//======================================================================= // Copyright (c) 2005 Aaron Windsor // // 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) // //======================================================================= #include #ifdef BOOST_MSVC // Without disabling this we get hard errors about initialialized pointers: #pragma warning(disable : 4703) #endif #include #include // for std::cout #include #include #include #include #include #include #include using namespace boost; typedef adjacency_list< vecS, vecS, undirectedS, property< vertex_index_t, int > > undirected_graph; typedef adjacency_list< listS, listS, undirectedS, property< vertex_index_t, int > > undirected_list_graph; typedef adjacency_matrix< undirectedS, property< vertex_index_t, int > > undirected_adjacency_matrix_graph; template < typename Graph > struct vertex_index_installer { static void install(Graph&) {} }; template <> struct vertex_index_installer< undirected_list_graph > { static void install(undirected_list_graph& g) { typedef graph_traits< undirected_list_graph >::vertex_iterator vertex_iterator_t; typedef graph_traits< undirected_list_graph >::vertices_size_type v_size_t; vertex_iterator_t vi, vi_end; v_size_t i = 0; for (boost::tie(vi, vi_end) = vertices(g); vi != vi_end; ++vi, ++i) put(vertex_index, g, *vi, i); } }; template < typename Graph > void complete_graph(Graph& g, int n) { // creates the complete graph on n vertices typedef typename graph_traits< Graph >::vertex_iterator vertex_iterator_t; g = Graph(n); vertex_iterator_t vi, vi_end, wi; boost::tie(vi, vi_end) = vertices(g); for (boost::tie(vi, vi_end) = vertices(g); vi != vi_end; ++vi) { wi = vi; ++wi; for (; wi != vi_end; ++wi) add_edge(*vi, *wi, g); } } template < typename Graph > void gabows_graph(Graph& g, int n) { // creates a graph with 2n vertices, consisting of the complete graph // on n vertices plus n vertices of degree one, each adjacent to one // vertex in the complete graph. without any initial matching, this // graph forces edmonds' algorithm into worst-case behavior. typedef typename graph_traits< Graph >::vertex_iterator vertex_iterator_t; g = Graph(2 * n); vertex_iterator_t vi, vi_end, ui, ui_end, halfway; boost::tie(ui, ui_end) = vertices(g); halfway = ui; for (int i = 0; i < n; ++i) ++halfway; while (ui != halfway) { vi = ui; ++vi; while (vi != halfway) { add_edge(*ui, *vi, g); ++vi; } ++ui; } boost::tie(ui, ui_end) = vertices(g); while (halfway != ui_end) { add_edge(*ui, *halfway, g); ++ui; ++halfway; } } template < typename Graph > void matching_test(std::size_t num_v, const std::string& graph_name) { typedef typename property_map< Graph, vertex_index_t >::type vertex_index_map_t; typedef vector_property_map< typename graph_traits< Graph >::vertex_descriptor, vertex_index_map_t > mate_t; typedef typename graph_traits< Graph >::vertex_iterator vertex_iterator_t; typedef typename graph_traits< Graph >::vertex_descriptor vertex_descriptor_t; const std::size_t double_num_v = num_v * 2; bool all_tests_passed = true; // form the complete graph on 2*n vertices; the maximum cardinality // matching, greedy matching, and extra greedy matching should all be the // same - a matching of size n. Graph g(double_num_v); complete_graph(g, double_num_v); vertex_index_installer< Graph >::install(g); mate_t edmonds_mate(double_num_v); mate_t greedy_mate(double_num_v); mate_t extra_greedy_mate(double_num_v); // find a maximum cardinality matching using edmonds' blossom-shrinking // algorithm, starting with an empty matching. bool edmonds_result = matching< Graph, mate_t, vertex_index_map_t, edmonds_augmenting_path_finder, empty_matching, maximum_cardinality_matching_verifier >( g, edmonds_mate, get(vertex_index, g)); BOOST_TEST(edmonds_result); if (!edmonds_result) { std::cout << "Verifier reporting a problem finding a perfect matching on" << std::endl << "the complete graph using " << graph_name << std::endl; all_tests_passed = false; } // find a greedy matching bool greedy_result = matching< Graph, mate_t, vertex_index_map_t, no_augmenting_path_finder, greedy_matching, maximum_cardinality_matching_verifier >( g, greedy_mate, get(vertex_index, g)); BOOST_TEST(greedy_result); if (!greedy_result) { std::cout << "Verifier reporting a problem finding a greedy matching on" << std::endl << "the complete graph using " << graph_name << std::endl; all_tests_passed = false; } // find an extra greedy matching bool extra_greedy_result = matching< Graph, mate_t, vertex_index_map_t, no_augmenting_path_finder, extra_greedy_matching, maximum_cardinality_matching_verifier >( g, extra_greedy_mate, get(vertex_index, g)); BOOST_TEST(extra_greedy_result); if (!extra_greedy_result) { std::cout << "Verifier reporting a problem finding an extra greedy " "matching on" << std::endl << "the complete graph using " << graph_name << std::endl; all_tests_passed = false; } // as a sanity check, make sure that each of the matchings returned is a // valid matching and has 1000 edges. bool edmonds_sanity_check = is_a_matching(g, edmonds_mate) && matching_size(g, edmonds_mate) == num_v; BOOST_TEST(edmonds_sanity_check); if (edmonds_result && !edmonds_sanity_check) { std::cout << "Verifier okayed edmonds' algorithm on the complete graph, but" << std::endl << "the matching returned either wasn't a valid matching or wasn't" << std::endl << "actually a maximum cardinality matching." << std::endl; all_tests_passed = false; } bool greedy_sanity_check = is_a_matching(g, greedy_mate) && matching_size(g, greedy_mate) == num_v; BOOST_TEST(greedy_sanity_check); if (greedy_result && !greedy_sanity_check) { std::cout << "Verifier okayed greedy algorithm on the complete graph, but" << std::endl << "the matching returned either wasn't a valid matching or wasn't" << std::endl << "actually a maximum cardinality matching." << std::endl; all_tests_passed = false; } bool extra_greedy_sanity_check = is_a_matching(g, extra_greedy_mate) && matching_size(g, extra_greedy_mate) == num_v; BOOST_TEST(extra_greedy_sanity_check); if (extra_greedy_result && !extra_greedy_sanity_check) { std::cout << "Verifier okayed extra greedy algorithm on the complete graph, " "but" << std::endl << "the matching returned either wasn't a valid matching or wasn't" << std::endl << "actually a maximum cardinality matching." << std::endl; all_tests_passed = false; } // Now remove an edge from the edmonds_mate matching. vertex_iterator_t vi, vi_end; for (boost::tie(vi, vi_end) = vertices(g); vi != vi_end; ++vi) if (edmonds_mate[*vi] != graph_traits< Graph >::null_vertex()) break; edmonds_mate[edmonds_mate[*vi]] = graph_traits< Graph >::null_vertex(); edmonds_mate[*vi] = graph_traits< Graph >::null_vertex(); //...and run the matching verifier - it should tell us that the matching // isn't a maximum matching. bool modified_edmonds_verification_result = maximum_cardinality_matching_verifier< Graph, mate_t, vertex_index_map_t >::verify_matching(g, edmonds_mate, get(vertex_index, g)); BOOST_TEST(!modified_edmonds_verification_result); if (modified_edmonds_verification_result) { std::cout << "Verifier was fooled into thinking that a non-maximum " "matching was maximum" << std::endl; all_tests_passed = false; } Graph h(double_num_v); gabows_graph(h, num_v); vertex_index_installer< Graph >::install(h); // gabow's graph always has a perfect matching. it's also a good example of // why one should initialize with the extra_greedy_matching in most cases. mate_t gabow_mate(double_num_v); bool gabows_graph_result = checked_edmonds_maximum_cardinality_matching(h, gabow_mate); BOOST_TEST(gabows_graph_result); if (!gabows_graph_result) { std::cout << "Problem on Gabow's Graph with " << graph_name << ":" << std::endl << " Verifier reporting a maximum cardinality matching not found." << std::endl; all_tests_passed = false; } BOOST_TEST(matching_size(h, gabow_mate) == num_v); if (gabows_graph_result && matching_size(h, gabow_mate) != num_v) { std::cout << "Problem on Gabow's Graph with " << graph_name << ":" << std::endl << " Verifier reported a maximum cardinality matching found," << std::endl << " but matching size is " << matching_size(h, gabow_mate) << " when it should be " << num_v << std::endl; all_tests_passed = false; } Graph j(double_num_v); vertex_index_installer< Graph >::install(j); typedef boost::mt19937 base_generator_type; base_generator_type generator(static_cast< unsigned int >(std::time(0))); boost::uniform_int<> distribution(0, double_num_v - 1); boost::variate_generator< base_generator_type&, boost::uniform_int<> > rand_num(generator, distribution); std::size_t num_edges = 0; bool success; while (num_edges < 4 * double_num_v) { vertex_descriptor_t u = random_vertex(j, rand_num); vertex_descriptor_t v = random_vertex(j, rand_num); if (u != v) { boost::tie(tuples::ignore, success) = add_edge(u, v, j); if (success) num_edges++; } } mate_t random_mate(double_num_v); bool random_graph_result = checked_edmonds_maximum_cardinality_matching(j, random_mate); BOOST_TEST(random_graph_result); if (!random_graph_result) { std::cout << "Matching in random graph not maximum for " << graph_name << std::endl; all_tests_passed = false; } // Now remove an edge from the random_mate matching. for (boost::tie(vi, vi_end) = vertices(j); vi != vi_end; ++vi) if (random_mate[*vi] != graph_traits< Graph >::null_vertex()) break; random_mate[random_mate[*vi]] = graph_traits< Graph >::null_vertex(); random_mate[*vi] = graph_traits< Graph >::null_vertex(); //...and run the matching verifier - it should tell us that the matching // isn't a maximum matching. bool modified_random_verification_result = maximum_cardinality_matching_verifier< Graph, mate_t, vertex_index_map_t >::verify_matching(j, random_mate, get(vertex_index, j)); BOOST_TEST(!modified_random_verification_result); if (modified_random_verification_result) { std::cout << "Verifier was fooled into thinking that a non-maximum " "matching was maximum" << std::endl; all_tests_passed = false; } BOOST_TEST(all_tests_passed); if (all_tests_passed) { std::cout << graph_name << " passed all tests for n = " << num_v << '.' << std::endl; } } int main(int, char*[]) { matching_test< undirected_graph >(10, "adjacency_list (using vectors)"); matching_test< undirected_list_graph >(10, "adjacency_list (using lists)"); matching_test< undirected_adjacency_matrix_graph >(10, "adjacency_matrix"); matching_test< undirected_graph >(20, "adjacency_list (using vectors)"); matching_test< undirected_list_graph >(20, "adjacency_list (using lists)"); matching_test< undirected_adjacency_matrix_graph >(20, "adjacency_matrix"); matching_test< undirected_graph >(21, "adjacency_list (using vectors)"); matching_test< undirected_list_graph >(21, "adjacency_list (using lists)"); matching_test< undirected_adjacency_matrix_graph >(21, "adjacency_matrix"); #if 0 matching_test(50, "adjacency_list (using vectors)"); matching_test(50, "adjacency_list (using lists)"); matching_test(50, "adjacency_matrix"); matching_test(51, "adjacency_list (using vectors)"); matching_test(51, "adjacency_list (using lists)"); matching_test(51, "adjacency_matrix"); #endif return boost::report_errors(); }