMAND ${CMAKE_COMMAND}
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ARGS -E copy_if_different
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${ParadisEO-PEO_SOURCE_DIR}/tutorial/Lesson1/lesson.param
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${ParadisEO-PEO_BINARY_DIR}/tutorial/Lesson1)
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ADD_CUSTOM_COMMAND(
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TARGET install
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POST_BUILD
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COMMAND ${CMAKE_COMMAND}
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ARGS -E copy_if_different
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${ParadisEO-PEO_SOURCE_DIR}/tutorial/Lesson1/schema.xml
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${ParadisEO-PEO_BINARY_DIR}/tutorial/Lesson1)
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######################################################################################
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######################################################################################
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### 1) Include the sources
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######################################################################################
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INCLUDE_DIRECTORIES(${EO_SRC_DIR})
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INCLUDE_DIRECTORIES(${MO_SRC_DIR})
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INCLUDE_DIRECTORIES(${PEO_SRC_DIR})
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INCLUDE_DIRECTORIES(${TSP_SRC_DIR})
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######################################################################################
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######################################################################################
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### 2) Specify where CMake can find the libraries (mandatory: before 3) )
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######################################################################################
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LINK_DIRECTORIES( ${EO_SRC_DIR}
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${EO_SRC_DIR}/utils
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${ParadisEO-PEO_BINARY_DIR}/lib
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${TSP_BINARY_DIR}/lib)
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######################################################################################
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######################################################################################
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### 3) Define your target(s): just an executable here
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######################################################################################
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# no matter what is the OS, hopefully
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ADD_EXECUTABLE(parallelAlgorithmExample main.cpp)
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ADD_DEPENDENCIES(parallelAlgorithmExample tsp)
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ADD_DEPENDENCIES(parallelAlgorithmExample peo)
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ADD_DEPENDENCIES(parallelAlgorithmExample rmc_mpi)
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######################################################################################
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######################################################################################
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### 4) Optionnal: define your target(s)'s version: no effect for windows
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######################################################################################
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SET(LESSON1_VERSION "1.0.beta")
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SET_TARGET_PROPERTIES(parallelAlgorithmExample PROPERTIES VERSION "${LESSONPARAALG_VERSION}")
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######################################################################################
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######################################################################################
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### 5) Link the librairies
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######################################################################################
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TARGET_LINK_LIBRARIES(parallelAlgorithmExample ${XML2_LIBS}) # define in CMakeLists.txt at PEO root dir
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TARGET_LINK_LIBRARIES(parallelAlgorithmExample tsp)
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TARGET_LINK_LIBRARIES(parallelAlgorithmExample peo)
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TARGET_LINK_LIBRARIES(parallelAlgorithmExample rmc_mpi)
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TARGET_LINK_LIBRARIES(parallelAlgorithmExample eo)
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TARGET_LINK_LIBRARIES(parallelAlgorithmExample eoutils)
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######################################################################################
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## miscallenous parameters
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--debug=false
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## deployment schema
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--schema=schema.xml
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## parameters
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--inst=../examples/tsp/benchs/eil101.tsp
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// "main.cpp"
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// (c) OPAC Team, LIFL, January 2006
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/*
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Contact: paradiseo-help@lists.gforge.inria.fr
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*/
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#include <eo>
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#include <paradiseo>
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#include <peoParallelAlgorithmWrapper.h>
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#include <peoSynchronousMultiStart.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 <mo.h>
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#include <graph.h>
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#include <route.h>
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#include <route_eval.h>
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#include <route_init.h>
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#include <two_opt.h>
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#include <two_opt_init.h>
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#include <two_opt_next.h>
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#include <two_opt_incr_eval.h>
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#define RANDOM_POP_SIZE 30
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#define RANDOM_ITERATIONS 10
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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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#define NUMBER_OF_POPULATIONS 3
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struct RandomExplorationAlgorithm {
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RandomExplorationAlgorithm( peoPopEval< Route >& __popEval, peoSynchronousMultiStart< Route >& extParallelExecution )
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: popEval( __popEval ), parallelExecution( extParallelExecution ) {
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}
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// the sequential algorithm to be executed in parallel by the wrapper
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void operator()() {
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RouteInit route_init; // random init object - creates random Route objects
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RouteEval route_eval;
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eoPop< Route > population( RANDOM_POP_SIZE, route_init );
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popEval( population );
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// executing HCs on the population in parallel
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parallelExecution( population );
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// just to show off :: HCs on a vector of Route objects
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{
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Route* rVect = new Route[ 5 ];
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for ( unsigned int index = 0; index < 5; index++ ) {
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route_init( rVect[ index ] ); route_eval( rVect[ index ] );
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}
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// applying the HCs on the vector of Route objects
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parallelExecution( rVect, rVect + 5 );
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delete[] rVect;
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}
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Route bestRoute = population.best_element();
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for ( unsigned int index = 0; index < RANDOM_ITERATIONS; index++ ) {
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for ( unsigned int routeIndex = 0; routeIndex < RANDOM_POP_SIZE; routeIndex++ ) {
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route_init( population[ routeIndex ] );
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}
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popEval( population );
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if ( fabs( population.best_element().fitness() ) < fabs( bestRoute.fitness() ) ) bestRoute = population.best_element();
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std::cout << "Random Iteration #" << index << "... [ " << bestRoute.fitness() << " ]" << std::flush << std::endl;
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}
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}
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peoPopEval< Route >& popEval;
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peoSynchronousMultiStart< Route >& parallelExecution;
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};
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int main( int __argc, char** __argv ) {
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srand( time(NULL) );
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// initializing the ParadisEO-PEO environment
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peo :: init( __argc, __argv );
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// processing the command line specified parameters
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loadParameters( __argc, __argv );
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// #1 An EO evolutionary algorithm to be executed in parallel with other algorithms (no parallel evaluation, no etc.).
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// init, eval operators, EA operators -------------------------------------------------------------------------------------------------------------
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RouteInit route_init; // random init object - creates random Route objects
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RouteEval full_eval; // evaluator object - offers a fitness value for a specified Route object
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OrderXover crossover; // crossover operator - creates two offsprings out of two specified parents
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CitySwap mutation; // mutation operator - randomly mutates one gene for a specified individual
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// ------------------------------------------------------------------------------------------------------------------------------------------------
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// evolutionary algorithm components --------------------------------------------------------------------------------------------------------------
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eoPop< Route > population( POP_SIZE, route_init ); // initial population for the algorithm having POP_SIZE individuals
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eoGenContinue< Route > eaCont( NUM_GEN ); // continuation criterion - the algorithm will iterate for NUM_GEN generations
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eoCheckPoint< Route > eaCheckpointContinue( eaCont ); // checkpoint object - verify at each iteration if the continuation criterion is met
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eoRankingSelect< Route > selectionStrategy; // selection strategy - applied at each iteration for selecting parent individuals
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eoSelectNumber< Route > eaSelect( selectionStrategy, POP_SIZE ); // selection object - POP_SIZE individuals are selected at each iteration
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// transform operator - includes the crossover and the mutation operators with a specified associated rate
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eoSGATransform< Route > transform( crossover, CROSS_RATE, mutation, MUT_RATE );
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eoPlusReplacement< Route > eaReplace; // replacement strategy - for replacing the initial population with offspring individuals
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// ------------------------------------------------------------------------------------------------------------------------------------------------
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// !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
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// SEQENTIAL ALGORITHM DEFINITION -----------------------------------------------------------------------------------------------------------------
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eoEasyEA< Route > eaAlg( eaCheckpointContinue, full_eval, eaSelect, transform, eaReplace );
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// SEQENTIAL ALGORITHM DEFINITION -----------------------------------------------------------------------------------------------------------------
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// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
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peoParallelAlgorithmWrapper parallelEAAlg( eaAlg, population ); // specifying the embedded algorithm and the algorithm input data
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// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
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// !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// #2 A MO hill climbing to be executed in parallel with other algorithms (no parallel evaluation, no etc.).
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if ( getNodeRank() == 1 ) {
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Graph::load( __argv [ 1 ] );
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}
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Route route;
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RouteInit init; init( route );
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RouteEval full_evalHC; full_evalHC( route );
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if ( getNodeRank() == 1 ) {
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std :: cout << "[From] " << route << std :: endl;
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}
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TwoOptInit two_opt_init;
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TwoOptNext two_opt_next;
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TwoOptIncrEval two_opt_incr_eval;
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moBestImprSelect< TwoOpt > two_opt_select;
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// !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
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// SEQENTIAL ALGORITHM DEFINITION -----------------------------------------------------------------------------------------------------------------
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moHC< TwoOpt > hill_climbing( two_opt_init, two_opt_next, two_opt_incr_eval, two_opt_select, full_evalHC );
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// SEQENTIAL ALGORITHM DEFINITION -----------------------------------------------------------------------------------------------------------------
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// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
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peoParallelAlgorithmWrapper parallelHillClimbing( hill_climbing, route ); // specifying the embedded algorithm and the algorithm input data
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// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
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// !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// #3 A user defined algorithm to be executed in parallel with other algorithms - parallel evaluation and synchronous
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// multi-start of several hill-climbing algorithms (inside the user defined algorithm)!!.
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RouteEval full_evalRandom;
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peoParaPopEval< Route > randomParaEval( full_evalRandom );
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peoSynchronousMultiStart< Route > parallelExecution( hill_climbing );
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RandomExplorationAlgorithm randomExplorationAlgorithm( randomParaEval, parallelExecution );
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// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
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peoParallelAlgorithmWrapper parallelRandExp( randomExplorationAlgorithm ); // specifying the embedded algorithm - no input data in this case
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randomParaEval.setOwner( parallelRandExp );
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parallelExecution.setOwner( parallelRandExp );
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// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// #4 Synchronous Multi-Start: several hill-climbing algorithms launched in parallel on different initial solutions
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RouteInit ex_hc_route_init; // random init object - creates random Route objects
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RouteEval ex_hc_full_eval; // evaluator object - offers a fitness value for a specified Route object
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eoPop< Route > ex_hc_population( POP_SIZE, ex_hc_route_init );
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for ( unsigned int index = 0; index < POP_SIZE; index++ ) {
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ex_hc_full_eval( ex_hc_population[ index ] );
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}
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// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
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peoSynchronousMultiStart< Route > ex_hc_parallelExecution( hill_climbing );
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peoParallelAlgorithmWrapper ex_hc_parallel( ex_hc_parallelExecution, ex_hc_population ); // specifying the embedded algorithm - no input data in this case
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ex_hc_parallelExecution.setOwner( ex_hc_parallel );
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// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
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// #5 Synchronous Multi-Start: Multiple EO evolutionary algorithms to be executed in parallel
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// (inside different processes, on different populations; no parallel evaluation, no etc.).
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RouteInit ex_route_init; // random init object - creates random Route objects
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RouteEval ex_full_eval; // evaluator object - offers a fitness value for a specified Route object
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||||||
std::vector< eoPop< Route > > ex_population;
|
|
||||||
ex_population.resize( NUMBER_OF_POPULATIONS );
|
|
||||||
|
|
||||||
for ( unsigned int indexPop = 0; indexPop < NUMBER_OF_POPULATIONS; indexPop++ ) {
|
|
||||||
|
|
||||||
ex_population[ indexPop ].resize( POP_SIZE );
|
|
||||||
|
|
||||||
for ( unsigned int index = 0; index < POP_SIZE; index++ ) {
|
|
||||||
|
|
||||||
ex_route_init( ex_population[ indexPop ][ index ] );
|
|
||||||
ex_full_eval( ex_population[ indexPop ][ index ] );
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
|
|
||||||
// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
|
|
||||||
peoSynchronousMultiStart< eoPop< Route > > ex_parallelExecution( eaAlg );
|
|
||||||
peoParallelAlgorithmWrapper ex_parallel( ex_parallelExecution, ex_population ); // specifying the embedded algorithm - no input data in this case
|
|
||||||
|
|
||||||
ex_parallelExecution.setOwner( ex_parallel );
|
|
||||||
// SETTING UP THE PARALLEL WRAPPER ----------------------------------------------------------------------------------------------------------------
|
|
||||||
// <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
peo :: run( );
|
|
||||||
peo :: finalize( );
|
|
||||||
// shutting down the ParadisEO-PEO environment
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
// the algorithm is executed in the #1 rank process
|
|
||||||
if ( getNodeRank() == 1 ) {
|
|
||||||
|
|
||||||
std :: cout << "[To] " << route << std :: endl << std::endl;
|
|
||||||
|
|
||||||
|
|
||||||
std :: cout << "Synchronous Multi-Start HCs:" << std :: endl ;
|
|
||||||
for ( unsigned int index = 0; index < POP_SIZE; index++ ) {
|
|
||||||
|
|
||||||
std::cout << ex_hc_population[ index ] << std::endl;
|
|
||||||
}
|
|
||||||
std::cout << std::endl << std::endl;
|
|
||||||
|
|
||||||
|
|
||||||
std :: cout << "Synchronous Multi-Start EAs:" << std :: endl ;
|
|
||||||
for ( unsigned int index = 0; index < NUMBER_OF_POPULATIONS; index++ ) {
|
|
||||||
|
|
||||||
std::cout << ex_population[ index ] << std::endl;
|
|
||||||
}
|
|
||||||
std::cout << std::endl << std::flush;
|
|
||||||
|
|
||||||
}
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
return 0;
|
|
||||||
}
|
|
||||||
|
|
@ -1,19 +0,0 @@
|
||||||
<?xml version="1.0"?>
|
|
||||||
|
|
||||||
<schema>
|
|
||||||
<group scheduler="0">
|
|
||||||
<node name="0" num_workers="0">
|
|
||||||
</node>
|
|
||||||
<node name="1" num_workers="0">
|
|
||||||
<runner>1</runner>
|
|
||||||
<runner>2</runner>
|
|
||||||
<runner>3</runner>
|
|
||||||
<runner>4</runner>
|
|
||||||
<runner>5</runner>
|
|
||||||
</node>
|
|
||||||
<node name="2" num_workers="1">
|
|
||||||
</node>
|
|
||||||
<node name="3" num_workers="1">
|
|
||||||
</node>
|
|
||||||
</group>
|
|
||||||
</schema>
|
|
||||||
Loading…
Add table
Add a link
Reference in a new issue