Add a neighborhood which flips several bits in random order

git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@2204 331e1502-861f-0410-8da2-ba01fb791d7f

trunk/paradiseo-mo/src/problems/bitString/moBitsNeighbor.h

@@ -134,6 +134,16 @@ public:
     }
   }
 
+  /**
+   * Write object. Called printOn since it prints the object _on_ a stream.
+   * @param _os A std::ostream.
+   */
+  virtual void printOn(std::ostream& _os) const {
+    _os << this->fitness() << " " << nBits ;
+    for(unsigned int i = 0; i < nBits; i++)
+      _os << " "  << bits[i] ;
+  }
+
 };
 
 #endif

trunk/paradiseo-mo/src/problems/bitString/moBitsWithoutReplNeighborhood.h

@@ -0,0 +1,161 @@
+/*
+  <moBitsWithoutReplNeighborhood.h>
+  Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010
+
+  Sebastien Verel, Arnaud Liefooghe, Jeremie Humeau
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef _moBitsWithoutReplNeighborhood_h
+#define _moBitsWithoutReplNeighborhood_h
+
+#include <neighborhood/moNeighborhood.h>
+#include <problems/bitString/moBitsNeighborhood.h>
+#include <utils/eoRNG.h>
+#include <vector>
+
+/**
+ * A neighborhood for bit string solutions
+ * where several bits could be flipped
+ * under a given Hamming distance
+ *
+ * The neighborhood is explred in a random order
+ * and the number of neighbors is fixed by a number
+ */
+template< class Neighbor >
+class moBitsWithoutReplNeighborhood : public moBitsNeighborhood<Neighbor>
+{
+  using moBitsNeighborhood<Neighbor>::neighborhoodSize;
+  using moBitsNeighborhood<Neighbor>::setNeighbor;
+  using moBitsNeighborhood<Neighbor>::key;
+  using moBitsNeighborhood<Neighbor>::nBits;
+
+public:
+
+  /**
+   * Define type of a solution corresponding to Neighbor
+   */
+  typedef typename Neighbor::EOT EOT;
+
+  /**
+   * Constructor
+   * @param _length bit string length
+   * @param _nBits maximum number of bits to flip (radius of the neighborhood)
+   */
+  moBitsWithoutReplNeighborhood(unsigned _length, unsigned _nBits, unsigned _sampleSize): moBitsNeighborhood<Neighbor>(_length, _nBits), sampleSize(_sampleSize) {
+    if (sampleSize > neighborhoodSize || sampleSize == 0)
+      sampleSize = neighborhoodSize;
+
+    indexVector.resize(neighborhoodSize);
+
+    for(unsigned int i = 0; i < neighborhoodSize; i++)
+      indexVector[i] = i;
+  }
+
+  /**
+   * Test if it exist a neighbor
+   * @param _solution the solution to explore
+   * @return true if the neighborhood was not empty: the population size is at least 1
+   */
+  virtual bool hasNeighbor(EOT& _solution) {
+    return _solution.size() > 0;
+  }
+  
+  /**
+   * Initialization of the neighborhood: 
+   * apply several bit flips on the solution
+   * @param _solution the solution to explore 
+   * @param _neighbor the first neighbor
+   */
+  virtual void init(EOT & _solution, Neighbor & _neighbor) {
+    maxIndex = neighborhoodSize ;
+
+    unsigned i = rng.random(maxIndex);
+    key = indexVector[i];
+
+    unsigned tmp              = indexVector[i];
+    indexVector[i]            = indexVector[maxIndex - 1];
+    indexVector[maxIndex - 1] = tmp;
+    maxIndex--;
+
+    _neighbor.bits.resize(nBits);
+    setNeighbor(key, _neighbor);
+  }
+  
+  /**
+   * Give the next neighbor
+   * apply several bit flips on the solution
+   * @param _solution the solution to explore (population of solutions)
+   * @param _neighbor the next neighbor which in order of distance
+   */
+  virtual void next(EOT & _solution, Neighbor & _neighbor) {
+    unsigned i = rng.random(maxIndex);
+    key = indexVector[i];
+
+    unsigned tmp              = indexVector[i];
+    indexVector[i]            = indexVector[maxIndex - 1];
+    indexVector[maxIndex - 1] = tmp;
+    maxIndex--;
+
+    setNeighbor(key, _neighbor);
+  }
+  
+  /**
+   * Test if all neighbors are explored or not,if false, there is no neighbor left to explore
+   * @param _solution the solution to explore
+   * @return true if there is again a neighbor to explore: population size larger or equals than 1
+   */
+  virtual bool cont(EOT & _solution) {
+    return neighborhoodSize - maxIndex < sampleSize ;
+  }
+  
+  /**
+   * Return the class Name
+   * @return the class name as a std::string
+   */
+  virtual std::string className() const {
+    return "moBitsWithoutReplNeighborhood";
+  }
+
+  unsigned int index() {
+    return key;
+  }
+
+protected:
+  // number of remainded neighbors to sample
+  unsigned int maxIndex;
+
+  // vector of possible index
+  std::vector<unsigned int> indexVector;
+
+  // maximum number of visited neighbor i.e. number of neighbor to sample in the neighborhood
+  unsigned int sampleSize;
+};
+
+#endif