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- // (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)
- #ifndef BOOST_GRAPH_GEODESIC_DISTANCE_HPP
- #define BOOST_GRAPH_GEODESIC_DISTANCE_HPP
- #include <boost/graph/detail/geodesic.hpp>
- #include <boost/graph/exterior_property.hpp>
- #include <boost/concept/assert.hpp>
- namespace boost
- {
- template < typename Graph, typename DistanceType, typename ResultType,
- typename Divides = std::divides< ResultType > >
- struct mean_geodesic_measure
- : public geodesic_measure< Graph, DistanceType, ResultType >
- {
- typedef geodesic_measure< Graph, DistanceType, ResultType > base_type;
- typedef typename base_type::distance_type distance_type;
- typedef typename base_type::result_type result_type;
- result_type operator()(distance_type d, const Graph& g)
- {
- BOOST_CONCEPT_ASSERT((VertexListGraphConcept< Graph >));
- BOOST_CONCEPT_ASSERT((NumericValueConcept< DistanceType >));
- BOOST_CONCEPT_ASSERT((NumericValueConcept< ResultType >));
- BOOST_CONCEPT_ASSERT((AdaptableBinaryFunctionConcept< Divides,
- ResultType, ResultType, ResultType >));
- return (d == base_type::infinite_distance())
- ? base_type::infinite_result()
- : div(result_type(d), result_type(num_vertices(g) - 1));
- }
- Divides div;
- };
- template < typename Graph, typename DistanceMap >
- inline mean_geodesic_measure< Graph,
- typename property_traits< DistanceMap >::value_type, double >
- measure_mean_geodesic(const Graph&, DistanceMap)
- {
- return mean_geodesic_measure< Graph,
- typename property_traits< DistanceMap >::value_type, double >();
- }
- template < typename T, typename Graph, typename DistanceMap >
- inline mean_geodesic_measure< Graph,
- typename property_traits< DistanceMap >::value_type, T >
- measure_mean_geodesic(const Graph&, DistanceMap)
- {
- return mean_geodesic_measure< Graph,
- typename property_traits< DistanceMap >::value_type, T >();
- }
- // This is a little different because it's expected that the result type
- // should (must?) be the same as the distance type. There's a type of
- // transitivity in this thinking... If the average of distances has type
- // X then the average of x's should also be type X. Is there a case where this
- // is not true?
- //
- // This type is a little under-genericized... It needs generic parameters
- // for addition and division.
- template < typename Graph, typename DistanceType >
- struct mean_graph_distance_measure
- : public geodesic_measure< Graph, DistanceType, DistanceType >
- {
- typedef geodesic_measure< Graph, DistanceType, DistanceType > base_type;
- typedef typename base_type::distance_type distance_type;
- typedef typename base_type::result_type result_type;
- inline result_type operator()(distance_type d, const Graph& g)
- {
- BOOST_CONCEPT_ASSERT((VertexListGraphConcept< Graph >));
- BOOST_CONCEPT_ASSERT((NumericValueConcept< DistanceType >));
- if (d == base_type::infinite_distance())
- {
- return base_type::infinite_result();
- }
- else
- {
- return d / result_type(num_vertices(g));
- }
- }
- };
- template < typename Graph, typename DistanceMap >
- inline mean_graph_distance_measure< Graph,
- typename property_traits< DistanceMap >::value_type >
- measure_graph_mean_geodesic(const Graph&, DistanceMap)
- {
- typedef typename property_traits< DistanceMap >::value_type T;
- return mean_graph_distance_measure< Graph, T >();
- }
- template < typename Graph, typename DistanceMap, typename Measure,
- typename Combinator >
- inline typename Measure::result_type mean_geodesic(
- const Graph& g, DistanceMap dist, Measure measure, Combinator combine)
- {
- BOOST_CONCEPT_ASSERT((DistanceMeasureConcept< Measure, Graph >));
- typedef typename Measure::distance_type Distance;
- Distance n = detail::combine_distances(g, dist, combine, Distance(0));
- return measure(n, g);
- }
- template < typename Graph, typename DistanceMap, typename Measure >
- inline typename Measure::result_type mean_geodesic(
- const Graph& g, DistanceMap dist, Measure measure)
- {
- BOOST_CONCEPT_ASSERT((DistanceMeasureConcept< Measure, Graph >));
- typedef typename Measure::distance_type Distance;
- return mean_geodesic(g, dist, measure, std::plus< Distance >());
- }
- template < typename Graph, typename DistanceMap >
- inline double mean_geodesic(const Graph& g, DistanceMap dist)
- {
- return mean_geodesic(g, dist, measure_mean_geodesic(g, dist));
- }
- template < typename T, typename Graph, typename DistanceMap >
- inline T mean_geodesic(const Graph& g, DistanceMap dist)
- {
- return mean_geodesic(g, dist, measure_mean_geodesic< T >(g, dist));
- }
- template < typename Graph, typename DistanceMatrixMap, typename GeodesicMap,
- typename Measure >
- inline typename property_traits< GeodesicMap >::value_type all_mean_geodesics(
- const Graph& g, DistanceMatrixMap dist, GeodesicMap geo, Measure measure)
- {
- BOOST_CONCEPT_ASSERT((VertexListGraphConcept< Graph >));
- typedef typename graph_traits< Graph >::vertex_descriptor Vertex;
- typedef typename graph_traits< Graph >::vertex_iterator VertexIterator;
- BOOST_CONCEPT_ASSERT(
- (ReadablePropertyMapConcept< DistanceMatrixMap, Vertex >));
- typedef
- typename property_traits< DistanceMatrixMap >::value_type DistanceMap;
- BOOST_CONCEPT_ASSERT((DistanceMeasureConcept< Measure, Graph >));
- typedef typename Measure::result_type Result;
- BOOST_CONCEPT_ASSERT((WritablePropertyMapConcept< GeodesicMap, Vertex >));
- BOOST_CONCEPT_ASSERT((NumericValueConcept< Result >));
- // NOTE: We could compute the mean geodesic here by performing additional
- // computations (i.e., adding and dividing). However, I don't really feel
- // like fully genericizing the entire operation yet so I'm not going to.
- Result inf = numeric_values< Result >::infinity();
- Result sum = numeric_values< Result >::zero();
- VertexIterator i, end;
- for (boost::tie(i, end) = vertices(g); i != end; ++i)
- {
- DistanceMap dm = get(dist, *i);
- Result r = mean_geodesic(g, dm, measure);
- put(geo, *i, r);
- // compute the sum along with geodesics
- if (r == inf)
- {
- sum = inf;
- }
- else if (sum != inf)
- {
- sum += r;
- }
- }
- // return the average of averages.
- return sum / Result(num_vertices(g));
- }
- template < typename Graph, typename DistanceMatrixMap, typename GeodesicMap >
- inline typename property_traits< GeodesicMap >::value_type all_mean_geodesics(
- const Graph& g, DistanceMatrixMap dist, GeodesicMap geo)
- {
- BOOST_CONCEPT_ASSERT((GraphConcept< Graph >));
- typedef typename graph_traits< Graph >::vertex_descriptor Vertex;
- BOOST_CONCEPT_ASSERT(
- (ReadablePropertyMapConcept< DistanceMatrixMap, Vertex >));
- typedef
- typename property_traits< DistanceMatrixMap >::value_type DistanceMap;
- BOOST_CONCEPT_ASSERT((WritablePropertyMapConcept< GeodesicMap, Vertex >));
- typedef typename property_traits< GeodesicMap >::value_type Result;
- return all_mean_geodesics(
- g, dist, geo, measure_mean_geodesic< Result >(g, DistanceMap()));
- }
- template < typename Graph, typename GeodesicMap, typename Measure >
- inline typename Measure::result_type small_world_distance(
- const Graph& g, GeodesicMap geo, Measure measure)
- {
- BOOST_CONCEPT_ASSERT((DistanceMeasureConcept< Measure, Graph >));
- typedef typename Measure::result_type Result;
- Result sum
- = detail::combine_distances(g, geo, std::plus< Result >(), Result(0));
- return measure(sum, g);
- }
- template < typename Graph, typename GeodesicMap >
- inline typename property_traits< GeodesicMap >::value_type small_world_distance(
- const Graph& g, GeodesicMap geo)
- {
- return small_world_distance(g, geo, measure_graph_mean_geodesic(g, geo));
- }
- }
- #endif
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