From aec83a00149a63f994cca3e153d7acda450c2584 Mon Sep 17 00:00:00 2001
From: cahon <cahon>
Date: Fri, 29 Mar 2002 15:36:04 +0000
Subject: [PATCH] How to build an EA with a distributed evalaution process ?

---
 .../ParadisEO/Lesson2/MasterDistEvalBitEA.cpp | 86 +++++++++++++++++++
 1 file changed, 86 insertions(+)
 create mode 100644 eo/tutorial/ParadisEO/Lesson2/MasterDistEvalBitEA.cpp

diff --git a/eo/tutorial/ParadisEO/Lesson2/MasterDistEvalBitEA.cpp b/eo/tutorial/ParadisEO/Lesson2/MasterDistEvalBitEA.cpp
new file mode 100644
index 00000000..978fd556
--- /dev/null
+++ b/eo/tutorial/ParadisEO/Lesson2/MasterDistEvalBitEA.cpp
@@ -0,0 +1,86 @@
+#include <stdexcept>
+#include <iostream>
+#include <strstream>
+
+#include <paradiseo>
+#include <ga.h>
+
+typedef eoBit<double> Indi ;	// A bitstring with fitness double
+
+#include "binary_value.h"
+
+void main_function(int argc, char **argv) {
+
+  // Some parameters
+  const unsigned int SEED = 42 ; // Seed for random number generator
+  const unsigned int T_SIZE = 3 ; // Size for tournament selection
+  const unsigned int VEC_SIZE = 8 ; // Number of bits in genotypes
+  const unsigned int POP_SIZE = 100 ; // Size of population
+
+  const unsigned int MAX_GEN = 20 ; // Maximum number of generation before STOP
+
+  const double P_CROSS = 0.8 ; // Crossover probability
+  const double P_MUT = 1.0 ; // Mutation probability
+  const double P_MUT_PER_BIT = 0.01 ; // Internal probability for bit-flip mutation
+  const double onePointRate = 0.5 ; // Rate for 1-pt Xover
+  const double bitFlipRate = 0.5 ; // Rate for bit-flip mutation
+
+  rng.reseed (SEED) ;
+
+  eoEvalFuncPtr <Indi, double, const vector <bool>& > eval (binary_value) ;
+
+  eoUniformGenerator <bool> uGen ;
+  eoInitFixedLength <Indi> random (VEC_SIZE, uGen) ; 
+  
+  eoPop <Indi> pop (POP_SIZE, random) ;
+
+  apply <Indi> (eval, pop) ;
+
+  eoDetTournamentSelect <Indi> selectOne (T_SIZE) ;
+
+  eoSelectPerc<Indi> select (selectOne) ;
+
+  eoGenerationalReplacement <Indi> replace ; 
+
+  eo1PtBitXover<Indi> xover1 ;
+  
+  eoBitMutation<Indi>  mutationBitFlip(P_MUT_PER_BIT) ;
+  
+  // The operators are  encapsulated into an eoTRansform object
+  eoSGATransform<Indi> transform(xover1, P_CROSS, mutationBitFlip, P_MUT);
+
+  eoGenContinue<Indi> genCont (MAX_GEN);
+  
+  eoEasyEA<Indi> gga (genCont, eval, select, transform, replace);
+
+  eoListener <Indi> listen (argc, argv) ;
+  
+  eoDistEvalEasyEA <Indi> dist_gga (listen, gga, "Mars") ;
+  
+  dist_gga (pop) ;
+ 
+  listen.destroy ("Mars") ;
+  
+  // OUTPUT
+  // Print (sorted) intial population
+  pop.sort();
+  cout << "FINAL Population\n" << pop << endl;
+// GENERAL
+}
+
+// A main that catches the exceptions
+
+int main(int argc, char **argv)
+{
+
+    try
+    {
+        main_function(argc, argv);
+    }
+    catch(exception& e)
+    {
+        cout << "Exception: " << e.what() << '\n';
+    }
+
+    return 1;
+}