// //======================================================================= // Copyright 2012 Fernando Vilas // 2010 Daniel Trebbien // // Distributed under the Boost Software License, Version 1.0. (See // accompanying file LICENSE_1_0.txt or copy at // http://www.boost.org/LICENSE_1_0.txt) //======================================================================= // // The maximum adjacency search algorithm was originally part of the // Stoer-Wagner min cut implementation by Daniel Trebbien. It has been // broken out into its own file to be a public search algorithm, with // visitor concepts. #ifndef BOOST_GRAPH_MAXIMUM_ADJACENCY_SEARCH_H #define BOOST_GRAPH_MAXIMUM_ADJACENCY_SEARCH_H /** * This is an implementation of the maximum adjacency search on an * undirected graph. It allows a visitor object to perform some * operation on each vertex as that vertex is visited. * * The algorithm runs as follows: * * Initialize all nodes to be unvisited (reach count = 0) * and call vis.initialize_vertex * For i = number of nodes in graph downto 1 * Select the unvisited node with the highest reach count * The user provides the starting node to break the first tie, * but future ties are broken arbitrarily * Visit the node by calling vis.start_vertex * Increment the reach count for all unvisited neighbors * and call vis.examine_edge for each of these edges * Mark the node as visited and call vis.finish_vertex * */ #include #include #include #include #include #include #include #include #include #include namespace boost { template struct MASVisitorConcept { void constraints() { boost::function_requires< boost::CopyConstructibleConcept >(); vis.initialize_vertex(u, g); vis.start_vertex(u, g); vis.examine_edge(e, g); vis.finish_vertex(u, g); } Visitor vis; Graph g; typename boost::graph_traits::vertex_descriptor u; typename boost::graph_traits::edge_descriptor e; }; template class mas_visitor { public: mas_visitor() { } mas_visitor(Visitors vis) : m_vis(vis) { } template void initialize_vertex(Vertex u, Graph& g) { invoke_visitors(m_vis, u, g, ::boost::on_initialize_vertex()); } template void start_vertex(Vertex u, Graph& g) { invoke_visitors(m_vis, u, g, ::boost::on_start_vertex()); } template void examine_edge(Edge e, Graph& g) { invoke_visitors(m_vis, e, g, ::boost::on_examine_edge()); } template void finish_vertex(Vertex u, Graph& g) { invoke_visitors(m_vis, u, g, ::boost::on_finish_vertex()); } BOOST_GRAPH_EVENT_STUB(on_initialize_vertex,mas) BOOST_GRAPH_EVENT_STUB(on_start_vertex,mas) BOOST_GRAPH_EVENT_STUB(on_examine_edge,mas) BOOST_GRAPH_EVENT_STUB(on_finish_vertex,mas) protected: Visitors m_vis; }; template mas_visitor make_mas_visitor(Visitors vis) { return mas_visitor(vis); } typedef mas_visitor<> default_mas_visitor; namespace detail { template void maximum_adjacency_search(const Graph& g, WeightMap weights, MASVisitor vis, const typename boost::graph_traits::vertex_descriptor start, VertexAssignmentMap assignments, KeyedUpdatablePriorityQueue pq) { typedef typename boost::graph_traits::vertex_descriptor vertex_descriptor; typedef typename boost::property_traits::value_type weight_type; std::set assignedVertices; // initialize `assignments` (all vertices are initially // assigned to themselves) BGL_FORALL_VERTICES_T(v, g, Graph) { put(assignments, v, v); } typename KeyedUpdatablePriorityQueue::key_map keys = pq.keys(); // set number of visited neighbors for all vertices to 0 BGL_FORALL_VERTICES_T(v, g, Graph) { if (v == get(assignments, v)) { // foreach u \in V do put(keys, v, weight_type(0)); vis.initialize_vertex(v, g); pq.push(v); } } BOOST_ASSERT(pq.size() >= 2); // Give the starting vertex high priority put(keys, start, get(keys, start) + num_vertices(g) + 1); pq.update(start); // start traversing the graph //vertex_descriptor s, t; weight_type w; while (!pq.empty()) { // while PQ \neq {} do const vertex_descriptor u = pq.top(); // u = extractmax(PQ) w = get(keys, u); vis.start_vertex(u, g); pq.pop(); // vis.start_vertex(u, g); BGL_FORALL_OUTEDGES_T(u, e, g, Graph) { // foreach (u, v) \in E do vis.examine_edge(e, g); const vertex_descriptor v = get(assignments, target(e, g)); if (pq.contains(v)) { // if v \in PQ then put(keys, v, get(keys, v) + get(weights, e)); // increasekey(PQ, v, wA(v) + w(u, v)) pq.update(v); } } typename std::set::const_iterator assignedVertexIt, assignedVertexEnd = assignedVertices.end(); for (assignedVertexIt = assignedVertices.begin(); assignedVertexIt != assignedVertexEnd; ++assignedVertexIt) { const vertex_descriptor uPrime = *assignedVertexIt; if (get(assignments, uPrime) == u) { BGL_FORALL_OUTEDGES_T(uPrime, e, g, Graph) { // foreach (u, v) \in E do vis.examine_edge(e, g); const vertex_descriptor v = get(assignments, target(e, g)); if (pq.contains(v)) { // if v \in PQ then put(keys, v, get(keys, v) + get(weights, e)); // increasekey(PQ, v, wA(v) + w(u, v)) pq.update(v); } } } } vis.finish_vertex(u, g); } } } // end namespace detail template void maximum_adjacency_search(const Graph& g, WeightMap weights, MASVisitor vis, const typename boost::graph_traits::vertex_descriptor start, VertexAssignmentMap assignments, KeyedUpdatablePriorityQueue pq) { BOOST_CONCEPT_ASSERT((boost::IncidenceGraphConcept)); BOOST_CONCEPT_ASSERT((boost::VertexListGraphConcept)); typedef typename boost::graph_traits::vertex_descriptor vertex_descriptor; typedef typename boost::graph_traits::vertices_size_type vertices_size_type; typedef typename boost::graph_traits::edge_descriptor edge_descriptor; BOOST_CONCEPT_ASSERT((boost::Convertible::directed_category, boost::undirected_tag>)); BOOST_CONCEPT_ASSERT((boost::ReadablePropertyMapConcept)); // typedef typename boost::property_traits::value_type weight_type; boost::function_requires< MASVisitorConcept >(); BOOST_CONCEPT_ASSERT((boost::ReadWritePropertyMapConcept)); BOOST_CONCEPT_ASSERT((boost::Convertible::value_type>)); BOOST_CONCEPT_ASSERT((boost::KeyedUpdatableQueueConcept)); vertices_size_type n = num_vertices(g); if (n < 2) throw boost::bad_graph("the input graph must have at least two vertices."); else if (!pq.empty()) throw std::invalid_argument("the max-priority queue must be empty initially."); detail::maximum_adjacency_search(g, weights, vis, start, assignments, pq); } namespace graph { namespace detail { template struct mas_dispatch { typedef void result_type; template static result_type apply(const Graph& g, //const bgl_named_params& params, const ArgPack& params, WeightMap w) { using namespace boost::graph::keywords; typedef typename boost::graph_traits::vertex_descriptor vertex_descriptor; typedef typename WeightMap::value_type weight_type; typedef boost::detail::make_priority_queue_from_arg_pack_gen > default_pq_gen_type; default_pq_gen_type pq_gen(choose_param(get_param(params, boost::distance_zero_t()), weight_type(0))); typename boost::result_of::type pq = pq_gen(g, params); boost::maximum_adjacency_search (g, w, params [ _visitor | make_mas_visitor(null_visitor())], params [ _root_vertex | *vertices(g).first], params [ _vertex_assignment_map | boost::detail::make_property_map_from_arg_pack_gen(vertex_descriptor())(g, params)], pq ); } }; template <> struct mas_dispatch { typedef void result_type; template static result_type apply(const Graph& g, const ArgPack& params, param_not_found) { using namespace boost::graph::keywords; typedef typename boost::graph_traits::vertex_descriptor vertex_descriptor; // get edge_weight_t as the weight type typedef typename boost::property_map WeightMap; typedef typename WeightMap::value_type weight_type; typedef boost::detail::make_priority_queue_from_arg_pack_gen > default_pq_gen_type; default_pq_gen_type pq_gen(choose_param(get_param(params, boost::distance_zero_t()), weight_type(0))); typename boost::result_of::type pq = pq_gen(g, params); boost::maximum_adjacency_search (g, get(edge_weight, g), params [ _visitor | make_mas_visitor(null_visitor())], params [ _root_vertex | *vertices(g).first], params [ _vertex_assignment_map | boost::detail::make_property_map_from_arg_pack_gen(vertex_descriptor())(g, params)], pq ); } }; } // end namespace detail } // end namespace graph // Named parameter interface //BOOST_GRAPH_MAKE_OLD_STYLE_PARAMETER_FUNCTION(maximum_adjacency_search, 1) template void maximum_adjacency_search (const Graph& g, const bgl_named_params& params) { typedef bgl_named_params params_type; BOOST_GRAPH_DECLARE_CONVERTED_PARAMETERS(params_type, params) // do the dispatch based on WeightMap typedef typename get_param_type >::type W; graph::detail::mas_dispatch::apply(g, arg_pack, get_param(params, edge_weight)); } namespace graph { namespace detail { template struct maximum_adjacency_search_impl { typedef void result_type; template void operator() (const Graph& g, const ArgPack& arg_pack) const { // call the function that does the dispatching typedef typename get_param_type::type W; graph::detail::mas_dispatch::apply(g, arg_pack, get_param(arg_pack, edge_weight)); } }; } // end namespace detail BOOST_GRAPH_MAKE_FORWARDING_FUNCTION(maximum_adjacency_search,1,5) } // end namespace graph } // end namespace boost #include #endif // BOOST_GRAPH_MAXIMUM_ADJACENCY_SEARCH_H