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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_GREEDY_TSP_H
+#define LEMON_GREEDY_TSP_H
+
+/// \ingroup tsp
+/// \file
+/// \brief Greedy algorithm for symmetric TSP
+
+#include <vector>
+#include <algorithm>
+#include <lemon/full_graph.h>
+#include <lemon/unionfind.h>
+
+namespace lemon {
+
+ /// \ingroup tsp
+ ///
+ /// \brief Greedy algorithm for symmetric TSP.
+ ///
+ /// GreedyTsp implements the greedy heuristic for solving
+ /// symmetric \ref tsp "TSP".
+ ///
+ /// This algorithm is quite similar to the \ref NearestNeighborTsp
+ /// "nearest neighbor" heuristic, but it maintains a set of disjoint paths.
+ /// At each step, the shortest possible edge is added to these paths
+ /// as long as it does not create a cycle of less than n edges and it does
+ /// not increase the degree of any node above two.
+ ///
+ /// This method runs in O(n<sup>2</sup>) time.
+ /// It quickly finds a relatively short tour for most TSP instances,
+ /// but it could also yield a really bad (or even the worst) solution
+ /// in special cases.
+ ///
+ /// \tparam CM Type of the cost map.
+ template <typename CM>
+ class GreedyTsp
+ {
+ 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<Node> _path;
+
+ private:
+
+ // Functor class to compare edges by their costs
+ class EdgeComp {
+ private:
+ const CostMap &_cost;
+
+ public:
+ EdgeComp(const CostMap &cost) : _cost(cost) {}
+
+ bool operator()(const Edge &a, const Edge &b) const {
+ return _cost[a] < _cost[b];
+ }
+ };
+
+ public:
+
+ /// \brief Constructor
+ ///
+ /// Constructor.
+ /// \param gr The \ref FullGraph "full graph" the algorithm runs on.
+ /// \param cost The cost map.
+ GreedyTsp(const FullGraph &gr, const CostMap &cost)
+ : _gr(gr), _cost(cost) {}
+
+ /// \name Execution Control
+ /// @{
+
+ /// \brief Runs the algorithm.
+ ///
+ /// This function runs the algorithm.
+ ///
+ /// \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;
+ }
+
+ std::vector<int> plist;
+ plist.resize(_gr.nodeNum()*2, -1);
+
+ std::vector<Edge> sorted_edges;
+ sorted_edges.reserve(_gr.edgeNum());
+ for (EdgeIt e(_gr); e != INVALID; ++e)
+ sorted_edges.push_back(e);
+ std::sort(sorted_edges.begin(), sorted_edges.end(), EdgeComp(_cost));
+
+ FullGraph::NodeMap<int> item_int_map(_gr);
+ UnionFind<FullGraph::NodeMap<int> > union_find(item_int_map);
+ for (NodeIt n(_gr); n != INVALID; ++n)
+ union_find.insert(n);
+
+ FullGraph::NodeMap<int> degree(_gr, 0);
+
+ int nodesNum = 0, i = 0;
+ while (nodesNum != _gr.nodeNum()-1) {
+ Edge e = sorted_edges[i++];
+ Node u = _gr.u(e),
+ v = _gr.v(e);
+
+ if (degree[u] <= 1 && degree[v] <= 1) {
+ if (union_find.join(u, v)) {
+ const int uid = _gr.id(u),
+ vid = _gr.id(v);
+
+ plist[uid*2 + degree[u]] = vid;
+ plist[vid*2 + degree[v]] = uid;
+
+ ++degree[u];
+ ++degree[v];
+ ++nodesNum;
+ }
+ }
+ }
+
+ for (int i=0, n=-1; i<_gr.nodeNum()*2; ++i) {
+ if (plist[i] == -1) {
+ if (n==-1) {
+ n = i;
+ } else {
+ plist[n] = i/2;
+ plist[i] = n/2;
+ break;
+ }
+ }
+ }
+
+ for (int i=0, next=0, last=-1; i!=_gr.nodeNum(); ++i) {
+ _path.push_back(_gr.nodeFromId(next));
+ if (plist[2*next] != last) {
+ last = next;
+ next = plist[2*next];
+ } else {
+ last = next;
+ next = plist[2*next+1];
+ }
+ }
+
+ _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;
+ }
+
+ /// @}
+
+ /// \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()));
+ }
+ }
+
+ /// @}
+
+ };
+
+}; // namespace lemon
+
+#endif