From 9aa9e38090bf5ab4c34c0711a377866135c5441b Mon Sep 17 00:00:00 2001
From: maartenkeijzer <maartenkeijzer>
Date: Wed, 14 Mar 2001 12:46:37 +0000
Subject: [PATCH] First go, does not do niching yet

---
 eo/src/eoNDSorting.h | 119 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 119 insertions(+)
 create mode 100644 eo/src/eoNDSorting.h

diff --git a/eo/src/eoNDSorting.h b/eo/src/eoNDSorting.h
new file mode 100644
index 00000000..45eea008
--- /dev/null
+++ b/eo/src/eoNDSorting.h
@@ -0,0 +1,119 @@
+/** -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+   -----------------------------------------------------------------------------
+   eoNDSorting.h
+   (c) Maarten Keijzer, Marc Schoenauer, 2001
+
+   This library is free software; you can redistribute it and/or
+   modify it under the terms of the GNU Lesser General Public
+   License as published by the Free Software Foundation; either
+   version 2 of the License, or (at your option) any later version.
+
+   This library is distributed in the hope that it will be useful,
+   but WITHOUT ANY WARRANTY; without even the implied warranty of
+   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+   Lesser General Public License for more details.
+
+   You should have received a copy of the GNU Lesser General Public
+   License along with this library; if not, write to the Free Software
+   Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
+
+    Contact: todos@geneura.ugr.es, http://geneura.ugr.es
+             Marc.Schoenauer@polytechnique.fr
+             mkeijzer@dhi.dk
+ */
+//-----------------------------------------------------------------------------
+
+#ifndef eoNDSorting_h
+#define eoNDSorting_h
+
+#include <algorithm>
+#include <eoPerf2Worth.h>
+#include <eoDominanceMap.h>
+
+/**
+  Non dominated sorting
+*/
+template <class EOT>
+class eoNDSorting : public eoPerf2Worth<EOT, double>
+{
+  public :
+
+    eoNDSorting(eoDominanceMap<EOT>& _dominanceMap, double _nicheSize) :
+      eoPerf2Worth<EOT, double>(), dominanceMap(_dominanceMap), nicheSize(_nicheSize) {}
+
+    void operator()(const eoPop<EOT>& _pop)
+    {
+      dominanceMap(_pop);
+
+      vector<bool> excluded(_pop.size(), false);
+
+      value().resize(_pop.size());
+
+      bool finished = false;
+
+      int dominance_level = 0;
+
+      while(!finished)
+      {
+        vector<double> ranks = dominanceMap.sum_dominators();
+
+        vector<unsigned> current_front;
+        current_front.reserve(_pop.size());
+
+        finished = true;
+
+        for (unsigned i = 0; i < _pop.size(); ++i)
+        {
+          if (excluded[i])
+          {
+            continue; // next please
+          }
+
+          if (ranks[i] < 1e-6)
+          {// it's part of the current front
+            excluded[i] = true;
+            current_front.push_back(i);
+            dominanceMap.remove(i); // remove from consideration
+          }
+          else
+          {
+            finished = false; // we need another go
+          }
+        }
+
+        // Now we have the indices to the current front in current_front, do the niching
+
+        // As I don't have my reference text with me some homespun savagery
+
+        ranks = dominanceMap.sum_dominants(); // how many do you dominate
+
+        double max_rank = *std::max_element(ranks.begin(), ranks.end());
+
+        for (unsigned i = 0; i < current_front.size(); ++i)
+        {
+          // punish the ones that dominate the most individuals (sounds strange huh?)
+          value()[current_front[i]] = dominance_level + ranks[i] / (max_rank + 1);
+        }
+
+
+        dominance_level++; // go to the next front
+      }
+
+      // now all that's left to do is to transform lower rank into higher worth
+      double max_fitness = *std::max_element(value().begin(), value().end());
+
+      for (unsigned i = 0; i < value().size(); ++i)
+      {
+        value()[i] = max_fitness - value()[i];
+      }
+
+    }
+
+  private :
+
+  eoDominanceMap<EOT>& dominanceMap;
+  double nicheSize;
+};
+
+#endif
\ No newline at end of file