// (C) Copyright Andrew Sutton 2007 // // Use, modification and distribution are subject to the // Boost Software License, Version 1.0 (See accompanying file // LICENSE_1_0.txt or http://www.boost.org/LICENSE_1_0.txt) //[closeness_centrality_example #include #include #include #include #include #include #include #include "helper.hpp" using namespace std; using namespace boost; // The Actor type stores the name of each vertex in the graph. struct Actor { string name; }; // Declare the graph type and its vertex and edge types. typedef undirected_graph< Actor > Graph; typedef graph_traits< Graph >::vertex_descriptor Vertex; typedef graph_traits< Graph >::edge_descriptor Edge; // The name map provides an abstract accessor for the names of // each vertex. This is used during graph creation. typedef property_map< Graph, string Actor::* >::type NameMap; // Declare a matrix type and its corresponding property map that // will contain the distances between each pair of vertices. typedef exterior_vertex_property< Graph, int > DistanceProperty; typedef DistanceProperty::matrix_type DistanceMatrix; typedef DistanceProperty::matrix_map_type DistanceMatrixMap; // Declare the weight map so that each edge returns the same value. typedef constant_property_map< Edge, int > WeightMap; // Declare a container and its corresponding property map that // will contain the resulting closeness centralities of each // vertex in the graph. typedef boost::exterior_vertex_property< Graph, float > ClosenessProperty; typedef ClosenessProperty::container_type ClosenessContainer; typedef ClosenessProperty::map_type ClosenessMap; int main(int argc, char* argv[]) { // Create the graph and a property map that provides access to[ // tha actor names. Graph g; NameMap nm(get(&Actor::name, g)); // Read the graph from standard input. read_graph(g, nm, cin); // Compute the distances between all pairs of vertices using // the Floyd-Warshall algorithm. Note that the weight map is // created so that every edge has a weight of 1. DistanceMatrix distances(num_vertices(g)); DistanceMatrixMap dm(distances, g); WeightMap wm(1); floyd_warshall_all_pairs_shortest_paths(g, dm, weight_map(wm)); // Compute the closeness centrality for graph. ClosenessContainer cents(num_vertices(g)); ClosenessMap cm(cents, g); all_closeness_centralities(g, dm, cm); // Print the closeness centrality of each vertex. graph_traits< Graph >::vertex_iterator i, end; for (boost::tie(i, end) = vertices(g); i != end; ++i) { cout << setw(12) << setiosflags(ios::left) << g[*i].name << get(cm, *i) << endl; } return 0; } //]