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/* -*- C++ -*-
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*
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* This file is a part of LEMON, a generic C++ optimization library
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*
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* Copyright (C) 2003-2007
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* Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
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* (Egervary Research Group on Combinatorial Optimization, EGRES).
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*
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* Permission to use, modify and distribute this software is granted
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* provided that this copyright notice appears in all copies. For
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* precise terms see the accompanying LICENSE file.
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*
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* This software is provided "AS IS" with no warranty of any kind,
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* express or implied, and with no claim as to its suitability for any
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* purpose.
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*
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*/
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#ifndef LEMON_STEINER_H
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#define LEMON_STEINER_H
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///\ingroup approx
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///\file
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///\brief Algorithm for the 2-approximation of Steiner Tree problem.
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///
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#include <lemon/smart_graph.h>
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#include <lemon/graph_utils.h>
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#include <lemon/error.h>
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#include <lemon/ugraph_adaptor.h>
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#include <lemon/maps.h>
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#include <lemon/dijkstra.h>
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#include <lemon/prim.h>
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namespace lemon {
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/// \ingroup approx
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/// \brief Algorithm for the 2-approximation of Steiner Tree problem
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///
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/// The Steiner-tree problem is the next: Given a connected
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/// undirected graph, a cost function on the edges and a subset of
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/// the nodes. Construct a tree with minimum cost which covers the
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/// given subset of the nodes. The problem is NP-hard moreover
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/// it is APX-complete too.
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///
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/// Mehlhorn's approximation algorithm is implemented in this class,
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/// which gives a 2-approximation for the Steiner-tree problem. The
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/// algorithm's time complexity is O(nlog(n)+e).
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template <typename UGraph,
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typename CostMap = typename UGraph:: template UEdgeMap<double> >
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class SteinerTree {
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public:
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UGRAPH_TYPEDEFS(typename UGraph);
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typedef typename CostMap::Value Value;
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private:
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class CompMap {
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public:
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typedef Node Key;
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typedef Edge Value;
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private:
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const UGraph& _graph;
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typename UGraph::template NodeMap<int> _comp;
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public:
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CompMap(const UGraph& graph) : _graph(graph), _comp(graph) {}
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void set(const Node& node, const Edge& edge) {
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if (edge != INVALID) {
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_comp.set(node, _comp[_graph.source(edge)]);
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} else {
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_comp.set(node, -1);
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}
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}
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int comp(const Node& node) const { return _comp[node]; }
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void comp(const Node& node, int value) { _comp.set(node, value); }
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};
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typedef typename UGraph::template NodeMap<Edge> PredMap;
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typedef ForkWriteMap<PredMap, CompMap> ForkedMap;
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struct External {
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int source, target;
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UEdge uedge;
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Value value;
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External(int s, int t, const UEdge& e, const Value& v)
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: source(s), target(t), uedge(e), value(v) {}
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};
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struct ExternalLess {
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bool operator()(const External& left, const External& right) const {
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return (left.source < right.source) ||
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(left.source == right.source && left.target < right.target);
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}
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};
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typedef typename UGraph::template NodeMap<bool> FilterMap;
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typedef typename UGraph::template UEdgeMap<bool> TreeMap;
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const UGraph& _graph;
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const CostMap& _cost;
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typename Dijkstra<UGraph, CostMap>::
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template DefPredMap<ForkedMap>::Create _dijkstra;
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PredMap* _pred;
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CompMap* _comp;
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ForkedMap* _forked;
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int _terminal_num;
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FilterMap *_filter;
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TreeMap *_tree;
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Value _value;
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public:
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/// \brief Constructor
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/// Constructor
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///
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SteinerTree(const UGraph &graph, const CostMap &cost)
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: _graph(graph), _cost(cost), _dijkstra(graph, _cost),
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_pred(0), _comp(0), _forked(0), _filter(0), _tree(0) {}
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/// \brief Initializes the internal data structures.
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///
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/// Initializes the internal data structures.
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void init() {
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if (!_pred) _pred = new PredMap(_graph);
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if (!_comp) _comp = new CompMap(_graph);
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if (!_forked) _forked = new ForkedMap(*_pred, *_comp);
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if (!_filter) _filter = new FilterMap(_graph);
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if (!_tree) _tree = new TreeMap(_graph);
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_dijkstra.predMap(*_forked);
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_dijkstra.init();
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_terminal_num = 0;
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for (NodeIt it(_graph); it != INVALID; ++it) {
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_filter->set(it, false);
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}
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}
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/// \brief Adds a new terminal node.
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///
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/// Adds a new terminal node to the Steiner-tree problem.
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void addTerminal(const Node& node) {
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if (!_dijkstra.reached(node)) {
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_dijkstra.addSource(node);
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_comp->comp(node, _terminal_num);
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++_terminal_num;
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}
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}
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/// \brief Executes the algorithm.
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///
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/// Executes the algorithm.
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///
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/// \pre init() must be called and at least some nodes should be
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/// added with addTerminal() before using this function.
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///
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/// This method constructs an approximation of the Steiner-Tree.
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void start() {
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_dijkstra.start();
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std::vector<External> externals;
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for (UEdgeIt it(_graph); it != INVALID; ++it) {
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Node s = _graph.source(it);
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Node t = _graph.target(it);
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if (_comp->comp(s) == _comp->comp(t)) continue;
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Value cost = _dijkstra.dist(s) + _dijkstra.dist(t) + _cost[it];
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if (_comp->comp(s) < _comp->comp(t)) {
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externals.push_back(External(_comp->comp(s), _comp->comp(t),
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it, cost));
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} else {
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externals.push_back(External(_comp->comp(t), _comp->comp(s),
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it, cost));
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}
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}
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std::sort(externals.begin(), externals.end(), ExternalLess());
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SmartUGraph aux_graph;
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std::vector<SmartUGraph::Node> aux_nodes;
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for (int i = 0; i < _terminal_num; ++i) {
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aux_nodes.push_back(aux_graph.addNode());
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}
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SmartUGraph::UEdgeMap<Value> aux_cost(aux_graph);
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SmartUGraph::UEdgeMap<UEdge> cross(aux_graph);
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{
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int i = 0;
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while (i < int(externals.size())) {
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int sn = externals[i].source;
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int tn = externals[i].target;
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Value ev = externals[i].value;
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UEdge ee = externals[i].uedge;
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++i;
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while (i < int(externals.size()) &&
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sn == externals[i].source && tn == externals[i].target) {
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if (externals[i].value < ev) {
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ev = externals[i].value;
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ee = externals[i].uedge;
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}
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++i;
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}
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SmartUGraph::UEdge ne =
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aux_graph.addEdge(aux_nodes[sn], aux_nodes[tn]);
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aux_cost.set(ne, ev);
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cross.set(ne, ee);
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}
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}
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std::vector<SmartUGraph::UEdge> aux_tree_edges;
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BackInserterBoolMap<std::vector<SmartUGraph::UEdge> >
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aux_tree_map(aux_tree_edges);
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prim(aux_graph, aux_cost, aux_tree_map);
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for (std::vector<SmartUGraph::UEdge>::iterator
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it = aux_tree_edges.begin(); it != aux_tree_edges.end(); ++it) {
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Node node;
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node = _graph.source(cross[*it]);
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while (node != INVALID && !(*_filter)[node]) {
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_filter->set(node, true);
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node = (*_pred)[node] != INVALID ?
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_graph.source((*_pred)[node]) : INVALID;
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}
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node = _graph.target(cross[*it]);
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while (node != INVALID && !(*_filter)[node]) {
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_filter->set(node, true);
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node = (*_pred)[node] != INVALID ?
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_graph.source((*_pred)[node]) : INVALID;
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}
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}
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_value = prim(nodeSubUGraphAdaptor(_graph, *_filter), _cost, *_tree);
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}
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/// \brief Checks if an edge is in the Steiner-tree or not.
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///
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/// Checks if an edge is in the Steiner-tree or not.
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/// \param e is the edge that will be checked
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/// \return \c true if e is in the Steiner-tree, \c false otherwise
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bool tree(UEdge e){
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return (*_tree)[e];
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}
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/// \brief Checks if the node is in the Steiner-tree or not.
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///
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/// Checks if a node is in the Steiner-tree or not.
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/// \param n is the node that will be checked
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/// \return \c true if n is in the Steiner-tree, \c false otherwise
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bool tree(Node n){
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return (*_filter)[n];
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}
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/// \brief Checks if the node is a Steiner-node.
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///
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/// Checks if the node is a Steiner-node (i.e. a tree node but
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/// not terminal).
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/// \param n is the node that will be checked
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/// \return \c true if n is a Steiner-node, \c false otherwise
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bool steiner(Node n){
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return (*_filter)[n] && (*_pred)[n] != INVALID;
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}
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/// \brief Checks if the node is a terminal.
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///
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/// Checks if the node is a terminal.
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/// \param n is the node that will be checked
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/// \return \c true if n is a terminal, \c false otherwise
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bool terminal(Node n){
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return _dijkstra.reached(n) && (*_pred)[n] == INVALID;
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}
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/// \brief The total cost of the tree
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///
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/// The total cost of the constructed tree. The calculated value does
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/// not exceed the double of the optimal value.
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Value treeValue() const {
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return _value;
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}
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};
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} //END OF NAMESPACE LEMON
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#endif
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