lemon/preflow.h
author ladanyi
Tue, 27 Nov 2007 16:26:58 +0000
changeset 2523 ceb7f3c704b7
parent 2518 4c0a23bd70b5
child 2525 10715b6bcd86
permissions -rw-r--r--
Fix warning when compiling with -Wall.
alpar@906
     1
/* -*- C++ -*-
alpar@906
     2
 *
alpar@1956
     3
 * This file is a part of LEMON, a generic C++ optimization library
alpar@1956
     4
 *
alpar@2391
     5
 * Copyright (C) 2003-2007
alpar@1956
     6
 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
alpar@1359
     7
 * (Egervary Research Group on Combinatorial Optimization, EGRES).
alpar@906
     8
 *
alpar@906
     9
 * Permission to use, modify and distribute this software is granted
alpar@906
    10
 * provided that this copyright notice appears in all copies. For
alpar@906
    11
 * precise terms see the accompanying LICENSE file.
alpar@906
    12
 *
alpar@906
    13
 * This software is provided "AS IS" with no warranty of any kind,
alpar@906
    14
 * express or implied, and with no claim as to its suitability for any
alpar@906
    15
 * purpose.
alpar@906
    16
 *
alpar@906
    17
 */
alpar@906
    18
alpar@921
    19
#ifndef LEMON_PREFLOW_H
alpar@921
    20
#define LEMON_PREFLOW_H
jacint@836
    21
jacint@1762
    22
#include <lemon/error.h>
deba@1993
    23
#include <lemon/bits/invalid.h>
alpar@1835
    24
#include <lemon/tolerance.h>
alpar@921
    25
#include <lemon/maps.h>
klao@977
    26
#include <lemon/graph_utils.h>
deba@2514
    27
#include <lemon/elevator.h>
jacint@836
    28
jacint@836
    29
/// \file
deba@2376
    30
/// \ingroup max_flow
deba@1742
    31
/// \brief Implementation of the preflow algorithm.
jacint@836
    32
deba@2514
    33
namespace lemon { 
deba@2514
    34
  
deba@2514
    35
  /// \brief Default traits class of Preflow class.
deba@2514
    36
  ///
deba@2514
    37
  /// Default traits class of Preflow class.
deba@2514
    38
  /// \param _Graph Graph type.
deba@2514
    39
  /// \param _CapacityMap Type of capacity map.
deba@2514
    40
  template <typename _Graph, typename _CapacityMap>
deba@2514
    41
  struct PreflowDefaultTraits {
jacint@836
    42
deba@2514
    43
    /// \brief The graph type the algorithm runs on. 
deba@2514
    44
    typedef _Graph Graph;
deba@2514
    45
deba@2514
    46
    /// \brief The type of the map that stores the edge capacities.
deba@2514
    47
    ///
deba@2514
    48
    /// The type of the map that stores the edge capacities.
deba@2514
    49
    /// It must meet the \ref concepts::ReadMap "ReadMap" concept.
deba@2514
    50
    typedef _CapacityMap CapacityMap;
deba@2514
    51
deba@2514
    52
    /// \brief The type of the length of the edges.
deba@2514
    53
    typedef typename CapacityMap::Value Value;
deba@2514
    54
deba@2514
    55
    /// \brief The map type that stores the flow values.
deba@2514
    56
    ///
deba@2514
    57
    /// The map type that stores the flow values. 
deba@2514
    58
    /// It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
deba@2514
    59
    typedef typename Graph::template EdgeMap<Value> FlowMap;
deba@2514
    60
deba@2514
    61
    /// \brief Instantiates a FlowMap.
deba@2514
    62
    ///
deba@2514
    63
    /// This function instantiates a \ref FlowMap. 
deba@2514
    64
    /// \param graph The graph, to which we would like to define the flow map.
deba@2514
    65
    static FlowMap* createFlowMap(const Graph& graph) {
deba@2514
    66
      return new FlowMap(graph);
deba@2514
    67
    }
deba@2514
    68
deba@2514
    69
    /// \brief The eleavator type used by Preflow algorithm.
deba@2514
    70
    /// 
deba@2514
    71
    /// The elevator type used by Preflow algorithm.
deba@2514
    72
    ///
deba@2514
    73
    /// \sa Elevator
deba@2514
    74
    /// \sa LinkedElevator
deba@2522
    75
    typedef Elevator<Graph, typename Graph::Node> Elevator;
deba@2514
    76
    
deba@2514
    77
    /// \brief Instantiates an Elevator.
deba@2514
    78
    ///
deba@2514
    79
    /// This function instantiates a \ref Elevator. 
deba@2514
    80
    /// \param graph The graph, to which we would like to define the elevator.
deba@2514
    81
    /// \param max_level The maximum level of the elevator.
deba@2514
    82
    static Elevator* createElevator(const Graph& graph, int max_level) {
deba@2514
    83
      return new Elevator(graph, max_level);
deba@2514
    84
    }
deba@2514
    85
deba@2514
    86
    /// \brief The tolerance used by the algorithm
deba@2514
    87
    ///
deba@2514
    88
    /// The tolerance used by the algorithm to handle inexact computation.
deba@2514
    89
    typedef Tolerance<Value> Tolerance;
deba@2514
    90
deba@2514
    91
  };
deba@2514
    92
  
deba@2514
    93
deba@2514
    94
  /// \ingroup max_flow
deba@1792
    95
  ///
deba@2514
    96
  /// \brief %Preflow algorithms class.
jacint@836
    97
  ///
deba@2514
    98
  /// This class provides an implementation of the Goldberg's \e
deba@2514
    99
  /// preflow \e algorithm producing a flow of maximum value in a
deba@2514
   100
  /// directed graph. The preflow algorithms are the fastest known max
deba@2514
   101
  /// flow algorithms. The current implementation use a mixture of the
deba@2514
   102
  /// \e "highest label" and the \e "bound decrease" heuristics.
deba@2522
   103
  /// The worst case time complexity of the algorithm is \f$O(n^2\sqrt{e})\f$.
jacint@836
   104
  ///
deba@2514
   105
  /// The algorithm consists from two phases. After the first phase
deba@2514
   106
  /// the maximal flow value and the minimum cut can be obtained. The
deba@2514
   107
  /// second phase constructs the feasible maximum flow on each edge.
jacint@836
   108
  ///
deba@2514
   109
  /// \param _Graph The directed graph type the algorithm runs on.
deba@2514
   110
  /// \param _CapacityMap The flow map type.
deba@2514
   111
  /// \param _Traits Traits class to set various data types used by
deba@2514
   112
  /// the algorithm.  The default traits class is \ref
deba@2514
   113
  /// PreflowDefaultTraits.  See \ref PreflowDefaultTraits for the
deba@2514
   114
  /// documentation of a %Preflow traits class. 
deba@2514
   115
  ///
deba@2514
   116
  ///\author Jacint Szabo and Balazs Dezso
deba@2514
   117
#ifdef DOXYGEN
deba@2514
   118
  template <typename _Graph, typename _CapacityMap, typename _Traits>
deba@2514
   119
#else
deba@2514
   120
  template <typename _Graph, 
deba@2514
   121
	    typename _CapacityMap = typename _Graph::template EdgeMap<int>,
deba@2514
   122
	    typename _Traits = PreflowDefaultTraits<_Graph, _CapacityMap> >
deba@2514
   123
#endif
jacint@836
   124
  class Preflow {
deba@2514
   125
  public:
deba@2514
   126
    
deba@2514
   127
    typedef _Traits Traits;
deba@2514
   128
    typedef typename Traits::Graph Graph;
deba@2514
   129
    typedef typename Traits::CapacityMap CapacityMap;
deba@2514
   130
    typedef typename Traits::Value Value; 
jacint@836
   131
deba@2514
   132
    typedef typename Traits::FlowMap FlowMap;
deba@2514
   133
    typedef typename Traits::Elevator Elevator;
deba@2514
   134
    typedef typename Traits::Tolerance Tolerance;
jacint@836
   135
deba@2514
   136
    /// \brief \ref Exception for uninitialized parameters.
deba@2514
   137
    ///
deba@2514
   138
    /// This error represents problems in the initialization
deba@2514
   139
    /// of the parameters of the algorithms.
deba@2514
   140
    class UninitializedParameter : public lemon::UninitializedParameter {
deba@2514
   141
    public:
deba@2514
   142
      virtual const char* what() const throw() {
deba@2514
   143
	return "lemon::Preflow::UninitializedParameter";
deba@2514
   144
      }
deba@2514
   145
    };
deba@2514
   146
deba@2514
   147
  private:
deba@2514
   148
deba@2514
   149
    GRAPH_TYPEDEFS(typename Graph);
deba@2514
   150
deba@2514
   151
    const Graph& _graph;
alpar@1222
   152
    const CapacityMap* _capacity;
deba@2514
   153
deba@2514
   154
    int _node_num;
deba@2514
   155
deba@2514
   156
    Node _source, _target;
deba@2514
   157
alpar@1222
   158
    FlowMap* _flow;
deba@2514
   159
    bool _local_flow;
alpar@1835
   160
deba@2514
   161
    Elevator* _level;
deba@2514
   162
    bool _local_level;
jacint@836
   163
deba@2514
   164
    typedef typename Graph::template NodeMap<Value> ExcessMap;
deba@2514
   165
    ExcessMap* _excess;
deba@2514
   166
deba@2514
   167
    Tolerance _tolerance;
deba@2514
   168
deba@2514
   169
    bool _phase;
deba@2514
   170
deba@2514
   171
    void createStructures() {
deba@2514
   172
      _node_num = countNodes(_graph);
deba@2514
   173
deba@2514
   174
      if (!_flow) {
deba@2514
   175
	_flow = Traits::createFlowMap(_graph);
deba@2514
   176
	_local_flow = true;
deba@2514
   177
      }
deba@2514
   178
      if (!_level) {
deba@2514
   179
	_level = Traits::createElevator(_graph, _node_num);
deba@2514
   180
	_local_level = true;
deba@2514
   181
      }
deba@2514
   182
      if (!_excess) {
deba@2514
   183
	_excess = new ExcessMap(_graph);
deba@2514
   184
      }
deba@2514
   185
    }
deba@2514
   186
deba@2514
   187
    void destroyStructures() {
deba@2514
   188
      if (_local_flow) {
deba@2514
   189
	delete _flow;
deba@2514
   190
      }
deba@2514
   191
      if (_local_level) {
deba@2514
   192
	delete _level;
deba@2514
   193
      }
deba@2514
   194
      if (_excess) {
deba@2514
   195
	delete _excess;
deba@2514
   196
      }
deba@2514
   197
    }
jacint@836
   198
jacint@1762
   199
  public:
jacint@1762
   200
deba@2514
   201
    typedef Preflow Create;
jacint@1762
   202
deba@2514
   203
    ///\name Named template parameters
deba@2514
   204
deba@2514
   205
    ///@{
deba@2514
   206
deba@2514
   207
    template <typename _FlowMap>
deba@2514
   208
    struct DefFlowMapTraits : public Traits {
deba@2514
   209
      typedef _FlowMap FlowMap;
deba@2514
   210
      static FlowMap *createFlowMap(const Graph&) {
deba@2514
   211
	throw UninitializedParameter();
jacint@1762
   212
      }
jacint@1762
   213
    };
deba@2514
   214
deba@2514
   215
    /// \brief \ref named-templ-param "Named parameter" for setting
deba@2514
   216
    /// FlowMap type
jacint@836
   217
    ///
deba@2514
   218
    /// \ref named-templ-param "Named parameter" for setting FlowMap
deba@2514
   219
    /// type
deba@2514
   220
    template <typename _FlowMap>
deba@2514
   221
    struct DefFlowMap 
deba@2514
   222
      : public Preflow<Graph, CapacityMap, DefFlowMapTraits<_FlowMap> > {
deba@2514
   223
      typedef Preflow<Graph, CapacityMap, DefFlowMapTraits<_FlowMap> > Create;
jacint@836
   224
    };
jacint@836
   225
deba@2514
   226
    template <typename _Elevator>
deba@2514
   227
    struct DefElevatorTraits : public Traits {
deba@2514
   228
      typedef _Elevator Elevator;
deba@2514
   229
      static Elevator *createElevator(const Graph&, int) {
deba@2514
   230
	throw UninitializedParameter();
deba@2514
   231
      }
deba@2514
   232
    };
jacint@836
   233
deba@2514
   234
    /// \brief \ref named-templ-param "Named parameter" for setting
deba@2514
   235
    /// Elevator type
jacint@836
   236
    ///
deba@2514
   237
    /// \ref named-templ-param "Named parameter" for setting Elevator
deba@2514
   238
    /// type
deba@2514
   239
    template <typename _Elevator>
deba@2514
   240
    struct DefElevator 
deba@2514
   241
      : public Preflow<Graph, CapacityMap, DefElevatorTraits<_Elevator> > {
deba@2514
   242
      typedef Preflow<Graph, CapacityMap, DefElevatorTraits<_Elevator> > Create;
jacint@836
   243
    };
jacint@836
   244
deba@2514
   245
    template <typename _Elevator>
deba@2514
   246
    struct DefStandardElevatorTraits : public Traits {
deba@2514
   247
      typedef _Elevator Elevator;
deba@2514
   248
      static Elevator *createElevator(const Graph& graph, int max_level) {
deba@2514
   249
	return new Elevator(graph, max_level);
deba@2514
   250
      }
deba@2514
   251
    };
jacint@836
   252
deba@2514
   253
    /// \brief \ref named-templ-param "Named parameter" for setting
deba@2514
   254
    /// Elevator type
deba@2514
   255
    ///
deba@2514
   256
    /// \ref named-templ-param "Named parameter" for setting Elevator
deba@2514
   257
    /// type. The Elevator should be standard constructor interface, ie.
deba@2514
   258
    /// the graph and the maximum level should be passed to it.
deba@2514
   259
    template <typename _Elevator>
deba@2514
   260
    struct DefStandardElevator 
deba@2514
   261
      : public Preflow<Graph, CapacityMap, 
deba@2514
   262
		       DefStandardElevatorTraits<_Elevator> > {
deba@2514
   263
      typedef Preflow<Graph, CapacityMap, 
deba@2514
   264
		      DefStandardElevatorTraits<_Elevator> > Create;
deba@2514
   265
    };    
alpar@1898
   266
deba@2514
   267
    /// @}
jacint@836
   268
deba@2514
   269
    /// \brief The constructor of the class.
alpar@851
   270
    ///
deba@2514
   271
    /// The constructor of the class. 
deba@2514
   272
    /// \param graph The directed graph the algorithm runs on. 
deba@2514
   273
    /// \param capacity The capacity of the edges. 
deba@2514
   274
    /// \param source The source node.
deba@2514
   275
    /// \param target The target node.
deba@2514
   276
    Preflow(const Graph& graph, const CapacityMap& capacity, 
deba@2514
   277
	       Node source, Node target) 
deba@2514
   278
      : _graph(graph), _capacity(&capacity), 
deba@2514
   279
	_node_num(0), _source(source), _target(target), 
deba@2514
   280
	_flow(0), _local_flow(false),
deba@2514
   281
	_level(0), _local_level(false),
deba@2514
   282
	_excess(0), _tolerance(), _phase() {}
jacint@836
   283
deba@2514
   284
    /// \brief Destrcutor.
deba@2514
   285
    ///
deba@2514
   286
    /// Destructor.
deba@2514
   287
    ~Preflow() {
deba@2514
   288
      destroyStructures();
jacint@836
   289
    }
jacint@836
   290
deba@2514
   291
    /// \brief Sets the capacity map.
deba@2514
   292
    ///
deba@2514
   293
    /// Sets the capacity map.
deba@2514
   294
    /// \return \c (*this)
deba@2514
   295
    Preflow& capacityMap(const CapacityMap& map) {
deba@2514
   296
      _capacity = &map;
deba@2514
   297
      return *this;
deba@2514
   298
    }
deba@2514
   299
deba@2514
   300
    /// \brief Sets the flow map.
deba@2514
   301
    ///
deba@2514
   302
    /// Sets the flow map.
deba@2514
   303
    /// \return \c (*this)
deba@2514
   304
    Preflow& flowMap(FlowMap& map) {
deba@2514
   305
      if (_local_flow) {
deba@2514
   306
	delete _flow;
deba@2514
   307
	_local_flow = false;
deba@2514
   308
      }
deba@2514
   309
      _flow = &map;
deba@2514
   310
      return *this;
deba@2514
   311
    }
deba@2514
   312
deba@2514
   313
    /// \brief Returns the flow map.
deba@2514
   314
    ///
deba@2514
   315
    /// \return The flow map.
deba@2514
   316
    const FlowMap& flowMap() {
deba@2514
   317
      return *_flow;
deba@2514
   318
    }
deba@2514
   319
deba@2514
   320
    /// \brief Sets the elevator.
deba@2514
   321
    ///
deba@2514
   322
    /// Sets the elevator.
deba@2514
   323
    /// \return \c (*this)
deba@2514
   324
    Preflow& elevator(Elevator& elevator) {
deba@2514
   325
      if (_local_level) {
deba@2514
   326
	delete _level;
deba@2514
   327
	_local_level = false;
deba@2514
   328
      }
deba@2514
   329
      _level = &elevator;
deba@2514
   330
      return *this;
deba@2514
   331
    }
deba@2514
   332
deba@2514
   333
    /// \brief Returns the elevator.
deba@2514
   334
    ///
deba@2514
   335
    /// \return The elevator.
deba@2514
   336
    const Elevator& elevator() {
deba@2514
   337
      return *_level;
deba@2514
   338
    }
deba@2514
   339
deba@2514
   340
    /// \brief Sets the source node.
deba@2514
   341
    ///
deba@2514
   342
    /// Sets the source node.
deba@2514
   343
    /// \return \c (*this)
deba@2514
   344
    Preflow& source(const Node& node) {
deba@2514
   345
      _source = node;
deba@2514
   346
      return *this;
deba@2514
   347
    }
deba@2514
   348
deba@2514
   349
    /// \brief Sets the target node.
deba@2514
   350
    ///
deba@2514
   351
    /// Sets the target node.
deba@2514
   352
    /// \return \c (*this)
deba@2514
   353
    Preflow& target(const Node& node) {
deba@2514
   354
      _target = node;
deba@2514
   355
      return *this;
deba@2514
   356
    }
deba@2514
   357
 
deba@2514
   358
    /// \brief Sets the tolerance used by algorithm.
deba@2514
   359
    ///
deba@2514
   360
    /// Sets the tolerance used by algorithm.
deba@2514
   361
    Preflow& tolerance(const Tolerance& tolerance) const {
deba@2514
   362
      _tolerance = tolerance;
deba@2514
   363
      return *this;
deba@2514
   364
    } 
deba@2514
   365
deba@2514
   366
    /// \brief Returns the tolerance used by algorithm.
deba@2514
   367
    ///
deba@2514
   368
    /// Returns the tolerance used by algorithm.
deba@2514
   369
    const Tolerance& tolerance() const {
deba@2514
   370
      return tolerance;
deba@2514
   371
    } 
deba@2514
   372
deba@2514
   373
    /// \name Execution control The simplest way to execute the
deba@2514
   374
    /// algorithm is to use one of the member functions called \c
deba@2514
   375
    /// run().  
deba@2514
   376
    /// \n
deba@2514
   377
    /// If you need more control on initial solution or
deba@2514
   378
    /// execution then you have to call one \ref init() function and then
deba@2514
   379
    /// the startFirstPhase() and if you need the startSecondPhase().  
jacint@836
   380
    
deba@2514
   381
    ///@{
jacint@836
   382
deba@2514
   383
    /// \brief Initializes the internal data structures.
deba@2514
   384
    ///
deba@2514
   385
    /// Initializes the internal data structures.
deba@2514
   386
    ///
deba@2514
   387
    void init() {
deba@2514
   388
      createStructures();
jacint@836
   389
deba@2514
   390
      _phase = true;
deba@2514
   391
      for (NodeIt n(_graph); n != INVALID; ++n) {
deba@2514
   392
	_excess->set(n, 0);
deba@2514
   393
      }
jacint@836
   394
deba@2514
   395
      for (EdgeIt e(_graph); e != INVALID; ++e) {
deba@2514
   396
	_flow->set(e, 0);
deba@2514
   397
      }
jacint@836
   398
deba@2514
   399
      typename Graph::template NodeMap<bool> reached(_graph, false);
jacint@836
   400
deba@2514
   401
      _level->initStart();
deba@2514
   402
      _level->initAddItem(_target);
jacint@836
   403
deba@2514
   404
      std::vector<Node> queue;
deba@2514
   405
      reached.set(_source, true);
jacint@836
   406
deba@2514
   407
      queue.push_back(_target);
deba@2514
   408
      reached.set(_target, true);
deba@2514
   409
      while (!queue.empty()) {
deba@2522
   410
	_level->initNewLevel();
deba@2514
   411
	std::vector<Node> nqueue;
deba@2514
   412
	for (int i = 0; i < int(queue.size()); ++i) {
deba@2514
   413
	  Node n = queue[i];
deba@2514
   414
	  for (InEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   415
	    Node u = _graph.source(e);
deba@2514
   416
	    if (!reached[u] && _tolerance.positive((*_capacity)[e])) {
deba@2514
   417
	      reached.set(u, true);
deba@2514
   418
	      _level->initAddItem(u);
deba@2514
   419
	      nqueue.push_back(u);
jacint@836
   420
	    }
jacint@836
   421
	  }
jacint@836
   422
	}
deba@2514
   423
	queue.swap(nqueue);
jacint@836
   424
      }
deba@2514
   425
      _level->initFinish();
jacint@836
   426
deba@2514
   427
      for (OutEdgeIt e(_graph, _source); e != INVALID; ++e) {
deba@2514
   428
	if (_tolerance.positive((*_capacity)[e])) {
deba@2514
   429
	  Node u = _graph.target(e);
deba@2514
   430
	  if ((*_level)[u] == _level->maxLevel()) continue;
deba@2514
   431
	  _flow->set(e, (*_capacity)[e]);
deba@2514
   432
	  _excess->set(u, (*_excess)[u] + (*_capacity)[e]);
deba@2514
   433
	  if (u != _target && !_level->active(u)) {
deba@2514
   434
	    _level->activate(u);
jacint@836
   435
	  }
jacint@836
   436
	}
jacint@836
   437
      }
jacint@836
   438
    }
jacint@836
   439
deba@2514
   440
    /// \brief Initializes the internal data structures.
deba@2514
   441
    ///
deba@2514
   442
    /// Initializes the internal data structures and sets the initial
deba@2514
   443
    /// flow to the given \c flowMap. The \c flowMap should contain a
deba@2514
   444
    /// flow or at least a preflow, ie. in each node excluding the
deba@2514
   445
    /// target the incoming flow should greater or equal to the
deba@2514
   446
    /// outgoing flow.
deba@2514
   447
    /// \return %False when the given \c flowMap is not a preflow. 
deba@2514
   448
    template <typename FlowMap>
deba@2514
   449
    bool flowInit(const FlowMap& flowMap) {
deba@2514
   450
      createStructures();
jacint@836
   451
deba@2514
   452
      for (EdgeIt e(_graph); e != INVALID; ++e) {
deba@2514
   453
	_flow->set(e, flowMap[e]);
deba@2514
   454
      }
jacint@836
   455
deba@2514
   456
      for (NodeIt n(_graph); n != INVALID; ++n) {
deba@2514
   457
	Value excess = 0;
deba@2514
   458
	for (InEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   459
	  excess += (*_flow)[e];
deba@2514
   460
	}
deba@2514
   461
	for (OutEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   462
	  excess -= (*_flow)[e];
deba@2514
   463
	}
deba@2514
   464
	if (excess < 0 && n != _source) return false;
deba@2514
   465
	_excess->set(n, excess);
deba@2514
   466
      }
alpar@1222
   467
deba@2514
   468
      typename Graph::template NodeMap<bool> reached(_graph, false);
alpar@1222
   469
deba@2514
   470
      _level->initStart();
deba@2514
   471
      _level->initAddItem(_target);
jacint@836
   472
deba@2514
   473
      std::vector<Node> queue;
deba@2514
   474
      reached.set(_source, true);
jacint@836
   475
deba@2514
   476
      queue.push_back(_target);
deba@2514
   477
      reached.set(_target, true);
deba@2514
   478
      while (!queue.empty()) {
deba@2514
   479
	_level->initNewLevel();
deba@2514
   480
	std::vector<Node> nqueue;
deba@2514
   481
	for (int i = 0; i < int(queue.size()); ++i) {
deba@2514
   482
	  Node n = queue[i];
deba@2514
   483
	  for (InEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   484
	    Node u = _graph.source(e);
deba@2514
   485
	    if (!reached[u] && 
deba@2514
   486
		_tolerance.positive((*_capacity)[e] - (*_flow)[e])) {
deba@2514
   487
	      reached.set(u, true);
deba@2514
   488
	      _level->initAddItem(u);
deba@2514
   489
	      nqueue.push_back(u);
jacint@836
   490
	    }
jacint@836
   491
	  }
deba@2514
   492
	  for (OutEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   493
	    Node v = _graph.target(e);
deba@2514
   494
	    if (!reached[v] && _tolerance.positive((*_flow)[e])) {
deba@2514
   495
	      reached.set(v, true);
deba@2514
   496
	      _level->initAddItem(v);
deba@2514
   497
	      nqueue.push_back(v);
jacint@836
   498
	    }
jacint@836
   499
	  }
jacint@836
   500
	}
deba@2514
   501
	queue.swap(nqueue);
deba@2514
   502
      }
deba@2514
   503
      _level->initFinish();
deba@2514
   504
deba@2514
   505
      for (OutEdgeIt e(_graph, _source); e != INVALID; ++e) {
deba@2514
   506
	Value rem = (*_capacity)[e] - (*_flow)[e]; 
deba@2514
   507
	if (_tolerance.positive(rem)) {
deba@2514
   508
	  Node u = _graph.target(e);
deba@2514
   509
	  if ((*_level)[u] == _level->maxLevel()) continue;
deba@2514
   510
	  _flow->set(e, (*_capacity)[e]);
deba@2514
   511
	  _excess->set(u, (*_excess)[u] + rem);
deba@2514
   512
	  if (u != _target && !_level->active(u)) {
deba@2514
   513
	    _level->activate(u);
jacint@836
   514
	  }
jacint@836
   515
	}
deba@2514
   516
      }
deba@2514
   517
      for (InEdgeIt e(_graph, _source); e != INVALID; ++e) {
deba@2514
   518
	Value rem = (*_flow)[e]; 
deba@2514
   519
	if (_tolerance.positive(rem)) {
deba@2514
   520
	  Node v = _graph.source(e);
deba@2514
   521
	  if ((*_level)[v] == _level->maxLevel()) continue;
deba@2514
   522
	  _flow->set(e, 0);
deba@2514
   523
	  _excess->set(v, (*_excess)[v] + rem);
deba@2514
   524
	  if (v != _target && !_level->active(v)) {
deba@2514
   525
	    _level->activate(v);
deba@2514
   526
	  }
deba@2514
   527
	}
deba@2514
   528
      }
deba@2514
   529
      return true;
deba@2514
   530
    }
jacint@836
   531
deba@2514
   532
    /// \brief Starts the first phase of the preflow algorithm.
deba@2514
   533
    ///
deba@2514
   534
    /// The preflow algorithm consists of two phases, this method runs
deba@2514
   535
    /// the first phase. After the first phase the maximum flow value
deba@2514
   536
    /// and a minimum value cut can already be computed, although a
deba@2514
   537
    /// maximum flow is not yet obtained. So after calling this method
deba@2514
   538
    /// \ref flowValue() returns the value of a maximum flow and \ref
deba@2514
   539
    /// minCut() returns a minimum cut.     
deba@2514
   540
    /// \pre One of the \ref init() functions should be called. 
deba@2514
   541
    void startFirstPhase() {
deba@2514
   542
      _phase = true;
deba@2514
   543
deba@2514
   544
      Node n = _level->highestActive();
deba@2514
   545
      int level = _level->highestActiveLevel();
deba@2514
   546
      while (n != INVALID) {
deba@2514
   547
	int num = _node_num;
deba@2514
   548
deba@2514
   549
	while (num > 0 && n != INVALID) {
deba@2514
   550
	  Value excess = (*_excess)[n];
deba@2514
   551
	  int new_level = _level->maxLevel();
deba@2514
   552
deba@2514
   553
	  for (OutEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   554
	    Value rem = (*_capacity)[e] - (*_flow)[e];
deba@2514
   555
	    if (!_tolerance.positive(rem)) continue;
deba@2514
   556
	    Node v = _graph.target(e);
deba@2514
   557
	    if ((*_level)[v] < level) {
deba@2514
   558
	      if (!_level->active(v) && v != _target) {
deba@2514
   559
		_level->activate(v);
deba@2514
   560
	      }
deba@2514
   561
	      if (!_tolerance.less(rem, excess)) {
deba@2514
   562
		_flow->set(e, (*_flow)[e] + excess);
deba@2514
   563
		_excess->set(v, (*_excess)[v] + excess);
deba@2514
   564
		excess = 0;
deba@2514
   565
		goto no_more_push_1;
deba@2514
   566
	      } else {
deba@2514
   567
		excess -= rem;
deba@2514
   568
		_excess->set(v, (*_excess)[v] + rem);
deba@2514
   569
		_flow->set(e, (*_capacity)[e]);
deba@2514
   570
	      }
deba@2514
   571
	    } else if (new_level > (*_level)[v]) {
deba@2514
   572
	      new_level = (*_level)[v];
deba@2514
   573
	    }
deba@2514
   574
	  }
deba@2514
   575
deba@2514
   576
	  for (InEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   577
	    Value rem = (*_flow)[e];
deba@2514
   578
	    if (!_tolerance.positive(rem)) continue;
deba@2514
   579
	    Node v = _graph.source(e);
deba@2514
   580
	    if ((*_level)[v] < level) {
deba@2514
   581
	      if (!_level->active(v) && v != _target) {
deba@2514
   582
		_level->activate(v);
deba@2514
   583
	      }
deba@2514
   584
	      if (!_tolerance.less(rem, excess)) {
deba@2514
   585
		_flow->set(e, (*_flow)[e] - excess);
deba@2514
   586
		_excess->set(v, (*_excess)[v] + excess);
deba@2514
   587
		excess = 0;
deba@2514
   588
		goto no_more_push_1;
deba@2514
   589
	      } else {
deba@2514
   590
		excess -= rem;
deba@2514
   591
		_excess->set(v, (*_excess)[v] + rem);
deba@2514
   592
		_flow->set(e, 0);
deba@2514
   593
	      }
deba@2514
   594
	    } else if (new_level > (*_level)[v]) {
deba@2514
   595
	      new_level = (*_level)[v];
deba@2514
   596
	    }
deba@2514
   597
	  }
deba@2514
   598
deba@2514
   599
	no_more_push_1:
deba@2514
   600
deba@2514
   601
	  _excess->set(n, excess);
deba@2514
   602
deba@2514
   603
	  if (excess != 0) {
deba@2514
   604
	    if (new_level + 1 < _level->maxLevel()) {
deba@2514
   605
	      _level->liftHighestActive(new_level + 1);
deba@2514
   606
	    } else {
deba@2514
   607
	      _level->liftHighestActiveToTop();
deba@2514
   608
	    }
deba@2514
   609
	    if (_level->emptyLevel(level)) {
deba@2514
   610
	      _level->liftToTop(level);
deba@2514
   611
	    }
deba@2514
   612
	  } else {
deba@2514
   613
	    _level->deactivate(n);
deba@2514
   614
	  }
deba@2514
   615
	  
deba@2514
   616
	  n = _level->highestActive();
deba@2514
   617
	  level = _level->highestActiveLevel();
deba@2514
   618
	  --num;
deba@2514
   619
	}
deba@2514
   620
	
deba@2514
   621
	num = _node_num * 20;
deba@2514
   622
	while (num > 0 && n != INVALID) {
deba@2514
   623
	  Value excess = (*_excess)[n];
deba@2514
   624
	  int new_level = _level->maxLevel();
deba@2514
   625
deba@2514
   626
	  for (OutEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   627
	    Value rem = (*_capacity)[e] - (*_flow)[e];
deba@2514
   628
	    if (!_tolerance.positive(rem)) continue;
deba@2514
   629
	    Node v = _graph.target(e);
deba@2514
   630
	    if ((*_level)[v] < level) {
deba@2514
   631
	      if (!_level->active(v) && v != _target) {
deba@2514
   632
		_level->activate(v);
deba@2514
   633
	      }
deba@2514
   634
	      if (!_tolerance.less(rem, excess)) {
deba@2514
   635
		_flow->set(e, (*_flow)[e] + excess);
deba@2514
   636
		_excess->set(v, (*_excess)[v] + excess);
deba@2514
   637
		excess = 0;
deba@2514
   638
		goto no_more_push_2;
deba@2514
   639
	      } else {
deba@2514
   640
		excess -= rem;
deba@2514
   641
		_excess->set(v, (*_excess)[v] + rem);
deba@2514
   642
		_flow->set(e, (*_capacity)[e]);
deba@2514
   643
	      }
deba@2514
   644
	    } else if (new_level > (*_level)[v]) {
deba@2514
   645
	      new_level = (*_level)[v];
deba@2514
   646
	    }
deba@2514
   647
	  }
deba@2514
   648
deba@2514
   649
	  for (InEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   650
	    Value rem = (*_flow)[e];
deba@2514
   651
	    if (!_tolerance.positive(rem)) continue;
deba@2514
   652
	    Node v = _graph.source(e);
deba@2514
   653
	    if ((*_level)[v] < level) {
deba@2514
   654
	      if (!_level->active(v) && v != _target) {
deba@2514
   655
		_level->activate(v);
deba@2514
   656
	      }
deba@2514
   657
	      if (!_tolerance.less(rem, excess)) {
deba@2514
   658
		_flow->set(e, (*_flow)[e] - excess);
deba@2514
   659
		_excess->set(v, (*_excess)[v] + excess);
deba@2514
   660
		excess = 0;
deba@2514
   661
		goto no_more_push_2;
deba@2514
   662
	      } else {
deba@2514
   663
		excess -= rem;
deba@2514
   664
		_excess->set(v, (*_excess)[v] + rem);
deba@2514
   665
		_flow->set(e, 0);
deba@2514
   666
	      }
deba@2514
   667
	    } else if (new_level > (*_level)[v]) {
deba@2514
   668
	      new_level = (*_level)[v];
deba@2514
   669
	    }
deba@2514
   670
	  }
deba@2514
   671
deba@2514
   672
	no_more_push_2:
deba@2514
   673
deba@2514
   674
	  _excess->set(n, excess);
deba@2514
   675
deba@2514
   676
	  if (excess != 0) {
deba@2514
   677
	    if (new_level + 1 < _level->maxLevel()) {
deba@2514
   678
	      _level->liftActiveOn(level, new_level + 1);
deba@2514
   679
	    } else {
deba@2514
   680
	      _level->liftActiveToTop(level);
deba@2514
   681
	    }
deba@2514
   682
	    if (_level->emptyLevel(level)) {
deba@2514
   683
	      _level->liftToTop(level);
deba@2514
   684
	    }
deba@2514
   685
	  } else {
deba@2514
   686
	    _level->deactivate(n);
deba@2514
   687
	  }
deba@2514
   688
deba@2514
   689
	  while (level >= 0 && _level->activeFree(level)) {
deba@2514
   690
	    --level;
deba@2514
   691
	  }
deba@2514
   692
	  if (level == -1) {
deba@2514
   693
	    n = _level->highestActive();
deba@2514
   694
	    level = _level->highestActiveLevel();
deba@2514
   695
	  } else {
deba@2514
   696
	    n = _level->activeOn(level);
deba@2514
   697
	  }
deba@2514
   698
	  --num;
deba@2514
   699
	}
deba@2514
   700
      }
deba@2514
   701
    }
deba@2514
   702
deba@2514
   703
    /// \brief Starts the second phase of the preflow algorithm.
deba@2514
   704
    ///
deba@2514
   705
    /// The preflow algorithm consists of two phases, this method runs
deba@2514
   706
    /// the second phase. After calling \ref init() and \ref
deba@2514
   707
    /// startFirstPhase() and then \ref startSecondPhase(), \ref
deba@2514
   708
    /// flowMap() return a maximum flow, \ref flowValue() returns the
deba@2514
   709
    /// value of a maximum flow, \ref minCut() returns a minimum cut
deba@2514
   710
    /// \pre The \ref init() and startFirstPhase() functions should be
deba@2514
   711
    /// called before.
deba@2514
   712
    void startSecondPhase() {
deba@2514
   713
      _phase = false;
deba@2514
   714
deba@2518
   715
      typename Graph::template NodeMap<bool> reached(_graph);
deba@2514
   716
      for (NodeIt n(_graph); n != INVALID; ++n) {
deba@2514
   717
	reached.set(n, (*_level)[n] < _level->maxLevel());
deba@2514
   718
      }
deba@2514
   719
deba@2514
   720
      _level->initStart();
deba@2514
   721
      _level->initAddItem(_source);
deba@2514
   722
 
deba@2514
   723
      std::vector<Node> queue;
deba@2514
   724
      queue.push_back(_source);
deba@2514
   725
      reached.set(_source, true);
deba@2514
   726
deba@2514
   727
      while (!queue.empty()) {
deba@2514
   728
	_level->initNewLevel();
deba@2514
   729
	std::vector<Node> nqueue;
deba@2514
   730
	for (int i = 0; i < int(queue.size()); ++i) {
deba@2514
   731
	  Node n = queue[i];
deba@2514
   732
	  for (OutEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   733
	    Node v = _graph.target(e);
deba@2514
   734
	    if (!reached[v] && _tolerance.positive((*_flow)[e])) {
deba@2514
   735
	      reached.set(v, true);
deba@2514
   736
	      _level->initAddItem(v);
deba@2514
   737
	      nqueue.push_back(v);
deba@2514
   738
	    }
deba@2514
   739
	  }
deba@2514
   740
	  for (InEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   741
	    Node u = _graph.source(e);
deba@2514
   742
	    if (!reached[u] && 
deba@2514
   743
		_tolerance.positive((*_capacity)[e] - (*_flow)[e])) {
deba@2514
   744
	      reached.set(u, true);
deba@2514
   745
	      _level->initAddItem(u);
deba@2514
   746
	      nqueue.push_back(u);
deba@2514
   747
	    }
deba@2514
   748
	  }
deba@2514
   749
	}
deba@2514
   750
	queue.swap(nqueue);
deba@2514
   751
      }
deba@2514
   752
      _level->initFinish();
deba@2514
   753
deba@2514
   754
      for (NodeIt n(_graph); n != INVALID; ++n) {
deba@2518
   755
	if (!reached[n]) {
deba@2518
   756
	  _level->markToBottom(n);
deba@2518
   757
	} else if ((*_excess)[n] > 0 && _target != n) {
deba@2514
   758
	  _level->activate(n);
deba@2514
   759
	}
deba@2514
   760
      }
deba@2514
   761
deba@2514
   762
      Node n;
deba@2514
   763
      while ((n = _level->highestActive()) != INVALID) {
deba@2514
   764
	Value excess = (*_excess)[n];
deba@2514
   765
	int level = _level->highestActiveLevel();
deba@2514
   766
	int new_level = _level->maxLevel();
deba@2514
   767
deba@2514
   768
	for (OutEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   769
	  Value rem = (*_capacity)[e] - (*_flow)[e];
deba@2514
   770
	  if (!_tolerance.positive(rem)) continue;
deba@2514
   771
	  Node v = _graph.target(e);
deba@2514
   772
	  if ((*_level)[v] < level) {
deba@2514
   773
	    if (!_level->active(v) && v != _source) {
deba@2514
   774
	      _level->activate(v);
deba@2514
   775
	    }
deba@2514
   776
	    if (!_tolerance.less(rem, excess)) {
deba@2514
   777
	      _flow->set(e, (*_flow)[e] + excess);
deba@2514
   778
	      _excess->set(v, (*_excess)[v] + excess);
deba@2514
   779
	      excess = 0;
deba@2514
   780
	      goto no_more_push;
deba@2514
   781
	    } else {
deba@2514
   782
	      excess -= rem;
deba@2514
   783
	      _excess->set(v, (*_excess)[v] + rem);
deba@2514
   784
	      _flow->set(e, (*_capacity)[e]);
deba@2514
   785
	    }
deba@2514
   786
	  } else if (new_level > (*_level)[v]) {
deba@2514
   787
	    new_level = (*_level)[v];
deba@2514
   788
	  }
jacint@836
   789
	}
jacint@836
   790
deba@2514
   791
	for (InEdgeIt e(_graph, n); e != INVALID; ++e) {
deba@2514
   792
	  Value rem = (*_flow)[e];
deba@2514
   793
	  if (!_tolerance.positive(rem)) continue;
deba@2514
   794
	  Node v = _graph.source(e);
deba@2514
   795
	  if ((*_level)[v] < level) {
deba@2514
   796
	    if (!_level->active(v) && v != _source) {
deba@2514
   797
	      _level->activate(v);
deba@2514
   798
	    }
deba@2514
   799
	    if (!_tolerance.less(rem, excess)) {
deba@2514
   800
	      _flow->set(e, (*_flow)[e] - excess);
deba@2514
   801
	      _excess->set(v, (*_excess)[v] + excess);
deba@2514
   802
	      excess = 0;
deba@2514
   803
	      goto no_more_push;
deba@2514
   804
	    } else {
deba@2514
   805
	      excess -= rem;
deba@2514
   806
	      _excess->set(v, (*_excess)[v] + rem);
deba@2514
   807
	      _flow->set(e, 0);
deba@2514
   808
	    }
deba@2514
   809
	  } else if (new_level > (*_level)[v]) {
deba@2514
   810
	    new_level = (*_level)[v];
jacint@836
   811
	  }
jacint@836
   812
	}
deba@2514
   813
deba@2514
   814
      no_more_push:
deba@2514
   815
deba@2514
   816
	_excess->set(n, excess);
deba@2514
   817
      
deba@2514
   818
	if (excess != 0) {
deba@2514
   819
	  if (new_level + 1 < _level->maxLevel()) {
deba@2514
   820
	    _level->liftHighestActive(new_level + 1);
deba@2514
   821
	  } else {
deba@2514
   822
	    // Calculation error 
deba@2514
   823
	    _level->liftHighestActiveToTop();
jacint@836
   824
	  }
deba@2514
   825
	  if (_level->emptyLevel(level)) {
deba@2514
   826
	    // Calculation error 
deba@2514
   827
	    _level->liftToTop(level);
deba@2514
   828
	  }
jacint@836
   829
	} else {
deba@2514
   830
	  _level->deactivate(n);
jacint@836
   831
	}
jacint@836
   832
deba@2514
   833
      }
deba@2514
   834
    }
jacint@836
   835
deba@2514
   836
    /// \brief Runs the preflow algorithm.  
deba@2514
   837
    ///
deba@2514
   838
    /// Runs the preflow algorithm.
deba@2514
   839
    /// \note pf.run() is just a shortcut of the following code.
deba@2514
   840
    /// \code
deba@2514
   841
    ///   pf.init();
deba@2514
   842
    ///   pf.startFirstPhase();
deba@2514
   843
    ///   pf.startSecondPhase();
deba@2514
   844
    /// \endcode
deba@2514
   845
    void run() {
deba@2514
   846
      init();
deba@2514
   847
      startFirstPhase();
deba@2514
   848
      startSecondPhase();
deba@2514
   849
    }
jacint@836
   850
deba@2514
   851
    /// \brief Runs the preflow algorithm to compute the minimum cut.  
deba@2514
   852
    ///
deba@2514
   853
    /// Runs the preflow algorithm to compute the minimum cut.
deba@2514
   854
    /// \note pf.runMinCut() is just a shortcut of the following code.
deba@2514
   855
    /// \code
deba@2514
   856
    ///   pf.init();
deba@2514
   857
    ///   pf.startFirstPhase();
deba@2514
   858
    /// \endcode
deba@2514
   859
    void runMinCut() {
deba@2514
   860
      init();
deba@2514
   861
      startFirstPhase();
deba@2514
   862
    }
deba@2514
   863
deba@2514
   864
    /// @}
deba@2514
   865
deba@2514
   866
    /// \name Query Functions
deba@2522
   867
    /// The result of the %Preflow algorithm can be obtained using these
deba@2514
   868
    /// functions.\n
deba@2514
   869
    /// Before the use of these functions,
deba@2514
   870
    /// either run() or start() must be called.
deba@2514
   871
    
deba@2514
   872
    ///@{
deba@2514
   873
deba@2514
   874
    /// \brief Returns the value of the maximum flow.
deba@2514
   875
    ///
deba@2514
   876
    /// Returns the value of the maximum flow by returning the excess
deba@2514
   877
    /// of the target node \c t. This value equals to the value of
deba@2514
   878
    /// the maximum flow already after the first phase.
deba@2514
   879
    Value flowValue() const {
deba@2514
   880
      return (*_excess)[_target];
deba@2514
   881
    }
deba@2514
   882
deba@2514
   883
    /// \brief Returns true when the node is on the source side of minimum cut.
deba@2514
   884
    ///
deba@2514
   885
    /// Returns true when the node is on the source side of minimum
deba@2514
   886
    /// cut. This method can be called both after running \ref
deba@2514
   887
    /// startFirstPhase() and \ref startSecondPhase().
deba@2514
   888
    bool minCut(const Node& node) const {
deba@2514
   889
      return ((*_level)[node] == _level->maxLevel()) == _phase;
deba@2514
   890
    }
deba@2514
   891
 
deba@2514
   892
    /// \brief Returns a minimum value cut.
deba@2514
   893
    ///
deba@2514
   894
    /// Sets the \c cutMap to the characteristic vector of a minimum value
deba@2514
   895
    /// cut. This method can be called both after running \ref
deba@2514
   896
    /// startFirstPhase() and \ref startSecondPhase(). The result after second
deba@2514
   897
    /// phase could be changed slightly if inexact computation is used.
deba@2514
   898
    /// \pre The \c cutMap should be a bool-valued node-map.
deba@2514
   899
    template <typename CutMap>
deba@2514
   900
    void minCutMap(CutMap& cutMap) const {
deba@2514
   901
      for (NodeIt n(_graph); n != INVALID; ++n) {
deba@2514
   902
	cutMap.set(n, minCut(n));
jacint@836
   903
      }
deba@2514
   904
    }
jacint@836
   905
deba@2514
   906
    /// \brief Returns the flow on the edge.
deba@2514
   907
    ///
deba@2514
   908
    /// Sets the \c flowMap to the flow on the edges. This method can
deba@2514
   909
    /// be called after the second phase of algorithm.
deba@2514
   910
    Value flow(const Edge& edge) const {
deba@2514
   911
      return (*_flow)[edge];
deba@2514
   912
    }
deba@2514
   913
    
deba@2514
   914
    /// @}    
deba@2514
   915
  };
deba@2514
   916
}
alpar@1227
   917
deba@2514
   918
#endif