lemon/max_cardinality_search.h
author Balazs Dezso <deba@google.com>
Fri, 22 Jan 2021 10:55:32 +0100
changeset 1208 c6aa2cc1af04
parent 1092 dceba191c00d
permissions -rw-r--r--
Factor out recursion from weighted matching algorithms (#638)
     1 /* -*- mode: C++; indent-tabs-mode: nil; -*-
     2  *
     3  * This file is a part of LEMON, a generic C++ optimization library.
     4  *
     5  * Copyright (C) 2003-2013
     6  * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
     7  * (Egervary Research Group on Combinatorial Optimization, EGRES).
     8  *
     9  * Permission to use, modify and distribute this software is granted
    10  * provided that this copyright notice appears in all copies. For
    11  * precise terms see the accompanying LICENSE file.
    12  *
    13  * This software is provided "AS IS" with no warranty of any kind,
    14  * express or implied, and with no claim as to its suitability for any
    15  * purpose.
    16  *
    17  */
    18 
    19 #ifndef LEMON_MAX_CARDINALITY_SEARCH_H
    20 #define LEMON_MAX_CARDINALITY_SEARCH_H
    21 
    22 
    23 /// \ingroup search
    24 /// \file
    25 /// \brief Maximum cardinality search in undirected digraphs.
    26 
    27 #include <lemon/bin_heap.h>
    28 #include <lemon/bucket_heap.h>
    29 
    30 #include <lemon/error.h>
    31 #include <lemon/maps.h>
    32 
    33 #include <functional>
    34 
    35 namespace lemon {
    36 
    37   /// \brief Default traits class of MaxCardinalitySearch class.
    38   ///
    39   /// Default traits class of MaxCardinalitySearch class.
    40   /// \param Digraph Digraph type.
    41   /// \param CapacityMap Type of capacity map.
    42   template <typename GR, typename CAP>
    43   struct MaxCardinalitySearchDefaultTraits {
    44     /// The digraph type the algorithm runs on.
    45     typedef GR Digraph;
    46 
    47     template <typename CM>
    48     struct CapMapSelector {
    49 
    50       typedef CM CapacityMap;
    51 
    52       static CapacityMap *createCapacityMap(const Digraph& g) {
    53         return new CapacityMap(g);
    54       }
    55     };
    56 
    57     template <typename CM>
    58     struct CapMapSelector<ConstMap<CM, Const<int, 1> > > {
    59 
    60       typedef ConstMap<CM, Const<int, 1> > CapacityMap;
    61 
    62       static CapacityMap *createCapacityMap(const Digraph&) {
    63         return new CapacityMap;
    64       }
    65     };
    66 
    67     /// \brief The type of the map that stores the arc capacities.
    68     ///
    69     /// The type of the map that stores the arc capacities.
    70     /// It must meet the \ref concepts::ReadMap "ReadMap" concept.
    71     typedef typename CapMapSelector<CAP>::CapacityMap CapacityMap;
    72 
    73     /// \brief The type of the capacity of the arcs.
    74     typedef typename CapacityMap::Value Value;
    75 
    76     /// \brief Instantiates a CapacityMap.
    77     ///
    78     /// This function instantiates a \ref CapacityMap.
    79     /// \param digraph is the digraph, to which we would like to define
    80     /// the CapacityMap.
    81     static CapacityMap *createCapacityMap(const Digraph& digraph) {
    82       return CapMapSelector<CapacityMap>::createCapacityMap(digraph);
    83     }
    84 
    85     /// \brief The cross reference type used by heap.
    86     ///
    87     /// The cross reference type used by heap.
    88     /// Usually it is \c Digraph::NodeMap<int>.
    89     typedef typename Digraph::template NodeMap<int> HeapCrossRef;
    90 
    91     /// \brief Instantiates a HeapCrossRef.
    92     ///
    93     /// This function instantiates a \ref HeapCrossRef.
    94     /// \param digraph is the digraph, to which we would like to define the
    95     /// HeapCrossRef.
    96     static HeapCrossRef *createHeapCrossRef(const Digraph &digraph) {
    97       return new HeapCrossRef(digraph);
    98     }
    99 
   100     template <typename CapacityMap>
   101     struct HeapSelector {
   102       template <typename Value, typename Ref>
   103       struct Selector {
   104         typedef BinHeap<Value, Ref, std::greater<Value> > Heap;
   105       };
   106     };
   107 
   108     template <typename CapacityKey>
   109     struct HeapSelector<ConstMap<CapacityKey, Const<int, 1> > > {
   110       template <typename Value, typename Ref>
   111       struct Selector {
   112         typedef BucketHeap<Ref, false > Heap;
   113       };
   114     };
   115 
   116     /// \brief The heap type used by MaxCardinalitySearch algorithm.
   117     ///
   118     /// The heap type used by MaxCardinalitySearch algorithm. It should
   119     /// maximalize the priorities. The default heap type is
   120     /// the \ref BinHeap, but it is specialized when the
   121     /// CapacityMap is ConstMap<Digraph::Node, Const<int, 1> >
   122     /// to BucketHeap.
   123     ///
   124     /// \sa MaxCardinalitySearch
   125     typedef typename HeapSelector<CapacityMap>
   126     ::template Selector<Value, HeapCrossRef>
   127     ::Heap Heap;
   128 
   129     /// \brief Instantiates a Heap.
   130     ///
   131     /// This function instantiates a \ref Heap.
   132     /// \param crossref The cross reference of the heap.
   133     static Heap *createHeap(HeapCrossRef& crossref) {
   134       return new Heap(crossref);
   135     }
   136 
   137     /// \brief The type of the map that stores whether a node is processed.
   138     ///
   139     /// The type of the map that stores whether a node is processed.
   140     /// It must meet the \ref concepts::WriteMap "WriteMap" concept.
   141     /// By default it is a NullMap.
   142     typedef NullMap<typename Digraph::Node, bool> ProcessedMap;
   143 
   144     /// \brief Instantiates a ProcessedMap.
   145     ///
   146     /// This function instantiates a \ref ProcessedMap.
   147     /// \param digraph is the digraph, to which
   148     /// we would like to define the \ref ProcessedMap
   149 #ifdef DOXYGEN
   150     static ProcessedMap *createProcessedMap(const Digraph &digraph)
   151 #else
   152     static ProcessedMap *createProcessedMap(const Digraph &)
   153 #endif
   154     {
   155       return new ProcessedMap();
   156     }
   157 
   158     /// \brief The type of the map that stores the cardinalities of the nodes.
   159     ///
   160     /// The type of the map that stores the cardinalities of the nodes.
   161     /// It must meet the \ref concepts::WriteMap "WriteMap" concept.
   162     typedef typename Digraph::template NodeMap<Value> CardinalityMap;
   163 
   164     /// \brief Instantiates a CardinalityMap.
   165     ///
   166     /// This function instantiates a \ref CardinalityMap.
   167     /// \param digraph is the digraph, to which we would like to
   168     /// define the \ref CardinalityMap
   169     static CardinalityMap *createCardinalityMap(const Digraph &digraph) {
   170       return new CardinalityMap(digraph);
   171     }
   172 
   173 
   174   };
   175 
   176   /// \ingroup search
   177   ///
   178   /// \brief Maximum Cardinality Search algorithm class.
   179   ///
   180   /// This class provides an efficient implementation of Maximum Cardinality
   181   /// Search algorithm. The maximum cardinality search first chooses any
   182   /// node of the digraph. Then every time it chooses one unprocessed node
   183   /// with maximum cardinality, i.e the sum of capacities on out arcs
   184   /// to the nodes
   185   /// which were previusly processed.
   186   /// If there is a cut in the digraph the algorithm should choose
   187   /// again any unprocessed node of the digraph.
   188 
   189   /// The arc capacities are passed to the algorithm using a
   190   /// \ref concepts::ReadMap "ReadMap", so it is easy to change it to any
   191   /// kind of capacity.
   192   ///
   193   /// The type of the capacity is determined by the \ref
   194   /// concepts::ReadMap::Value "Value" of the capacity map.
   195   ///
   196   /// It is also possible to change the underlying priority heap.
   197   ///
   198   ///
   199   /// \param GR The digraph type the algorithm runs on. The value of
   200   /// Digraph is not used directly by the search algorithm, it
   201   /// is only passed to \ref MaxCardinalitySearchDefaultTraits.
   202   /// \param CAP This read-only ArcMap determines the capacities of
   203   /// the arcs. It is read once for each arc, so the map may involve in
   204   /// relatively time consuming process to compute the arc capacity if
   205   /// it is necessary. The default map type is \ref
   206   /// ConstMap "ConstMap<concepts::Digraph::Arc, Const<int,1> >". The value
   207   /// of CapacityMap is not used directly by search algorithm, it is only
   208   /// passed to \ref MaxCardinalitySearchDefaultTraits.
   209   /// \param TR Traits class to set various data types used by the
   210   /// algorithm.  The default traits class is
   211   /// \ref MaxCardinalitySearchDefaultTraits
   212   /// "MaxCardinalitySearchDefaultTraits<GR, CAP>".
   213   /// See \ref MaxCardinalitySearchDefaultTraits
   214   /// for the documentation of a MaxCardinalitySearch traits class.
   215 
   216 #ifdef DOXYGEN
   217   template <typename GR, typename CAP, typename TR>
   218 #else
   219   template <typename GR, typename CAP =
   220             ConstMap<typename GR::Arc, Const<int,1> >,
   221             typename TR =
   222             MaxCardinalitySearchDefaultTraits<GR, CAP> >
   223 #endif
   224   class MaxCardinalitySearch {
   225   public:
   226 
   227     typedef TR Traits;
   228     ///The type of the underlying digraph.
   229     typedef typename Traits::Digraph Digraph;
   230 
   231     ///The type of the capacity of the arcs.
   232     typedef typename Traits::CapacityMap::Value Value;
   233     ///The type of the map that stores the arc capacities.
   234     typedef typename Traits::CapacityMap CapacityMap;
   235     ///The type of the map indicating if a node is processed.
   236     typedef typename Traits::ProcessedMap ProcessedMap;
   237     ///The type of the map that stores the cardinalities of the nodes.
   238     typedef typename Traits::CardinalityMap CardinalityMap;
   239     ///The cross reference type used for the current heap.
   240     typedef typename Traits::HeapCrossRef HeapCrossRef;
   241     ///The heap type used by the algorithm. It maximizes the priorities.
   242     typedef typename Traits::Heap Heap;
   243   private:
   244     // Pointer to the underlying digraph.
   245     const Digraph *_graph;
   246     // Pointer to the capacity map
   247     const CapacityMap *_capacity;
   248     // Indicates if \ref _capacity is locally allocated (\c true) or not.
   249     bool local_capacity;
   250     // Pointer to the map of cardinality.
   251     CardinalityMap *_cardinality;
   252     // Indicates if \ref _cardinality is locally allocated (\c true) or not.
   253     bool local_cardinality;
   254     // Pointer to the map of processed status of the nodes.
   255     ProcessedMap *_processed;
   256     // Indicates if \ref _processed is locally allocated (\c true) or not.
   257     bool local_processed;
   258     // Pointer to the heap cross references.
   259     HeapCrossRef *_heap_cross_ref;
   260     // Indicates if \ref _heap_cross_ref is locally allocated (\c true) or not.
   261     bool local_heap_cross_ref;
   262     // Pointer to the heap.
   263     Heap *_heap;
   264     // Indicates if \ref _heap is locally allocated (\c true) or not.
   265     bool local_heap;
   266 
   267   public :
   268 
   269     typedef MaxCardinalitySearch Create;
   270 
   271     ///\name Named template parameters
   272 
   273     ///@{
   274 
   275     template <class T>
   276     struct DefCapacityMapTraits : public Traits {
   277       typedef T CapacityMap;
   278       static CapacityMap *createCapacityMap(const Digraph &) {
   279                LEMON_ASSERT(false,"Uninitialized parameter.");
   280         return 0;
   281       }
   282     };
   283     /// \brief \ref named-templ-param "Named parameter" for setting
   284     /// CapacityMap type
   285     ///
   286     /// \ref named-templ-param "Named parameter" for setting CapacityMap type
   287     /// for the algorithm.
   288     template <class T>
   289     struct SetCapacityMap
   290       : public MaxCardinalitySearch<Digraph, CapacityMap,
   291                                     DefCapacityMapTraits<T> > {
   292       typedef MaxCardinalitySearch<Digraph, CapacityMap,
   293                                    DefCapacityMapTraits<T> > Create;
   294     };
   295 
   296     template <class T>
   297     struct DefCardinalityMapTraits : public Traits {
   298       typedef T CardinalityMap;
   299       static CardinalityMap *createCardinalityMap(const Digraph &)
   300       {
   301         LEMON_ASSERT(false,"Uninitialized parameter.");
   302         return 0;
   303       }
   304     };
   305     /// \brief \ref named-templ-param "Named parameter" for setting
   306     /// CardinalityMap type
   307     ///
   308     /// \ref named-templ-param "Named parameter" for setting CardinalityMap
   309     /// type for the algorithm.
   310     template <class T>
   311     struct SetCardinalityMap
   312       : public MaxCardinalitySearch<Digraph, CapacityMap,
   313                                     DefCardinalityMapTraits<T> > {
   314       typedef MaxCardinalitySearch<Digraph, CapacityMap,
   315                                    DefCardinalityMapTraits<T> > Create;
   316     };
   317 
   318     template <class T>
   319     struct DefProcessedMapTraits : public Traits {
   320       typedef T ProcessedMap;
   321       static ProcessedMap *createProcessedMap(const Digraph &) {
   322                LEMON_ASSERT(false,"Uninitialized parameter.");
   323         return 0;
   324       }
   325     };
   326     /// \brief \ref named-templ-param "Named parameter" for setting
   327     /// ProcessedMap type
   328     ///
   329     /// \ref named-templ-param "Named parameter" for setting ProcessedMap type
   330     /// for the algorithm.
   331     template <class T>
   332     struct SetProcessedMap
   333       : public MaxCardinalitySearch<Digraph, CapacityMap,
   334                                     DefProcessedMapTraits<T> > {
   335       typedef MaxCardinalitySearch<Digraph, CapacityMap,
   336                                    DefProcessedMapTraits<T> > Create;
   337     };
   338 
   339     template <class H, class CR>
   340     struct DefHeapTraits : public Traits {
   341       typedef CR HeapCrossRef;
   342       typedef H Heap;
   343       static HeapCrossRef *createHeapCrossRef(const Digraph &) {
   344              LEMON_ASSERT(false,"Uninitialized parameter.");
   345         return 0;
   346       }
   347       static Heap *createHeap(HeapCrossRef &) {
   348                LEMON_ASSERT(false,"Uninitialized parameter.");
   349         return 0;
   350       }
   351     };
   352     /// \brief \ref named-templ-param "Named parameter" for setting heap
   353     /// and cross reference type
   354     ///
   355     /// \ref named-templ-param "Named parameter" for setting heap and cross
   356     /// reference type for the algorithm.
   357     template <class H, class CR = typename Digraph::template NodeMap<int> >
   358     struct SetHeap
   359       : public MaxCardinalitySearch<Digraph, CapacityMap,
   360                                     DefHeapTraits<H, CR> > {
   361       typedef MaxCardinalitySearch< Digraph, CapacityMap,
   362                                     DefHeapTraits<H, CR> > Create;
   363     };
   364 
   365     template <class H, class CR>
   366     struct DefStandardHeapTraits : public Traits {
   367       typedef CR HeapCrossRef;
   368       typedef H Heap;
   369       static HeapCrossRef *createHeapCrossRef(const Digraph &digraph) {
   370         return new HeapCrossRef(digraph);
   371       }
   372       static Heap *createHeap(HeapCrossRef &crossref) {
   373         return new Heap(crossref);
   374       }
   375     };
   376 
   377     /// \brief \ref named-templ-param "Named parameter" for setting heap and
   378     /// cross reference type with automatic allocation
   379     ///
   380     /// \ref named-templ-param "Named parameter" for setting heap and cross
   381     /// reference type. It can allocate the heap and the cross reference
   382     /// object if the cross reference's constructor waits for the digraph as
   383     /// parameter and the heap's constructor waits for the cross reference.
   384     template <class H, class CR = typename Digraph::template NodeMap<int> >
   385     struct SetStandardHeap
   386       : public MaxCardinalitySearch<Digraph, CapacityMap,
   387                                     DefStandardHeapTraits<H, CR> > {
   388       typedef MaxCardinalitySearch<Digraph, CapacityMap,
   389                                    DefStandardHeapTraits<H, CR> >
   390       Create;
   391     };
   392 
   393     ///@}
   394 
   395 
   396   protected:
   397 
   398     MaxCardinalitySearch() {}
   399 
   400   public:
   401 
   402     /// \brief Constructor.
   403     ///
   404     ///\param digraph the digraph the algorithm will run on.
   405     ///\param capacity the capacity map used by the algorithm.
   406     MaxCardinalitySearch(const Digraph& digraph,
   407                          const CapacityMap& capacity) :
   408       _graph(&digraph),
   409       _capacity(&capacity), local_capacity(false),
   410       _cardinality(0), local_cardinality(false),
   411       _processed(0), local_processed(false),
   412       _heap_cross_ref(0), local_heap_cross_ref(false),
   413       _heap(0), local_heap(false)
   414     { }
   415 
   416     /// \brief Constructor.
   417     ///
   418     ///\param digraph the digraph the algorithm will run on.
   419     ///
   420     ///A constant 1 capacity map will be allocated.
   421     MaxCardinalitySearch(const Digraph& digraph) :
   422       _graph(&digraph),
   423       _capacity(0), local_capacity(false),
   424       _cardinality(0), local_cardinality(false),
   425       _processed(0), local_processed(false),
   426       _heap_cross_ref(0), local_heap_cross_ref(false),
   427       _heap(0), local_heap(false)
   428     { }
   429 
   430     /// \brief Destructor.
   431     ~MaxCardinalitySearch() {
   432       if(local_capacity) delete _capacity;
   433       if(local_cardinality) delete _cardinality;
   434       if(local_processed) delete _processed;
   435       if(local_heap_cross_ref) delete _heap_cross_ref;
   436       if(local_heap) delete _heap;
   437     }
   438 
   439     /// \brief Sets the capacity map.
   440     ///
   441     /// Sets the capacity map.
   442     /// \return <tt> (*this) </tt>
   443     MaxCardinalitySearch &capacityMap(const CapacityMap &m) {
   444       if (local_capacity) {
   445         delete _capacity;
   446         local_capacity=false;
   447       }
   448       _capacity=&m;
   449       return *this;
   450     }
   451 
   452     /// \brief Returns a const reference to the capacity map.
   453     ///
   454     /// Returns a const reference to the capacity map used by
   455     /// the algorithm.
   456     const CapacityMap &capacityMap() const {
   457       return *_capacity;
   458     }
   459 
   460     /// \brief Sets the map storing the cardinalities calculated by the
   461     /// algorithm.
   462     ///
   463     /// Sets the map storing the cardinalities calculated by the algorithm.
   464     /// If you don't use this function before calling \ref run(),
   465     /// it will allocate one. The destuctor deallocates this
   466     /// automatically allocated map, of course.
   467     /// \return <tt> (*this) </tt>
   468     MaxCardinalitySearch &cardinalityMap(CardinalityMap &m) {
   469       if(local_cardinality) {
   470         delete _cardinality;
   471         local_cardinality=false;
   472       }
   473       _cardinality = &m;
   474       return *this;
   475     }
   476 
   477     /// \brief Sets the map storing the processed nodes.
   478     ///
   479     /// Sets the map storing the processed nodes.
   480     /// If you don't use this function before calling \ref run(),
   481     /// it will allocate one. The destuctor deallocates this
   482     /// automatically allocated map, of course.
   483     /// \return <tt> (*this) </tt>
   484     MaxCardinalitySearch &processedMap(ProcessedMap &m)
   485     {
   486       if(local_processed) {
   487         delete _processed;
   488         local_processed=false;
   489       }
   490       _processed = &m;
   491       return *this;
   492     }
   493 
   494     /// \brief Returns a const reference to the cardinality map.
   495     ///
   496     /// Returns a const reference to the cardinality map used by
   497     /// the algorithm.
   498     const ProcessedMap &processedMap() const {
   499       return *_processed;
   500     }
   501 
   502     /// \brief Sets the heap and the cross reference used by algorithm.
   503     ///
   504     /// Sets the heap and the cross reference used by algorithm.
   505     /// If you don't use this function before calling \ref run(),
   506     /// it will allocate one. The destuctor deallocates this
   507     /// automatically allocated map, of course.
   508     /// \return <tt> (*this) </tt>
   509     MaxCardinalitySearch &heap(Heap& hp, HeapCrossRef &cr) {
   510       if(local_heap_cross_ref) {
   511         delete _heap_cross_ref;
   512         local_heap_cross_ref = false;
   513       }
   514       _heap_cross_ref = &cr;
   515       if(local_heap) {
   516         delete _heap;
   517         local_heap = false;
   518       }
   519       _heap = &hp;
   520       return *this;
   521     }
   522 
   523     /// \brief Returns a const reference to the heap.
   524     ///
   525     /// Returns a const reference to the heap used by
   526     /// the algorithm.
   527     const Heap &heap() const {
   528       return *_heap;
   529     }
   530 
   531     /// \brief Returns a const reference to the cross reference.
   532     ///
   533     /// Returns a const reference to the cross reference
   534     /// of the heap.
   535     const HeapCrossRef &heapCrossRef() const {
   536       return *_heap_cross_ref;
   537     }
   538 
   539   private:
   540 
   541     typedef typename Digraph::Node Node;
   542     typedef typename Digraph::NodeIt NodeIt;
   543     typedef typename Digraph::Arc Arc;
   544     typedef typename Digraph::InArcIt InArcIt;
   545 
   546     void create_maps() {
   547       if(!_capacity) {
   548         local_capacity = true;
   549         _capacity = Traits::createCapacityMap(*_graph);
   550       }
   551       if(!_cardinality) {
   552         local_cardinality = true;
   553         _cardinality = Traits::createCardinalityMap(*_graph);
   554       }
   555       if(!_processed) {
   556         local_processed = true;
   557         _processed = Traits::createProcessedMap(*_graph);
   558       }
   559       if (!_heap_cross_ref) {
   560         local_heap_cross_ref = true;
   561         _heap_cross_ref = Traits::createHeapCrossRef(*_graph);
   562       }
   563       if (!_heap) {
   564         local_heap = true;
   565         _heap = Traits::createHeap(*_heap_cross_ref);
   566       }
   567     }
   568 
   569     void finalizeNodeData(Node node, Value capacity) {
   570       _processed->set(node, true);
   571       _cardinality->set(node, capacity);
   572     }
   573 
   574   public:
   575     /// \name Execution control
   576     /// The simplest way to execute the algorithm is to use
   577     /// one of the member functions called \ref run().
   578     /// \n
   579     /// If you need more control on the execution,
   580     /// first you must call \ref init(), then you can add several source nodes
   581     /// with \ref addSource().
   582     /// Finally \ref start() will perform the computation.
   583 
   584     ///@{
   585 
   586     /// \brief Initializes the internal data structures.
   587     ///
   588     /// Initializes the internal data structures, and clears the heap.
   589     void init() {
   590       create_maps();
   591       _heap->clear();
   592       for (NodeIt it(*_graph) ; it != INVALID ; ++it) {
   593         _processed->set(it, false);
   594         _heap_cross_ref->set(it, Heap::PRE_HEAP);
   595       }
   596     }
   597 
   598     /// \brief Adds a new source node.
   599     ///
   600     /// Adds a new source node to the priority heap.
   601     ///
   602     /// It checks if the node has not yet been added to the heap.
   603     void addSource(Node source, Value capacity = 0) {
   604       if(_heap->state(source) == Heap::PRE_HEAP) {
   605         _heap->push(source, capacity);
   606       }
   607     }
   608 
   609     /// \brief Processes the next node in the priority heap
   610     ///
   611     /// Processes the next node in the priority heap.
   612     ///
   613     /// \return The processed node.
   614     ///
   615     /// \warning The priority heap must not be empty!
   616     Node processNextNode() {
   617       Node node = _heap->top();
   618       finalizeNodeData(node, _heap->prio());
   619       _heap->pop();
   620 
   621       for (InArcIt it(*_graph, node); it != INVALID; ++it) {
   622         Node source = _graph->source(it);
   623         switch (_heap->state(source)) {
   624         case Heap::PRE_HEAP:
   625           _heap->push(source, (*_capacity)[it]);
   626           break;
   627         case Heap::IN_HEAP:
   628           _heap->decrease(source, (*_heap)[source] + (*_capacity)[it]);
   629           break;
   630         case Heap::POST_HEAP:
   631           break;
   632         }
   633       }
   634       return node;
   635     }
   636 
   637     /// \brief Next node to be processed.
   638     ///
   639     /// Next node to be processed.
   640     ///
   641     /// \return The next node to be processed or INVALID if the
   642     /// priority heap is empty.
   643     Node nextNode() {
   644       return !_heap->empty() ? _heap->top() : INVALID;
   645     }
   646 
   647     /// \brief Returns \c false if there are nodes
   648     /// to be processed in the priority heap
   649     ///
   650     /// Returns \c false if there are nodes
   651     /// to be processed in the priority heap
   652     bool emptyQueue() { return _heap->empty(); }
   653     /// \brief Returns the number of the nodes to be processed
   654     /// in the priority heap
   655     ///
   656     /// Returns the number of the nodes to be processed in the priority heap
   657     int emptySize() { return _heap->size(); }
   658 
   659     /// \brief Executes the algorithm.
   660     ///
   661     /// Executes the algorithm.
   662     ///
   663     ///\pre init() must be called and at least one node should be added
   664     /// with addSource() before using this function.
   665     ///
   666     /// This method runs the Maximum Cardinality Search algorithm from the
   667     /// source node(s).
   668     void start() {
   669       while ( !_heap->empty() ) processNextNode();
   670     }
   671 
   672     /// \brief Executes the algorithm until \c dest is reached.
   673     ///
   674     /// Executes the algorithm until \c dest is reached.
   675     ///
   676     /// \pre init() must be called and at least one node should be added
   677     /// with addSource() before using this function.
   678     ///
   679     /// This method runs the %MaxCardinalitySearch algorithm from the source
   680     /// nodes.
   681     void start(Node dest) {
   682       while ( !_heap->empty() && _heap->top()!=dest ) processNextNode();
   683       if ( !_heap->empty() ) finalizeNodeData(_heap->top(), _heap->prio());
   684     }
   685 
   686     /// \brief Executes the algorithm until a condition is met.
   687     ///
   688     /// Executes the algorithm until a condition is met.
   689     ///
   690     /// \pre init() must be called and at least one node should be added
   691     /// with addSource() before using this function.
   692     ///
   693     /// \param nm must be a bool (or convertible) node map. The algorithm
   694     /// will stop when it reaches a node \c v with <tt>nm[v]==true</tt>.
   695     template <typename NodeBoolMap>
   696     void start(const NodeBoolMap &nm) {
   697       while ( !_heap->empty() && !nm[_heap->top()] ) processNextNode();
   698       if ( !_heap->empty() ) finalizeNodeData(_heap->top(),_heap->prio());
   699     }
   700 
   701     /// \brief Runs the maximum cardinality search algorithm from node \c s.
   702     ///
   703     /// This method runs the %MaxCardinalitySearch algorithm from a root
   704     /// node \c s.
   705     ///
   706     ///\note d.run(s) is just a shortcut of the following code.
   707     ///\code
   708     ///  d.init();
   709     ///  d.addSource(s);
   710     ///  d.start();
   711     ///\endcode
   712     void run(Node s) {
   713       init();
   714       addSource(s);
   715       start();
   716     }
   717 
   718     /// \brief Runs the maximum cardinality search algorithm for the
   719     /// whole digraph.
   720     ///
   721     /// This method runs the %MaxCardinalitySearch algorithm from all
   722     /// unprocessed node of the digraph.
   723     ///
   724     ///\note d.run(s) is just a shortcut of the following code.
   725     ///\code
   726     ///  d.init();
   727     ///  for (NodeIt it(digraph); it != INVALID; ++it) {
   728     ///    if (!d.reached(it)) {
   729     ///      d.addSource(s);
   730     ///      d.start();
   731     ///    }
   732     ///  }
   733     ///\endcode
   734     void run() {
   735       init();
   736       for (NodeIt it(*_graph); it != INVALID; ++it) {
   737         if (!reached(it)) {
   738           addSource(it);
   739           start();
   740         }
   741       }
   742     }
   743 
   744     ///@}
   745 
   746     /// \name Query Functions
   747     /// The results of the maximum cardinality search algorithm can be
   748     /// obtained using these functions.
   749     /// \n
   750     /// Before the use of these functions, either run() or start() must be
   751     /// called.
   752 
   753     ///@{
   754 
   755     /// \brief The cardinality of a node.
   756     ///
   757     /// Returns the cardinality of a node.
   758     /// \pre \ref run() must be called before using this function.
   759     /// \warning If node \c v in unreachable from the root the return value
   760     /// of this funcion is undefined.
   761     Value cardinality(Node node) const { return (*_cardinality)[node]; }
   762 
   763     /// \brief The current cardinality of a node.
   764     ///
   765     /// Returns the current cardinality of a node.
   766     /// \pre the given node should be reached but not processed
   767     Value currentCardinality(Node node) const { return (*_heap)[node]; }
   768 
   769     /// \brief Returns a reference to the NodeMap of cardinalities.
   770     ///
   771     /// Returns a reference to the NodeMap of cardinalities. \pre \ref run()
   772     /// must be called before using this function.
   773     const CardinalityMap &cardinalityMap() const { return *_cardinality;}
   774 
   775     /// \brief Checks if a node is reachable from the root.
   776     ///
   777     /// Returns \c true if \c v is reachable from the root.
   778     /// \warning The source nodes are initated as unreached.
   779     /// \pre \ref run() must be called before using this function.
   780     bool reached(Node v) { return (*_heap_cross_ref)[v] != Heap::PRE_HEAP; }
   781 
   782     /// \brief Checks if a node is processed.
   783     ///
   784     /// Returns \c true if \c v is processed, i.e. the shortest
   785     /// path to \c v has already found.
   786     /// \pre \ref run() must be called before using this function.
   787     bool processed(Node v) { return (*_heap_cross_ref)[v] == Heap::POST_HEAP; }
   788 
   789     ///@}
   790   };
   791 
   792 }
   793 
   794 #endif