From 9da980e853274220aa2c788980888c41431bc3c9 Mon Sep 17 00:00:00 2001
From: legrand <legrand@331e1502-861f-0410-8da2-ba01fb791d7f>
Date: Thu, 21 Dec 2006 14:01:34 +0000
Subject: [PATCH] moeoNDSorting for NSGAII added

git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@116 331e1502-861f-0410-8da2-ba01fb791d7f
---
 trunk/paradiseo-moeo/src/moeoNDSorting.h | 91 ++++++++++++++++++++++++
 1 file changed, 91 insertions(+)
 create mode 100644 trunk/paradiseo-moeo/src/moeoNDSorting.h

diff --git a/trunk/paradiseo-moeo/src/moeoNDSorting.h b/trunk/paradiseo-moeo/src/moeoNDSorting.h
new file mode 100644
index 000000000..926c763f0
--- /dev/null
+++ b/trunk/paradiseo-moeo/src/moeoNDSorting.h
@@ -0,0 +1,91 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+/* -----------------------------------------------------------------------------
+   moeoNDSorting.h
+   (c) Deneche Abdelhakim, 2006
+
+    Contact: paradiseo-help@lists.gforge.inria.fr 
+*/
+//------------------------------------------------------------------------------
+
+#ifndef moeoNDSorting_h
+#define moeoNDSorting_h
+
+#include <cfloat>
+#include <eoNDSorting.h>
+
+# define INF 1.0e14 // DBL_MAX
+
+/** @brief Fast Elitist Non-Dominant Sorting Genetic Algorithm
+
+	Note : This is a corrected version of the original eoNDSorting_II class
+	.
+    @see eoNDSorting_II
+*/
+template <class EOT>
+class moeoNDSorting_II : public eoNDSorting<EOT>
+{
+  public:
+
+    moeoNDSorting_II(bool nasty_flag_ = false) : eoNDSorting<EOT>(nasty_flag_) {}
+
+  typedef std::pair<double, unsigned> double_index_pair;
+
+  class compare_nodes
+  {
+  public :
+    bool operator()(const double_index_pair& a, const double_index_pair& b) const
+    {
+      return a.first < b.first;
+    }
+  };
+
+  /// _cf points into the elements that consist of the current front
+  std::vector<double> niche_penalty(const std::vector<unsigned>& _cf, const eoPop<EOT>& _pop)
+  {
+    typedef typename EOT::Fitness::fitness_traits traits;
+    unsigned i;
+    std::vector<double> niche_count(_cf.size(), 0.);
+
+
+    unsigned nObjectives = traits::nObjectives(); //_pop[_cf[0]].fitness().size();
+
+    for (unsigned o = 0; o < nObjectives; ++o)
+    {
+      std::vector<std::pair<double, unsigned> > performance(_cf.size());
+      for (i =0; i < _cf.size(); ++i)
+      {
+        performance[i].first = _pop[_cf[i]].fitness()[o];
+        performance[i].second = i;
+      }
+
+      std::sort(performance.begin(), performance.end(), compare_nodes()); // a lambda operator would've been nice here
+
+      // set boundary at INF (so it will get chosen over all the others
+      niche_count[performance[0].second] = INF;
+      niche_count[performance.back().second] = INF;
+
+ 	  if (performance[0].first != performance.back().first)
+ 	  {
+       	for (i = 1; i < _cf.size()-1; ++i)
+       	{ 	
+		  if (niche_count[performance[i].second] != INF)
+		  {
+			  niche_count[performance[i].second] += (performance[i+1].first - performance[i-1].first)/
+	  			(performance.back().first-performance[0].first);
+		  }
+       	}
+ 	  }
+    }
+
+	// transform niche_count into penality
+	for (i = 0; i < niche_count.size(); ++i)
+    {
+		niche_count[i] = INF - niche_count[i];
+	}
+	
+    return niche_count;  
+  }
+}; 
+
+#endif