Merge branch 'master' of ssh+git://easea-dev@atia/home/easea-dev/src

Conflicts:
	libeasea/CEvolutionaryAlgorithm.cpp
	tpl/STD.tpl

EaseaLex.l

@@ -26,7 +26,7 @@ Centre de Math
   bool genomeSizeValidity=false;
   int lineCounter = 0;
 
-  // local functions
+// local functions
   char* selectorDetermination(int nMINIMISE, char* sSELECTOR){
 
   char selectorName[50];  
@@ -75,7 +75,7 @@ Centre de Math
 %start COPY_EO_INITIALISER 
 %start COPY COPY_INITIALISER COPY_CROSSOVER COPY_MUTATOR COPY_EVALUATOR COPY_FINALIZATION_FUNCTION
 %start COPY_DISPLAY COPY_USER_FUNCTION COPY_USER_GENERATION PARAMETERS_ANALYSIS GET_PARAMETERS 
-%start COPY_USER_FUNCTIONS COPY_GENERATION_FUNCTION_BEFORE_REPLACEMENT GET_METHODS COPY_MAKEFILE_OPTION COPY_BOUND_CHECKING_FUNCTION COPY_BEG_GENERATION_FUNCTION COPY_END_GENERATION_FUNCTION COPY_INSTEAD_EVAL
+%start COPY_USER_FUNCTIONS COPY_GENERATION_FUNCTION_BEFORE_REPLACEMENT GET_METHODS COPY_MAKEFILE_OPTION COPY_BOUND_CHECKING_FUNCTION COPY_BEG_GENERATION_FUNCTION COPY_END_GENERATION_FUNCTION
 
  // lexical analyser name and class definition
 %name CEASEALexer {
@@ -187,15 +187,6 @@ exponent  ([Ee][+-]?[0-9]+)
  }
 
 
-<TEMPLATE_ANALYSIS>"\\INSTEAD_EVAL_FUNCTION"  {
-  //DEBUG_PRT_PRT("insert beg");
-  yyreset();
-  yyin = fpGenomeFile;
-  if (bVERBOSE) printf ("Evaluation population in a single function!!.\n");
-  BEGIN COPY_INSTEAD_EVAL;
- }
-
-
 <TEMPLATE_ANALYSIS>"\\INSERT_END_GENERATION_FUNCTION"  {
   //DEBUG_PRT_PRT("insert end");
   if (bVERBOSE) printf ("Inserting at the end of each generation function.\n");
@@ -506,7 +497,7 @@ exponent  ([Ee][+-]?[0-9]+)
   if (bVERBOSE) printf ("Inserting user functions.\n");
   yyreset();
   yyin = fpGenomeFile;                    
-  lineCounter=2;                                 // switch to .ez file and analyser
+  lineCounter=1;                                 // switch to .ez file and analyser
   BEGIN COPY_USER_FUNCTIONS;
  }
 <TEMPLATE_ANALYSIS>"\\INSERT_EO_INITIALISER"  {        
@@ -540,13 +531,11 @@ exponent  ([Ee][+-]?[0-9]+)
 <TEMPLATE_ANALYSIS>"\\INSERT_MUTATOR"  {        
   yyreset();
   yyin = fpGenomeFile;                                                     // switch to .ez file and analyser
-  lineCounter=1;
   BEGIN COPY_MUTATOR;   
  }
 <TEMPLATE_ANALYSIS>"\\INSERT_EVALUATOR"  {        
   yyreset();
   yyin = fpGenomeFile;                                                     // switch to .ez file and analyser
-  lineCounter=1;
   BEGIN COPY_EVALUATOR;   
  }
 
@@ -554,7 +543,6 @@ exponent  ([Ee][+-]?[0-9]+)
   yyreset();
   yyin = fpGenomeFile;                                                     // switch to .ez file and analyser
   bWithinCUDA_Evaluator = 1;
-  lineCounter=1;
   BEGIN COPY_EVALUATOR;
  }
 
@@ -975,29 +963,6 @@ if(OPERATING_SYSTEM=WINDOWS)
   }
  }
 
-<COPY_INSTEAD_EVAL>"\\Instead"[ \t\n]+"evaluation"[ \t\n]+"function:" {
-  //DEBUG_PRT_PRT("at each beg");
-  if( (TARGET==CUDA || TARGET==STD)){
-    fprintf (fpOutputFile,"{\n");
-    bFunction=1;
-    BEGIN COPY_USER_GENERATION;
-  }
- }
-
-<COPY_INSTEAD_EVAL>.|\n {}                                      
-
-<COPY_INSTEAD_EVAL><<EOF>> {
-  bBeginGenerationFunction=0; // No Generation function was found in the .ez file
-  if (bVERBOSE) printf("*** No Instead evaluation step function was found. ***\n");
-  fprintf(fpOutputFile,"\n// No Instead evaluation step function.\n");
-
-  rewind(fpGenomeFile);
-  yyin = fpTemplateFile;
-  BEGIN TEMPLATE_ANALYSIS;
-  bNotFinishedYet=1;
- }
-
-
 <COPY_BEG_GENERATION_FUNCTION><<EOF>> {
   bBeginGenerationFunction=0; // No Generation function was found in the .ez file
   if (bVERBOSE) printf("*** No beginning generation function was found. ***\n");
@@ -1339,23 +1304,16 @@ if(OPERATING_SYSTEM=WINDOWS)
 <COPY_CROSSOVER>\n {lineCounter++;}
 <COPY_MUTATOR>"\\GenomeClass::mutator"[ \t\n]*":" {
   bWithinMutator=1;
-  if( bLINE_NUM_EZ_FILE )
-    fprintf(fpOutputFile,"#line %d \"%s.ez\"\n",lineCounter, sRAW_PROJECT_NAME);
   BEGIN COPY_USER_FUNCTION;
   return USER_MUTATOR;
  }
-<COPY_MUTATOR>. {}
-<COPY_MUTATOR>\n {lineCounter++;}
-
+<COPY_MUTATOR>.|\n {}                                      
 <COPY_EVALUATOR>"\\GenomeClass::evaluator"[ \t\n]*":" {
   BEGIN COPY_USER_FUNCTION;            
   bWithinEvaluator=1;
-  if( bLINE_NUM_EZ_FILE )
-    fprintf(fpOutputFile,"#line %d \"%s.ez\"\n",lineCounter, sRAW_PROJECT_NAME);
   return USER_EVALUATOR;
  }
-<COPY_EVALUATOR>. {}
-<COPY_EVALUATOR>\n {lineCounter++;}
+<COPY_EVALUATOR>.|\n {}                                      
 
 //****************************************
 //  Basic copy to .cpp file with major changes
@@ -1685,7 +1643,7 @@ if(OPERATING_SYSTEM=WINDOWS)
 
 <GET_PARAMETERS>"Print"[ \t\n]+"stats"[ \t\n]*":"[\t\n]* {if (bVERBOSE) printf("\tPrint Stats...\n");return PRINT_STATS;}
 <GET_PARAMETERS>"Plot"[ \t\n]+"stats"[ \t\n]*":"[\t\n]* {if (bVERBOSE) printf("\tPlot Stats with gnuplot...\n");return PLOT_STATS;}
-<GET_PARAMETERS>"Generate"[ \t\n]+"cvs"[ \t\n]+"stats"[ \t\n]+"file"[ \t\n]*":"[ \t\n]* {if (bVERBOSE) printf("\tPrint Stats to cvs File...\n");return GENERATE_CVS_FILE;}
+<GET_PARAMETERS>"Generate"[ \t\n]+"csv"[ \t\n]+"stats"[ \t\n]+"file"[ \t\n]*":"[ \t\n]* {if (bVERBOSE) printf("\tPrint Stats to cvs File...\n");return GENERATE_CVS_FILE;}
 <GET_PARAMETERS>"Generate"[ \t\n]+"gnuplot"[ \t\n]+"script"[ \t\n]*":"[ \t\n]* {if (bVERBOSE) printf("\tGenerate Gnuplot Script...\n");return GENERATE_GNUPLOT_SCRIPT;}
 <GET_PARAMETERS>"Generate"[ \t\n]+"R"[ \t\n]+"script"[ \t\n]*":"[ \t\n]* {if (bVERBOSE) printf("\tGenerate R Script...\n");return GENERATE_R_SCRIPT;}
 

examples/cmaes_cuda_test/cigtabGPU.ez

@@ -114,7 +114,9 @@ CPPFLAGS+=
   Elitism: Strong                       //Weak or Strong
   Elite: 5
   Print stats:1                         //Default: 1
-  Print stats to file:0
+  Generate csv stats file:0
+  Generate gnuplot script:0
+  Generate R script:0
   Plot stats:0                          //Default: 0
 \end
 	

examples/cmaes_tests/cigtab.ez

-*_________________________________________________________
+/*_________________________________________________________
 
 Test functions
 __________________________________________________________*/
@@ -119,7 +119,9 @@ LIBS+=
   Elitism: Strong                       //Weak or Strong
   Elite: 5
   Print stats:1                         //Default: 1
-  Print stats to file:0
+  Generate csv stats file:0
+  Generate gnuplot script:0
+  Generate R script:0
   Plot stats:0                          //Default: 0
 \end
 	

examples/weierstrass_gpu/weierstrass.ez

@@ -165,7 +165,7 @@ CPPFLAGS+=
 
   Print stats:1                         //Default: 1
   Plot stats:0                          //Default: 0
-  Generate cvs stats file:0
+  Generate csv stats file:0
   Generate gnuplot script:0
   Generate R script:0
 

examples/weierstrass_std/weierstrass.ez

@@ -167,7 +167,7 @@ CPPFLAGS+=
   Elitism: Strong			//Weak or Strong
   Elite: 1
   Print stats:1				//Default: 1
-  Generate cvs stats file:0			
+  Generate csv stats file:0			
   Generate gnuplot script:0
   Generate R script:0
   Plot stats:0				//Default: 0

libeasea/CEvolutionaryAlgorithm.cpp

-#ifdef WIN32
-#pragma comment(lib, "WinMM.lib")
-#endif
+
 /*
  * CEvolutionaryAlgorithm.cpp
  *
@@ -15,8 +13,8 @@
 #endif
 #ifdef WIN32
 #include <windows.h>
-#endif
 #include <time.h>
+#endif
 #include <math.h>
 #include <string>
 #include "include/CIndividual.h"
@@ -31,9 +29,6 @@ extern CEvolutionaryAlgorithm* EA;
 void EASEABeginningGenerationFunction(CEvolutionaryAlgorithm* evolutionaryAlgorithm);
 void EASEAEndGenerationFunction(CEvolutionaryAlgorithm* evolutionaryAlgorithm);
 void EASEAGenerationFunctionBeforeReplacement(CEvolutionaryAlgorithm* evolutionaryAlgorithm);
-
-extern void evale_pop_chunk(CIndividual** pop, int popSize);
-extern bool INSTEAD_EVAL_STEP;
 /**
  * @DEPRECATED the next contructor has to be used instead of this one.
  */
@@ -115,19 +110,19 @@ void CEvolutionaryAlgorithm::runEvolutionaryLoop(){
   
   std::cout << "Parent's population initializing "<< std::endl;
   this->initializeParentPopulation();
-  if(!INSTEAD_EVAL_STEP)
-    this->population->evaluateParentPopulation();
-  else
-    evale_pop_chunk(population->parents, population->parentPopulationSize);
-
+  this->population->evaluateParentPopulation();
   this->population->currentEvaluationNb += this->params->parentPopulationSize;
   if(this->params->printInitialPopulation){
   	std::cout << *population << std::endl;
   }
 
-
+#ifdef WIN32
+   clock_t begin(clock());
+#else
   struct timeval begin;
   gettimeofday(&begin,NULL);
+#endif
+
 
   //Initialize elitPopulation
   if(params->elitSize)
@@ -138,10 +133,9 @@ void CEvolutionaryAlgorithm::runEvolutionaryLoop(){
     EASEABeginningGenerationFunction(this);
 
     population->produceOffspringPopulation();
-    if(!INSTEAD_EVAL_STEP)
-      population->evaluateOffspringPopulation();
-    else
-      evale_pop_chunk(population->offsprings, population->offspringPopulationSize);
+
+    population->evaluateOffspringPopulation();
+
     population->currentEvaluationNb += this->params->offspringPopulationSize;
 
     EASEAGenerationFunctionBeforeReplacement(this);
@@ -168,9 +162,8 @@ void CEvolutionaryAlgorithm::runEvolutionaryLoop(){
 
     population->reduceTotalPopulation(elitistPopulation);
 
-    population->sortParentPopulation();
     showPopulationStats(begin);
-    bBest = population->Best;
+
     EASEAEndGenerationFunction(this);
 
     currentGeneration += 1;
@@ -198,7 +191,12 @@ void CEvolutionaryAlgorithm::runEvolutionaryLoop(){
 }
 
 
+
+#ifdef WIN32
+void CEvolutionaryAlgorithm::showPopulationStats(clock_t beginTime){
+#else
 void CEvolutionaryAlgorithm::showPopulationStats(struct timeval beginTime){
+#endif
 
   float currentAverageFitness=0.0;
   float currentSTDEV=0.0;
@@ -223,27 +221,43 @@ void CEvolutionaryAlgorithm::showPopulationStats(struct timeval beginTime){
   currentSTDEV/=population->parentPopulationSize;
   currentSTDEV=sqrt(currentSTDEV);
 
+
+#ifdef WIN32
+  clock_t end(clock());
+  double duration;
+  duration = (double)(end-beginTime)/CLOCKS_PER_SEC;
+#else
   struct timeval end, res;
   gettimeofday(&end,0);
   timersub(&end,&beginTime,&res);
+#endif
 
   //Affichage
   if(params->printStats){
 	  if(currentGeneration==0)
 	    printf("GEN\tTIME\t\tEVAL\tBEST\t\tAVG\t\tSTDEV\n\n");
-	  printf("%lu\t%ld.%06ld\t%lu\t%.15e\t%.15e\t%.15e\n",currentGeneration,res.tv_sec,res.tv_usec,population->currentEvaluationNb,population->Best->getFitness(),currentAverageFitness,currentSTDEV);
+#ifdef WIN32
+	    printf("%lu\t%2.6f\t%lu\t%.15e\t%.15e\t%.15e\n",currentGeneration,duration,population->currentEvaluationNb,population->Best->getFitness(),currentAverageFitness,currentSTDEV);
+#else
+	    printf("%lu\t%ld.%06ld\t%lu\t%.15e\t%.15e\t%.15e\n",currentGeneration,res.tv_sec,res.tv_usec,population->currentEvaluationNb,population->Best->getFitness(),currentAverageFitness,currentSTDEV);
+#endif
 	  //printf("%lu\t%ld.%06ld\t%lu\t%f\t%f\t%f\n",currentGeneration,res.tv_sec,res.tv_usec,population->currentEvaluationNb,population->Best->getFitness(),currentAverageFitness,currentSTDEV);
   }
 
   if((this->params->plotStats && this->gnuplot->valid) || this->params->generateGnuplotScript){
  	FILE *f;
 	string fichier (params->outputFilename);
-	fichier.append(".dat");
- 	f = fopen(fichier.c_str(),"a"); //ajouter .dat
+ 	f = fopen(params->outputFilename,"a"); //ajouter .dat
 	if(f!=NULL){
 	  if(currentGeneration==0)
 		fprintf(f,"#GEN\tTIME\t\tEVAL\tBEST\t\tAVG\t\tSTDEV\n\n");
+
+#ifdef WIN32
+	  fprintf(f,"%lu\t%2.6f\t%lu\t%.15e\t%.15e\t%.15e\n",currentGeneration,duration,population->currentEvaluationNb,population->Best->getFitness(),currentAverageFitness,currentSTDEV);
+#else
 	  fprintf(f,"%lu\t%ld.%06ld\t%lu\t%.15e\t%.15e\t%.15e\n",currentGeneration,res.tv_sec,res.tv_usec,population->currentEvaluationNb,population->Best->getFitness(),currentAverageFitness,currentSTDEV);
+#endif
+
 	  fclose(f);
         }
   }
@@ -255,7 +269,13 @@ void CEvolutionaryAlgorithm::showPopulationStats(struct timeval beginTime){
 	if(f!=NULL){
 	  if(currentGeneration==0)
 		fprintf(f,"GEN,TIME,EVAL,BEST,AVG,STDEV\n");
+
+#ifdef WIN32
+	  fprintf(f,"%lu,%2.6f,%lu,%.15e,%.15e,%.15e\n",currentGeneration,duration,population->currentEvaluationNb,population->Best->getFitness(),currentAverageFitness,currentSTDEV);
+#else
 	  fprintf(f,"%lu,%ld.%06ld,%lu,%.15e,%.15e,%.15e\n",currentGeneration,res.tv_sec,res.tv_usec,population->currentEvaluationNb,population->Best->getFitness(),currentAverageFitness,currentSTDEV);
+#endif
+
 	  fclose(f);
         }
   }
@@ -263,7 +283,7 @@ void CEvolutionaryAlgorithm::showPopulationStats(struct timeval beginTime){
   #ifdef __linux__
   if(this->params->plotStats && this->gnuplot->valid){
 	if(currentGeneration==0)
-		fprintf(this->gnuplot->fWrit,"plot \'%s.dat\' using 3:4 t \'Best Fitness\' w lines, \'%s.dat\' using 3:5 t  \'Average\' w lines, \'%s.dat\' using 3:6 t \'StdDev\' w lines\n", params->outputFilename,params->outputFilename,params->outputFilename);
+		fprintf(this->gnuplot->fWrit,"plot \'%s\' using 3:4 t \'Best Fitness\' w lines, \'%s\' using 3:5 t  \'Average\' w lines, \'%s\' using 3:6 t \'StdDev\' w lines\n", params->outputFilename,params->outputFilename,params->outputFilename);
 	else
 		fprintf(this->gnuplot->fWrit,"replot\n");
 	fflush(this->gnuplot->fWrit);
@@ -271,7 +291,12 @@ void CEvolutionaryAlgorithm::showPopulationStats(struct timeval beginTime){
  
 #endif
 
+#ifdef WIN32
+  params->timeCriterion->setElapsedTime(duration);
+#else
   params->timeCriterion->setElapsedTime(res.tv_sec);
+#endif
+
 }
 
 void CEvolutionaryAlgorithm::outputGraph(){
@@ -326,27 +351,3 @@ bool CEvolutionaryAlgorithm::allCriteria(){
   }
   return false;
 }
-
-#ifdef WIN32
-int gettimeofday
-      (struct timeval* tp, void* tzp) {
-    DWORD t;
-    t = timeGetTime();
-    tp->tv_sec = t / 1000;
-    tp->tv_usec = t % 1000;
-    /* 0 indicates success. */
-    return 0;
-}
-
-void timersub( const timeval * tvp, const timeval * uvp, timeval* vvp )
-{
-    vvp->tv_sec = tvp->tv_sec - uvp->tv_sec;
-    vvp->tv_usec = tvp->tv_usec - uvp->tv_usec;
-    if( vvp->tv_usec < 0 )
-    {
-       --vvp->tv_sec;
-       vvp->tv_usec += 1000000;
-    }
-} 
-#endif
-

libeasea/COptionParser.cpp

@@ -4,8 +4,7 @@
  *  Created on: 22 juin 2009
  *      Author: maitre
  */
-
-#include <boost/program_options.hpp>
+#include "boost/program_options.hpp"
 #include <iostream>
 
 namespace po = boost::program_options;
@@ -137,7 +136,7 @@ void parseArguments(const char* parametersFileName, int ac, char** av,
 	("inputfile",po::value<string>(),"Set an input file for the initial population (default : none)")
 	("printStats",po::value<int>(),"Print the Stats (default : 1)")
 	("plotStats",po::value<int>(),"Plot the Stats with gnuplot (default : 0)")
-	("generateCSV",po::value<int>(),"Print the Stats to a CSV File (Filename: ProjectName.csv) (default : 0)")
+	("generateCSVFile",po::value<int>(),"Print the Stats to a CSV File (Filename: ProjectName.dat) (default : 0)")
 	("generateGnuplotScript",po::value<int>(),"Generates a Gnuplot script to plat the Stats (Filename: ProjectName.plot) (default : 0)")
 	("generateRScript",po::value<int>(),"Generates a R script to plat the Stats (Filename: ProjectName.r) (default : 0)")
 //	("printStatsFile",po::value<int>(),"Print the Stats to a File (Filename: ProjectName.dat) (default : 0)")

libeasea/CStoppingCriterion.cpp

@@ -8,7 +8,6 @@
 #include "include/CStoppingCriterion.h"
 #include <iostream>
 #include <signal.h>
-#include "include/global.h"
 #include "include/CEvolutionaryAlgorithm.h"
 
 /* ****************************************
@@ -93,19 +92,3 @@ void signal_handler(int sig){
 }
 
 
-/* ****************************************
-   Goal stopping criterion class
-****************************************/
-CGoalCriterion::CGoalCriterion( double goal, bool minimize ){
-  this->goal = goal;
-  this->minimize = minimize;
-}
-
-bool CGoalCriterion::reached(){
-  if( minimize ){ 
-    //printf("bf : %f\n",bBest->fitness);
-    return bBest->fitness <= goal;
-  }
-  else
-    return bBest->fitness >= goal;
-}

libeasea/include/CEvolutionaryAlgorithm.h

@@ -9,6 +9,7 @@
 #define CEVOLUTIONARYALGORITHM_H_
 #include <stdlib.h>
 #include <string>
+#include <time.h>
 #include "CEvolutionaryAlgorithm.h"
 #include "CSelectionOperator.h"
 #include "CPopulation.h"
@@ -46,7 +47,11 @@ public:
   size_t reduceParents;
   size_t reduceOffsprings;
 
+#ifdef WIN32
+  void showPopulationStats(clock_t beginTime);
+#else
   void showPopulationStats(struct timeval beginTime);
+#endif
   void generateGnuplotScript();
   void generateRScript();
 
@@ -61,9 +66,4 @@ public:
   std::string* inputfile;
 };
 
-#ifdef WIN32
-int gettimeofday(struct timeval* tp, void* tzp);
-void timersub( const timeval * tvp, const timeval * uvp, timeval* vvp );
-#endif
-
 #endif /* CEVOLUTIONARYALGORITHM_H_ */

libeasea/include/CStoppingCriterion.h

@@ -58,19 +58,6 @@ class CTimeCriterion : public CStoppingCriterion {
   void setElapsedTime(size_t elapsedTime);
 };
 
-/* ****************************************
-   Goal stopping criterion class
-****************************************/
-class CGoalCriterion : public CStoppingCriterion {
- private:
-  double goal;
-  bool minimize;
- public:
-  virtual bool reached();
-  CGoalCriterion( double goal, bool minimize );
-};
-
-
 /* ****************************************
    ControlCStopingCriterion class
 ****************************************/

libeasea/include/global.h

@@ -14,7 +14,7 @@
 //#define true 1;
 //#define false 0;
 class CIndividual;
-class CRandomGenerator;
+
 extern CIndividual** pPopulation;
 extern CIndividual* bBest;
 extern float* pEZ_MUT_PROB;

tpl/CMAES.tpl

@@ -2,6 +2,7 @@
 #ifdef WIN32
 #define _CRT_SECURE_NO_WARNINGS
 #pragma comment(lib, "libEasea.lib")
+#pragma comment(lib, "Winmm.lib")
 #endif
 /**
  This is program entry for CMAES template for EASEA
@@ -28,6 +29,7 @@ float* pEZ_MUT_PROB = NULL;
 float* pEZ_XOVER_PROB = NULL;
 size_t *EZ_NB_GEN;
 size_t *EZ_current_generation;
+CEvolutionaryAlgorithm* EA;
 
 CCmaes *cma;
 //CMA cma;
@@ -85,7 +87,7 @@ using namespace std;
 
 
 CRandomGenerator* globalRandomGenerator;
-
+extern CEvolutionaryAlgorithm* EA;
 #define STD_TPL
 
 \INSERT_USER_DECLARATIONS
@@ -280,14 +282,14 @@ void ParametersImpl::setDefaultParameters(int argc, char** argv){
         this->randomGenerator = globalRandomGenerator;
 
         this->printStats = setVariable("printStats",\PRINT_STATS);
-        this->generateCVSFile = setVariable("generateCVSFile",\GENERATE_CVS_FILE);
+        this->generateCVSFile = setVariable("generateCSVFile",\GENERATE_CVS_FILE);
         this->generateGnuplotScript = setVariable("generateGnuplotScript",\GENERATE_GNUPLOT_SCRIPT);
         this->generateRScript = setVariable("generateRScript",\GENERATE_R_SCRIPT);
         this->plotStats = setVariable("plotStats",\PLOT_STATS);
         this->printInitialPopulation = setVariable("printInitialPopulation",0);
         this->printFinalPopulation = setVariable("printFinalPopulation",0);
 
-        this->outputFilename = (char*)"EASEA";
+        this->outputFilename = (char*)"EASEA.dat";
         this->plotOutputFilename = (char*)"EASEA.png";
 }
 
@@ -477,7 +479,7 @@ easeaclean:
 				EnableIntrinsicFunctions="true"
 				AdditionalIncludeDirectories=""\EZ_PATHlibEasea""
 				PreprocessorDefinitions="WIN32;NDEBUG;_CONSOLE"
-				RuntimeLibrary="2"
+				RuntimeLibrary="0"
 				EnableFunctionLevelLinking="true"
 				UsePrecompiledHeader="0"
 				WarningLevel="3"
@@ -591,7 +593,7 @@ easeaclean:
 --plotStats=\PLOT_STATS #plot Stats with gnuplot (requires Gnuplot)
 --printInitialPopulation=0 #Print initial population
 --printFinalPopulation=0 #Print final population
---generateCVSFile=\GENERATE_CVS_FILE
+--generateCSVFile=\GENERATE_CVS_FILE
 --generateGnuplotScript=\GENERATE_GNUPLOT_SCRIPT
 --generateRScript=\GENERATE_R_SCRIPT
 

tpl/CMAES_CUDA.tpl

@@ -2,6 +2,7 @@
 #ifdef WIN32
 #define _CRT_SECURE_NO_WARNINGS
 #pragma comment(lib, "libEasea.lib")
+#pragma comment(lib, "Winmm.lib")
 #endif
 /**
  This is program entry for CMAES_CUDA template for EASEA
@@ -28,6 +29,7 @@ float* pEZ_MUT_PROB = NULL;
 float* pEZ_XOVER_PROB = NULL;
 size_t *EZ_NB_GEN;
 size_t *EZ_current_generation;
+CEvolutionaryAlgorithm *EA;
 
 CCmaesCuda *cma;
 
@@ -88,7 +90,7 @@ using namespace std;
 
 
 CRandomGenerator* globalRandomGenerator;
-
+extern CEvolutionaryAlgorithm* EA;
 #define CUDA_TPL
 
 void* d_offspringPopulationcuda;
@@ -138,7 +140,7 @@ void EASEAInit(int argc, char** argv){
 }
 
 void EASEAFinal(CPopulation* pop){
-	\INSERT_FINALIZATION_FCT_CALL
+	\INSERT_FINALIZATION_FCT_CALL;
 	delete(cma);
 }
 
@@ -230,7 +232,7 @@ CIndividual* IndividualImpl::crossover(CIndividual** ps){
 	IndividualImpl** tmp = (IndividualImpl**)ps;
 	IndividualImpl parent1(*this);
 	IndividualImpl parent2(*tmp[0]);
-	IndividualImpl child(*this);
+	IndividualImpl child1(*this);
 
 	////DEBUG_PRT("Xover");
 	/*   cout << "p1 : " << parent1 << endl; */
@@ -241,9 +243,9 @@ CIndividual* IndividualImpl::crossover(CIndividual** ps){
 	for(int i=0; i<\PROBLEM_DIM; ++i)
 		cma->rgdTmp[i] = (float)(cma->rgD[i] * cma->alea.alea_Gauss());
 
-	child.valid = false;
-	/*   cout << "child : " << child << endl; */
-	return new IndividualImpl(child);
+	child1.valid = false;
+	/*   cout << "child1 : " << child1 << endl; */
+	return new IndividualImpl(child1);
 }
 
 
@@ -411,7 +413,7 @@ void ParametersImpl::setDefaultParameters(int argc, char** argv){
 
         this->elitSize = 0;
 
-        offspringReduction = parentReduction = false;
+	offspringReduction = parentReduction = false;
 
         generationalCriterion = new CGenerationalCriterion(setVariable("nbGen",(int)\NB_GEN));
         controlCStopingCriterion = new CControlCStopingCriterion();
@@ -423,7 +425,9 @@ void ParametersImpl::setDefaultParameters(int argc, char** argv){
         this->randomGenerator = globalRandomGenerator;
 
         this->printStats = setVariable("printStats",\PRINT_STATS);
-        this->printStatsFile = setVariable("printStatsFile",\PRINT_STATS_FILE);
+        this->generateCVSFile = setVariable("generateCSVFile",\GENERATE_CVS_FILE);
+        this->generateGnuplotScript = setVariable("generateGnuplotScript",\GENERATE_GNUPLOT_SCRIPT);
+        this->generateRScript = setVariable("generateRScript",\GENERATE_R_SCRIPT);
         this->plotStats = setVariable("plotStats",\PLOT_STATS);
         this->printInitialPopulation = setVariable("printInitialPopulation",0);
         this->printFinalPopulation = setVariable("printFinalPopulation",0);
@@ -617,7 +621,7 @@ $(BIN):$(OBJ)
 	$(NVCC) $(NVCCFLAGS) -o $@ $< -c -DTIMING $(CPPFLAGS) -g -Xcompiler -Wall
 
 easeaclean: clean
-	rm -f Makefile EASEA.prm $(SRC) $(HDR) EASEA.mak $(CUDA_SRC) *.linkinfo EASEA.png EASEA.dat EASEA.vcproj EASEA.plot EASEA.r EASEA.csv
+	rm -f Makefile EASEA.prm $(SRC) $(HDR) EASEA.mak $(CUDA_SRC) *.linkinfo EASEA.png EASEA.dat EASEA.vcproj
 clean:
 	rm -f $(OBJ) $(BIN) 	
 	
@@ -660,7 +664,7 @@ clean:
 				Name="CUDA Build Rule"
 				Include="\EZ_PATHlibEasea"
 				Keep="false"
-				Runtime="2"
+				Runtime="0"
 			/>
 			<Tool
 				Name="VCXMLDataGeneratorTool"
@@ -677,7 +681,7 @@ clean:
 				EnableIntrinsicFunctions="true"
 				AdditionalIncludeDirectories="&quot;\EZ_PATHlibEasea&quot;"
 				PreprocessorDefinitions="WIN32;NDEBUG;_CONSOLE"
-				RuntimeLibrary="2"
+				RuntimeLibrary="0"
 				EnableFunctionLevelLinking="true"
 				UsePrecompiledHeader="0"
 				WarningLevel="3"
@@ -792,7 +796,8 @@ clean:
 --plotStats=\PLOT_STATS #plot Stats with gnuplot (requires Gnuplot)
 --printInitialPopulation=0 #Print initial population
 --printFinalPopulation=0 #Print final population
---printStatsFile=\PRINT_STATS_FILE #Print stats to File (filename: ProjetName.dat)
-
+--generateCSVFile=\GENERATE_CVS_FILE