lemon/min_cost_max_flow.h
author kpeter
Fri, 29 Feb 2008 15:55:13 +0000
changeset 2586 37fb2c384c78
parent 2579 691ce54544c5
child 2587 061be2e64eca
permissions -rw-r--r--
Reimplemented Suurballe class.

- The new version is the specialized version of CapacityScaling.
- It is about 10-20 times faster than the former Suurballe algorithm
and about 20-50 percent faster than CapacityScaling.
- Doc improvements.
- The test file is also replaced.
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/* -*- C++ -*-
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 *
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 * This file is a part of LEMON, a generic C++ optimization library
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 *
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 * Copyright (C) 2003-2008
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 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
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 * (Egervary Research Group on Combinatorial Optimization, EGRES).
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 *
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 * Permission to use, modify and distribute this software is granted
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 * provided that this copyright notice appears in all copies. For
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 * precise terms see the accompanying LICENSE file.
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 *
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 * This software is provided "AS IS" with no warranty of any kind,
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 * express or implied, and with no claim as to its suitability for any
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 * purpose.
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 *
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 */
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#ifndef LEMON_MIN_COST_MAX_FLOW_H
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#define LEMON_MIN_COST_MAX_FLOW_H
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/// \ingroup min_cost_flow
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///
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/// \file
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/// \brief An efficient algorithm for finding a minimum cost maximum flow.
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#include <lemon/preflow.h>
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#include <lemon/network_simplex.h>
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#include <lemon/maps.h>
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namespace lemon {
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  /// \addtogroup min_cost_flow
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  /// @{
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  /// \brief An efficient algorithm for finding a minimum cost
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  /// maximum flow.
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  ///
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  /// \ref MinCostMaxFlow implements an efficient algorithm for
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  /// finding a maximum flow having minimal total cost from a given
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  /// source node to a given target node in a directed graph.
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  ///
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  /// \ref MinCostMaxFlow uses \ref Preflow for finding the maximum
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  /// flow value and \ref NetworkSimplex for finding a minimum cost
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  /// flow of that value.
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  /// According to our benchmark tests \ref Preflow is generally the
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  /// most efficient algorithm for the maximum flow problem and
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  /// \ref NetworkSimplex is the most efficient for the minimum cost
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  /// flow problem in LEMON.
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  ///
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  /// \tparam Graph The directed graph type the algorithm runs on.
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  /// \tparam CapacityMap The type of the capacity (upper bound) map.
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  /// \tparam CostMap The type of the cost (length) map.
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  ///
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  /// \warning
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  /// - Edge capacities and costs should be \e non-negative \e integers.
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  /// - \c CapacityMap::Value must be convertible to \c CostMap::Value.
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  /// - \c CostMap::Value must be signed type.
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  ///
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  /// \author Peter Kovacs
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  template < typename Graph,
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             typename CapacityMap = typename Graph::template EdgeMap<int>,
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             typename CostMap = typename Graph::template EdgeMap<int> >
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  class MinCostMaxFlow
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  {
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    typedef typename Graph::Node Node;
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    typedef typename Graph::Edge Edge;
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    typedef typename CapacityMap::Value Capacity;
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    typedef typename CostMap::Value Cost;
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    typedef typename Graph::template NodeMap<Cost> SupplyMap;
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    typedef Preflow<Graph, CapacityMap> MaxFlowImpl;
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    typedef NetworkSimplex< Graph, CapacityMap, CapacityMap,
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                            CostMap, SupplyMap > MinCostFlowImpl;
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  public:
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    /// The type of the flow map.
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    typedef typename Graph::template EdgeMap<Capacity> FlowMap;
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    /// The type of the potential map.
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    typedef typename Graph::template NodeMap<Cost> PotentialMap;
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  private:
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    // The directed graph the algorithm runs on
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    const Graph &_graph;
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    // The modified capacity map
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    const CapacityMap &_capacity;
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    // The cost map
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    const CostMap &_cost;
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    // Edge map of the found flow
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    FlowMap _flow;
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    // Node map of the found potentials
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    PotentialMap _potential;
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    // The source node
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    Node _source;
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    // The target node
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    Node _target;
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  public:
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    /// \brief The constructor of the class.
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    ///
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    /// The constructor of the class.
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    ///
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    /// \param _graph The directed graph the algorithm runs on.
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    /// \param _capacity The capacities (upper bounds) of the edges.
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    /// \param _cost The cost (length) values of the edges.
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    /// \param _s The source node.
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    /// \param _t The target node.
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    MinCostMaxFlow( const Graph &graph,
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                    const CapacityMap &capacity,
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                    const CostMap &cost,
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                    Node s, Node t ) :
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      _graph(graph), _capacity(capacity), _cost(cost), _flow(graph),
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      _potential(graph), _source(s), _target(t)
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    {}
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    /// \brief Runs the algorithm.
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    ///
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    /// Runs the algorithm.
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    void run() {
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      MaxFlowImpl preflow(_graph, _capacity, _source, _target);
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      preflow.flowMap(_flow).runMinCut();
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      MinCostFlowImpl mcf( _graph, _capacity, _cost,
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                           _source, _target, preflow.flowValue() );
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      mcf.flowMap(_flow).potentialMap(_potential).run();
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    }
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    /// \brief Returns a const reference to the edge map storing the
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    /// found flow.
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    ///
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    /// Returns a const reference to the edge map storing the found flow.
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    ///
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    /// \pre \ref run() must be called before using this function.
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    const FlowMap& flowMap() const {
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      return _flow;
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    }
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    /// \brief Returns a const reference to the node map storing the
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    /// found potentials (the dual solution).
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    ///
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    /// Returns a const reference to the node map storing the found
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    /// potentials (the dual solution).
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    ///
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    /// \pre \ref run() must be called before using this function.
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    const PotentialMap& potentialMap() const {
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      return _potential;
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    }
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    /// \brief Returns the total cost of the found flow.
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    ///
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    /// Returns the total cost of the found flow. The complexity of the
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    /// function is \f$ O(e) \f$.
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    ///
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    /// \pre \ref run() must be called before using this function.
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    Cost totalCost() const {
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      Cost c = 0;
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      for (typename Graph::EdgeIt e(_graph); e != INVALID; ++e)
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        c += _flow[e] * _cost[e];
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      return c;
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    }
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  }; //class MinCostMaxFlow
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  ///@}
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} //namespace lemon
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#endif //LEMON_MIN_COST_MAX_FLOW_H