From afae4c1ecae358462248edd28506635537588ccd Mon Sep 17 00:00:00 2001
From: liefooga <liefooga@331e1502-861f-0410-8da2-ba01fb791d7f>
Date: Fri, 13 Apr 2007 14:57:23 +0000
Subject: [PATCH] add lesson2

git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@231 331e1502-861f-0410-8da2-ba01fb791d7f
---
 .../tutorials/lesson2/Makefile.am             |   9 ++
 .../tutorials/lesson2/Sch1.cpp                | 103 ++++++++++++++++++
 2 files changed, 112 insertions(+)
 create mode 100644 branches/paradiseo-moeo-1.0/tutorials/lesson2/Makefile.am
 create mode 100644 branches/paradiseo-moeo-1.0/tutorials/lesson2/Sch1.cpp

diff --git a/branches/paradiseo-moeo-1.0/tutorials/lesson2/Makefile.am b/branches/paradiseo-moeo-1.0/tutorials/lesson2/Makefile.am
new file mode 100644
index 000000000..d4984a47a
--- /dev/null
+++ b/branches/paradiseo-moeo-1.0/tutorials/lesson2/Makefile.am
@@ -0,0 +1,9 @@
+
+noinst_PROGRAMS		= Sch1
+
+Sch1_SOURCES		= Sch1.cpp
+
+LDADD			= -L$(top_builddir)/src ${EO_DIR}/src/libeo.a ${EO_DIR}/src/utils/libeoutils.a
+
+INCLUDES		= -I${EO_DIR}/src/ -I${MO_DIR}/src/ -I$(top_srcdir)/src
+
diff --git a/branches/paradiseo-moeo-1.0/tutorials/lesson2/Sch1.cpp b/branches/paradiseo-moeo-1.0/tutorials/lesson2/Sch1.cpp
new file mode 100644
index 000000000..827d16c05
--- /dev/null
+++ b/branches/paradiseo-moeo-1.0/tutorials/lesson2/Sch1.cpp
@@ -0,0 +1,103 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+//-----------------------------------------------------------------------------
+// Sch1.cpp
+// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007
+/*
+    This library...
+
+    Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr
+ */
+//-----------------------------------------------------------------------------
+
+using namespace std;
+
+#include <stdio.h>
+#include <moeo>
+#include <es/eoRealInitBounded.h>
+#include <es/eoRealOp.h>
+#include <moeoObjectiveVectorTraits.h>
+
+// the moeoObjectiveVectorTraits : minimizing 2 objectives
+class Sch1ObjectiveVectorTraits : public moeoObjectiveVectorTraits
+{
+	public:static bool minimizing (int i)
+	{
+		return true;
+	}
+	static unsigned nObjectives ()
+	{
+		return 2;
+	}
+};
+
+
+// objective vector of doubles
+typedef moeoObjectiveVectorDouble < 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 POP_SIZE = 20;
+	unsigned 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;
+}