lemon/circulation.h
author deba
Tue, 10 Jun 2008 11:36:17 +0000
changeset 2612 3d65053d01a3
parent 2541 e67ec65747fa
child 2618 6aa6fcaeaea5
permissions -rw-r--r--
Bug fix initialization
The std::numeric_limits<double>::min() means the smallest positive number,
and not the smallest number in the whole range of double.
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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_CIRCULATION_H
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#define LEMON_CIRCULATION_H
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#include <lemon/graph_utils.h>
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#include <iostream>
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#include <queue>
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#include <lemon/tolerance.h>
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#include <lemon/elevator.h>
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///\ingroup max_flow
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///\file
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///\brief Push-prelabel algorithm for finding a feasible circulation.
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///
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namespace lemon {
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  /// \brief Default traits class of Circulation class.
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  ///
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  /// Default traits class of Circulation class.
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  /// \param _Graph Graph type.
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  /// \param _CapacityMap Type of capacity map.
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  template <typename _Graph, typename _LCapMap, 
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	    typename _UCapMap, typename _DeltaMap>
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  struct CirculationDefaultTraits {
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    /// \brief The graph type the algorithm runs on. 
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    typedef _Graph Graph;
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    /// \brief The type of the map that stores the circulation lower
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    /// bound.
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    ///
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    /// The type of the map that stores the circulation lower bound.
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    /// It must meet the \ref concepts::ReadMap "ReadMap" concept.
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    typedef _LCapMap LCapMap;
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    /// \brief The type of the map that stores the circulation upper
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    /// bound.
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    ///
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    /// The type of the map that stores the circulation upper bound.
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    /// It must meet the \ref concepts::ReadMap "ReadMap" concept.
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    typedef _UCapMap UCapMap;
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    /// \brief The type of the map that stores the upper bound of
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    /// node excess.
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    ///
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    /// The type of the map that stores the lower bound of node
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    /// excess. It must meet the \ref concepts::ReadMap "ReadMap"
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    /// concept.
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    typedef _DeltaMap DeltaMap;
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    /// \brief The type of the length of the edges.
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    typedef typename DeltaMap::Value Value;
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    /// \brief The map type that stores the flow values.
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    ///
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    /// The map type that stores the flow values. 
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    /// It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
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    typedef typename Graph::template EdgeMap<Value> FlowMap;
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    /// \brief Instantiates a FlowMap.
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    ///
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    /// This function instantiates a \ref FlowMap. 
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    /// \param graph The graph, to which we would like to define the flow map.
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    static FlowMap* createFlowMap(const Graph& graph) {
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      return new FlowMap(graph);
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    }
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    /// \brief The eleavator type used by Circulation algorithm.
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    /// 
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    /// The elevator type used by Circulation algorithm.
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    ///
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    /// \sa Elevator
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    /// \sa LinkedElevator
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    typedef Elevator<Graph, typename Graph::Node> Elevator;
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    /// \brief Instantiates an Elevator.
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    ///
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    /// This function instantiates a \ref Elevator. 
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    /// \param graph The graph, to which we would like to define the elevator.
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    /// \param max_level The maximum level of the elevator.
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    static Elevator* createElevator(const Graph& graph, int max_level) {
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      return new Elevator(graph, max_level);
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    }
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    /// \brief The tolerance used by the algorithm
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    ///
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    /// The tolerance used by the algorithm to handle inexact computation.
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    typedef Tolerance<Value> Tolerance;
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  };
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  ///Push-relabel algorithm for the Network Circulation Problem.
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  ///\ingroup max_flow
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  ///This class implements a push-relabel algorithm
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  ///for the Network Circulation Problem.
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  ///The exact formulation of this problem is the following.
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  /// \f[\sum_{e\in\rho(v)}x(e)-\sum_{e\in\delta(v)}x(e)\leq -delta(v)\quad \forall v\in V \f]
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  /// \f[ lo(e)\leq x(e) \leq up(e) \quad \forall e\in E \f]
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  ///
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  template<class _Graph,
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	   class _LCapMap=typename _Graph::template EdgeMap<int>,
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	   class _UCapMap=_LCapMap,
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	   class _DeltaMap=typename _Graph::template NodeMap<
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	     typename _UCapMap::Value>,
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	   class _Traits=CirculationDefaultTraits<_Graph, _LCapMap, 
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						  _UCapMap, _DeltaMap> >
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  class Circulation {
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    typedef _Traits Traits;
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    typedef typename Traits::Graph Graph;
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    GRAPH_TYPEDEFS(typename Graph);
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    typedef typename Traits::Value Value;
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    typedef typename Traits::LCapMap LCapMap;
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    typedef typename Traits::UCapMap UCapMap;
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    typedef typename Traits::DeltaMap DeltaMap;
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    typedef typename Traits::FlowMap FlowMap;
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    typedef typename Traits::Elevator Elevator;
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    typedef typename Traits::Tolerance Tolerance;
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    typedef typename Graph::template NodeMap<Value> ExcessMap;
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    const Graph &_g;
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    int _node_num;
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    const LCapMap *_lo;
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    const UCapMap *_up;
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    const DeltaMap *_delta;
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    FlowMap *_flow;
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    bool _local_flow;
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    Elevator* _level;
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    bool _local_level;
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    ExcessMap* _excess;
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    Tolerance _tol;
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    int _el;
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  public:
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    typedef Circulation Create;
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    ///\name Named template parameters
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    ///@{
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    template <typename _FlowMap>
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    struct DefFlowMapTraits : public Traits {
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      typedef _FlowMap FlowMap;
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      static FlowMap *createFlowMap(const Graph&) {
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	throw UninitializedParameter();
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      }
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    };
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    /// \brief \ref named-templ-param "Named parameter" for setting
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    /// FlowMap type
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    ///
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    /// \ref named-templ-param "Named parameter" for setting FlowMap
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    /// type
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    template <typename _FlowMap>
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    struct DefFlowMap 
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      : public Circulation<Graph, LCapMap, UCapMap, DeltaMap, 
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			   DefFlowMapTraits<_FlowMap> > {
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      typedef Circulation<Graph, LCapMap, UCapMap, DeltaMap, 
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			  DefFlowMapTraits<_FlowMap> > Create;
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    };
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    template <typename _Elevator>
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    struct DefElevatorTraits : public Traits {
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      typedef _Elevator Elevator;
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      static Elevator *createElevator(const Graph&, int) {
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	throw UninitializedParameter();
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      }
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    };
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    /// \brief \ref named-templ-param "Named parameter" for setting
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    /// Elevator type
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    ///
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    /// \ref named-templ-param "Named parameter" for setting Elevator
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    /// type
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    template <typename _Elevator>
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    struct DefElevator 
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      : public Circulation<Graph, LCapMap, UCapMap, DeltaMap, 
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			   DefElevatorTraits<_Elevator> > {
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      typedef Circulation<Graph, LCapMap, UCapMap, DeltaMap,
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			  DefElevatorTraits<_Elevator> > Create;
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    };
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    template <typename _Elevator>
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    struct DefStandardElevatorTraits : public Traits {
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      typedef _Elevator Elevator;
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      static Elevator *createElevator(const Graph& graph, int max_level) {
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	return new Elevator(graph, max_level);
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      }
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    };
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    /// \brief \ref named-templ-param "Named parameter" for setting
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    /// Elevator type
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    ///
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    /// \ref named-templ-param "Named parameter" for setting Elevator
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    /// type. The Elevator should be standard constructor interface, ie.
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    /// the graph and the maximum level should be passed to it.
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    template <typename _Elevator>
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    struct DefStandardElevator 
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      : public Circulation<Graph, LCapMap, UCapMap, DeltaMap, 
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		       DefStandardElevatorTraits<_Elevator> > {
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      typedef Circulation<Graph, LCapMap, UCapMap, DeltaMap,
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		      DefStandardElevatorTraits<_Elevator> > Create;
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    };    
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    /// @}
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  protected:
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    Circulation() {}
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  public:
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    /// The constructor of the class.
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    /// The constructor of the class. 
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    /// \param g The directed graph the algorithm runs on. 
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    /// \param lo The lower bound capacity of the edges. 
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    /// \param up The upper bound capacity of the edges.
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    /// \param delta The lower bound on node excess.
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    Circulation(const Graph &g,const LCapMap &lo,
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		const UCapMap &up,const DeltaMap &delta) 
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      : _g(g), _node_num(),
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	_lo(&lo),_up(&up),_delta(&delta),_flow(0),_local_flow(false),
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	_level(0), _local_level(false), _excess(0), _el() {}
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    /// Destrcutor.
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    ~Circulation() {
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      destroyStructures();
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    }
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  private:
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    void createStructures() {
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      _node_num = _el = countNodes(_g);
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      if (!_flow) {
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	_flow = Traits::createFlowMap(_g);
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	_local_flow = true;
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      }
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      if (!_level) {
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	_level = Traits::createElevator(_g, _node_num);
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	_local_level = true;
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      }
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      if (!_excess) {
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	_excess = new ExcessMap(_g);
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      }
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    }
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    void destroyStructures() {
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      if (_local_flow) {
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	delete _flow;
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      }
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      if (_local_level) {
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	delete _level;
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      }
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      if (_excess) {
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	delete _excess;
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      }
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    }
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  public:
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    /// Sets the lower bound capacity map.
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    /// Sets the lower bound capacity map.
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    /// \return \c (*this)
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    Circulation& lowerCapMap(const LCapMap& map) {
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      _lo = &map;
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      return *this;
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    }
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    /// Sets the upper bound capacity map.
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    /// Sets the upper bound capacity map.
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    /// \return \c (*this)
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    Circulation& upperCapMap(const LCapMap& map) {
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      _up = &map;
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      return *this;
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    }
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    /// Sets the lower bound map on excess.
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    /// Sets the lower bound map on excess.
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    /// \return \c (*this)
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    Circulation& deltaMap(const DeltaMap& map) {
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      _delta = &map;
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      return *this;
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    }
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    /// Sets the flow map.
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    /// Sets the flow map.
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    /// \return \c (*this)
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    Circulation& flowMap(FlowMap& map) {
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      if (_local_flow) {
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	delete _flow;
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	_local_flow = false;
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      }
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      _flow = &map;
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      return *this;
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    }
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    /// Returns the flow map.
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    /// \return The flow map.
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    ///
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    const FlowMap& flowMap() {
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      return *_flow;
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    }
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    /// Sets the elevator.
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    /// Sets the elevator.
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    /// \return \c (*this)
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    Circulation& elevator(Elevator& elevator) {
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      if (_local_level) {
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	delete _level;
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	_local_level = false;
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      }
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      _level = &elevator;
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      return *this;
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    }
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    /// Returns the elevator.
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    /// \return The elevator.
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    ///
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    const Elevator& elevator() {
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      return *_level;
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    }
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    /// Sets the tolerance used by algorithm.
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    /// Sets the tolerance used by algorithm.
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    ///
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    Circulation& tolerance(const Tolerance& tolerance) const {
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      _tol = tolerance;
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      return *this;
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    } 
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    /// Returns the tolerance used by algorithm.
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    /// Returns the tolerance used by algorithm.
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    ///
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    const Tolerance& tolerance() const {
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      return tolerance;
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    } 
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    /// \name Execution control
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    /// The simplest way to execute the algorithm is to use one of the
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    /// member functions called \c run().
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    /// \n 
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    /// If you need more control on initial solution or execution then
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    /// you have to call one \ref init() function and then the start()
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    /// function.
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    ///@{
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    /// Initializes the internal data structures.
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    /// Initializes the internal data structures. This function sets
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    /// all flow values to the lower bound.  
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    /// \return This function returns false if the initialization
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    /// process found a barrier.
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    void init() 
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    {
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      createStructures();
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      for(NodeIt n(_g);n!=INVALID;++n) {
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	_excess->set(n, (*_delta)[n]);
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      }
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      for (EdgeIt e(_g);e!=INVALID;++e) {
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	_flow->set(e, (*_lo)[e]);
deba@2526
   402
	_excess->set(_g.target(e), (*_excess)[_g.target(e)] + (*_flow)[e]);
deba@2526
   403
	_excess->set(_g.source(e), (*_excess)[_g.source(e)] - (*_flow)[e]);
deba@2526
   404
      }
deba@2526
   405
deba@2526
   406
      // global relabeling tested, but in general case it provides
deba@2526
   407
      // worse performance for random graphs
deba@2526
   408
      _level->initStart();
deba@2526
   409
      for(NodeIt n(_g);n!=INVALID;++n)
deba@2526
   410
	_level->initAddItem(n);
deba@2526
   411
      _level->initFinish();
deba@2526
   412
      for(NodeIt n(_g);n!=INVALID;++n)
deba@2526
   413
	if(_tol.positive((*_excess)[n]))
deba@2526
   414
	  _level->activate(n);
deba@2526
   415
    }
deba@2526
   416
deba@2526
   417
    /// Initializes the internal data structures.
deba@2526
   418
deba@2526
   419
    /// Initializes the internal data structures. This functions uses
deba@2526
   420
    /// greedy approach to construct the initial solution. 
deba@2526
   421
    void greedyInit() 
deba@2526
   422
    {
deba@2526
   423
      createStructures();
deba@2526
   424
     
deba@2526
   425
      for(NodeIt n(_g);n!=INVALID;++n) {
deba@2526
   426
	_excess->set(n, (*_delta)[n]);
deba@2526
   427
      }
deba@2526
   428
     
deba@2526
   429
      for (EdgeIt e(_g);e!=INVALID;++e) {
deba@2526
   430
	if (!_tol.positive((*_excess)[_g.target(e)] + (*_up)[e])) {
deba@2526
   431
	  _flow->set(e, (*_up)[e]);
deba@2526
   432
	  _excess->set(_g.target(e), (*_excess)[_g.target(e)] + (*_up)[e]);
deba@2526
   433
	  _excess->set(_g.source(e), (*_excess)[_g.source(e)] - (*_up)[e]);
deba@2526
   434
	} else if (_tol.positive((*_excess)[_g.target(e)] + (*_lo)[e])) {
deba@2526
   435
	  _flow->set(e, (*_lo)[e]);
deba@2541
   436
	  _excess->set(_g.target(e), (*_excess)[_g.target(e)] + (*_lo)[e]);
deba@2541
   437
	  _excess->set(_g.source(e), (*_excess)[_g.source(e)] - (*_lo)[e]);
deba@2526
   438
	} else {
deba@2526
   439
	  Value fc = -(*_excess)[_g.target(e)];
deba@2526
   440
	  _flow->set(e, fc);
deba@2526
   441
	  _excess->set(_g.target(e), 0);
deba@2526
   442
	  _excess->set(_g.source(e), (*_excess)[_g.source(e)] - fc);
deba@2526
   443
	}
deba@2526
   444
      }
deba@2526
   445
     
deba@2526
   446
      _level->initStart();
deba@2526
   447
      for(NodeIt n(_g);n!=INVALID;++n)
deba@2526
   448
	_level->initAddItem(n);
deba@2526
   449
      _level->initFinish();
deba@2526
   450
      for(NodeIt n(_g);n!=INVALID;++n)
deba@2526
   451
	if(_tol.positive((*_excess)[n]))
deba@2526
   452
	  _level->activate(n);
deba@2526
   453
    }
deba@2526
   454
deba@2526
   455
    ///Starts the algorithm
deba@2526
   456
deba@2526
   457
    ///This function starts the algorithm.
deba@2526
   458
    ///\return This function returns true if it found a feasible circulation.
deba@2526
   459
    ///
deba@2526
   460
    ///\sa barrier()
deba@2526
   461
    bool start() 
deba@2526
   462
    {
deba@2526
   463
      
deba@2526
   464
      Node act;
deba@2526
   465
      Node bact=INVALID;
deba@2526
   466
      Node last_activated=INVALID;
deba@2526
   467
      while((act=_level->highestActive())!=INVALID) {
deba@2526
   468
	int actlevel=(*_level)[act];
deba@2526
   469
	int mlevel=_node_num;
deba@2526
   470
	Value exc=(*_excess)[act];
deba@2541
   471
deba@2526
   472
	for(OutEdgeIt e(_g,act);e!=INVALID; ++e) {
deba@2526
   473
	  Node v = _g.target(e);
deba@2526
   474
	  Value fc=(*_up)[e]-(*_flow)[e];
deba@2526
   475
	  if(!_tol.positive(fc)) continue;
deba@2526
   476
	  if((*_level)[v]<actlevel) {
deba@2526
   477
	    if(!_tol.less(fc, exc)) {
deba@2526
   478
	      _flow->set(e, (*_flow)[e] + exc);
deba@2526
   479
	      _excess->set(v, (*_excess)[v] + exc);
deba@2526
   480
	      if(!_level->active(v) && _tol.positive((*_excess)[v]))
deba@2526
   481
		_level->activate(v);
deba@2526
   482
	      _excess->set(act,0);
deba@2526
   483
	      _level->deactivate(act);
deba@2526
   484
	      goto next_l;
deba@2526
   485
	    }
deba@2526
   486
	    else {
deba@2526
   487
	      _flow->set(e, (*_up)[e]);
deba@2541
   488
	      _excess->set(v, (*_excess)[v] + fc);
deba@2526
   489
	      if(!_level->active(v) && _tol.positive((*_excess)[v]))
deba@2526
   490
		_level->activate(v);
deba@2526
   491
	      exc-=fc;
deba@2526
   492
	    }
deba@2526
   493
	  } 
deba@2526
   494
	  else if((*_level)[v]<mlevel) mlevel=(*_level)[v];
deba@2526
   495
	}
deba@2526
   496
	for(InEdgeIt e(_g,act);e!=INVALID; ++e) {
deba@2526
   497
	  Node v = _g.source(e);
deba@2526
   498
	  Value fc=(*_flow)[e]-(*_lo)[e];
deba@2526
   499
	  if(!_tol.positive(fc)) continue;
deba@2526
   500
	  if((*_level)[v]<actlevel) {
deba@2526
   501
	    if(!_tol.less(fc, exc)) {
deba@2526
   502
	      _flow->set(e, (*_flow)[e] - exc);
deba@2526
   503
	      _excess->set(v, (*_excess)[v] + exc);
deba@2526
   504
	      if(!_level->active(v) && _tol.positive((*_excess)[v]))
deba@2526
   505
		_level->activate(v);
deba@2526
   506
	      _excess->set(act,0);
deba@2526
   507
	      _level->deactivate(act);
deba@2526
   508
	      goto next_l;
deba@2526
   509
	    }
deba@2526
   510
	    else {
deba@2526
   511
	      _flow->set(e, (*_lo)[e]);
deba@2526
   512
	      _excess->set(v, (*_excess)[v] + fc);
deba@2526
   513
	      if(!_level->active(v) && _tol.positive((*_excess)[v]))
deba@2526
   514
		_level->activate(v);
deba@2526
   515
	      exc-=fc;
deba@2526
   516
	    }
deba@2526
   517
	  } 
deba@2526
   518
	  else if((*_level)[v]<mlevel) mlevel=(*_level)[v];
deba@2526
   519
	}
deba@2526
   520
   
deba@2526
   521
	_excess->set(act, exc);
deba@2526
   522
	if(!_tol.positive(exc)) _level->deactivate(act);
deba@2526
   523
	else if(mlevel==_node_num) {
deba@2526
   524
	  _level->liftHighestActiveToTop();
deba@2526
   525
	  _el = _node_num;
deba@2526
   526
	  return false;
deba@2526
   527
	}
deba@2526
   528
	else {
deba@2526
   529
	  _level->liftHighestActive(mlevel+1);
deba@2526
   530
	  if(_level->onLevel(actlevel)==0) {
deba@2526
   531
	    _el = actlevel;
deba@2526
   532
	    return false;
deba@2526
   533
	  }
deba@2526
   534
	}
deba@2526
   535
      next_l:
deba@2526
   536
	;
deba@2526
   537
      }
deba@2526
   538
      return true;
deba@2526
   539
    }
deba@2526
   540
deba@2526
   541
    /// Runs the circulation algorithm.  
deba@2526
   542
deba@2526
   543
    /// Runs the circulation algorithm.
deba@2526
   544
    /// \note fc.run() is just a shortcut of the following code.
deba@2526
   545
    /// \code
deba@2526
   546
    ///   fc.greedyInit();
deba@2526
   547
    ///   return fc.start();
deba@2526
   548
    /// \endcode
deba@2526
   549
    bool run() {
deba@2526
   550
      greedyInit();
deba@2526
   551
      return start();
deba@2526
   552
    }
deba@2526
   553
deba@2526
   554
    /// @}
deba@2526
   555
deba@2526
   556
    /// \name Query Functions
deba@2526
   557
    /// The result of the %Circulation algorithm can be obtained using
deba@2526
   558
    /// these functions.
deba@2526
   559
    /// \n
deba@2526
   560
    /// Before the use of these functions,
deba@2526
   561
    /// either run() or start() must be called.
deba@2526
   562
    
deba@2526
   563
    ///@{
deba@2526
   564
    
deba@2526
   565
    ///Returns a barrier
deba@2526
   566
    
deba@2526
   567
    ///Barrier is a set \e B of nodes for which
deba@2526
   568
    /// \f[ \sum_{v\in B}-delta(v)<\sum_{e\in\rho(B)}lo(e)-\sum_{e\in\delta(B)}up(e) \f]
deba@2526
   569
    ///holds. The existence of a set with this property prooves that a feasible
deba@2526
   570
    ///flow cannot exists.
deba@2526
   571
    ///\sa checkBarrier()
deba@2526
   572
    ///\sa run()
deba@2526
   573
    template<class GT>
deba@2526
   574
    void barrierMap(GT &bar) 
deba@2526
   575
    {
deba@2526
   576
      for(NodeIt n(_g);n!=INVALID;++n)
deba@2526
   577
	bar.set(n, (*_level)[n] >= _el);
deba@2526
   578
    }  
deba@2526
   579
deba@2526
   580
    ///Returns true if the node is in the barrier
deba@2526
   581
deba@2526
   582
    ///Returns true if the node is in the barrier
deba@2526
   583
    ///\sa barrierMap()
deba@2526
   584
    bool barrier(const Node& node) 
deba@2526
   585
    {
deba@2526
   586
      return (*_level)[node] >= _el;
deba@2526
   587
    }  
deba@2526
   588
deba@2526
   589
    /// \brief Returns the flow on the edge.
deba@2526
   590
    ///
deba@2526
   591
    /// Sets the \c flowMap to the flow on the edges. This method can
deba@2526
   592
    /// be called after the second phase of algorithm.
deba@2526
   593
    Value flow(const Edge& edge) const {
deba@2526
   594
      return (*_flow)[edge];
deba@2526
   595
    }
deba@2526
   596
deba@2526
   597
    /// @}
deba@2526
   598
deba@2526
   599
    /// \name Checker Functions
deba@2526
   600
    /// The feasibility  of the results can be checked using
deba@2526
   601
    /// these functions.
deba@2526
   602
    /// \n
deba@2526
   603
    /// Before the use of these functions,
deba@2526
   604
    /// either run() or start() must be called.
deba@2526
   605
    
deba@2526
   606
    ///@{
deba@2526
   607
deba@2526
   608
    ///Check if the  \c flow is a feasible circulation
deba@2526
   609
    bool checkFlow() {
alpar@2375
   610
      for(EdgeIt e(_g);e!=INVALID;++e)
deba@2526
   611
	if((*_flow)[e]<(*_lo)[e]||(*_flow)[e]>(*_up)[e]) return false;
alpar@2375
   612
      for(NodeIt n(_g);n!=INVALID;++n)
alpar@2375
   613
	{
deba@2526
   614
	  Value dif=-(*_delta)[n];
deba@2526
   615
	  for(InEdgeIt e(_g,n);e!=INVALID;++e) dif-=(*_flow)[e];
deba@2526
   616
	  for(OutEdgeIt e(_g,n);e!=INVALID;++e) dif+=(*_flow)[e];
alpar@2375
   617
	  if(_tol.negative(dif)) return false;
alpar@2375
   618
	}
alpar@2375
   619
      return true;
deba@2526
   620
    }
alpar@2375
   621
alpar@2408
   622
    ///Check whether or not the last execution provides a barrier
alpar@2375
   623
alpar@2408
   624
    ///Check whether or not the last execution provides a barrier
alpar@2375
   625
    ///\sa barrier()
alpar@2375
   626
    bool checkBarrier() 
alpar@2375
   627
    {
deba@2526
   628
      Value delta=0;
deba@2526
   629
      for(NodeIt n(_g);n!=INVALID;++n)
deba@2526
   630
	if(barrier(n))
deba@2526
   631
	  delta-=(*_delta)[n];
deba@2526
   632
      for(EdgeIt e(_g);e!=INVALID;++e)
deba@2526
   633
	{
deba@2526
   634
	  Node s=_g.source(e);
deba@2526
   635
	  Node t=_g.target(e);
deba@2526
   636
	  if(barrier(s)&&!barrier(t)) delta+=(*_up)[e];
deba@2526
   637
	  else if(barrier(t)&&!barrier(s)) delta-=(*_lo)[e];
deba@2526
   638
	}
deba@2526
   639
      return _tol.negative(delta);
alpar@2375
   640
    }
alpar@2375
   641
deba@2526
   642
    /// @}
alpar@2375
   643
alpar@2375
   644
  };
alpar@2375
   645
  
alpar@2375
   646
}
alpar@2375
   647
alpar@2375
   648
#endif