annotate DEPENDENCIES/generic/include/boost/graph/kruskal_min_spanning_tree.hpp @ 125:34e428693f5d vext

Vext -> Repoint
author Chris Cannam
date Thu, 14 Jun 2018 11:15:39 +0100
parents 2665513ce2d3
children
rev   line source
Chris@16 1 //
Chris@16 2 //=======================================================================
Chris@16 3 // Copyright 1997, 1998, 1999, 2000 University of Notre Dame.
Chris@16 4 // Authors: Andrew Lumsdaine, Lie-Quan Lee, Jeremy G. Siek
Chris@16 5 //
Chris@16 6 // Distributed under the Boost Software License, Version 1.0. (See
Chris@16 7 // accompanying file LICENSE_1_0.txt or copy at
Chris@16 8 // http://www.boost.org/LICENSE_1_0.txt)
Chris@16 9 //=======================================================================
Chris@16 10 //
Chris@16 11 #ifndef BOOST_GRAPH_MST_KRUSKAL_HPP
Chris@16 12 #define BOOST_GRAPH_MST_KRUSKAL_HPP
Chris@16 13
Chris@16 14 /*
Chris@16 15 *Minimum Spanning Tree
Chris@16 16 * Kruskal Algorithm
Chris@16 17 *
Chris@16 18 *Requirement:
Chris@16 19 * undirected graph
Chris@16 20 */
Chris@16 21
Chris@16 22 #include <vector>
Chris@16 23 #include <queue>
Chris@16 24 #include <functional>
Chris@16 25
Chris@16 26 #include <boost/property_map/property_map.hpp>
Chris@16 27 #include <boost/graph/graph_concepts.hpp>
Chris@16 28 #include <boost/graph/named_function_params.hpp>
Chris@16 29 #include <boost/pending/disjoint_sets.hpp>
Chris@16 30 #include <boost/pending/indirect_cmp.hpp>
Chris@16 31 #include <boost/concept/assert.hpp>
Chris@16 32
Chris@16 33
Chris@16 34 namespace boost {
Chris@16 35
Chris@16 36 // Kruskal's algorithm for Minimum Spanning Tree
Chris@16 37 //
Chris@16 38 // This is a greedy algorithm to calculate the Minimum Spanning Tree
Chris@16 39 // for an undirected graph with weighted edges. The output will be a
Chris@16 40 // set of edges.
Chris@16 41 //
Chris@16 42
Chris@16 43 namespace detail {
Chris@16 44
Chris@16 45 template <class Graph, class OutputIterator,
Chris@16 46 class Rank, class Parent, class Weight>
Chris@16 47 void
Chris@16 48 kruskal_mst_impl(const Graph& G,
Chris@16 49 OutputIterator spanning_tree_edges,
Chris@16 50 Rank rank, Parent parent, Weight weight)
Chris@16 51 {
Chris@16 52 if (num_vertices(G) == 0) return; // Nothing to do in this case
Chris@16 53 typedef typename graph_traits<Graph>::vertex_descriptor Vertex;
Chris@16 54 typedef typename graph_traits<Graph>::edge_descriptor Edge;
Chris@16 55 BOOST_CONCEPT_ASSERT(( VertexListGraphConcept<Graph> ));
Chris@16 56 BOOST_CONCEPT_ASSERT(( EdgeListGraphConcept<Graph> ));
Chris@16 57 BOOST_CONCEPT_ASSERT(( OutputIteratorConcept<OutputIterator, Edge> ));
Chris@16 58 BOOST_CONCEPT_ASSERT(( ReadWritePropertyMapConcept<Rank, Vertex> ));
Chris@16 59 BOOST_CONCEPT_ASSERT(( ReadWritePropertyMapConcept<Parent, Vertex> ));
Chris@16 60 BOOST_CONCEPT_ASSERT(( ReadablePropertyMapConcept<Weight, Edge> ));
Chris@16 61 typedef typename property_traits<Weight>::value_type W_value;
Chris@16 62 typedef typename property_traits<Rank>::value_type R_value;
Chris@16 63 typedef typename property_traits<Parent>::value_type P_value;
Chris@16 64 BOOST_CONCEPT_ASSERT(( ComparableConcept<W_value> ));
Chris@16 65 BOOST_CONCEPT_ASSERT(( ConvertibleConcept<P_value, Vertex> ));
Chris@16 66 BOOST_CONCEPT_ASSERT(( IntegerConcept<R_value> ));
Chris@16 67
Chris@16 68 disjoint_sets<Rank, Parent> dset(rank, parent);
Chris@16 69
Chris@16 70 typename graph_traits<Graph>::vertex_iterator ui, uiend;
Chris@16 71 for (boost::tie(ui, uiend) = vertices(G); ui != uiend; ++ui)
Chris@16 72 dset.make_set(*ui);
Chris@16 73
Chris@16 74 typedef indirect_cmp<Weight, std::greater<W_value> > weight_greater;
Chris@16 75 weight_greater wl(weight);
Chris@16 76 std::priority_queue<Edge, std::vector<Edge>, weight_greater> Q(wl);
Chris@16 77 /*push all edge into Q*/
Chris@16 78 typename graph_traits<Graph>::edge_iterator ei, eiend;
Chris@16 79 for (boost::tie(ei, eiend) = edges(G); ei != eiend; ++ei)
Chris@16 80 Q.push(*ei);
Chris@16 81
Chris@16 82 while (! Q.empty()) {
Chris@16 83 Edge e = Q.top();
Chris@16 84 Q.pop();
Chris@16 85 Vertex u = dset.find_set(source(e, G));
Chris@16 86 Vertex v = dset.find_set(target(e, G));
Chris@16 87 if ( u != v ) {
Chris@16 88 *spanning_tree_edges++ = e;
Chris@16 89 dset.link(u, v);
Chris@16 90 }
Chris@16 91 }
Chris@16 92 }
Chris@16 93
Chris@16 94 } // namespace detail
Chris@16 95
Chris@16 96 // Named Parameters Variants
Chris@16 97
Chris@16 98 template <class Graph, class OutputIterator>
Chris@16 99 inline void
Chris@16 100 kruskal_minimum_spanning_tree(const Graph& g,
Chris@16 101 OutputIterator spanning_tree_edges)
Chris@16 102 {
Chris@16 103 typedef typename graph_traits<Graph>::vertices_size_type size_type;
Chris@16 104 typedef typename graph_traits<Graph>::vertex_descriptor vertex_t;
Chris@16 105 if (num_vertices(g) == 0) return; // Nothing to do in this case
Chris@16 106 typename graph_traits<Graph>::vertices_size_type
Chris@16 107 n = num_vertices(g);
Chris@16 108 std::vector<size_type> rank_map(n);
Chris@16 109 std::vector<vertex_t> pred_map(n);
Chris@16 110
Chris@16 111 detail::kruskal_mst_impl
Chris@16 112 (g, spanning_tree_edges,
Chris@16 113 make_iterator_property_map(rank_map.begin(), get(vertex_index, g), rank_map[0]),
Chris@16 114 make_iterator_property_map(pred_map.begin(), get(vertex_index, g), pred_map[0]),
Chris@16 115 get(edge_weight, g));
Chris@16 116 }
Chris@16 117
Chris@16 118 template <class Graph, class OutputIterator, class P, class T, class R>
Chris@16 119 inline void
Chris@16 120 kruskal_minimum_spanning_tree(const Graph& g,
Chris@16 121 OutputIterator spanning_tree_edges,
Chris@16 122 const bgl_named_params<P, T, R>& params)
Chris@16 123 {
Chris@16 124 typedef typename graph_traits<Graph>::vertices_size_type size_type;
Chris@16 125 typedef typename graph_traits<Graph>::vertex_descriptor vertex_t;
Chris@16 126 if (num_vertices(g) == 0) return; // Nothing to do in this case
Chris@16 127 typename graph_traits<Graph>::vertices_size_type n;
Chris@16 128 n = is_default_param(get_param(params, vertex_rank))
Chris@16 129 ? num_vertices(g) : 1;
Chris@16 130 std::vector<size_type> rank_map(n);
Chris@16 131 n = is_default_param(get_param(params, vertex_predecessor))
Chris@16 132 ? num_vertices(g) : 1;
Chris@16 133 std::vector<vertex_t> pred_map(n);
Chris@16 134
Chris@16 135 detail::kruskal_mst_impl
Chris@16 136 (g, spanning_tree_edges,
Chris@16 137 choose_param
Chris@16 138 (get_param(params, vertex_rank),
Chris@16 139 make_iterator_property_map
Chris@16 140 (rank_map.begin(),
Chris@16 141 choose_pmap(get_param(params, vertex_index), g, vertex_index), rank_map[0])),
Chris@16 142 choose_param
Chris@16 143 (get_param(params, vertex_predecessor),
Chris@16 144 make_iterator_property_map
Chris@16 145 (pred_map.begin(),
Chris@16 146 choose_const_pmap(get_param(params, vertex_index), g, vertex_index),
Chris@16 147 pred_map[0])),
Chris@16 148 choose_const_pmap(get_param(params, edge_weight), g, edge_weight));
Chris@16 149 }
Chris@16 150
Chris@16 151 } // namespace boost
Chris@16 152
Chris@16 153
Chris@16 154 #endif // BOOST_GRAPH_MST_KRUSKAL_HPP
Chris@16 155