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+/* -*- mode: C++; indent-tabs-mode: nil; -*-
+ *
+ * This file is a part of LEMON, a generic C++ optimization library.
+ *
+ * Copyright (C) 2003-2013
+ * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
+ * (Egervary Research Group on Combinatorial Optimization, EGRES).
+ *
+ * Permission to use, modify and distribute this software is granted
+ * provided that this copyright notice appears in all copies. For
+ * precise terms see the accompanying LICENSE file.
+ *
+ * This software is provided "AS IS" with no warranty of any kind,
+ * express or implied, and with no claim as to its suitability for any
+ * purpose.
+ *
+ */
+
+#ifndef LEMON_OPT2_TSP_H
+#define LEMON_OPT2_TSP_H
+
+/// \ingroup tsp
+/// \file
+/// \brief 2-opt algorithm for symmetric TSP.
+
+#include <vector>
+#include <lemon/full_graph.h>
+
+namespace lemon {
+
+ /// \ingroup tsp
+ ///
+ /// \brief 2-opt algorithm for symmetric TSP.
+ ///
+ /// Opt2Tsp implements the 2-opt heuristic for solving
+ /// symmetric \ref tsp "TSP".
+ ///
+ /// This algorithm starts with an initial tour and iteratively improves it.
+ /// At each step, it removes two edges and the reconnects the created two
+ /// paths in the other way if the resulting tour is shorter.
+ /// The algorithm finishes when no such 2-opt move can be applied, and so
+ /// the tour is 2-optimal.
+ ///
+ /// If no starting tour is given to the \ref run() function, then the
+ /// algorithm uses the node sequence determined by the node IDs.
+ /// Oherwise, it starts with the given tour.
+ ///
+ /// This is a rather slow but effective method.
+ /// Its typical usage is the improvement of the result of a fast tour
+ /// construction heuristic (e.g. the InsertionTsp algorithm).
+ ///
+ /// \tparam CM Type of the cost map.
+ template <typename CM>
+ class Opt2Tsp
+ {
+ public:
+
+ /// Type of the cost map
+ typedef CM CostMap;
+ /// Type of the edge costs
+ typedef typename CM::Value Cost;
+
+ private:
+
+ GRAPH_TYPEDEFS(FullGraph);
+
+ const FullGraph &_gr;
+ const CostMap &_cost;
+ Cost _sum;
+ std::vector<int> _plist;
+ std::vector<Node> _path;
+
+ public:
+
+ /// \brief Constructor
+ ///
+ /// Constructor.
+ /// \param gr The \ref FullGraph "full graph" the algorithm runs on.
+ /// \param cost The cost map.
+ Opt2Tsp(const FullGraph &gr, const CostMap &cost)
+ : _gr(gr), _cost(cost) {}
+
+ /// \name Execution Control
+ /// @{
+
+ /// \brief Runs the algorithm from scratch.
+ ///
+ /// This function runs the algorithm starting from the tour that is
+ /// determined by the node ID sequence.
+ ///
+ /// \return The total cost of the found tour.
+ Cost run() {
+ _path.clear();
+
+ if (_gr.nodeNum() == 0) return _sum = 0;
+ else if (_gr.nodeNum() == 1) {
+ _path.push_back(_gr(0));
+ return _sum = 0;
+ }
+ else if (_gr.nodeNum() == 2) {
+ _path.push_back(_gr(0));
+ _path.push_back(_gr(1));
+ return _sum = 2 * _cost[_gr.edge(_gr(0), _gr(1))];
+ }
+
+ _plist.resize(2*_gr.nodeNum());
+ for (int i = 1; i < _gr.nodeNum()-1; ++i) {
+ _plist[2*i] = i-1;
+ _plist[2*i+1] = i+1;
+ }
+ _plist[0] = _gr.nodeNum()-1;
+ _plist[1] = 1;
+ _plist[2*_gr.nodeNum()-2] = _gr.nodeNum()-2;
+ _plist[2*_gr.nodeNum()-1] = 0;
+
+ return start();
+ }
+
+ /// \brief Runs the algorithm starting from the given tour.
+ ///
+ /// This function runs the algorithm starting from the given tour.
+ ///
+ /// \param tour The tour as a path structure. It must be a
+ /// \ref checkPath() "valid path" containing excactly n arcs.
+ ///
+ /// \return The total cost of the found tour.
+ template <typename Path>
+ Cost run(const Path& tour) {
+ _path.clear();
+
+ if (_gr.nodeNum() == 0) return _sum = 0;
+ else if (_gr.nodeNum() == 1) {
+ _path.push_back(_gr(0));
+ return _sum = 0;
+ }
+ else if (_gr.nodeNum() == 2) {
+ _path.push_back(_gr(0));
+ _path.push_back(_gr(1));
+ return _sum = 2 * _cost[_gr.edge(_gr(0), _gr(1))];
+ }
+
+ _plist.resize(2*_gr.nodeNum());
+ typename Path::ArcIt it(tour);
+ int first = _gr.id(_gr.source(it)),
+ prev = first,
+ curr = _gr.id(_gr.target(it)),
+ next = -1;
+ _plist[2*first+1] = curr;
+ for (++it; it != INVALID; ++it) {
+ next = _gr.id(_gr.target(it));
+ _plist[2*curr] = prev;
+ _plist[2*curr+1] = next;
+ prev = curr;
+ curr = next;
+ }
+ _plist[2*first] = prev;
+
+ return start();
+ }
+
+ /// \brief Runs the algorithm starting from the given tour.
+ ///
+ /// This function runs the algorithm starting from the given tour
+ /// (node sequence).
+ ///
+ /// \param tour A vector that stores all <tt>Node</tt>s of the graph
+ /// in the desired order.
+ ///
+ /// \return The total cost of the found tour.
+ Cost run(const std::vector<Node>& tour) {
+ _path.clear();
+
+ if (_gr.nodeNum() == 0) return _sum = 0;
+ else if (_gr.nodeNum() == 1) {
+ _path.push_back(_gr(0));
+ return _sum = 0;
+ }
+ else if (_gr.nodeNum() == 2) {
+ _path.push_back(_gr(0));
+ _path.push_back(_gr(1));
+ return _sum = 2 * _cost[_gr.edge(_gr(0), _gr(1))];
+ }
+
+ _plist.resize(2*_gr.nodeNum());
+ typename std::vector<Node>::const_iterator it = tour.begin();
+ int first = _gr.id(*it),
+ prev = first,
+ curr = _gr.id(*(++it)),
+ next = -1;
+ _plist[2*first+1] = curr;
+ for (++it; it != tour.end(); ++it) {
+ next = _gr.id(*it);
+ _plist[2*curr] = prev;
+ _plist[2*curr+1] = next;
+ prev = curr;
+ curr = next;
+ }
+ _plist[2*first] = curr;
+ _plist[2*curr] = prev;
+ _plist[2*curr+1] = first;
+
+ return start();
+ }
+
+ /// @}
+
+ /// \name Query Functions
+ /// @{
+
+ /// \brief The total cost of the found tour.
+ ///
+ /// This function returns the total cost of the found tour.
+ ///
+ /// \pre run() must be called before using this function.
+ Cost tourCost() const {
+ return _sum;
+ }
+
+ /// \brief Returns a const reference to the node sequence of the
+ /// found tour.
+ ///
+ /// This function returns a const reference to a vector
+ /// that stores the node sequence of the found tour.
+ ///
+ /// \pre run() must be called before using this function.
+ const std::vector<Node>& tourNodes() const {
+ return _path;
+ }
+
+ /// \brief Gives back the node sequence of the found tour.
+ ///
+ /// This function copies the node sequence of the found tour into
+ /// an STL container through the given output iterator. The
+ /// <tt>value_type</tt> of the container must be <tt>FullGraph::Node</tt>.
+ /// For example,
+ /// \code
+ /// std::vector<FullGraph::Node> nodes(countNodes(graph));
+ /// tsp.tourNodes(nodes.begin());
+ /// \endcode
+ /// or
+ /// \code
+ /// std::list<FullGraph::Node> nodes;
+ /// tsp.tourNodes(std::back_inserter(nodes));
+ /// \endcode
+ ///
+ /// \pre run() must be called before using this function.
+ template <typename Iterator>
+ void tourNodes(Iterator out) const {
+ std::copy(_path.begin(), _path.end(), out);
+ }
+
+ /// \brief Gives back the found tour as a path.
+ ///
+ /// This function copies the found tour as a list of arcs/edges into
+ /// the given \ref lemon::concepts::Path "path structure".
+ ///
+ /// \pre run() must be called before using this function.
+ template <typename Path>
+ void tour(Path &path) const {
+ path.clear();
+ for (int i = 0; i < int(_path.size()) - 1; ++i) {
+ path.addBack(_gr.arc(_path[i], _path[i+1]));
+ }
+ if (int(_path.size()) >= 2) {
+ path.addBack(_gr.arc(_path.back(), _path.front()));
+ }
+ }
+
+ /// @}
+
+ private:
+
+ // Iterator class for the linked list storage of the tour
+ class PathListIt {
+ public:
+ PathListIt(const std::vector<int> &pl, int i=0)
+ : plist(&pl), act(i), last(pl[2*act]) {}
+ PathListIt(const std::vector<int> &pl, int i, int l)
+ : plist(&pl), act(i), last(l) {}
+
+ int nextIndex() const {
+ return (*plist)[2*act] == last ? 2*act+1 : 2*act;
+ }
+
+ int prevIndex() const {
+ return (*plist)[2*act] == last ? 2*act : 2*act+1;
+ }
+
+ int next() const {
+ int x = (*plist)[2*act];
+ return x == last ? (*plist)[2*act+1] : x;
+ }
+
+ int prev() const {
+ return last;
+ }
+
+ PathListIt& operator++() {
+ int tmp = act;
+ act = next();
+ last = tmp;
+ return *this;
+ }
+
+ operator int() const {
+ return act;
+ }
+
+ private:
+ const std::vector<int> *plist;
+ int act;
+ int last;
+ };
+
+ // Checks and applies 2-opt move (if it improves the tour)
+ bool checkOpt2(const PathListIt& i, const PathListIt& j) {
+ Node u = _gr.nodeFromId(i),
+ un = _gr.nodeFromId(i.next()),
+ v = _gr.nodeFromId(j),
+ vn = _gr.nodeFromId(j.next());
+
+ if (_cost[_gr.edge(u, un)] + _cost[_gr.edge(v, vn)] >
+ _cost[_gr.edge(u, v)] + _cost[_gr.edge(un, vn)])
+ {
+ _plist[PathListIt(_plist, i.next(), i).prevIndex()] = j.next();
+ _plist[PathListIt(_plist, j.next(), j).prevIndex()] = i.next();
+
+ _plist[i.nextIndex()] = j;
+ _plist[j.nextIndex()] = i;
+
+ return true;
+ }
+
+ return false;
+ }
+
+ // Executes the algorithm from the initial tour
+ Cost start() {
+
+ restart_search:
+ for (PathListIt i(_plist); true; ++i) {
+ PathListIt j = i;
+ if (++j == 0 || ++j == 0) break;
+ for (; j != 0 && j != i.prev(); ++j) {
+ if (checkOpt2(i, j))
+ goto restart_search;
+ }
+ }
+
+ PathListIt i(_plist);
+ _path.push_back(_gr.nodeFromId(i));
+ for (++i; i != 0; ++i)
+ _path.push_back(_gr.nodeFromId(i));
+
+ _sum = _cost[_gr.edge(_path.back(), _path.front())];
+ for (int i = 0; i < int(_path.size())-1; ++i) {
+ _sum += _cost[_gr.edge(_path[i], _path[i+1])];
+ }
+
+ return _sum;
+ }
+
+ };
+
+}; // namespace lemon
+
+#endif