lemon/hao_orlin.h
author deba
Fri, 08 Sep 2006 08:55:07 +0000
changeset 2212 0ad3835449f8
child 2225 bb3d5e6f9fcb
permissions -rw-r--r--
Some small improvments

size() and subscription operators
compatibility with higher dimensions
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/* -*- C++ -*-
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 * lemon/hao_orlin.h - Part of LEMON, a generic C++ optimization library
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 *
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 * Copyright (C) 2005 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_HAO_ORLIN_H
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#define LEMON_HAO_ORLIN_H
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#include <vector>
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#include <queue>
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#include <limits>
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#include <lemon/maps.h>
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#include <lemon/graph_utils.h>
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#include <lemon/graph_adaptor.h>
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#include <lemon/iterable_maps.h>
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/// \file
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/// \ingroup flowalgs
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/// Implementation of the Hao-Orlin algorithms class for testing network 
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/// reliability.
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namespace lemon {
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  /// \addtogroup flowalgs
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  /// @{                                                   
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  /// %Hao-Orlin algorithm for calculate minimum cut in directed graphs.
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  ///
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  /// Hao-Orlin calculates the minimum cut in directed graphs. It
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  /// separates the nodes of the graph into two disjoint sets and the
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  /// summary of the edge capacities go from the first set to the
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  /// second set is the minimum.  The algorithm is a modified
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  /// push-relabel preflow algorithm and it calculates the minimum cat
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  /// in \f$ O(n^3) \f$ time. The purpose of such algorithm is testing
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  /// network reliability. For sparse undirected graph you can use the
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  /// algorithm of Nagamochi and Ibraki which solves the undirected
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  /// problem in \f$ O(n^3) \f$ time. 
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  ///
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  /// \author Attila Bernath and Balazs Dezso
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  template <typename _Graph,
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	    typename _CapacityMap = typename _Graph::template EdgeMap<int>,
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            typename _Tolerance = Tolerance<typename _CapacityMap::Value> >
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  class HaoOrlin {
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  protected:
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    typedef _Graph Graph;
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    typedef _CapacityMap CapacityMap;
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    typedef _Tolerance Tolerance;
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    typedef typename CapacityMap::Value Value;
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    typedef typename Graph::Node Node;
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    typedef typename Graph::NodeIt NodeIt;
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    typedef typename Graph::EdgeIt EdgeIt;
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    typedef typename Graph::OutEdgeIt OutEdgeIt;
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    typedef typename Graph::InEdgeIt InEdgeIt;
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    const Graph* _graph;
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    const CapacityMap* _capacity;
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    typedef typename Graph::template EdgeMap<Value> FlowMap;
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    FlowMap* _preflow;
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    Node _source, _target;
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    int _node_num;
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    typedef ResGraphAdaptor<const Graph, Value, CapacityMap, 
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                            FlowMap, Tolerance> ResGraph;
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    typedef typename ResGraph::Node ResNode;
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    typedef typename ResGraph::NodeIt ResNodeIt;
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    typedef typename ResGraph::EdgeIt ResEdgeIt;
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    typedef typename ResGraph::OutEdgeIt ResOutEdgeIt;
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    typedef typename ResGraph::Edge ResEdge;
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    typedef typename ResGraph::InEdgeIt ResInEdgeIt;
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    ResGraph* _res_graph;
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    typedef typename Graph::template NodeMap<ResEdge> CurrentArcMap;
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    CurrentArcMap* _current_arc;  
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    typedef IterableBoolMap<Graph, Node> WakeMap;
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    WakeMap* _wake;
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    typedef typename Graph::template NodeMap<int> DistMap;
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    DistMap* _dist;  
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    typedef typename Graph::template NodeMap<Value> ExcessMap;
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    ExcessMap* _excess;
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    typedef typename Graph::template NodeMap<bool> SourceSetMap;
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    SourceSetMap* _source_set;
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    std::vector<int> _level_size;
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    int _highest_active;
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    std::vector<std::list<Node> > _active_nodes;
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    int _dormant_max;
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    std::vector<std::list<Node> > _dormant;
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    Value _min_cut;
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    typedef typename Graph::template NodeMap<bool> MinCutMap;
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    MinCutMap* _min_cut_map;
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    Tolerance _tolerance;
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  public: 
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    HaoOrlin(const Graph& graph, const CapacityMap& capacity, 
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             const Tolerance& tolerance = Tolerance()) :
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      _graph(&graph), _capacity(&capacity), 
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      _preflow(0), _source(), _target(), _res_graph(0), _current_arc(0),
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      _wake(0),_dist(0), _excess(0), _source_set(0), 
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      _highest_active(), _active_nodes(), _dormant_max(), _dormant(), 
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      _min_cut(), _min_cut_map(0), _tolerance(tolerance) {}
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    ~HaoOrlin() {
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      if (_res_graph) {
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        delete _res_graph;
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      }
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      if (_min_cut_map) {
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        delete _min_cut_map;
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      } 
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      if (_current_arc) {
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        delete _current_arc;
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      }
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      if (_source_set) {
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        delete _source_set;
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      }
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      if (_excess) {
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        delete _excess;
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      }
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      if (_dist) {
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        delete _dist;
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      }
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      if (_wake) {
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        delete _wake;
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      }
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      if (_preflow) {
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        delete _preflow;
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      }
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    }
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  private:
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    void relabel(Node i) {
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      int k = (*_dist)[i];
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      if (_level_size[k] == 1) {
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	++_dormant_max;
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	for (NodeIt it(*_graph); it != INVALID; ++it) {
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	  if ((*_wake)[it] && (*_dist)[it] >= k) {
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	    (*_wake)[it] = false;
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	    _dormant[_dormant_max].push_front(it);
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	    --_level_size[(*_dist)[it]];
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	  }
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	}
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	--_highest_active;
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      } else {
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	ResOutEdgeIt e(*_res_graph, i);
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	while (e != INVALID && !(*_wake)[_res_graph->target(e)]) {
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	  ++e;
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	}
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	if (e == INVALID){
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	  ++_dormant_max;
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	  (*_wake)[i] = false;
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	  _dormant[_dormant_max].push_front(i);
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	  --_level_size[(*_dist)[i]];
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	} else{	    
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	  Node j = _res_graph->target(e);
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	  int new_dist = (*_dist)[j];
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	  ++e;
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	  while (e != INVALID){
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	    Node j = _res_graph->target(e);
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	    if ((*_wake)[j] && new_dist > (*_dist)[j]) {
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	      new_dist = (*_dist)[j];
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            }
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	    ++e;
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	  }
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	  --_level_size[(*_dist)[i]];
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	  (*_dist)[i] = new_dist + 1;
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	  _highest_active = (*_dist)[i];
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	  _active_nodes[_highest_active].push_front(i);
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	  ++_level_size[(*_dist)[i]];
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	  _res_graph->firstOut((*_current_arc)[i], i);
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	}
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      }
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    }
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    bool selectNewSink(){
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      Node old_target = _target;
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      (*_wake)[_target] = false;
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      --_level_size[(*_dist)[_target]];
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      _dormant[0].push_front(_target);
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      (*_source_set)[_target] = true;
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      if ((int)_dormant[0].size() == _node_num){
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        _dormant[0].clear();
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	return false;
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      }
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      bool wake_was_empty = false;
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      if(_wake->trueNum() == 0) {
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	while (!_dormant[_dormant_max].empty()){
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	  (*_wake)[_dormant[_dormant_max].front()] = true;
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	  ++_level_size[(*_dist)[_dormant[_dormant_max].front()]];
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	  _dormant[_dormant_max].pop_front();
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	}
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	--_dormant_max;
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	wake_was_empty = true;
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      }
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      int min_dist = std::numeric_limits<int>::max();
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      for (typename WakeMap::TrueIt it(*_wake); it != INVALID; ++it) {
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	if (min_dist > (*_dist)[it]){
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	  _target = it;
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	  min_dist = (*_dist)[it];
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	}
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      }
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      if (wake_was_empty){
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	for (typename WakeMap::TrueIt it(*_wake); it != INVALID; ++it) {
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          if (_tolerance.positive((*_excess)[it])) {
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	    if ((*_wake)[it] && it != _target) {
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	      _active_nodes[(*_dist)[it]].push_front(it);
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            }
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	    if (_highest_active < (*_dist)[it]) {
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	      _highest_active = (*_dist)[it];		    
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            }
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	  }
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	}
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      }
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      for (ResOutEdgeIt e(*_res_graph, old_target); e!=INVALID; ++e){
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	if (!(*_source_set)[_res_graph->target(e)]){
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	  push(e, _res_graph->rescap(e));
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	}
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      }
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      return true;
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    }
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    Node findActiveNode() {
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      while (_highest_active > 0 && _active_nodes[_highest_active].empty()){ 
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	--_highest_active;
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      }
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      if( _highest_active > 0) {
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       	Node n = _active_nodes[_highest_active].front();
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	_active_nodes[_highest_active].pop_front();
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	return n;
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      } else {
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	return INVALID;
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      }
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    }
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    ResEdge findAdmissibleEdge(const Node& n){
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      ResEdge e = (*_current_arc)[n];
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      while (e != INVALID && 
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             ((*_dist)[n] <= (*_dist)[_res_graph->target(e)] || 
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              !(*_wake)[_res_graph->target(e)])) {
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	_res_graph->nextOut(e);
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      }
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      if (e != INVALID) {
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	(*_current_arc)[n] = e;	
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	return e;
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      } else {
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	return INVALID;
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      }
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    }
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    void push(ResEdge& e,const Value& delta){
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      _res_graph->augment(e, delta);
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      if (!_tolerance.positive(delta)) return;
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      (*_excess)[_res_graph->source(e)] -= delta;
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      Node a = _res_graph->target(e);
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      if (!_tolerance.positive((*_excess)[a]) && (*_wake)[a] && a != _target) {
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	_active_nodes[(*_dist)[a]].push_front(a);
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	if (_highest_active < (*_dist)[a]) {
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	  _highest_active = (*_dist)[a];
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        }
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      }
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      (*_excess)[a] += delta;
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    }
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    Value cutValue() {
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      Value value = 0;
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      for (typename WakeMap::TrueIt it(*_wake); it != INVALID; ++it) {
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	for (InEdgeIt e(*_graph, it); e != INVALID; ++e) {
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	  if (!(*_wake)[_graph->source(e)]){
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	    value += (*_capacity)[e];
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	  }	
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	}
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      }
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      return value;
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    }    
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  public:
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    /// \brief Initializes the internal data structures.
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    ///
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    /// Initializes the internal data structures. It creates
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    /// the maps, residual graph adaptor and some bucket structures
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    /// for the algorithm. 
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    void init() {
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      init(NodeIt(*_graph));
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    }
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    /// \brief Initializes the internal data structures.
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    ///
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    /// Initializes the internal data structures. It creates
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    /// the maps, residual graph adaptor and some bucket structures
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    /// for the algorithm. The \c source node is used as the push-relabel
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    /// algorithm's source.
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    void init(const Node& source) {
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      _source = source;
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      _node_num = countNodes(*_graph);
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      _dormant.resize(_node_num);
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      _level_size.resize(_node_num, 0);
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      _active_nodes.resize(_node_num);
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      if (!_preflow) {
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        _preflow = new FlowMap(*_graph);
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      }
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      if (!_wake) {
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        _wake = new WakeMap(*_graph);
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      }
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      if (!_dist) {
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        _dist = new DistMap(*_graph);
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      }
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      if (!_excess) {
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        _excess = new ExcessMap(*_graph);
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      }
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      if (!_source_set) {
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        _source_set = new SourceSetMap(*_graph);
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      }
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      if (!_current_arc) {
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        _current_arc = new CurrentArcMap(*_graph);
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      }
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      if (!_min_cut_map) {
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        _min_cut_map = new MinCutMap(*_graph);
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      }
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      if (!_res_graph) {
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        _res_graph = new ResGraph(*_graph, *_capacity, *_preflow);
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      }
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      _min_cut = std::numeric_limits<Value>::max();
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    }
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    /// \brief Calculates the minimum cut with the \c source node
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    /// in the first partition.
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    ///
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    /// Calculates the minimum cut with the \c source node
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    /// in the first partition.
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    void calculateOut() {
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      for (NodeIt it(*_graph); it != INVALID; ++it) {
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        if (it != _source) {
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          calculateOut(it);
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          return;
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        }
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      }
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    }
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    /// \brief Calculates the minimum cut with the \c source node
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    /// in the first partition.
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    ///
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    /// Calculates the minimum cut with the \c source node
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    /// in the first partition. The \c target is the initial target
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    /// for the push-relabel algorithm.
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    void calculateOut(const Node& target) {
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   391
      for (NodeIt it(*_graph); it != INVALID; ++it) {
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        (*_wake)[it] = true;
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        (*_dist)[it] = 1;
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        (*_excess)[it] = 0;
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        (*_source_set)[it] = false;
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        _res_graph->firstOut((*_current_arc)[it], it);
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      }
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      _target = target;
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      (*_dist)[target] = 0;
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   402
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   403
      for (ResOutEdgeIt it(*_res_graph, _source); it != INVALID; ++it) {
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	push(it, _res_graph->rescap(it));
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   405
      }
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   406
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   407
      _dormant[0].push_front(_source);
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      (*_source_set)[_source] = true;
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      _dormant_max = 0;
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      (*_wake)[_source]=false;
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      _level_size[0] = 1;
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      _level_size[1] = _node_num - 1;
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      do {
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	Node n;
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   417
	while ((n = findActiveNode()) != INVALID) {
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   418
	  ResEdge e;
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   419
	  while (_tolerance.positive((*_excess)[n]) && 
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   420
                 (e = findAdmissibleEdge(n)) != INVALID){
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   421
	    Value delta;
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   422
	    if ((*_excess)[n] < _res_graph->rescap(e)) {
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   423
	      delta = (*_excess)[n];
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   424
	    } else {
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   425
	      delta = _res_graph->rescap(e);
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   426
	      _res_graph->nextOut((*_current_arc)[n]);
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   427
	    }
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   428
            if (!_tolerance.positive(delta)) continue;
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   429
	    _res_graph->augment(e, delta);
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	    (*_excess)[_res_graph->source(e)] -= delta;
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	    Node a = _res_graph->target(e);
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   432
	    if (!_tolerance.positive((*_excess)[a]) && a != _target) {
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   433
	      _active_nodes[(*_dist)[a]].push_front(a);
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   434
	    }
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   435
	    (*_excess)[a] += delta;
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   436
	  }
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   437
	  if (_tolerance.positive((*_excess)[n])) {
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   438
	    relabel(n);
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   439
          }
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   440
	}
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   441
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   442
	Value current_value = cutValue();
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   443
 	if (_min_cut > current_value){
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   444
	  for (NodeIt it(*_graph); it != INVALID; ++it) {
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   445
            _min_cut_map->set(it, !(*_wake)[it]);
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   446
	  }
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   447
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   448
	  _min_cut = current_value;
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   449
 	}
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   450
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   451
      } while (selectNewSink());
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   452
    }
deba@2211
   453
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   454
    void calculateIn() {
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   455
      for (NodeIt it(*_graph); it != INVALID; ++it) {
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   456
        if (it != _source) {
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   457
          calculateIn(it);
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   458
          return;
deba@2211
   459
        }
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   460
      }
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   461
    }
deba@2211
   462
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   463
    void run() {
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   464
      init();
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   465
      for (NodeIt it(*_graph); it != INVALID; ++it) {
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   466
        if (it != _source) {
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   467
          startOut(it);
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   468
          //          startIn(it);
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   469
          return;
deba@2211
   470
        }
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   471
      }
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   472
    }
deba@2211
   473
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   474
    void run(const Node& s) {
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   475
      init(s);
deba@2211
   476
      for (NodeIt it(*_graph); it != INVALID; ++it) {
deba@2211
   477
        if (it != _source) {
deba@2211
   478
          startOut(it);
deba@2211
   479
          //          startIn(it);
deba@2211
   480
          return;
deba@2211
   481
        }
deba@2211
   482
      }
deba@2211
   483
    }
deba@2211
   484
deba@2211
   485
    void run(const Node& s, const Node& t) {
deba@2211
   486
      init(s);
deba@2211
   487
      startOut(t);
deba@2211
   488
      startIn(t);
deba@2211
   489
    }
deba@2211
   490
    
deba@2211
   491
    /// \brief Returns the value of the minimum value cut with node \c
deba@2211
   492
    /// source on the source side.
deba@2211
   493
    /// 
deba@2211
   494
    /// Returns the value of the minimum value cut with node \c source
deba@2211
   495
    /// on the source side. This function can be called after running
deba@2211
   496
    /// \ref findMinCut.
deba@2211
   497
    Value minCut() const {
deba@2211
   498
      return _min_cut;
deba@2211
   499
    }
deba@2211
   500
deba@2211
   501
deba@2211
   502
    /// \brief Returns a minimum value cut.
deba@2211
   503
    ///
deba@2211
   504
    /// Sets \c nodeMap to the characteristic vector of a minimum
deba@2211
   505
    /// value cut with node \c source on the source side. This
deba@2211
   506
    /// function can be called after running \ref findMinCut.  
deba@2211
   507
    /// \pre nodeMap should be a bool-valued node-map.
deba@2211
   508
    template <typename NodeMap>
deba@2211
   509
    Value minCut(NodeMap& nodeMap) const {
deba@2211
   510
      for (NodeIt it(*_graph); it != INVALID; ++it) {
deba@2211
   511
	nodeMap.set(it, (*_min_cut_map)[it]);
deba@2211
   512
      }
deba@2211
   513
      return minCut();
deba@2211
   514
    }
deba@2211
   515
    
deba@2211
   516
  }; //class HaoOrlin 
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   517
deba@2211
   518
deba@2211
   519
} //namespace lemon
deba@2211
   520
deba@2211
   521
#endif //LEMON_HAO_ORLIN_H