lemon/opt2_tsp.h
author Alpar Juttner <alpar@cs.elte.hu>
Fri, 09 Aug 2013 18:56:00 +0200
branch1.3
changeset 1280 fbdde70389da
parent 1250 97d978243703
permissions -rw-r--r--
Trim the documentation
kpeter@1201
     1
/* -*- mode: C++; indent-tabs-mode: nil; -*-
kpeter@1201
     2
 *
kpeter@1201
     3
 * This file is a part of LEMON, a generic C++ optimization library.
kpeter@1201
     4
 *
alpar@1270
     5
 * Copyright (C) 2003-2013
kpeter@1201
     6
 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
kpeter@1201
     7
 * (Egervary Research Group on Combinatorial Optimization, EGRES).
kpeter@1201
     8
 *
kpeter@1201
     9
 * Permission to use, modify and distribute this software is granted
kpeter@1201
    10
 * provided that this copyright notice appears in all copies. For
kpeter@1201
    11
 * precise terms see the accompanying LICENSE file.
kpeter@1201
    12
 *
kpeter@1201
    13
 * This software is provided "AS IS" with no warranty of any kind,
kpeter@1201
    14
 * express or implied, and with no claim as to its suitability for any
kpeter@1201
    15
 * purpose.
kpeter@1201
    16
 *
kpeter@1201
    17
 */
kpeter@1201
    18
f4c3@1199
    19
#ifndef LEMON_OPT2_TSP_H
f4c3@1199
    20
#define LEMON_OPT2_TSP_H
f4c3@1199
    21
kpeter@1201
    22
/// \ingroup tsp
kpeter@1201
    23
/// \file
kpeter@1202
    24
/// \brief 2-opt algorithm for symmetric TSP.
kpeter@1201
    25
f4c3@1199
    26
#include <vector>
f4c3@1199
    27
#include <lemon/full_graph.h>
f4c3@1199
    28
f4c3@1199
    29
namespace lemon {
kpeter@1201
    30
kpeter@1202
    31
  /// \ingroup tsp
kpeter@1202
    32
  ///
kpeter@1201
    33
  /// \brief 2-opt algorithm for symmetric TSP.
kpeter@1201
    34
  ///
kpeter@1201
    35
  /// Opt2Tsp implements the 2-opt heuristic for solving
kpeter@1201
    36
  /// symmetric \ref tsp "TSP".
kpeter@1201
    37
  ///
kpeter@1201
    38
  /// This algorithm starts with an initial tour and iteratively improves it.
kpeter@1201
    39
  /// At each step, it removes two edges and the reconnects the created two
kpeter@1201
    40
  /// paths in the other way if the resulting tour is shorter.
kpeter@1201
    41
  /// The algorithm finishes when no such 2-opt move can be applied, and so
kpeter@1201
    42
  /// the tour is 2-optimal.
kpeter@1201
    43
  ///
kpeter@1201
    44
  /// If no starting tour is given to the \ref run() function, then the
kpeter@1201
    45
  /// algorithm uses the node sequence determined by the node IDs.
kpeter@1201
    46
  /// Oherwise, it starts with the given tour.
kpeter@1201
    47
  ///
kpeter@1204
    48
  /// This is a rather slow but effective method.
kpeter@1204
    49
  /// Its typical usage is the improvement of the result of a fast tour
kpeter@1204
    50
  /// construction heuristic (e.g. the InsertionTsp algorithm).
kpeter@1201
    51
  ///
kpeter@1201
    52
  /// \tparam CM Type of the cost map.
f4c3@1199
    53
  template <typename CM>
kpeter@1201
    54
  class Opt2Tsp
kpeter@1201
    55
  {
kpeter@1201
    56
    public:
kpeter@1201
    57
kpeter@1201
    58
      /// Type of the cost map
kpeter@1201
    59
      typedef CM CostMap;
kpeter@1201
    60
      /// Type of the edge costs
kpeter@1201
    61
      typedef typename CM::Value Cost;
kpeter@1201
    62
f4c3@1199
    63
    private:
kpeter@1201
    64
f4c3@1199
    65
      GRAPH_TYPEDEFS(FullGraph);
f4c3@1199
    66
kpeter@1201
    67
      const FullGraph &_gr;
kpeter@1201
    68
      const CostMap &_cost;
kpeter@1201
    69
      Cost _sum;
kpeter@1201
    70
      std::vector<int> _plist;
kpeter@1201
    71
      std::vector<Node> _path;
kpeter@1201
    72
f4c3@1199
    73
    public:
kpeter@1201
    74
kpeter@1201
    75
      /// \brief Constructor
kpeter@1201
    76
      ///
kpeter@1201
    77
      /// Constructor.
kpeter@1201
    78
      /// \param gr The \ref FullGraph "full graph" the algorithm runs on.
kpeter@1201
    79
      /// \param cost The cost map.
kpeter@1201
    80
      Opt2Tsp(const FullGraph &gr, const CostMap &cost)
kpeter@1201
    81
        : _gr(gr), _cost(cost) {}
kpeter@1201
    82
kpeter@1201
    83
      /// \name Execution Control
kpeter@1201
    84
      /// @{
kpeter@1201
    85
kpeter@1201
    86
      /// \brief Runs the algorithm from scratch.
kpeter@1201
    87
      ///
kpeter@1201
    88
      /// This function runs the algorithm starting from the tour that is
kpeter@1201
    89
      /// determined by the node ID sequence.
kpeter@1201
    90
      ///
kpeter@1201
    91
      /// \return The total cost of the found tour.
kpeter@1201
    92
      Cost run() {
kpeter@1201
    93
        _path.clear();
kpeter@1201
    94
kpeter@1201
    95
        if (_gr.nodeNum() == 0) return _sum = 0;
kpeter@1201
    96
        else if (_gr.nodeNum() == 1) {
kpeter@1201
    97
          _path.push_back(_gr(0));
kpeter@1201
    98
          return _sum = 0;
f4c3@1199
    99
        }
kpeter@1201
   100
        else if (_gr.nodeNum() == 2) {
kpeter@1201
   101
          _path.push_back(_gr(0));
kpeter@1201
   102
          _path.push_back(_gr(1));
kpeter@1201
   103
          return _sum = 2 * _cost[_gr.edge(_gr(0), _gr(1))];
kpeter@1201
   104
        }
f4c3@1199
   105
kpeter@1201
   106
        _plist.resize(2*_gr.nodeNum());
kpeter@1201
   107
        for (int i = 1; i < _gr.nodeNum()-1; ++i) {
kpeter@1201
   108
          _plist[2*i] = i-1;
kpeter@1201
   109
          _plist[2*i+1] = i+1;
f4c3@1199
   110
        }
kpeter@1201
   111
        _plist[0] = _gr.nodeNum()-1;
kpeter@1201
   112
        _plist[1] = 1;
kpeter@1201
   113
        _plist[2*_gr.nodeNum()-2] = _gr.nodeNum()-2;
kpeter@1201
   114
        _plist[2*_gr.nodeNum()-1] = 0;
kpeter@1201
   115
kpeter@1201
   116
        return start();
f4c3@1199
   117
      }
f4c3@1199
   118
kpeter@1202
   119
      /// \brief Runs the algorithm starting from the given tour.
kpeter@1201
   120
      ///
kpeter@1201
   121
      /// This function runs the algorithm starting from the given tour.
kpeter@1201
   122
      ///
kpeter@1201
   123
      /// \param tour The tour as a path structure. It must be a
kpeter@1201
   124
      /// \ref checkPath() "valid path" containing excactly n arcs.
kpeter@1201
   125
      ///
kpeter@1201
   126
      /// \return The total cost of the found tour.
kpeter@1201
   127
      template <typename Path>
kpeter@1201
   128
      Cost run(const Path& tour) {
kpeter@1201
   129
        _path.clear();
kpeter@1201
   130
kpeter@1201
   131
        if (_gr.nodeNum() == 0) return _sum = 0;
kpeter@1201
   132
        else if (_gr.nodeNum() == 1) {
kpeter@1201
   133
          _path.push_back(_gr(0));
kpeter@1201
   134
          return _sum = 0;
kpeter@1201
   135
        }
kpeter@1201
   136
        else if (_gr.nodeNum() == 2) {
kpeter@1201
   137
          _path.push_back(_gr(0));
kpeter@1201
   138
          _path.push_back(_gr(1));
kpeter@1201
   139
          return _sum = 2 * _cost[_gr.edge(_gr(0), _gr(1))];
kpeter@1201
   140
        }
kpeter@1201
   141
kpeter@1201
   142
        _plist.resize(2*_gr.nodeNum());
kpeter@1201
   143
        typename Path::ArcIt it(tour);
kpeter@1201
   144
        int first = _gr.id(_gr.source(it)),
kpeter@1201
   145
            prev = first,
kpeter@1201
   146
            curr = _gr.id(_gr.target(it)),
kpeter@1201
   147
            next = -1;
kpeter@1201
   148
        _plist[2*first+1] = curr;
kpeter@1201
   149
        for (++it; it != INVALID; ++it) {
kpeter@1201
   150
          next = _gr.id(_gr.target(it));
kpeter@1201
   151
          _plist[2*curr] = prev;
kpeter@1201
   152
          _plist[2*curr+1] = next;
kpeter@1201
   153
          prev = curr;
kpeter@1201
   154
          curr = next;
kpeter@1201
   155
        }
kpeter@1201
   156
        _plist[2*first] = prev;
kpeter@1201
   157
kpeter@1201
   158
        return start();
kpeter@1201
   159
      }
kpeter@1201
   160
kpeter@1202
   161
      /// \brief Runs the algorithm starting from the given tour.
kpeter@1201
   162
      ///
kpeter@1202
   163
      /// This function runs the algorithm starting from the given tour
kpeter@1202
   164
      /// (node sequence).
kpeter@1201
   165
      ///
kpeter@1202
   166
      /// \param tour A vector that stores all <tt>Node</tt>s of the graph
kpeter@1202
   167
      /// in the desired order.
kpeter@1201
   168
      ///
kpeter@1201
   169
      /// \return The total cost of the found tour.
kpeter@1202
   170
      Cost run(const std::vector<Node>& tour) {
kpeter@1201
   171
        _path.clear();
kpeter@1201
   172
kpeter@1201
   173
        if (_gr.nodeNum() == 0) return _sum = 0;
kpeter@1201
   174
        else if (_gr.nodeNum() == 1) {
kpeter@1201
   175
          _path.push_back(_gr(0));
kpeter@1201
   176
          return _sum = 0;
kpeter@1201
   177
        }
kpeter@1201
   178
        else if (_gr.nodeNum() == 2) {
kpeter@1201
   179
          _path.push_back(_gr(0));
kpeter@1201
   180
          _path.push_back(_gr(1));
kpeter@1201
   181
          return _sum = 2 * _cost[_gr.edge(_gr(0), _gr(1))];
kpeter@1201
   182
        }
kpeter@1201
   183
kpeter@1201
   184
        _plist.resize(2*_gr.nodeNum());
kpeter@1202
   185
        typename std::vector<Node>::const_iterator it = tour.begin();
kpeter@1201
   186
        int first = _gr.id(*it),
kpeter@1201
   187
            prev = first,
kpeter@1201
   188
            curr = _gr.id(*(++it)),
kpeter@1201
   189
            next = -1;
kpeter@1201
   190
        _plist[2*first+1] = curr;
kpeter@1201
   191
        for (++it; it != tour.end(); ++it) {
kpeter@1201
   192
          next = _gr.id(*it);
kpeter@1201
   193
          _plist[2*curr] = prev;
kpeter@1201
   194
          _plist[2*curr+1] = next;
kpeter@1201
   195
          prev = curr;
kpeter@1201
   196
          curr = next;
kpeter@1201
   197
        }
kpeter@1201
   198
        _plist[2*first] = curr;
kpeter@1201
   199
        _plist[2*curr] = prev;
kpeter@1201
   200
        _plist[2*curr+1] = first;
kpeter@1201
   201
kpeter@1201
   202
        return start();
kpeter@1201
   203
      }
kpeter@1201
   204
kpeter@1201
   205
      /// @}
kpeter@1201
   206
kpeter@1201
   207
      /// \name Query Functions
kpeter@1201
   208
      /// @{
kpeter@1201
   209
kpeter@1201
   210
      /// \brief The total cost of the found tour.
kpeter@1201
   211
      ///
kpeter@1201
   212
      /// This function returns the total cost of the found tour.
kpeter@1201
   213
      ///
kpeter@1201
   214
      /// \pre run() must be called before using this function.
kpeter@1201
   215
      Cost tourCost() const {
kpeter@1201
   216
        return _sum;
kpeter@1201
   217
      }
kpeter@1201
   218
kpeter@1201
   219
      /// \brief Returns a const reference to the node sequence of the
kpeter@1201
   220
      /// found tour.
kpeter@1201
   221
      ///
kpeter@1202
   222
      /// This function returns a const reference to a vector
kpeter@1201
   223
      /// that stores the node sequence of the found tour.
kpeter@1201
   224
      ///
kpeter@1201
   225
      /// \pre run() must be called before using this function.
kpeter@1201
   226
      const std::vector<Node>& tourNodes() const {
kpeter@1201
   227
        return _path;
kpeter@1201
   228
      }
kpeter@1201
   229
kpeter@1201
   230
      /// \brief Gives back the node sequence of the found tour.
kpeter@1201
   231
      ///
kpeter@1201
   232
      /// This function copies the node sequence of the found tour into
kpeter@1205
   233
      /// an STL container through the given output iterator. The
kpeter@1205
   234
      /// <tt>value_type</tt> of the container must be <tt>FullGraph::Node</tt>.
kpeter@1205
   235
      /// For example,
kpeter@1205
   236
      /// \code
kpeter@1205
   237
      /// std::vector<FullGraph::Node> nodes(countNodes(graph));
kpeter@1205
   238
      /// tsp.tourNodes(nodes.begin());
kpeter@1205
   239
      /// \endcode
kpeter@1205
   240
      /// or
kpeter@1205
   241
      /// \code
kpeter@1205
   242
      /// std::list<FullGraph::Node> nodes;
kpeter@1205
   243
      /// tsp.tourNodes(std::back_inserter(nodes));
kpeter@1205
   244
      /// \endcode
kpeter@1201
   245
      ///
kpeter@1201
   246
      /// \pre run() must be called before using this function.
kpeter@1205
   247
      template <typename Iterator>
kpeter@1205
   248
      void tourNodes(Iterator out) const {
kpeter@1205
   249
        std::copy(_path.begin(), _path.end(), out);
kpeter@1201
   250
      }
kpeter@1201
   251
kpeter@1201
   252
      /// \brief Gives back the found tour as a path.
kpeter@1201
   253
      ///
kpeter@1201
   254
      /// This function copies the found tour as a list of arcs/edges into
alpar@1250
   255
      /// the given \ref lemon::concepts::Path "path structure".
kpeter@1201
   256
      ///
kpeter@1201
   257
      /// \pre run() must be called before using this function.
kpeter@1201
   258
      template <typename Path>
kpeter@1201
   259
      void tour(Path &path) const {
kpeter@1201
   260
        path.clear();
kpeter@1201
   261
        for (int i = 0; i < int(_path.size()) - 1; ++i) {
kpeter@1201
   262
          path.addBack(_gr.arc(_path[i], _path[i+1]));
kpeter@1201
   263
        }
kpeter@1201
   264
        if (int(_path.size()) >= 2) {
kpeter@1201
   265
          path.addBack(_gr.arc(_path.back(), _path.front()));
kpeter@1201
   266
        }
kpeter@1201
   267
      }
kpeter@1201
   268
kpeter@1201
   269
      /// @}
kpeter@1201
   270
f4c3@1199
   271
    private:
kpeter@1201
   272
kpeter@1201
   273
      // Iterator class for the linked list storage of the tour
kpeter@1201
   274
      class PathListIt {
f4c3@1199
   275
        public:
kpeter@1201
   276
          PathListIt(const std::vector<int> &pl, int i=0)
kpeter@1201
   277
            : plist(&pl), act(i), last(pl[2*act]) {}
kpeter@1201
   278
          PathListIt(const std::vector<int> &pl, int i, int l)
kpeter@1201
   279
            : plist(&pl), act(i), last(l) {}
f4c3@1199
   280
kpeter@1201
   281
          int nextIndex() const {
kpeter@1201
   282
            return (*plist)[2*act] == last ? 2*act+1 : 2*act;
f4c3@1199
   283
          }
kpeter@1201
   284
kpeter@1201
   285
          int prevIndex() const {
kpeter@1201
   286
            return (*plist)[2*act] == last ? 2*act : 2*act+1;
f4c3@1199
   287
          }
kpeter@1201
   288
f4c3@1199
   289
          int next() const {
kpeter@1201
   290
            int x = (*plist)[2*act];
kpeter@1201
   291
            return x == last ? (*plist)[2*act+1] : x;
f4c3@1199
   292
          }
f4c3@1199
   293
f4c3@1199
   294
          int prev() const {
kpeter@1201
   295
            return last;
f4c3@1199
   296
          }
kpeter@1201
   297
kpeter@1201
   298
          PathListIt& operator++() {
f4c3@1199
   299
            int tmp = act;
f4c3@1199
   300
            act = next();
f4c3@1199
   301
            last = tmp;
f4c3@1199
   302
            return *this;
f4c3@1199
   303
          }
kpeter@1201
   304
f4c3@1199
   305
          operator int() const {
f4c3@1199
   306
            return act;
f4c3@1199
   307
          }
kpeter@1201
   308
f4c3@1199
   309
        private:
kpeter@1201
   310
          const std::vector<int> *plist;
f4c3@1199
   311
          int act;
f4c3@1199
   312
          int last;
f4c3@1199
   313
      };
f4c3@1199
   314
kpeter@1201
   315
      // Checks and applies 2-opt move (if it improves the tour)
kpeter@1201
   316
      bool checkOpt2(const PathListIt& i, const PathListIt& j) {
kpeter@1201
   317
        Node u  = _gr.nodeFromId(i),
kpeter@1201
   318
             un = _gr.nodeFromId(i.next()),
kpeter@1201
   319
             v  = _gr.nodeFromId(j),
kpeter@1201
   320
             vn = _gr.nodeFromId(j.next());
f4c3@1199
   321
kpeter@1201
   322
        if (_cost[_gr.edge(u, un)] + _cost[_gr.edge(v, vn)] >
kpeter@1201
   323
            _cost[_gr.edge(u, v)] + _cost[_gr.edge(un, vn)])
kpeter@1201
   324
        {
kpeter@1201
   325
          _plist[PathListIt(_plist, i.next(), i).prevIndex()] = j.next();
kpeter@1201
   326
          _plist[PathListIt(_plist, j.next(), j).prevIndex()] = i.next();
f4c3@1199
   327
kpeter@1201
   328
          _plist[i.nextIndex()] = j;
kpeter@1201
   329
          _plist[j.nextIndex()] = i;
f4c3@1199
   330
kpeter@1201
   331
          return true;
f4c3@1199
   332
        }
kpeter@1201
   333
f4c3@1199
   334
        return false;
kpeter@1201
   335
     }
f4c3@1199
   336
kpeter@1201
   337
      // Executes the algorithm from the initial tour
kpeter@1201
   338
      Cost start() {
f4c3@1199
   339
kpeter@1201
   340
      restart_search:
kpeter@1201
   341
        for (PathListIt i(_plist); true; ++i) {
kpeter@1201
   342
          PathListIt j = i;
kpeter@1201
   343
          if (++j == 0 || ++j == 0) break;
kpeter@1201
   344
          for (; j != 0 && j != i.prev(); ++j) {
kpeter@1201
   345
            if (checkOpt2(i, j))
kpeter@1201
   346
              goto restart_search;
f4c3@1199
   347
          }
f4c3@1199
   348
        }
f4c3@1199
   349
kpeter@1201
   350
        PathListIt i(_plist);
kpeter@1201
   351
        _path.push_back(_gr.nodeFromId(i));
kpeter@1201
   352
        for (++i; i != 0; ++i)
kpeter@1201
   353
          _path.push_back(_gr.nodeFromId(i));
f4c3@1199
   354
kpeter@1201
   355
        _sum = _cost[_gr.edge(_path.back(), _path.front())];
kpeter@1201
   356
        for (int i = 0; i < int(_path.size())-1; ++i) {
kpeter@1201
   357
          _sum += _cost[_gr.edge(_path[i], _path[i+1])];
kpeter@1201
   358
        }
f4c3@1199
   359
f4c3@1199
   360
        return _sum;
f4c3@1199
   361
      }
f4c3@1199
   362
f4c3@1199
   363
  };
f4c3@1199
   364
f4c3@1199
   365
}; // namespace lemon
f4c3@1199
   366
f4c3@1199
   367
#endif