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/* -*- mode: C++; indent-tabs-mode: nil; -*-
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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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alpar@440
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* Copyright (C) 2003-2009
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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_HAO_ORLIN_H
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#define LEMON_HAO_ORLIN_H
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#include <vector>
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#include <list>
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#include <limits>
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#include <lemon/maps.h>
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#include <lemon/core.h>
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#include <lemon/tolerance.h>
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/// \file
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/// \ingroup min_cut
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/// \brief Implementation of the Hao-Orlin algorithm.
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///
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/// Implementation of the Hao-Orlin algorithm class for testing network
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/// reliability.
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namespace lemon {
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/// \ingroup min_cut
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///
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/// \brief %Hao-Orlin algorithm to find a minimum cut in directed graphs.
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///
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/// Hao-Orlin calculates a minimum cut in a directed graph
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/// \f$D=(V,A)\f$. It takes a fixed node \f$ source \in V \f$ and
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/// consists of two phases: in the first phase it determines a
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/// minimum cut with \f$ source \f$ on the source-side (i.e. a set
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/// \f$ X\subsetneq V \f$ with \f$ source \in X \f$ and minimal
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/// out-degree) and in the second phase it determines a minimum cut
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/// with \f$ source \f$ on the sink-side (i.e. a set
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/// \f$ X\subsetneq V \f$ with \f$ source \notin X \f$ and minimal
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/// out-degree). Obviously, the smaller of these two cuts will be a
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/// minimum cut of \f$ D \f$. The algorithm is a modified
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/// push-relabel preflow algorithm and our implementation calculates
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/// the minimum cut in \f$ O(n^2\sqrt{m}) \f$ time (we use the
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/// highest-label rule), or in \f$O(nm)\f$ for unit capacities. The
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/// purpose of such algorithm is testing network reliability. For an
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/// undirected graph you can run just the first phase of the
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/// algorithm or you can use the algorithm of Nagamochi and Ibaraki
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/// which solves the undirected problem in
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/// \f$ O(nm + n^2 \log n) \f$ time: it is implemented in the
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/// NagamochiIbaraki algorithm class.
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///
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/// \param GR The digraph class the algorithm runs on.
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/// \param CAP An arc map of capacities which can be any numreric type.
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/// The default type is \ref concepts::Digraph::ArcMap "GR::ArcMap<int>".
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/// \param TOL Tolerance class for handling inexact computations. The
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/// default tolerance type is \ref Tolerance "Tolerance<CAP::Value>".
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#ifdef DOXYGEN
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template <typename GR, typename CAP, typename TOL>
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#else
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template <typename GR,
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typename CAP = typename GR::template ArcMap<int>,
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typename TOL = Tolerance<typename CAP::Value> >
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#endif
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class HaoOrlin {
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private:
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typedef GR Digraph;
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typedef CAP CapacityMap;
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typedef TOL Tolerance;
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typedef typename CapacityMap::Value Value;
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TEMPLATE_GRAPH_TYPEDEFS(Digraph);
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const Digraph& _graph;
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const CapacityMap* _capacity;
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typedef typename Digraph::template ArcMap<Value> FlowMap;
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FlowMap* _flow;
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Node _source;
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int _node_num;
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// Bucketing structure
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std::vector<Node> _first, _last;
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typename Digraph::template NodeMap<Node>* _next;
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typename Digraph::template NodeMap<Node>* _prev;
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typename Digraph::template NodeMap<bool>* _active;
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typename Digraph::template NodeMap<int>* _bucket;
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std::vector<bool> _dormant;
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std::list<std::list<int> > _sets;
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std::list<int>::iterator _highest;
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typedef typename Digraph::template NodeMap<Value> ExcessMap;
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ExcessMap* _excess;
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typedef typename Digraph::template NodeMap<bool> SourceSetMap;
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SourceSetMap* _source_set;
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Value _min_cut;
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typedef typename Digraph::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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/// \brief Constructor
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///
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/// Constructor of the algorithm class.
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HaoOrlin(const Digraph& graph, const CapacityMap& capacity,
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const Tolerance& tolerance = Tolerance()) :
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_graph(graph), _capacity(&capacity), _flow(0), _source(),
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_node_num(), _first(), _last(), _next(0), _prev(0),
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_active(0), _bucket(0), _dormant(), _sets(), _highest(),
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_excess(0), _source_set(0), _min_cut(), _min_cut_map(0),
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_tolerance(tolerance) {}
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~HaoOrlin() {
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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 (_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 (_next) {
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delete _next;
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}
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if (_prev) {
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delete _prev;
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}
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if (_active) {
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delete _active;
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}
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if (_bucket) {
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delete _bucket;
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}
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if (_flow) {
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delete _flow;
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}
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}
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private:
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void activate(const Node& i) {
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(*_active)[i] = true;
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int bucket = (*_bucket)[i];
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if ((*_prev)[i] == INVALID || (*_active)[(*_prev)[i]]) return;
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//unlace
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(*_next)[(*_prev)[i]] = (*_next)[i];
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if ((*_next)[i] != INVALID) {
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(*_prev)[(*_next)[i]] = (*_prev)[i];
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} else {
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_last[bucket] = (*_prev)[i];
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}
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//lace
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(*_next)[i] = _first[bucket];
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(*_prev)[_first[bucket]] = i;
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(*_prev)[i] = INVALID;
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_first[bucket] = i;
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}
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void deactivate(const Node& i) {
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(*_active)[i] = false;
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int bucket = (*_bucket)[i];
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if ((*_next)[i] == INVALID || !(*_active)[(*_next)[i]]) return;
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deba@409
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//unlace
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(*_prev)[(*_next)[i]] = (*_prev)[i];
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if ((*_prev)[i] != INVALID) {
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(*_next)[(*_prev)[i]] = (*_next)[i];
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} else {
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_first[bucket] = (*_next)[i];
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}
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//lace
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(*_prev)[i] = _last[bucket];
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(*_next)[_last[bucket]] = i;
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kpeter@581
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(*_next)[i] = INVALID;
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_last[bucket] = i;
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}
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void addItem(const Node& i, int bucket) {
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(*_bucket)[i] = bucket;
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if (_last[bucket] != INVALID) {
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kpeter@581
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(*_prev)[i] = _last[bucket];
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kpeter@581
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(*_next)[_last[bucket]] = i;
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kpeter@581
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(*_next)[i] = INVALID;
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_last[bucket] = i;
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} else {
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kpeter@581
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(*_prev)[i] = INVALID;
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_first[bucket] = i;
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kpeter@581
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(*_next)[i] = INVALID;
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_last[bucket] = i;
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}
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}
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deba@409
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deba@409
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void findMinCutOut() {
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deba@409
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deba@409
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for (NodeIt n(_graph); n != INVALID; ++n) {
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kpeter@581
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(*_excess)[n] = 0;
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deba@409
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}
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deba@409
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deba@409
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for (ArcIt a(_graph); a != INVALID; ++a) {
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kpeter@581
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(*_flow)[a] = 0;
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}
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deba@411
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int bucket_num = 0;
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deba@411
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std::vector<Node> queue(_node_num);
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deba@411
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int qfirst = 0, qlast = 0, qsep = 0;
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{
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typename Digraph::template NodeMap<bool> reached(_graph, false);
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deba@409
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kpeter@581
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reached[_source] = true;
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bool first_set = true;
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deba@409
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237 |
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deba@409
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for (NodeIt t(_graph); t != INVALID; ++t) {
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deba@409
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if (reached[t]) continue;
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deba@409
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_sets.push_front(std::list<int>());
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alpar@440
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queue[qlast++] = t;
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kpeter@581
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reached[t] = true;
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deba@411
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while (qfirst != qlast) {
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deba@411
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246 |
if (qsep == qfirst) {
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deba@411
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++bucket_num;
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deba@411
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_sets.front().push_front(bucket_num);
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deba@411
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_dormant[bucket_num] = !first_set;
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_first[bucket_num] = _last[bucket_num] = INVALID;
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deba@411
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251 |
qsep = qlast;
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deba@411
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252 |
}
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deba@409
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deba@411
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254 |
Node n = queue[qfirst++];
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deba@411
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255 |
addItem(n, bucket_num);
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deba@411
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256 |
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deba@411
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257 |
for (InArcIt a(_graph, n); a != INVALID; ++a) {
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deba@411
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258 |
Node u = _graph.source(a);
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deba@411
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259 |
if (!reached[u] && _tolerance.positive((*_capacity)[a])) {
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kpeter@581
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260 |
reached[u] = true;
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deba@411
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261 |
queue[qlast++] = u;
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deba@409
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262 |
}
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deba@409
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263 |
}
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deba@409
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264 |
}
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deba@409
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265 |
first_set = false;
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deba@409
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266 |
}
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deba@409
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267 |
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deba@411
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268 |
++bucket_num;
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kpeter@581
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269 |
(*_bucket)[_source] = 0;
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deba@409
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270 |
_dormant[0] = true;
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deba@409
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271 |
}
|
kpeter@581
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272 |
(*_source_set)[_source] = true;
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deba@409
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273 |
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deba@409
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274 |
Node target = _last[_sets.back().back()];
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deba@409
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275 |
{
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deba@409
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276 |
for (OutArcIt a(_graph, _source); a != INVALID; ++a) {
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deba@409
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277 |
if (_tolerance.positive((*_capacity)[a])) {
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deba@409
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Node u = _graph.target(a);
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kpeter@581
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279 |
(*_flow)[a] = (*_capacity)[a];
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kpeter@581
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280 |
(*_excess)[u] += (*_capacity)[a];
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deba@409
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281 |
if (!(*_active)[u] && u != _source) {
|
deba@409
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282 |
activate(u);
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deba@409
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283 |
}
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deba@409
|
284 |
}
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deba@409
|
285 |
}
|
deba@409
|
286 |
|
deba@409
|
287 |
if ((*_active)[target]) {
|
deba@409
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288 |
deactivate(target);
|
deba@409
|
289 |
}
|
deba@409
|
290 |
|
deba@409
|
291 |
_highest = _sets.back().begin();
|
deba@409
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292 |
while (_highest != _sets.back().end() &&
|
deba@409
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293 |
!(*_active)[_first[*_highest]]) {
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deba@409
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294 |
++_highest;
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deba@409
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295 |
}
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deba@409
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296 |
}
|
deba@409
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297 |
|
deba@409
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298 |
while (true) {
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deba@409
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299 |
while (_highest != _sets.back().end()) {
|
deba@409
|
300 |
Node n = _first[*_highest];
|
deba@409
|
301 |
Value excess = (*_excess)[n];
|
deba@409
|
302 |
int next_bucket = _node_num;
|
deba@409
|
303 |
|
deba@409
|
304 |
int under_bucket;
|
deba@409
|
305 |
if (++std::list<int>::iterator(_highest) == _sets.back().end()) {
|
deba@409
|
306 |
under_bucket = -1;
|
deba@409
|
307 |
} else {
|
deba@409
|
308 |
under_bucket = *(++std::list<int>::iterator(_highest));
|
deba@409
|
309 |
}
|
deba@409
|
310 |
|
deba@409
|
311 |
for (OutArcIt a(_graph, n); a != INVALID; ++a) {
|
deba@409
|
312 |
Node v = _graph.target(a);
|
deba@409
|
313 |
if (_dormant[(*_bucket)[v]]) continue;
|
deba@409
|
314 |
Value rem = (*_capacity)[a] - (*_flow)[a];
|
deba@409
|
315 |
if (!_tolerance.positive(rem)) continue;
|
deba@409
|
316 |
if ((*_bucket)[v] == under_bucket) {
|
deba@409
|
317 |
if (!(*_active)[v] && v != target) {
|
deba@409
|
318 |
activate(v);
|
deba@409
|
319 |
}
|
deba@409
|
320 |
if (!_tolerance.less(rem, excess)) {
|
kpeter@581
|
321 |
(*_flow)[a] += excess;
|
kpeter@581
|
322 |
(*_excess)[v] += excess;
|
deba@409
|
323 |
excess = 0;
|
deba@409
|
324 |
goto no_more_push;
|
deba@409
|
325 |
} else {
|
deba@409
|
326 |
excess -= rem;
|
kpeter@581
|
327 |
(*_excess)[v] += rem;
|
kpeter@581
|
328 |
(*_flow)[a] = (*_capacity)[a];
|
deba@409
|
329 |
}
|
deba@409
|
330 |
} else if (next_bucket > (*_bucket)[v]) {
|
deba@409
|
331 |
next_bucket = (*_bucket)[v];
|
deba@409
|
332 |
}
|
deba@409
|
333 |
}
|
deba@409
|
334 |
|
deba@409
|
335 |
for (InArcIt a(_graph, n); a != INVALID; ++a) {
|
deba@409
|
336 |
Node v = _graph.source(a);
|
deba@409
|
337 |
if (_dormant[(*_bucket)[v]]) continue;
|
deba@409
|
338 |
Value rem = (*_flow)[a];
|
deba@409
|
339 |
if (!_tolerance.positive(rem)) continue;
|
deba@409
|
340 |
if ((*_bucket)[v] == under_bucket) {
|
deba@409
|
341 |
if (!(*_active)[v] && v != target) {
|
deba@409
|
342 |
activate(v);
|
deba@409
|
343 |
}
|
deba@409
|
344 |
if (!_tolerance.less(rem, excess)) {
|
kpeter@581
|
345 |
(*_flow)[a] -= excess;
|
kpeter@581
|
346 |
(*_excess)[v] += excess;
|
deba@409
|
347 |
excess = 0;
|
deba@409
|
348 |
goto no_more_push;
|
deba@409
|
349 |
} else {
|
deba@409
|
350 |
excess -= rem;
|
kpeter@581
|
351 |
(*_excess)[v] += rem;
|
kpeter@581
|
352 |
(*_flow)[a] = 0;
|
deba@409
|
353 |
}
|
deba@409
|
354 |
} else if (next_bucket > (*_bucket)[v]) {
|
deba@409
|
355 |
next_bucket = (*_bucket)[v];
|
deba@409
|
356 |
}
|
deba@409
|
357 |
}
|
deba@409
|
358 |
|
deba@409
|
359 |
no_more_push:
|
deba@409
|
360 |
|
kpeter@581
|
361 |
(*_excess)[n] = excess;
|
deba@409
|
362 |
|
deba@409
|
363 |
if (excess != 0) {
|
deba@409
|
364 |
if ((*_next)[n] == INVALID) {
|
deba@409
|
365 |
typename std::list<std::list<int> >::iterator new_set =
|
deba@409
|
366 |
_sets.insert(--_sets.end(), std::list<int>());
|
deba@409
|
367 |
new_set->splice(new_set->end(), _sets.back(),
|
deba@409
|
368 |
_sets.back().begin(), ++_highest);
|
deba@409
|
369 |
for (std::list<int>::iterator it = new_set->begin();
|
deba@409
|
370 |
it != new_set->end(); ++it) {
|
deba@409
|
371 |
_dormant[*it] = true;
|
deba@409
|
372 |
}
|
deba@409
|
373 |
while (_highest != _sets.back().end() &&
|
deba@409
|
374 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
375 |
++_highest;
|
deba@409
|
376 |
}
|
deba@409
|
377 |
} else if (next_bucket == _node_num) {
|
deba@409
|
378 |
_first[(*_bucket)[n]] = (*_next)[n];
|
kpeter@581
|
379 |
(*_prev)[(*_next)[n]] = INVALID;
|
deba@409
|
380 |
|
deba@409
|
381 |
std::list<std::list<int> >::iterator new_set =
|
deba@409
|
382 |
_sets.insert(--_sets.end(), std::list<int>());
|
deba@409
|
383 |
|
deba@409
|
384 |
new_set->push_front(bucket_num);
|
kpeter@581
|
385 |
(*_bucket)[n] = bucket_num;
|
deba@409
|
386 |
_first[bucket_num] = _last[bucket_num] = n;
|
kpeter@581
|
387 |
(*_next)[n] = INVALID;
|
kpeter@581
|
388 |
(*_prev)[n] = INVALID;
|
deba@409
|
389 |
_dormant[bucket_num] = true;
|
deba@409
|
390 |
++bucket_num;
|
deba@409
|
391 |
|
deba@409
|
392 |
while (_highest != _sets.back().end() &&
|
deba@409
|
393 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
394 |
++_highest;
|
deba@409
|
395 |
}
|
deba@409
|
396 |
} else {
|
deba@409
|
397 |
_first[*_highest] = (*_next)[n];
|
kpeter@581
|
398 |
(*_prev)[(*_next)[n]] = INVALID;
|
deba@409
|
399 |
|
deba@409
|
400 |
while (next_bucket != *_highest) {
|
deba@409
|
401 |
--_highest;
|
deba@409
|
402 |
}
|
deba@409
|
403 |
|
deba@409
|
404 |
if (_highest == _sets.back().begin()) {
|
deba@409
|
405 |
_sets.back().push_front(bucket_num);
|
deba@409
|
406 |
_dormant[bucket_num] = false;
|
deba@409
|
407 |
_first[bucket_num] = _last[bucket_num] = INVALID;
|
deba@409
|
408 |
++bucket_num;
|
deba@409
|
409 |
}
|
deba@409
|
410 |
--_highest;
|
deba@409
|
411 |
|
kpeter@581
|
412 |
(*_bucket)[n] = *_highest;
|
kpeter@581
|
413 |
(*_next)[n] = _first[*_highest];
|
deba@409
|
414 |
if (_first[*_highest] != INVALID) {
|
kpeter@581
|
415 |
(*_prev)[_first[*_highest]] = n;
|
deba@409
|
416 |
} else {
|
deba@409
|
417 |
_last[*_highest] = n;
|
deba@409
|
418 |
}
|
deba@409
|
419 |
_first[*_highest] = n;
|
deba@409
|
420 |
}
|
deba@409
|
421 |
} else {
|
deba@409
|
422 |
|
deba@409
|
423 |
deactivate(n);
|
deba@409
|
424 |
if (!(*_active)[_first[*_highest]]) {
|
deba@409
|
425 |
++_highest;
|
deba@409
|
426 |
if (_highest != _sets.back().end() &&
|
deba@409
|
427 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
428 |
_highest = _sets.back().end();
|
deba@409
|
429 |
}
|
deba@409
|
430 |
}
|
deba@409
|
431 |
}
|
deba@409
|
432 |
}
|
deba@409
|
433 |
|
deba@409
|
434 |
if ((*_excess)[target] < _min_cut) {
|
deba@409
|
435 |
_min_cut = (*_excess)[target];
|
deba@409
|
436 |
for (NodeIt i(_graph); i != INVALID; ++i) {
|
kpeter@581
|
437 |
(*_min_cut_map)[i] = true;
|
deba@409
|
438 |
}
|
deba@409
|
439 |
for (std::list<int>::iterator it = _sets.back().begin();
|
deba@409
|
440 |
it != _sets.back().end(); ++it) {
|
deba@409
|
441 |
Node n = _first[*it];
|
deba@409
|
442 |
while (n != INVALID) {
|
kpeter@581
|
443 |
(*_min_cut_map)[n] = false;
|
deba@409
|
444 |
n = (*_next)[n];
|
deba@409
|
445 |
}
|
deba@409
|
446 |
}
|
deba@409
|
447 |
}
|
deba@409
|
448 |
|
deba@409
|
449 |
{
|
deba@409
|
450 |
Node new_target;
|
deba@409
|
451 |
if ((*_prev)[target] != INVALID || (*_next)[target] != INVALID) {
|
deba@409
|
452 |
if ((*_next)[target] == INVALID) {
|
deba@409
|
453 |
_last[(*_bucket)[target]] = (*_prev)[target];
|
deba@409
|
454 |
new_target = (*_prev)[target];
|
deba@409
|
455 |
} else {
|
kpeter@581
|
456 |
(*_prev)[(*_next)[target]] = (*_prev)[target];
|
deba@409
|
457 |
new_target = (*_next)[target];
|
deba@409
|
458 |
}
|
deba@409
|
459 |
if ((*_prev)[target] == INVALID) {
|
deba@409
|
460 |
_first[(*_bucket)[target]] = (*_next)[target];
|
deba@409
|
461 |
} else {
|
kpeter@581
|
462 |
(*_next)[(*_prev)[target]] = (*_next)[target];
|
deba@409
|
463 |
}
|
deba@409
|
464 |
} else {
|
deba@409
|
465 |
_sets.back().pop_back();
|
deba@409
|
466 |
if (_sets.back().empty()) {
|
deba@409
|
467 |
_sets.pop_back();
|
deba@409
|
468 |
if (_sets.empty())
|
deba@409
|
469 |
break;
|
deba@409
|
470 |
for (std::list<int>::iterator it = _sets.back().begin();
|
deba@409
|
471 |
it != _sets.back().end(); ++it) {
|
deba@409
|
472 |
_dormant[*it] = false;
|
deba@409
|
473 |
}
|
deba@409
|
474 |
}
|
deba@409
|
475 |
new_target = _last[_sets.back().back()];
|
deba@409
|
476 |
}
|
deba@409
|
477 |
|
kpeter@581
|
478 |
(*_bucket)[target] = 0;
|
deba@409
|
479 |
|
kpeter@581
|
480 |
(*_source_set)[target] = true;
|
deba@409
|
481 |
for (OutArcIt a(_graph, target); a != INVALID; ++a) {
|
deba@409
|
482 |
Value rem = (*_capacity)[a] - (*_flow)[a];
|
deba@409
|
483 |
if (!_tolerance.positive(rem)) continue;
|
deba@409
|
484 |
Node v = _graph.target(a);
|
deba@409
|
485 |
if (!(*_active)[v] && !(*_source_set)[v]) {
|
deba@409
|
486 |
activate(v);
|
deba@409
|
487 |
}
|
kpeter@581
|
488 |
(*_excess)[v] += rem;
|
kpeter@581
|
489 |
(*_flow)[a] = (*_capacity)[a];
|
deba@409
|
490 |
}
|
deba@409
|
491 |
|
deba@409
|
492 |
for (InArcIt a(_graph, target); a != INVALID; ++a) {
|
deba@409
|
493 |
Value rem = (*_flow)[a];
|
deba@409
|
494 |
if (!_tolerance.positive(rem)) continue;
|
deba@409
|
495 |
Node v = _graph.source(a);
|
deba@409
|
496 |
if (!(*_active)[v] && !(*_source_set)[v]) {
|
deba@409
|
497 |
activate(v);
|
deba@409
|
498 |
}
|
kpeter@581
|
499 |
(*_excess)[v] += rem;
|
kpeter@581
|
500 |
(*_flow)[a] = 0;
|
deba@409
|
501 |
}
|
deba@409
|
502 |
|
deba@409
|
503 |
target = new_target;
|
deba@409
|
504 |
if ((*_active)[target]) {
|
deba@409
|
505 |
deactivate(target);
|
deba@409
|
506 |
}
|
deba@409
|
507 |
|
deba@409
|
508 |
_highest = _sets.back().begin();
|
deba@409
|
509 |
while (_highest != _sets.back().end() &&
|
deba@409
|
510 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
511 |
++_highest;
|
deba@409
|
512 |
}
|
deba@409
|
513 |
}
|
deba@409
|
514 |
}
|
deba@409
|
515 |
}
|
deba@409
|
516 |
|
deba@409
|
517 |
void findMinCutIn() {
|
deba@409
|
518 |
|
deba@409
|
519 |
for (NodeIt n(_graph); n != INVALID; ++n) {
|
kpeter@581
|
520 |
(*_excess)[n] = 0;
|
deba@409
|
521 |
}
|
deba@409
|
522 |
|
deba@409
|
523 |
for (ArcIt a(_graph); a != INVALID; ++a) {
|
kpeter@581
|
524 |
(*_flow)[a] = 0;
|
deba@409
|
525 |
}
|
deba@409
|
526 |
|
deba@411
|
527 |
int bucket_num = 0;
|
deba@411
|
528 |
std::vector<Node> queue(_node_num);
|
deba@411
|
529 |
int qfirst = 0, qlast = 0, qsep = 0;
|
deba@409
|
530 |
|
deba@409
|
531 |
{
|
deba@409
|
532 |
typename Digraph::template NodeMap<bool> reached(_graph, false);
|
deba@409
|
533 |
|
kpeter@581
|
534 |
reached[_source] = true;
|
deba@409
|
535 |
|
deba@409
|
536 |
bool first_set = true;
|
deba@409
|
537 |
|
deba@409
|
538 |
for (NodeIt t(_graph); t != INVALID; ++t) {
|
deba@409
|
539 |
if (reached[t]) continue;
|
deba@409
|
540 |
_sets.push_front(std::list<int>());
|
alpar@440
|
541 |
|
deba@411
|
542 |
queue[qlast++] = t;
|
kpeter@581
|
543 |
reached[t] = true;
|
deba@409
|
544 |
|
deba@411
|
545 |
while (qfirst != qlast) {
|
deba@411
|
546 |
if (qsep == qfirst) {
|
deba@411
|
547 |
++bucket_num;
|
deba@411
|
548 |
_sets.front().push_front(bucket_num);
|
deba@411
|
549 |
_dormant[bucket_num] = !first_set;
|
deba@411
|
550 |
_first[bucket_num] = _last[bucket_num] = INVALID;
|
deba@411
|
551 |
qsep = qlast;
|
deba@411
|
552 |
}
|
deba@409
|
553 |
|
deba@411
|
554 |
Node n = queue[qfirst++];
|
deba@411
|
555 |
addItem(n, bucket_num);
|
deba@411
|
556 |
|
deba@411
|
557 |
for (OutArcIt a(_graph, n); a != INVALID; ++a) {
|
deba@411
|
558 |
Node u = _graph.target(a);
|
deba@411
|
559 |
if (!reached[u] && _tolerance.positive((*_capacity)[a])) {
|
kpeter@581
|
560 |
reached[u] = true;
|
deba@411
|
561 |
queue[qlast++] = u;
|
deba@409
|
562 |
}
|
deba@409
|
563 |
}
|
deba@409
|
564 |
}
|
deba@409
|
565 |
first_set = false;
|
deba@409
|
566 |
}
|
deba@409
|
567 |
|
deba@411
|
568 |
++bucket_num;
|
kpeter@581
|
569 |
(*_bucket)[_source] = 0;
|
deba@409
|
570 |
_dormant[0] = true;
|
deba@409
|
571 |
}
|
kpeter@581
|
572 |
(*_source_set)[_source] = true;
|
deba@409
|
573 |
|
deba@409
|
574 |
Node target = _last[_sets.back().back()];
|
deba@409
|
575 |
{
|
deba@409
|
576 |
for (InArcIt a(_graph, _source); a != INVALID; ++a) {
|
deba@409
|
577 |
if (_tolerance.positive((*_capacity)[a])) {
|
deba@409
|
578 |
Node u = _graph.source(a);
|
kpeter@581
|
579 |
(*_flow)[a] = (*_capacity)[a];
|
kpeter@581
|
580 |
(*_excess)[u] += (*_capacity)[a];
|
deba@409
|
581 |
if (!(*_active)[u] && u != _source) {
|
deba@409
|
582 |
activate(u);
|
deba@409
|
583 |
}
|
deba@409
|
584 |
}
|
deba@409
|
585 |
}
|
deba@409
|
586 |
if ((*_active)[target]) {
|
deba@409
|
587 |
deactivate(target);
|
deba@409
|
588 |
}
|
deba@409
|
589 |
|
deba@409
|
590 |
_highest = _sets.back().begin();
|
deba@409
|
591 |
while (_highest != _sets.back().end() &&
|
deba@409
|
592 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
593 |
++_highest;
|
deba@409
|
594 |
}
|
deba@409
|
595 |
}
|
deba@409
|
596 |
|
deba@409
|
597 |
|
deba@409
|
598 |
while (true) {
|
deba@409
|
599 |
while (_highest != _sets.back().end()) {
|
deba@409
|
600 |
Node n = _first[*_highest];
|
deba@409
|
601 |
Value excess = (*_excess)[n];
|
deba@409
|
602 |
int next_bucket = _node_num;
|
deba@409
|
603 |
|
deba@409
|
604 |
int under_bucket;
|
deba@409
|
605 |
if (++std::list<int>::iterator(_highest) == _sets.back().end()) {
|
deba@409
|
606 |
under_bucket = -1;
|
deba@409
|
607 |
} else {
|
deba@409
|
608 |
under_bucket = *(++std::list<int>::iterator(_highest));
|
deba@409
|
609 |
}
|
deba@409
|
610 |
|
deba@409
|
611 |
for (InArcIt a(_graph, n); a != INVALID; ++a) {
|
deba@409
|
612 |
Node v = _graph.source(a);
|
deba@409
|
613 |
if (_dormant[(*_bucket)[v]]) continue;
|
deba@409
|
614 |
Value rem = (*_capacity)[a] - (*_flow)[a];
|
deba@409
|
615 |
if (!_tolerance.positive(rem)) continue;
|
deba@409
|
616 |
if ((*_bucket)[v] == under_bucket) {
|
deba@409
|
617 |
if (!(*_active)[v] && v != target) {
|
deba@409
|
618 |
activate(v);
|
deba@409
|
619 |
}
|
deba@409
|
620 |
if (!_tolerance.less(rem, excess)) {
|
kpeter@581
|
621 |
(*_flow)[a] += excess;
|
kpeter@581
|
622 |
(*_excess)[v] += excess;
|
deba@409
|
623 |
excess = 0;
|
deba@409
|
624 |
goto no_more_push;
|
deba@409
|
625 |
} else {
|
deba@409
|
626 |
excess -= rem;
|
kpeter@581
|
627 |
(*_excess)[v] += rem;
|
kpeter@581
|
628 |
(*_flow)[a] = (*_capacity)[a];
|
deba@409
|
629 |
}
|
deba@409
|
630 |
} else if (next_bucket > (*_bucket)[v]) {
|
deba@409
|
631 |
next_bucket = (*_bucket)[v];
|
deba@409
|
632 |
}
|
deba@409
|
633 |
}
|
deba@409
|
634 |
|
deba@409
|
635 |
for (OutArcIt a(_graph, n); a != INVALID; ++a) {
|
deba@409
|
636 |
Node v = _graph.target(a);
|
deba@409
|
637 |
if (_dormant[(*_bucket)[v]]) continue;
|
deba@409
|
638 |
Value rem = (*_flow)[a];
|
deba@409
|
639 |
if (!_tolerance.positive(rem)) continue;
|
deba@409
|
640 |
if ((*_bucket)[v] == under_bucket) {
|
deba@409
|
641 |
if (!(*_active)[v] && v != target) {
|
deba@409
|
642 |
activate(v);
|
deba@409
|
643 |
}
|
deba@409
|
644 |
if (!_tolerance.less(rem, excess)) {
|
kpeter@581
|
645 |
(*_flow)[a] -= excess;
|
kpeter@581
|
646 |
(*_excess)[v] += excess;
|
deba@409
|
647 |
excess = 0;
|
deba@409
|
648 |
goto no_more_push;
|
deba@409
|
649 |
} else {
|
deba@409
|
650 |
excess -= rem;
|
kpeter@581
|
651 |
(*_excess)[v] += rem;
|
kpeter@581
|
652 |
(*_flow)[a] = 0;
|
deba@409
|
653 |
}
|
deba@409
|
654 |
} else if (next_bucket > (*_bucket)[v]) {
|
deba@409
|
655 |
next_bucket = (*_bucket)[v];
|
deba@409
|
656 |
}
|
deba@409
|
657 |
}
|
deba@409
|
658 |
|
deba@409
|
659 |
no_more_push:
|
deba@409
|
660 |
|
kpeter@581
|
661 |
(*_excess)[n] = excess;
|
deba@409
|
662 |
|
deba@409
|
663 |
if (excess != 0) {
|
deba@409
|
664 |
if ((*_next)[n] == INVALID) {
|
deba@409
|
665 |
typename std::list<std::list<int> >::iterator new_set =
|
deba@409
|
666 |
_sets.insert(--_sets.end(), std::list<int>());
|
deba@409
|
667 |
new_set->splice(new_set->end(), _sets.back(),
|
deba@409
|
668 |
_sets.back().begin(), ++_highest);
|
deba@409
|
669 |
for (std::list<int>::iterator it = new_set->begin();
|
deba@409
|
670 |
it != new_set->end(); ++it) {
|
deba@409
|
671 |
_dormant[*it] = true;
|
deba@409
|
672 |
}
|
deba@409
|
673 |
while (_highest != _sets.back().end() &&
|
deba@409
|
674 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
675 |
++_highest;
|
deba@409
|
676 |
}
|
deba@409
|
677 |
} else if (next_bucket == _node_num) {
|
deba@409
|
678 |
_first[(*_bucket)[n]] = (*_next)[n];
|
kpeter@581
|
679 |
(*_prev)[(*_next)[n]] = INVALID;
|
deba@409
|
680 |
|
deba@409
|
681 |
std::list<std::list<int> >::iterator new_set =
|
deba@409
|
682 |
_sets.insert(--_sets.end(), std::list<int>());
|
deba@409
|
683 |
|
deba@409
|
684 |
new_set->push_front(bucket_num);
|
kpeter@581
|
685 |
(*_bucket)[n] = bucket_num;
|
deba@409
|
686 |
_first[bucket_num] = _last[bucket_num] = n;
|
kpeter@581
|
687 |
(*_next)[n] = INVALID;
|
kpeter@581
|
688 |
(*_prev)[n] = INVALID;
|
deba@409
|
689 |
_dormant[bucket_num] = true;
|
deba@409
|
690 |
++bucket_num;
|
deba@409
|
691 |
|
deba@409
|
692 |
while (_highest != _sets.back().end() &&
|
deba@409
|
693 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
694 |
++_highest;
|
deba@409
|
695 |
}
|
deba@409
|
696 |
} else {
|
deba@409
|
697 |
_first[*_highest] = (*_next)[n];
|
kpeter@581
|
698 |
(*_prev)[(*_next)[n]] = INVALID;
|
deba@409
|
699 |
|
deba@409
|
700 |
while (next_bucket != *_highest) {
|
deba@409
|
701 |
--_highest;
|
deba@409
|
702 |
}
|
deba@409
|
703 |
if (_highest == _sets.back().begin()) {
|
deba@409
|
704 |
_sets.back().push_front(bucket_num);
|
deba@409
|
705 |
_dormant[bucket_num] = false;
|
deba@409
|
706 |
_first[bucket_num] = _last[bucket_num] = INVALID;
|
deba@409
|
707 |
++bucket_num;
|
deba@409
|
708 |
}
|
deba@409
|
709 |
--_highest;
|
deba@409
|
710 |
|
kpeter@581
|
711 |
(*_bucket)[n] = *_highest;
|
kpeter@581
|
712 |
(*_next)[n] = _first[*_highest];
|
deba@409
|
713 |
if (_first[*_highest] != INVALID) {
|
kpeter@581
|
714 |
(*_prev)[_first[*_highest]] = n;
|
deba@409
|
715 |
} else {
|
deba@409
|
716 |
_last[*_highest] = n;
|
deba@409
|
717 |
}
|
deba@409
|
718 |
_first[*_highest] = n;
|
deba@409
|
719 |
}
|
deba@409
|
720 |
} else {
|
deba@409
|
721 |
|
deba@409
|
722 |
deactivate(n);
|
deba@409
|
723 |
if (!(*_active)[_first[*_highest]]) {
|
deba@409
|
724 |
++_highest;
|
deba@409
|
725 |
if (_highest != _sets.back().end() &&
|
deba@409
|
726 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
727 |
_highest = _sets.back().end();
|
deba@409
|
728 |
}
|
deba@409
|
729 |
}
|
deba@409
|
730 |
}
|
deba@409
|
731 |
}
|
deba@409
|
732 |
|
deba@409
|
733 |
if ((*_excess)[target] < _min_cut) {
|
deba@409
|
734 |
_min_cut = (*_excess)[target];
|
deba@409
|
735 |
for (NodeIt i(_graph); i != INVALID; ++i) {
|
kpeter@581
|
736 |
(*_min_cut_map)[i] = false;
|
deba@409
|
737 |
}
|
deba@409
|
738 |
for (std::list<int>::iterator it = _sets.back().begin();
|
deba@409
|
739 |
it != _sets.back().end(); ++it) {
|
deba@409
|
740 |
Node n = _first[*it];
|
deba@409
|
741 |
while (n != INVALID) {
|
kpeter@581
|
742 |
(*_min_cut_map)[n] = true;
|
deba@409
|
743 |
n = (*_next)[n];
|
deba@409
|
744 |
}
|
deba@409
|
745 |
}
|
deba@409
|
746 |
}
|
deba@409
|
747 |
|
deba@409
|
748 |
{
|
deba@409
|
749 |
Node new_target;
|
deba@409
|
750 |
if ((*_prev)[target] != INVALID || (*_next)[target] != INVALID) {
|
deba@409
|
751 |
if ((*_next)[target] == INVALID) {
|
deba@409
|
752 |
_last[(*_bucket)[target]] = (*_prev)[target];
|
deba@409
|
753 |
new_target = (*_prev)[target];
|
deba@409
|
754 |
} else {
|
kpeter@581
|
755 |
(*_prev)[(*_next)[target]] = (*_prev)[target];
|
deba@409
|
756 |
new_target = (*_next)[target];
|
deba@409
|
757 |
}
|
deba@409
|
758 |
if ((*_prev)[target] == INVALID) {
|
deba@409
|
759 |
_first[(*_bucket)[target]] = (*_next)[target];
|
deba@409
|
760 |
} else {
|
kpeter@581
|
761 |
(*_next)[(*_prev)[target]] = (*_next)[target];
|
deba@409
|
762 |
}
|
deba@409
|
763 |
} else {
|
deba@409
|
764 |
_sets.back().pop_back();
|
deba@409
|
765 |
if (_sets.back().empty()) {
|
deba@409
|
766 |
_sets.pop_back();
|
deba@409
|
767 |
if (_sets.empty())
|
deba@409
|
768 |
break;
|
deba@409
|
769 |
for (std::list<int>::iterator it = _sets.back().begin();
|
deba@409
|
770 |
it != _sets.back().end(); ++it) {
|
deba@409
|
771 |
_dormant[*it] = false;
|
deba@409
|
772 |
}
|
deba@409
|
773 |
}
|
deba@409
|
774 |
new_target = _last[_sets.back().back()];
|
deba@409
|
775 |
}
|
deba@409
|
776 |
|
kpeter@581
|
777 |
(*_bucket)[target] = 0;
|
deba@409
|
778 |
|
kpeter@581
|
779 |
(*_source_set)[target] = true;
|
deba@409
|
780 |
for (InArcIt a(_graph, target); a != INVALID; ++a) {
|
deba@409
|
781 |
Value rem = (*_capacity)[a] - (*_flow)[a];
|
deba@409
|
782 |
if (!_tolerance.positive(rem)) continue;
|
deba@409
|
783 |
Node v = _graph.source(a);
|
deba@409
|
784 |
if (!(*_active)[v] && !(*_source_set)[v]) {
|
deba@409
|
785 |
activate(v);
|
deba@409
|
786 |
}
|
kpeter@581
|
787 |
(*_excess)[v] += rem;
|
kpeter@581
|
788 |
(*_flow)[a] = (*_capacity)[a];
|
deba@409
|
789 |
}
|
deba@409
|
790 |
|
deba@409
|
791 |
for (OutArcIt a(_graph, target); a != INVALID; ++a) {
|
deba@409
|
792 |
Value rem = (*_flow)[a];
|
deba@409
|
793 |
if (!_tolerance.positive(rem)) continue;
|
deba@409
|
794 |
Node v = _graph.target(a);
|
deba@409
|
795 |
if (!(*_active)[v] && !(*_source_set)[v]) {
|
deba@409
|
796 |
activate(v);
|
deba@409
|
797 |
}
|
kpeter@581
|
798 |
(*_excess)[v] += rem;
|
kpeter@581
|
799 |
(*_flow)[a] = 0;
|
deba@409
|
800 |
}
|
deba@409
|
801 |
|
deba@409
|
802 |
target = new_target;
|
deba@409
|
803 |
if ((*_active)[target]) {
|
deba@409
|
804 |
deactivate(target);
|
deba@409
|
805 |
}
|
deba@409
|
806 |
|
deba@409
|
807 |
_highest = _sets.back().begin();
|
deba@409
|
808 |
while (_highest != _sets.back().end() &&
|
deba@409
|
809 |
!(*_active)[_first[*_highest]]) {
|
deba@409
|
810 |
++_highest;
|
deba@409
|
811 |
}
|
deba@409
|
812 |
}
|
deba@409
|
813 |
}
|
deba@409
|
814 |
}
|
deba@409
|
815 |
|
deba@409
|
816 |
public:
|
deba@409
|
817 |
|
deba@409
|
818 |
/// \name Execution control
|
deba@409
|
819 |
/// The simplest way to execute the algorithm is to use
|
kpeter@559
|
820 |
/// one of the member functions called \ref run().
|
deba@409
|
821 |
/// \n
|
deba@409
|
822 |
/// If you need more control on the execution,
|
deba@409
|
823 |
/// first you must call \ref init(), then the \ref calculateIn() or
|
alpar@412
|
824 |
/// \ref calculateOut() functions.
|
deba@409
|
825 |
|
deba@409
|
826 |
/// @{
|
deba@409
|
827 |
|
deba@409
|
828 |
/// \brief Initializes the internal data structures.
|
deba@409
|
829 |
///
|
deba@409
|
830 |
/// Initializes the internal data structures. It creates
|
deba@409
|
831 |
/// the maps, residual graph adaptors and some bucket structures
|
deba@409
|
832 |
/// for the algorithm.
|
deba@409
|
833 |
void init() {
|
deba@409
|
834 |
init(NodeIt(_graph));
|
deba@409
|
835 |
}
|
deba@409
|
836 |
|
deba@409
|
837 |
/// \brief Initializes the internal data structures.
|
deba@409
|
838 |
///
|
deba@409
|
839 |
/// Initializes the internal data structures. It creates
|
deba@409
|
840 |
/// the maps, residual graph adaptor and some bucket structures
|
deba@409
|
841 |
/// for the algorithm. Node \c source is used as the push-relabel
|
deba@409
|
842 |
/// algorithm's source.
|
deba@409
|
843 |
void init(const Node& source) {
|
deba@409
|
844 |
_source = source;
|
deba@409
|
845 |
|
deba@409
|
846 |
_node_num = countNodes(_graph);
|
deba@409
|
847 |
|
deba@411
|
848 |
_first.resize(_node_num);
|
deba@411
|
849 |
_last.resize(_node_num);
|
deba@409
|
850 |
|
deba@411
|
851 |
_dormant.resize(_node_num);
|
deba@409
|
852 |
|
deba@409
|
853 |
if (!_flow) {
|
deba@409
|
854 |
_flow = new FlowMap(_graph);
|
deba@409
|
855 |
}
|
deba@409
|
856 |
if (!_next) {
|
deba@409
|
857 |
_next = new typename Digraph::template NodeMap<Node>(_graph);
|
deba@409
|
858 |
}
|
deba@409
|
859 |
if (!_prev) {
|
deba@409
|
860 |
_prev = new typename Digraph::template NodeMap<Node>(_graph);
|
deba@409
|
861 |
}
|
deba@409
|
862 |
if (!_active) {
|
deba@409
|
863 |
_active = new typename Digraph::template NodeMap<bool>(_graph);
|
deba@409
|
864 |
}
|
deba@409
|
865 |
if (!_bucket) {
|
deba@409
|
866 |
_bucket = new typename Digraph::template NodeMap<int>(_graph);
|
deba@409
|
867 |
}
|
deba@409
|
868 |
if (!_excess) {
|
deba@409
|
869 |
_excess = new ExcessMap(_graph);
|
deba@409
|
870 |
}
|
deba@409
|
871 |
if (!_source_set) {
|
deba@409
|
872 |
_source_set = new SourceSetMap(_graph);
|
deba@409
|
873 |
}
|
deba@409
|
874 |
if (!_min_cut_map) {
|
deba@409
|
875 |
_min_cut_map = new MinCutMap(_graph);
|
deba@409
|
876 |
}
|
deba@409
|
877 |
|
deba@409
|
878 |
_min_cut = std::numeric_limits<Value>::max();
|
deba@409
|
879 |
}
|
deba@409
|
880 |
|
deba@409
|
881 |
|
deba@409
|
882 |
/// \brief Calculates a minimum cut with \f$ source \f$ on the
|
deba@409
|
883 |
/// source-side.
|
deba@409
|
884 |
///
|
deba@409
|
885 |
/// Calculates a minimum cut with \f$ source \f$ on the
|
alpar@412
|
886 |
/// source-side (i.e. a set \f$ X\subsetneq V \f$ with
|
alpar@412
|
887 |
/// \f$ source \in X \f$ and minimal out-degree).
|
deba@409
|
888 |
void calculateOut() {
|
deba@409
|
889 |
findMinCutOut();
|
deba@409
|
890 |
}
|
deba@409
|
891 |
|
deba@409
|
892 |
/// \brief Calculates a minimum cut with \f$ source \f$ on the
|
deba@409
|
893 |
/// target-side.
|
deba@409
|
894 |
///
|
deba@409
|
895 |
/// Calculates a minimum cut with \f$ source \f$ on the
|
alpar@412
|
896 |
/// target-side (i.e. a set \f$ X\subsetneq V \f$ with
|
alpar@412
|
897 |
/// \f$ source \in X \f$ and minimal out-degree).
|
deba@409
|
898 |
void calculateIn() {
|
deba@409
|
899 |
findMinCutIn();
|
deba@409
|
900 |
}
|
deba@409
|
901 |
|
deba@409
|
902 |
|
deba@409
|
903 |
/// \brief Runs the algorithm.
|
deba@409
|
904 |
///
|
deba@409
|
905 |
/// Runs the algorithm. It finds nodes \c source and \c target
|
deba@409
|
906 |
/// arbitrarily and then calls \ref init(), \ref calculateOut()
|
deba@409
|
907 |
/// and \ref calculateIn().
|
deba@409
|
908 |
void run() {
|
deba@409
|
909 |
init();
|
deba@409
|
910 |
calculateOut();
|
deba@409
|
911 |
calculateIn();
|
deba@409
|
912 |
}
|
deba@409
|
913 |
|
deba@409
|
914 |
/// \brief Runs the algorithm.
|
deba@409
|
915 |
///
|
deba@409
|
916 |
/// Runs the algorithm. It uses the given \c source node, finds a
|
deba@409
|
917 |
/// proper \c target and then calls the \ref init(), \ref
|
deba@409
|
918 |
/// calculateOut() and \ref calculateIn().
|
deba@409
|
919 |
void run(const Node& s) {
|
deba@409
|
920 |
init(s);
|
deba@409
|
921 |
calculateOut();
|
deba@409
|
922 |
calculateIn();
|
deba@409
|
923 |
}
|
deba@409
|
924 |
|
deba@409
|
925 |
/// @}
|
deba@409
|
926 |
|
deba@409
|
927 |
/// \name Query Functions
|
deba@409
|
928 |
/// The result of the %HaoOrlin algorithm
|
deba@409
|
929 |
/// can be obtained using these functions.
|
deba@409
|
930 |
/// \n
|
deba@409
|
931 |
/// Before using these functions, either \ref run(), \ref
|
deba@409
|
932 |
/// calculateOut() or \ref calculateIn() must be called.
|
deba@409
|
933 |
|
deba@409
|
934 |
/// @{
|
deba@409
|
935 |
|
deba@409
|
936 |
/// \brief Returns the value of the minimum value cut.
|
deba@409
|
937 |
///
|
deba@409
|
938 |
/// Returns the value of the minimum value cut.
|
deba@409
|
939 |
Value minCutValue() const {
|
deba@409
|
940 |
return _min_cut;
|
deba@409
|
941 |
}
|
deba@409
|
942 |
|
deba@409
|
943 |
|
deba@409
|
944 |
/// \brief Returns a minimum cut.
|
deba@409
|
945 |
///
|
deba@409
|
946 |
/// Sets \c nodeMap to the characteristic vector of a minimum
|
deba@409
|
947 |
/// value cut: it will give a nonempty set \f$ X\subsetneq V \f$
|
deba@409
|
948 |
/// with minimal out-degree (i.e. \c nodeMap will be true exactly
|
deba@409
|
949 |
/// for the nodes of \f$ X \f$). \pre nodeMap should be a
|
deba@409
|
950 |
/// bool-valued node-map.
|
deba@409
|
951 |
template <typename NodeMap>
|
deba@409
|
952 |
Value minCutMap(NodeMap& nodeMap) const {
|
deba@409
|
953 |
for (NodeIt it(_graph); it != INVALID; ++it) {
|
deba@409
|
954 |
nodeMap.set(it, (*_min_cut_map)[it]);
|
deba@409
|
955 |
}
|
deba@409
|
956 |
return _min_cut;
|
deba@409
|
957 |
}
|
deba@409
|
958 |
|
deba@409
|
959 |
/// @}
|
deba@409
|
960 |
|
deba@409
|
961 |
}; //class HaoOrlin
|
deba@409
|
962 |
|
deba@409
|
963 |
|
deba@409
|
964 |
} //namespace lemon
|
deba@409
|
965 |
|
deba@409
|
966 |
#endif //LEMON_HAO_ORLIN_H
|