Merge
authorAlpar Juttner <alpar@cs.elte.hu>
Fri, 25 Sep 2009 09:33:09 +0200
changeset 766ba79e8d64448
parent 765 703ebf476a1d
parent 764 684964884a2e
child 773 3fc2a801c39e
Merge
     1.1 --- a/doc/groups.dox	Thu Aug 20 20:34:30 2009 +0200
     1.2 +++ b/doc/groups.dox	Fri Sep 25 09:33:09 2009 +0200
     1.3 @@ -226,14 +226,6 @@
     1.4  */
     1.5  
     1.6  /**
     1.7 -@defgroup matrices Matrices
     1.8 -@ingroup datas
     1.9 -\brief Two dimensional data storages implemented in LEMON.
    1.10 -
    1.11 -This group contains two dimensional data storages implemented in LEMON.
    1.12 -*/
    1.13 -
    1.14 -/**
    1.15  @defgroup paths Path Structures
    1.16  @ingroup datas
    1.17  \brief %Path structures implemented in LEMON.
    1.18 @@ -246,7 +238,36 @@
    1.19  efficient to have e.g. the Dijkstra algorithm to store its result in
    1.20  any kind of path structure.
    1.21  
    1.22 -\sa lemon::concepts::Path
    1.23 +\sa \ref concepts::Path "Path concept"
    1.24 +*/
    1.25 +
    1.26 +/**
    1.27 +@defgroup heaps Heap Structures
    1.28 +@ingroup datas
    1.29 +\brief %Heap structures implemented in LEMON.
    1.30 +
    1.31 +This group contains the heap structures implemented in LEMON.
    1.32 +
    1.33 +LEMON provides several heap classes. They are efficient implementations
    1.34 +of the abstract data type \e priority \e queue. They store items with
    1.35 +specified values called \e priorities in such a way that finding and
    1.36 +removing the item with minimum priority are efficient.
    1.37 +The basic operations are adding and erasing items, changing the priority
    1.38 +of an item, etc.
    1.39 +
    1.40 +Heaps are crucial in several algorithms, such as Dijkstra and Prim.
    1.41 +The heap implementations have the same interface, thus any of them can be
    1.42 +used easily in such algorithms.
    1.43 +
    1.44 +\sa \ref concepts::Heap "Heap concept"
    1.45 +*/
    1.46 +
    1.47 +/**
    1.48 +@defgroup matrices Matrices
    1.49 +@ingroup datas
    1.50 +\brief Two dimensional data storages implemented in LEMON.
    1.51 +
    1.52 +This group contains two dimensional data storages implemented in LEMON.
    1.53  */
    1.54  
    1.55  /**
    1.56 @@ -259,6 +280,28 @@
    1.57  */
    1.58  
    1.59  /**
    1.60 +@defgroup geomdat Geometric Data Structures
    1.61 +@ingroup auxdat
    1.62 +\brief Geometric data structures implemented in LEMON.
    1.63 +
    1.64 +This group contains geometric data structures implemented in LEMON.
    1.65 +
    1.66 + - \ref lemon::dim2::Point "dim2::Point" implements a two dimensional
    1.67 +   vector with the usual operations.
    1.68 + - \ref lemon::dim2::Box "dim2::Box" can be used to determine the
    1.69 +   rectangular bounding box of a set of \ref lemon::dim2::Point
    1.70 +   "dim2::Point"'s.
    1.71 +*/
    1.72 +
    1.73 +/**
    1.74 +@defgroup matrices Matrices
    1.75 +@ingroup auxdat
    1.76 +\brief Two dimensional data storages implemented in LEMON.
    1.77 +
    1.78 +This group contains two dimensional data storages implemented in LEMON.
    1.79 +*/
    1.80 +
    1.81 +/**
    1.82  @defgroup algs Algorithms
    1.83  \brief This group contains the several algorithms
    1.84  implemented in LEMON.
    1.85 @@ -298,6 +341,15 @@
    1.86  */
    1.87  
    1.88  /**
    1.89 +@defgroup spantree Minimum Spanning Tree Algorithms
    1.90 +@ingroup algs
    1.91 +\brief Algorithms for finding minimum cost spanning trees and arborescences.
    1.92 +
    1.93 +This group contains the algorithms for finding minimum cost spanning
    1.94 +trees and arborescences.
    1.95 +*/
    1.96 +
    1.97 +/**
    1.98  @defgroup max_flow Maximum Flow Algorithms
    1.99  @ingroup algs
   1.100  \brief Algorithms for finding maximum flows.
   1.101 @@ -375,7 +427,7 @@
   1.102  cut is the \f$X\f$ solution of the next optimization problem:
   1.103  
   1.104  \f[ \min_{X \subset V, X\not\in \{\emptyset, V\}}
   1.105 -    \sum_{uv\in A, u\in X, v\not\in X}cap(uv) \f]
   1.106 +    \sum_{uv\in A: u\in X, v\not\in X}cap(uv) \f]
   1.107  
   1.108  LEMON contains several algorithms related to minimum cut problems:
   1.109  
   1.110 @@ -391,30 +443,6 @@
   1.111  */
   1.112  
   1.113  /**
   1.114 -@defgroup graph_properties Connectivity and Other Graph Properties
   1.115 -@ingroup algs
   1.116 -\brief Algorithms for discovering the graph properties
   1.117 -
   1.118 -This group contains the algorithms for discovering the graph properties
   1.119 -like connectivity, bipartiteness, euler property, simplicity etc.
   1.120 -
   1.121 -\image html edge_biconnected_components.png
   1.122 -\image latex edge_biconnected_components.eps "bi-edge-connected components" width=\textwidth
   1.123 -*/
   1.124 -
   1.125 -/**
   1.126 -@defgroup planar Planarity Embedding and Drawing
   1.127 -@ingroup algs
   1.128 -\brief Algorithms for planarity checking, embedding and drawing
   1.129 -
   1.130 -This group contains the algorithms for planarity checking,
   1.131 -embedding and drawing.
   1.132 -
   1.133 -\image html planar.png
   1.134 -\image latex planar.eps "Plane graph" width=\textwidth
   1.135 -*/
   1.136 -
   1.137 -/**
   1.138  @defgroup matching Matching Algorithms
   1.139  @ingroup algs
   1.140  \brief Algorithms for finding matchings in graphs and bipartite graphs.
   1.141 @@ -455,12 +483,36 @@
   1.142  */
   1.143  
   1.144  /**
   1.145 -@defgroup spantree Minimum Spanning Tree Algorithms
   1.146 +@defgroup graph_properties Connectivity and Other Graph Properties
   1.147  @ingroup algs
   1.148 -\brief Algorithms for finding minimum cost spanning trees and arborescences.
   1.149 +\brief Algorithms for discovering the graph properties
   1.150  
   1.151 -This group contains the algorithms for finding minimum cost spanning
   1.152 -trees and arborescences.
   1.153 +This group contains the algorithms for discovering the graph properties
   1.154 +like connectivity, bipartiteness, euler property, simplicity etc.
   1.155 +
   1.156 +\image html connected_components.png
   1.157 +\image latex connected_components.eps "Connected components" width=\textwidth
   1.158 +*/
   1.159 +
   1.160 +/**
   1.161 +@defgroup planar Planarity Embedding and Drawing
   1.162 +@ingroup algs
   1.163 +\brief Algorithms for planarity checking, embedding and drawing
   1.164 +
   1.165 +This group contains the algorithms for planarity checking,
   1.166 +embedding and drawing.
   1.167 +
   1.168 +\image html planar.png
   1.169 +\image latex planar.eps "Plane graph" width=\textwidth
   1.170 +*/
   1.171 +
   1.172 +/**
   1.173 +@defgroup approx Approximation Algorithms
   1.174 +@ingroup algs
   1.175 +\brief Approximation algorithms.
   1.176 +
   1.177 +This group contains the approximation and heuristic algorithms
   1.178 +implemented in LEMON.
   1.179  */
   1.180  
   1.181  /**
   1.182 @@ -473,15 +525,6 @@
   1.183  */
   1.184  
   1.185  /**
   1.186 -@defgroup approx Approximation Algorithms
   1.187 -@ingroup algs
   1.188 -\brief Approximation algorithms.
   1.189 -
   1.190 -This group contains the approximation and heuristic algorithms
   1.191 -implemented in LEMON.
   1.192 -*/
   1.193 -
   1.194 -/**
   1.195  @defgroup gen_opt_group General Optimization Tools
   1.196  \brief This group contains some general optimization frameworks
   1.197  implemented in LEMON.
   1.198 @@ -587,7 +630,7 @@
   1.199  */
   1.200  
   1.201  /**
   1.202 -@defgroup dimacs_group DIMACS format
   1.203 +@defgroup dimacs_group DIMACS Format
   1.204  @ingroup io_group
   1.205  \brief Read and write files in DIMACS format
   1.206  
   1.207 @@ -649,6 +692,15 @@
   1.208  */
   1.209  
   1.210  /**
   1.211 +@defgroup tools Standalone Utility Applications
   1.212 +
   1.213 +Some utility applications are listed here.
   1.214 +
   1.215 +The standard compilation procedure (<tt>./configure;make</tt>) will compile
   1.216 +them, as well.
   1.217 +*/
   1.218 +
   1.219 +/**
   1.220  \anchor demoprograms
   1.221  
   1.222  @defgroup demos Demo Programs
   1.223 @@ -660,13 +712,4 @@
   1.224  <tt>make check</tt> commands.
   1.225  */
   1.226  
   1.227 -/**
   1.228 -@defgroup tools Standalone Utility Applications
   1.229 -
   1.230 -Some utility applications are listed here.
   1.231 -
   1.232 -The standard compilation procedure (<tt>./configure;make</tt>) will compile
   1.233 -them, as well.
   1.234 -*/
   1.235 -
   1.236  }
     2.1 --- a/lemon/Makefile.am	Thu Aug 20 20:34:30 2009 +0200
     2.2 +++ b/lemon/Makefile.am	Fri Sep 25 09:33:09 2009 +0200
     2.3 @@ -57,8 +57,10 @@
     2.4  	lemon/adaptors.h \
     2.5  	lemon/arg_parser.h \
     2.6  	lemon/assert.h \
     2.7 +	lemon/bellman_ford.h \
     2.8  	lemon/bfs.h \
     2.9  	lemon/bin_heap.h \
    2.10 +	lemon/binom_heap.h \
    2.11  	lemon/bucket_heap.h \
    2.12  	lemon/cbc.h \
    2.13  	lemon/circulation.h \
    2.14 @@ -78,12 +80,14 @@
    2.15  	lemon/error.h \
    2.16  	lemon/euler.h \
    2.17  	lemon/fib_heap.h \
    2.18 +	lemon/fourary_heap.h \
    2.19  	lemon/full_graph.h \
    2.20  	lemon/glpk.h \
    2.21  	lemon/gomory_hu.h \
    2.22  	lemon/graph_to_eps.h \
    2.23  	lemon/grid_graph.h \
    2.24  	lemon/hypercube_graph.h \
    2.25 +	lemon/kary_heap.h \
    2.26  	lemon/kruskal.h \
    2.27  	lemon/hao_orlin.h \
    2.28  	lemon/lgf_reader.h \
    2.29 @@ -92,13 +96,13 @@
    2.30  	lemon/lp.h \
    2.31  	lemon/lp_base.h \
    2.32  	lemon/lp_skeleton.h \
    2.33 -	lemon/list_graph.h \
    2.34  	lemon/maps.h \
    2.35  	lemon/matching.h \
    2.36  	lemon/math.h \
    2.37  	lemon/min_cost_arborescence.h \
    2.38  	lemon/nauty_reader.h \
    2.39  	lemon/network_simplex.h \
    2.40 +	lemon/pairing_heap.h \
    2.41  	lemon/path.h \
    2.42  	lemon/preflow.h \
    2.43  	lemon/radix_heap.h \
     3.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     3.2 +++ b/lemon/bellman_ford.h	Fri Sep 25 09:33:09 2009 +0200
     3.3 @@ -0,0 +1,1100 @@
     3.4 +/* -*- C++ -*-
     3.5 + *
     3.6 + * This file is a part of LEMON, a generic C++ optimization library
     3.7 + *
     3.8 + * Copyright (C) 2003-2008
     3.9 + * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
    3.10 + * (Egervary Research Group on Combinatorial Optimization, EGRES).
    3.11 + *
    3.12 + * Permission to use, modify and distribute this software is granted
    3.13 + * provided that this copyright notice appears in all copies. For
    3.14 + * precise terms see the accompanying LICENSE file.
    3.15 + *
    3.16 + * This software is provided "AS IS" with no warranty of any kind,
    3.17 + * express or implied, and with no claim as to its suitability for any
    3.18 + * purpose.
    3.19 + *
    3.20 + */
    3.21 +
    3.22 +#ifndef LEMON_BELLMAN_FORD_H
    3.23 +#define LEMON_BELLMAN_FORD_H
    3.24 +
    3.25 +/// \ingroup shortest_path
    3.26 +/// \file
    3.27 +/// \brief Bellman-Ford algorithm.
    3.28 +
    3.29 +#include <lemon/bits/path_dump.h>
    3.30 +#include <lemon/core.h>
    3.31 +#include <lemon/error.h>
    3.32 +#include <lemon/maps.h>
    3.33 +#include <lemon/path.h>
    3.34 +
    3.35 +#include <limits>
    3.36 +
    3.37 +namespace lemon {
    3.38 +
    3.39 +  /// \brief Default OperationTraits for the BellmanFord algorithm class.
    3.40 +  ///  
    3.41 +  /// This operation traits class defines all computational operations
    3.42 +  /// and constants that are used in the Bellman-Ford algorithm.
    3.43 +  /// The default implementation is based on the \c numeric_limits class.
    3.44 +  /// If the numeric type does not have infinity value, then the maximum
    3.45 +  /// value is used as extremal infinity value.
    3.46 +  template <
    3.47 +    typename V, 
    3.48 +    bool has_inf = std::numeric_limits<V>::has_infinity>
    3.49 +  struct BellmanFordDefaultOperationTraits {
    3.50 +    /// \e
    3.51 +    typedef V Value;
    3.52 +    /// \brief Gives back the zero value of the type.
    3.53 +    static Value zero() {
    3.54 +      return static_cast<Value>(0);
    3.55 +    }
    3.56 +    /// \brief Gives back the positive infinity value of the type.
    3.57 +    static Value infinity() {
    3.58 +      return std::numeric_limits<Value>::infinity();
    3.59 +    }
    3.60 +    /// \brief Gives back the sum of the given two elements.
    3.61 +    static Value plus(const Value& left, const Value& right) {
    3.62 +      return left + right;
    3.63 +    }
    3.64 +    /// \brief Gives back \c true only if the first value is less than
    3.65 +    /// the second.
    3.66 +    static bool less(const Value& left, const Value& right) {
    3.67 +      return left < right;
    3.68 +    }
    3.69 +  };
    3.70 +
    3.71 +  template <typename V>
    3.72 +  struct BellmanFordDefaultOperationTraits<V, false> {
    3.73 +    typedef V Value;
    3.74 +    static Value zero() {
    3.75 +      return static_cast<Value>(0);
    3.76 +    }
    3.77 +    static Value infinity() {
    3.78 +      return std::numeric_limits<Value>::max();
    3.79 +    }
    3.80 +    static Value plus(const Value& left, const Value& right) {
    3.81 +      if (left == infinity() || right == infinity()) return infinity();
    3.82 +      return left + right;
    3.83 +    }
    3.84 +    static bool less(const Value& left, const Value& right) {
    3.85 +      return left < right;
    3.86 +    }
    3.87 +  };
    3.88 +  
    3.89 +  /// \brief Default traits class of BellmanFord class.
    3.90 +  ///
    3.91 +  /// Default traits class of BellmanFord class.
    3.92 +  /// \param GR The type of the digraph.
    3.93 +  /// \param LEN The type of the length map.
    3.94 +  template<typename GR, typename LEN>
    3.95 +  struct BellmanFordDefaultTraits {
    3.96 +    /// The type of the digraph the algorithm runs on. 
    3.97 +    typedef GR Digraph;
    3.98 +
    3.99 +    /// \brief The type of the map that stores the arc lengths.
   3.100 +    ///
   3.101 +    /// The type of the map that stores the arc lengths.
   3.102 +    /// It must conform to the \ref concepts::ReadMap "ReadMap" concept.
   3.103 +    typedef LEN LengthMap;
   3.104 +
   3.105 +    /// The type of the arc lengths.
   3.106 +    typedef typename LEN::Value Value;
   3.107 +
   3.108 +    /// \brief Operation traits for Bellman-Ford algorithm.
   3.109 +    ///
   3.110 +    /// It defines the used operations and the infinity value for the
   3.111 +    /// given \c Value type.
   3.112 +    /// \see BellmanFordDefaultOperationTraits
   3.113 +    typedef BellmanFordDefaultOperationTraits<Value> OperationTraits;
   3.114 + 
   3.115 +    /// \brief The type of the map that stores the last arcs of the 
   3.116 +    /// shortest paths.
   3.117 +    /// 
   3.118 +    /// The type of the map that stores the last
   3.119 +    /// arcs of the shortest paths.
   3.120 +    /// It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   3.121 +    typedef typename GR::template NodeMap<typename GR::Arc> PredMap;
   3.122 +
   3.123 +    /// \brief Instantiates a \c PredMap.
   3.124 +    /// 
   3.125 +    /// This function instantiates a \ref PredMap. 
   3.126 +    /// \param g is the digraph to which we would like to define the
   3.127 +    /// \ref PredMap.
   3.128 +    static PredMap *createPredMap(const GR& g) {
   3.129 +      return new PredMap(g);
   3.130 +    }
   3.131 +
   3.132 +    /// \brief The type of the map that stores the distances of the nodes.
   3.133 +    ///
   3.134 +    /// The type of the map that stores the distances of the nodes.
   3.135 +    /// It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   3.136 +    typedef typename GR::template NodeMap<typename LEN::Value> DistMap;
   3.137 +
   3.138 +    /// \brief Instantiates a \c DistMap.
   3.139 +    ///
   3.140 +    /// This function instantiates a \ref DistMap. 
   3.141 +    /// \param g is the digraph to which we would like to define the 
   3.142 +    /// \ref DistMap.
   3.143 +    static DistMap *createDistMap(const GR& g) {
   3.144 +      return new DistMap(g);
   3.145 +    }
   3.146 +
   3.147 +  };
   3.148 +  
   3.149 +  /// \brief %BellmanFord algorithm class.
   3.150 +  ///
   3.151 +  /// \ingroup shortest_path
   3.152 +  /// This class provides an efficient implementation of the Bellman-Ford 
   3.153 +  /// algorithm. The maximum time complexity of the algorithm is
   3.154 +  /// <tt>O(ne)</tt>.
   3.155 +  ///
   3.156 +  /// The Bellman-Ford algorithm solves the single-source shortest path
   3.157 +  /// problem when the arcs can have negative lengths, but the digraph
   3.158 +  /// should not contain directed cycles with negative total length.
   3.159 +  /// If all arc costs are non-negative, consider to use the Dijkstra
   3.160 +  /// algorithm instead, since it is more efficient.
   3.161 +  ///
   3.162 +  /// The arc lengths are passed to the algorithm using a
   3.163 +  /// \ref concepts::ReadMap "ReadMap", so it is easy to change it to any 
   3.164 +  /// kind of length. The type of the length values is determined by the
   3.165 +  /// \ref concepts::ReadMap::Value "Value" type of the length map.
   3.166 +  ///
   3.167 +  /// There is also a \ref bellmanFord() "function-type interface" for the
   3.168 +  /// Bellman-Ford algorithm, which is convenient in the simplier cases and
   3.169 +  /// it can be used easier.
   3.170 +  ///
   3.171 +  /// \tparam GR The type of the digraph the algorithm runs on.
   3.172 +  /// The default type is \ref ListDigraph.
   3.173 +  /// \tparam LEN A \ref concepts::ReadMap "readable" arc map that specifies
   3.174 +  /// the lengths of the arcs. The default map type is
   3.175 +  /// \ref concepts::Digraph::ArcMap "GR::ArcMap<int>".
   3.176 +#ifdef DOXYGEN
   3.177 +  template <typename GR, typename LEN, typename TR>
   3.178 +#else
   3.179 +  template <typename GR=ListDigraph,
   3.180 +            typename LEN=typename GR::template ArcMap<int>,
   3.181 +            typename TR=BellmanFordDefaultTraits<GR,LEN> >
   3.182 +#endif
   3.183 +  class BellmanFord {
   3.184 +  public:
   3.185 +
   3.186 +    ///The type of the underlying digraph.
   3.187 +    typedef typename TR::Digraph Digraph;
   3.188 +    
   3.189 +    /// \brief The type of the arc lengths.
   3.190 +    typedef typename TR::LengthMap::Value Value;
   3.191 +    /// \brief The type of the map that stores the arc lengths.
   3.192 +    typedef typename TR::LengthMap LengthMap;
   3.193 +    /// \brief The type of the map that stores the last
   3.194 +    /// arcs of the shortest paths.
   3.195 +    typedef typename TR::PredMap PredMap;
   3.196 +    /// \brief The type of the map that stores the distances of the nodes.
   3.197 +    typedef typename TR::DistMap DistMap;
   3.198 +    /// The type of the paths.
   3.199 +    typedef PredMapPath<Digraph, PredMap> Path;
   3.200 +    ///\brief The \ref BellmanFordDefaultOperationTraits
   3.201 +    /// "operation traits class" of the algorithm.
   3.202 +    typedef typename TR::OperationTraits OperationTraits;
   3.203 +
   3.204 +    ///The \ref BellmanFordDefaultTraits "traits class" of the algorithm.
   3.205 +    typedef TR Traits;
   3.206 +
   3.207 +  private:
   3.208 +
   3.209 +    typedef typename Digraph::Node Node;
   3.210 +    typedef typename Digraph::NodeIt NodeIt;
   3.211 +    typedef typename Digraph::Arc Arc;
   3.212 +    typedef typename Digraph::OutArcIt OutArcIt;
   3.213 +
   3.214 +    // Pointer to the underlying digraph.
   3.215 +    const Digraph *_gr;
   3.216 +    // Pointer to the length map
   3.217 +    const LengthMap *_length;
   3.218 +    // Pointer to the map of predecessors arcs.
   3.219 +    PredMap *_pred;
   3.220 +    // Indicates if _pred is locally allocated (true) or not.
   3.221 +    bool _local_pred;
   3.222 +    // Pointer to the map of distances.
   3.223 +    DistMap *_dist;
   3.224 +    // Indicates if _dist is locally allocated (true) or not.
   3.225 +    bool _local_dist;
   3.226 +
   3.227 +    typedef typename Digraph::template NodeMap<bool> MaskMap;
   3.228 +    MaskMap *_mask;
   3.229 +
   3.230 +    std::vector<Node> _process;
   3.231 +
   3.232 +    // Creates the maps if necessary.
   3.233 +    void create_maps() {
   3.234 +      if(!_pred) {
   3.235 +	_local_pred = true;
   3.236 +	_pred = Traits::createPredMap(*_gr);
   3.237 +      }
   3.238 +      if(!_dist) {
   3.239 +	_local_dist = true;
   3.240 +	_dist = Traits::createDistMap(*_gr);
   3.241 +      }
   3.242 +      _mask = new MaskMap(*_gr, false);
   3.243 +    }
   3.244 +    
   3.245 +  public :
   3.246 + 
   3.247 +    typedef BellmanFord Create;
   3.248 +
   3.249 +    /// \name Named Template Parameters
   3.250 +
   3.251 +    ///@{
   3.252 +
   3.253 +    template <class T>
   3.254 +    struct SetPredMapTraits : public Traits {
   3.255 +      typedef T PredMap;
   3.256 +      static PredMap *createPredMap(const Digraph&) {
   3.257 +        LEMON_ASSERT(false, "PredMap is not initialized");
   3.258 +        return 0; // ignore warnings
   3.259 +      }
   3.260 +    };
   3.261 +
   3.262 +    /// \brief \ref named-templ-param "Named parameter" for setting
   3.263 +    /// \c PredMap type.
   3.264 +    ///
   3.265 +    /// \ref named-templ-param "Named parameter" for setting
   3.266 +    /// \c PredMap type.
   3.267 +    /// It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   3.268 +    template <class T>
   3.269 +    struct SetPredMap 
   3.270 +      : public BellmanFord< Digraph, LengthMap, SetPredMapTraits<T> > {
   3.271 +      typedef BellmanFord< Digraph, LengthMap, SetPredMapTraits<T> > Create;
   3.272 +    };
   3.273 +    
   3.274 +    template <class T>
   3.275 +    struct SetDistMapTraits : public Traits {
   3.276 +      typedef T DistMap;
   3.277 +      static DistMap *createDistMap(const Digraph&) {
   3.278 +        LEMON_ASSERT(false, "DistMap is not initialized");
   3.279 +        return 0; // ignore warnings
   3.280 +      }
   3.281 +    };
   3.282 +
   3.283 +    /// \brief \ref named-templ-param "Named parameter" for setting
   3.284 +    /// \c DistMap type.
   3.285 +    ///
   3.286 +    /// \ref named-templ-param "Named parameter" for setting
   3.287 +    /// \c DistMap type.
   3.288 +    /// It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   3.289 +    template <class T>
   3.290 +    struct SetDistMap 
   3.291 +      : public BellmanFord< Digraph, LengthMap, SetDistMapTraits<T> > {
   3.292 +      typedef BellmanFord< Digraph, LengthMap, SetDistMapTraits<T> > Create;
   3.293 +    };
   3.294 +
   3.295 +    template <class T>
   3.296 +    struct SetOperationTraitsTraits : public Traits {
   3.297 +      typedef T OperationTraits;
   3.298 +    };
   3.299 +    
   3.300 +    /// \brief \ref named-templ-param "Named parameter" for setting 
   3.301 +    /// \c OperationTraits type.
   3.302 +    ///
   3.303 +    /// \ref named-templ-param "Named parameter" for setting
   3.304 +    /// \c OperationTraits type.
   3.305 +    /// For more information see \ref BellmanFordDefaultOperationTraits.
   3.306 +    template <class T>
   3.307 +    struct SetOperationTraits
   3.308 +      : public BellmanFord< Digraph, LengthMap, SetOperationTraitsTraits<T> > {
   3.309 +      typedef BellmanFord< Digraph, LengthMap, SetOperationTraitsTraits<T> >
   3.310 +      Create;
   3.311 +    };
   3.312 +    
   3.313 +    ///@}
   3.314 +
   3.315 +  protected:
   3.316 +    
   3.317 +    BellmanFord() {}
   3.318 +
   3.319 +  public:      
   3.320 +    
   3.321 +    /// \brief Constructor.
   3.322 +    ///
   3.323 +    /// Constructor.
   3.324 +    /// \param g The digraph the algorithm runs on.
   3.325 +    /// \param length The length map used by the algorithm.
   3.326 +    BellmanFord(const Digraph& g, const LengthMap& length) :
   3.327 +      _gr(&g), _length(&length),
   3.328 +      _pred(0), _local_pred(false),
   3.329 +      _dist(0), _local_dist(false), _mask(0) {}
   3.330 +    
   3.331 +    ///Destructor.
   3.332 +    ~BellmanFord() {
   3.333 +      if(_local_pred) delete _pred;
   3.334 +      if(_local_dist) delete _dist;
   3.335 +      if(_mask) delete _mask;
   3.336 +    }
   3.337 +
   3.338 +    /// \brief Sets the length map.
   3.339 +    ///
   3.340 +    /// Sets the length map.
   3.341 +    /// \return <tt>(*this)</tt>
   3.342 +    BellmanFord &lengthMap(const LengthMap &map) {
   3.343 +      _length = &map;
   3.344 +      return *this;
   3.345 +    }
   3.346 +
   3.347 +    /// \brief Sets the map that stores the predecessor arcs.
   3.348 +    ///
   3.349 +    /// Sets the map that stores the predecessor arcs.
   3.350 +    /// If you don't use this function before calling \ref run()
   3.351 +    /// or \ref init(), an instance will be allocated automatically.
   3.352 +    /// The destructor deallocates this automatically allocated map,
   3.353 +    /// of course.
   3.354 +    /// \return <tt>(*this)</tt>
   3.355 +    BellmanFord &predMap(PredMap &map) {
   3.356 +      if(_local_pred) {
   3.357 +	delete _pred;
   3.358 +	_local_pred=false;
   3.359 +      }
   3.360 +      _pred = &map;
   3.361 +      return *this;
   3.362 +    }
   3.363 +
   3.364 +    /// \brief Sets the map that stores the distances of the nodes.
   3.365 +    ///
   3.366 +    /// Sets the map that stores the distances of the nodes calculated
   3.367 +    /// by the algorithm.
   3.368 +    /// If you don't use this function before calling \ref run()
   3.369 +    /// or \ref init(), an instance will be allocated automatically.
   3.370 +    /// The destructor deallocates this automatically allocated map,
   3.371 +    /// of course.
   3.372 +    /// \return <tt>(*this)</tt>
   3.373 +    BellmanFord &distMap(DistMap &map) {
   3.374 +      if(_local_dist) {
   3.375 +	delete _dist;
   3.376 +	_local_dist=false;
   3.377 +      }
   3.378 +      _dist = &map;
   3.379 +      return *this;
   3.380 +    }
   3.381 +
   3.382 +    /// \name Execution Control
   3.383 +    /// The simplest way to execute the Bellman-Ford algorithm is to use
   3.384 +    /// one of the member functions called \ref run().\n
   3.385 +    /// If you need better control on the execution, you have to call
   3.386 +    /// \ref init() first, then you can add several source nodes
   3.387 +    /// with \ref addSource(). Finally the actual path computation can be
   3.388 +    /// performed with \ref start(), \ref checkedStart() or
   3.389 +    /// \ref limitedStart().
   3.390 +
   3.391 +    ///@{
   3.392 +
   3.393 +    /// \brief Initializes the internal data structures.
   3.394 +    /// 
   3.395 +    /// Initializes the internal data structures. The optional parameter
   3.396 +    /// is the initial distance of each node.
   3.397 +    void init(const Value value = OperationTraits::infinity()) {
   3.398 +      create_maps();
   3.399 +      for (NodeIt it(*_gr); it != INVALID; ++it) {
   3.400 +	_pred->set(it, INVALID);
   3.401 +	_dist->set(it, value);
   3.402 +      }
   3.403 +      _process.clear();
   3.404 +      if (OperationTraits::less(value, OperationTraits::infinity())) {
   3.405 +	for (NodeIt it(*_gr); it != INVALID; ++it) {
   3.406 +	  _process.push_back(it);
   3.407 +	  _mask->set(it, true);
   3.408 +	}
   3.409 +      }
   3.410 +    }
   3.411 +    
   3.412 +    /// \brief Adds a new source node.
   3.413 +    ///
   3.414 +    /// This function adds a new source node. The optional second parameter
   3.415 +    /// is the initial distance of the node.
   3.416 +    void addSource(Node source, Value dst = OperationTraits::zero()) {
   3.417 +      _dist->set(source, dst);
   3.418 +      if (!(*_mask)[source]) {
   3.419 +	_process.push_back(source);
   3.420 +	_mask->set(source, true);
   3.421 +      }
   3.422 +    }
   3.423 +
   3.424 +    /// \brief Executes one round from the Bellman-Ford algorithm.
   3.425 +    ///
   3.426 +    /// If the algoritm calculated the distances in the previous round
   3.427 +    /// exactly for the paths of at most \c k arcs, then this function
   3.428 +    /// will calculate the distances exactly for the paths of at most
   3.429 +    /// <tt>k+1</tt> arcs. Performing \c k iterations using this function
   3.430 +    /// calculates the shortest path distances exactly for the paths
   3.431 +    /// consisting of at most \c k arcs.
   3.432 +    ///
   3.433 +    /// \warning The paths with limited arc number cannot be retrieved
   3.434 +    /// easily with \ref path() or \ref predArc() functions. If you also
   3.435 +    /// need the shortest paths and not only the distances, you should
   3.436 +    /// store the \ref predMap() "predecessor map" after each iteration
   3.437 +    /// and build the path manually.
   3.438 +    ///
   3.439 +    /// \return \c true when the algorithm have not found more shorter
   3.440 +    /// paths.
   3.441 +    ///
   3.442 +    /// \see ActiveIt
   3.443 +    bool processNextRound() {
   3.444 +      for (int i = 0; i < int(_process.size()); ++i) {
   3.445 +	_mask->set(_process[i], false);
   3.446 +      }
   3.447 +      std::vector<Node> nextProcess;
   3.448 +      std::vector<Value> values(_process.size());
   3.449 +      for (int i = 0; i < int(_process.size()); ++i) {
   3.450 +	values[i] = (*_dist)[_process[i]];
   3.451 +      }
   3.452 +      for (int i = 0; i < int(_process.size()); ++i) {
   3.453 +	for (OutArcIt it(*_gr, _process[i]); it != INVALID; ++it) {
   3.454 +	  Node target = _gr->target(it);
   3.455 +	  Value relaxed = OperationTraits::plus(values[i], (*_length)[it]);
   3.456 +	  if (OperationTraits::less(relaxed, (*_dist)[target])) {
   3.457 +	    _pred->set(target, it);
   3.458 +	    _dist->set(target, relaxed);
   3.459 +	    if (!(*_mask)[target]) {
   3.460 +	      _mask->set(target, true);
   3.461 +	      nextProcess.push_back(target);
   3.462 +	    }
   3.463 +	  }	  
   3.464 +	}
   3.465 +      }
   3.466 +      _process.swap(nextProcess);
   3.467 +      return _process.empty();
   3.468 +    }
   3.469 +
   3.470 +    /// \brief Executes one weak round from the Bellman-Ford algorithm.
   3.471 +    ///
   3.472 +    /// If the algorithm calculated the distances in the previous round
   3.473 +    /// at least for the paths of at most \c k arcs, then this function
   3.474 +    /// will calculate the distances at least for the paths of at most
   3.475 +    /// <tt>k+1</tt> arcs.
   3.476 +    /// This function does not make it possible to calculate the shortest
   3.477 +    /// path distances exactly for paths consisting of at most \c k arcs,
   3.478 +    /// this is why it is called weak round.
   3.479 +    ///
   3.480 +    /// \return \c true when the algorithm have not found more shorter
   3.481 +    /// paths.
   3.482 +    ///
   3.483 +    /// \see ActiveIt
   3.484 +    bool processNextWeakRound() {
   3.485 +      for (int i = 0; i < int(_process.size()); ++i) {
   3.486 +	_mask->set(_process[i], false);
   3.487 +      }
   3.488 +      std::vector<Node> nextProcess;
   3.489 +      for (int i = 0; i < int(_process.size()); ++i) {
   3.490 +	for (OutArcIt it(*_gr, _process[i]); it != INVALID; ++it) {
   3.491 +	  Node target = _gr->target(it);
   3.492 +	  Value relaxed = 
   3.493 +	    OperationTraits::plus((*_dist)[_process[i]], (*_length)[it]);
   3.494 +	  if (OperationTraits::less(relaxed, (*_dist)[target])) {
   3.495 +	    _pred->set(target, it);
   3.496 +	    _dist->set(target, relaxed);
   3.497 +	    if (!(*_mask)[target]) {
   3.498 +	      _mask->set(target, true);
   3.499 +	      nextProcess.push_back(target);
   3.500 +	    }
   3.501 +	  }	  
   3.502 +	}
   3.503 +      }
   3.504 +      _process.swap(nextProcess);
   3.505 +      return _process.empty();
   3.506 +    }
   3.507 +
   3.508 +    /// \brief Executes the algorithm.
   3.509 +    ///
   3.510 +    /// Executes the algorithm.
   3.511 +    ///
   3.512 +    /// This method runs the Bellman-Ford algorithm from the root node(s)
   3.513 +    /// in order to compute the shortest path to each node.
   3.514 +    ///
   3.515 +    /// The algorithm computes
   3.516 +    /// - the shortest path tree (forest),
   3.517 +    /// - the distance of each node from the root(s).
   3.518 +    ///
   3.519 +    /// \pre init() must be called and at least one root node should be
   3.520 +    /// added with addSource() before using this function.
   3.521 +    void start() {
   3.522 +      int num = countNodes(*_gr) - 1;
   3.523 +      for (int i = 0; i < num; ++i) {
   3.524 +	if (processNextWeakRound()) break;
   3.525 +      }
   3.526 +    }
   3.527 +
   3.528 +    /// \brief Executes the algorithm and checks the negative cycles.
   3.529 +    ///
   3.530 +    /// Executes the algorithm and checks the negative cycles.
   3.531 +    ///
   3.532 +    /// This method runs the Bellman-Ford algorithm from the root node(s)
   3.533 +    /// in order to compute the shortest path to each node and also checks
   3.534 +    /// if the digraph contains cycles with negative total length.
   3.535 +    ///
   3.536 +    /// The algorithm computes 
   3.537 +    /// - the shortest path tree (forest),
   3.538 +    /// - the distance of each node from the root(s).
   3.539 +    /// 
   3.540 +    /// \return \c false if there is a negative cycle in the digraph.
   3.541 +    ///
   3.542 +    /// \pre init() must be called and at least one root node should be
   3.543 +    /// added with addSource() before using this function. 
   3.544 +    bool checkedStart() {
   3.545 +      int num = countNodes(*_gr);
   3.546 +      for (int i = 0; i < num; ++i) {
   3.547 +	if (processNextWeakRound()) return true;
   3.548 +      }
   3.549 +      return _process.empty();
   3.550 +    }
   3.551 +
   3.552 +    /// \brief Executes the algorithm with arc number limit.
   3.553 +    ///
   3.554 +    /// Executes the algorithm with arc number limit.
   3.555 +    ///
   3.556 +    /// This method runs the Bellman-Ford algorithm from the root node(s)
   3.557 +    /// in order to compute the shortest path distance for each node
   3.558 +    /// using only the paths consisting of at most \c num arcs.
   3.559 +    ///
   3.560 +    /// The algorithm computes
   3.561 +    /// - the limited distance of each node from the root(s),
   3.562 +    /// - the predecessor arc for each node.
   3.563 +    ///
   3.564 +    /// \warning The paths with limited arc number cannot be retrieved
   3.565 +    /// easily with \ref path() or \ref predArc() functions. If you also
   3.566 +    /// need the shortest paths and not only the distances, you should
   3.567 +    /// store the \ref predMap() "predecessor map" after each iteration
   3.568 +    /// and build the path manually.
   3.569 +    ///
   3.570 +    /// \pre init() must be called and at least one root node should be
   3.571 +    /// added with addSource() before using this function. 
   3.572 +    void limitedStart(int num) {
   3.573 +      for (int i = 0; i < num; ++i) {
   3.574 +	if (processNextRound()) break;
   3.575 +      }
   3.576 +    }
   3.577 +    
   3.578 +    /// \brief Runs the algorithm from the given root node.
   3.579 +    ///    
   3.580 +    /// This method runs the Bellman-Ford algorithm from the given root
   3.581 +    /// node \c s in order to compute the shortest path to each node.
   3.582 +    ///
   3.583 +    /// The algorithm computes
   3.584 +    /// - the shortest path tree (forest),
   3.585 +    /// - the distance of each node from the root(s).
   3.586 +    ///
   3.587 +    /// \note bf.run(s) is just a shortcut of the following code.
   3.588 +    /// \code
   3.589 +    ///   bf.init();
   3.590 +    ///   bf.addSource(s);
   3.591 +    ///   bf.start();
   3.592 +    /// \endcode
   3.593 +    void run(Node s) {
   3.594 +      init();
   3.595 +      addSource(s);
   3.596 +      start();
   3.597 +    }
   3.598 +    
   3.599 +    /// \brief Runs the algorithm from the given root node with arc
   3.600 +    /// number limit.
   3.601 +    ///    
   3.602 +    /// This method runs the Bellman-Ford algorithm from the given root
   3.603 +    /// node \c s in order to compute the shortest path distance for each
   3.604 +    /// node using only the paths consisting of at most \c num arcs.
   3.605 +    ///
   3.606 +    /// The algorithm computes
   3.607 +    /// - the limited distance of each node from the root(s),
   3.608 +    /// - the predecessor arc for each node.
   3.609 +    ///
   3.610 +    /// \warning The paths with limited arc number cannot be retrieved
   3.611 +    /// easily with \ref path() or \ref predArc() functions. If you also
   3.612 +    /// need the shortest paths and not only the distances, you should
   3.613 +    /// store the \ref predMap() "predecessor map" after each iteration
   3.614 +    /// and build the path manually.
   3.615 +    ///
   3.616 +    /// \note bf.run(s, num) is just a shortcut of the following code.
   3.617 +    /// \code
   3.618 +    ///   bf.init();
   3.619 +    ///   bf.addSource(s);
   3.620 +    ///   bf.limitedStart(num);
   3.621 +    /// \endcode
   3.622 +    void run(Node s, int num) {
   3.623 +      init();
   3.624 +      addSource(s);
   3.625 +      limitedStart(num);
   3.626 +    }
   3.627 +    
   3.628 +    ///@}
   3.629 +
   3.630 +    /// \brief LEMON iterator for getting the active nodes.
   3.631 +    ///
   3.632 +    /// This class provides a common style LEMON iterator that traverses
   3.633 +    /// the active nodes of the Bellman-Ford algorithm after the last
   3.634 +    /// phase. These nodes should be checked in the next phase to
   3.635 +    /// find augmenting arcs outgoing from them.
   3.636 +    class ActiveIt {
   3.637 +    public:
   3.638 +
   3.639 +      /// \brief Constructor.
   3.640 +      ///
   3.641 +      /// Constructor for getting the active nodes of the given BellmanFord
   3.642 +      /// instance. 
   3.643 +      ActiveIt(const BellmanFord& algorithm) : _algorithm(&algorithm)
   3.644 +      {
   3.645 +        _index = _algorithm->_process.size() - 1;
   3.646 +      }
   3.647 +
   3.648 +      /// \brief Invalid constructor.
   3.649 +      ///
   3.650 +      /// Invalid constructor.
   3.651 +      ActiveIt(Invalid) : _algorithm(0), _index(-1) {}
   3.652 +
   3.653 +      /// \brief Conversion to \c Node.
   3.654 +      ///
   3.655 +      /// Conversion to \c Node.
   3.656 +      operator Node() const { 
   3.657 +        return _index >= 0 ? _algorithm->_process[_index] : INVALID;
   3.658 +      }
   3.659 +
   3.660 +      /// \brief Increment operator.
   3.661 +      ///
   3.662 +      /// Increment operator.
   3.663 +      ActiveIt& operator++() {
   3.664 +        --_index;
   3.665 +        return *this; 
   3.666 +      }
   3.667 +
   3.668 +      bool operator==(const ActiveIt& it) const { 
   3.669 +        return static_cast<Node>(*this) == static_cast<Node>(it); 
   3.670 +      }
   3.671 +      bool operator!=(const ActiveIt& it) const { 
   3.672 +        return static_cast<Node>(*this) != static_cast<Node>(it); 
   3.673 +      }
   3.674 +      bool operator<(const ActiveIt& it) const { 
   3.675 +        return static_cast<Node>(*this) < static_cast<Node>(it); 
   3.676 +      }
   3.677 +      
   3.678 +    private:
   3.679 +      const BellmanFord* _algorithm;
   3.680 +      int _index;
   3.681 +    };
   3.682 +    
   3.683 +    /// \name Query Functions
   3.684 +    /// The result of the Bellman-Ford algorithm can be obtained using these
   3.685 +    /// functions.\n
   3.686 +    /// Either \ref run() or \ref init() should be called before using them.
   3.687 +    
   3.688 +    ///@{
   3.689 +
   3.690 +    /// \brief The shortest path to the given node.
   3.691 +    ///    
   3.692 +    /// Gives back the shortest path to the given node from the root(s).
   3.693 +    ///
   3.694 +    /// \warning \c t should be reached from the root(s).
   3.695 +    ///
   3.696 +    /// \pre Either \ref run() or \ref init() must be called before
   3.697 +    /// using this function.
   3.698 +    Path path(Node t) const
   3.699 +    {
   3.700 +      return Path(*_gr, *_pred, t);
   3.701 +    }
   3.702 +	  
   3.703 +    /// \brief The distance of the given node from the root(s).
   3.704 +    ///
   3.705 +    /// Returns the distance of the given node from the root(s).
   3.706 +    ///
   3.707 +    /// \warning If node \c v is not reached from the root(s), then
   3.708 +    /// the return value of this function is undefined.
   3.709 +    ///
   3.710 +    /// \pre Either \ref run() or \ref init() must be called before
   3.711 +    /// using this function.
   3.712 +    Value dist(Node v) const { return (*_dist)[v]; }
   3.713 +
   3.714 +    /// \brief Returns the 'previous arc' of the shortest path tree for
   3.715 +    /// the given node.
   3.716 +    ///
   3.717 +    /// This function returns the 'previous arc' of the shortest path
   3.718 +    /// tree for node \c v, i.e. it returns the last arc of a
   3.719 +    /// shortest path from a root to \c v. It is \c INVALID if \c v
   3.720 +    /// is not reached from the root(s) or if \c v is a root.
   3.721 +    ///
   3.722 +    /// The shortest path tree used here is equal to the shortest path
   3.723 +    /// tree used in \ref predNode() and \predMap().
   3.724 +    ///
   3.725 +    /// \pre Either \ref run() or \ref init() must be called before
   3.726 +    /// using this function.
   3.727 +    Arc predArc(Node v) const { return (*_pred)[v]; }
   3.728 +
   3.729 +    /// \brief Returns the 'previous node' of the shortest path tree for
   3.730 +    /// the given node.
   3.731 +    ///
   3.732 +    /// This function returns the 'previous node' of the shortest path
   3.733 +    /// tree for node \c v, i.e. it returns the last but one node of
   3.734 +    /// a shortest path from a root to \c v. It is \c INVALID if \c v
   3.735 +    /// is not reached from the root(s) or if \c v is a root.
   3.736 +    ///
   3.737 +    /// The shortest path tree used here is equal to the shortest path
   3.738 +    /// tree used in \ref predArc() and \predMap().
   3.739 +    ///
   3.740 +    /// \pre Either \ref run() or \ref init() must be called before
   3.741 +    /// using this function.
   3.742 +    Node predNode(Node v) const { 
   3.743 +      return (*_pred)[v] == INVALID ? INVALID : _gr->source((*_pred)[v]); 
   3.744 +    }
   3.745 +    
   3.746 +    /// \brief Returns a const reference to the node map that stores the
   3.747 +    /// distances of the nodes.
   3.748 +    ///
   3.749 +    /// Returns a const reference to the node map that stores the distances
   3.750 +    /// of the nodes calculated by the algorithm.
   3.751 +    ///
   3.752 +    /// \pre Either \ref run() or \ref init() must be called before
   3.753 +    /// using this function.
   3.754 +    const DistMap &distMap() const { return *_dist;}
   3.755 + 
   3.756 +    /// \brief Returns a const reference to the node map that stores the
   3.757 +    /// predecessor arcs.
   3.758 +    ///
   3.759 +    /// Returns a const reference to the node map that stores the predecessor
   3.760 +    /// arcs, which form the shortest path tree (forest).
   3.761 +    ///
   3.762 +    /// \pre Either \ref run() or \ref init() must be called before
   3.763 +    /// using this function.
   3.764 +    const PredMap &predMap() const { return *_pred; }
   3.765 + 
   3.766 +    /// \brief Checks if a node is reached from the root(s).
   3.767 +    ///
   3.768 +    /// Returns \c true if \c v is reached from the root(s).
   3.769 +    ///
   3.770 +    /// \pre Either \ref run() or \ref init() must be called before
   3.771 +    /// using this function.
   3.772 +    bool reached(Node v) const {
   3.773 +      return (*_dist)[v] != OperationTraits::infinity();
   3.774 +    }
   3.775 +
   3.776 +    /// \brief Gives back a negative cycle.
   3.777 +    ///    
   3.778 +    /// This function gives back a directed cycle with negative total
   3.779 +    /// length if the algorithm has already found one.
   3.780 +    /// Otherwise it gives back an empty path.
   3.781 +    lemon::Path<Digraph> negativeCycle() {
   3.782 +      typename Digraph::template NodeMap<int> state(*_gr, -1);
   3.783 +      lemon::Path<Digraph> cycle;
   3.784 +      for (int i = 0; i < int(_process.size()); ++i) {
   3.785 +        if (state[_process[i]] != -1) continue;
   3.786 +        for (Node v = _process[i]; (*_pred)[v] != INVALID;
   3.787 +             v = _gr->source((*_pred)[v])) {
   3.788 +          if (state[v] == i) {
   3.789 +            cycle.addFront((*_pred)[v]);
   3.790 +            for (Node u = _gr->source((*_pred)[v]); u != v;
   3.791 +                 u = _gr->source((*_pred)[u])) {
   3.792 +              cycle.addFront((*_pred)[u]);
   3.793 +            }
   3.794 +            return cycle;
   3.795 +          }
   3.796 +          else if (state[v] >= 0) {
   3.797 +            break;
   3.798 +          }
   3.799 +          state[v] = i;
   3.800 +        }
   3.801 +      }
   3.802 +      return cycle;
   3.803 +    }
   3.804 +    
   3.805 +    ///@}
   3.806 +  };
   3.807 + 
   3.808 +  /// \brief Default traits class of bellmanFord() function.
   3.809 +  ///
   3.810 +  /// Default traits class of bellmanFord() function.
   3.811 +  /// \tparam GR The type of the digraph.
   3.812 +  /// \tparam LEN The type of the length map.
   3.813 +  template <typename GR, typename LEN>
   3.814 +  struct BellmanFordWizardDefaultTraits {
   3.815 +    /// The type of the digraph the algorithm runs on. 
   3.816 +    typedef GR Digraph;
   3.817 +
   3.818 +    /// \brief The type of the map that stores the arc lengths.
   3.819 +    ///
   3.820 +    /// The type of the map that stores the arc lengths.
   3.821 +    /// It must meet the \ref concepts::ReadMap "ReadMap" concept.
   3.822 +    typedef LEN LengthMap;
   3.823 +
   3.824 +    /// The type of the arc lengths.
   3.825 +    typedef typename LEN::Value Value;
   3.826 +
   3.827 +    /// \brief Operation traits for Bellman-Ford algorithm.
   3.828 +    ///
   3.829 +    /// It defines the used operations and the infinity value for the
   3.830 +    /// given \c Value type.
   3.831 +    /// \see BellmanFordDefaultOperationTraits
   3.832 +    typedef BellmanFordDefaultOperationTraits<Value> OperationTraits;
   3.833 +
   3.834 +    /// \brief The type of the map that stores the last
   3.835 +    /// arcs of the shortest paths.
   3.836 +    /// 
   3.837 +    /// The type of the map that stores the last arcs of the shortest paths.
   3.838 +    /// It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   3.839 +    typedef typename GR::template NodeMap<typename GR::Arc> PredMap;
   3.840 +
   3.841 +    /// \brief Instantiates a \c PredMap.
   3.842 +    /// 
   3.843 +    /// This function instantiates a \ref PredMap.
   3.844 +    /// \param g is the digraph to which we would like to define the
   3.845 +    /// \ref PredMap.
   3.846 +    static PredMap *createPredMap(const GR &g) {
   3.847 +      return new PredMap(g);
   3.848 +    }
   3.849 +
   3.850 +    /// \brief The type of the map that stores the distances of the nodes.
   3.851 +    ///
   3.852 +    /// The type of the map that stores the distances of the nodes.
   3.853 +    /// It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   3.854 +    typedef typename GR::template NodeMap<Value> DistMap;
   3.855 +
   3.856 +    /// \brief Instantiates a \c DistMap.
   3.857 +    ///
   3.858 +    /// This function instantiates a \ref DistMap. 
   3.859 +    /// \param g is the digraph to which we would like to define the
   3.860 +    /// \ref DistMap.
   3.861 +    static DistMap *createDistMap(const GR &g) {
   3.862 +      return new DistMap(g);
   3.863 +    }
   3.864 +
   3.865 +    ///The type of the shortest paths.
   3.866 +
   3.867 +    ///The type of the shortest paths.
   3.868 +    ///It must meet the \ref concepts::Path "Path" concept.
   3.869 +    typedef lemon::Path<Digraph> Path;
   3.870 +  };
   3.871 +  
   3.872 +  /// \brief Default traits class used by BellmanFordWizard.
   3.873 +  ///
   3.874 +  /// Default traits class used by BellmanFordWizard.
   3.875 +  /// \tparam GR The type of the digraph.
   3.876 +  /// \tparam LEN The type of the length map.
   3.877 +  template <typename GR, typename LEN>
   3.878 +  class BellmanFordWizardBase 
   3.879 +    : public BellmanFordWizardDefaultTraits<GR, LEN> {
   3.880 +
   3.881 +    typedef BellmanFordWizardDefaultTraits<GR, LEN> Base;
   3.882 +  protected:
   3.883 +    // Type of the nodes in the digraph.
   3.884 +    typedef typename Base::Digraph::Node Node;
   3.885 +
   3.886 +    // Pointer to the underlying digraph.
   3.887 +    void *_graph;
   3.888 +    // Pointer to the length map
   3.889 +    void *_length;
   3.890 +    // Pointer to the map of predecessors arcs.
   3.891 +    void *_pred;
   3.892 +    // Pointer to the map of distances.
   3.893 +    void *_dist;
   3.894 +    //Pointer to the shortest path to the target node.
   3.895 +    void *_path;
   3.896 +    //Pointer to the distance of the target node.
   3.897 +    void *_di;
   3.898 +
   3.899 +    public:
   3.900 +    /// Constructor.
   3.901 +    
   3.902 +    /// This constructor does not require parameters, it initiates
   3.903 +    /// all of the attributes to default values \c 0.
   3.904 +    BellmanFordWizardBase() :
   3.905 +      _graph(0), _length(0), _pred(0), _dist(0), _path(0), _di(0) {}
   3.906 +
   3.907 +    /// Constructor.
   3.908 +    
   3.909 +    /// This constructor requires two parameters,
   3.910 +    /// others are initiated to \c 0.
   3.911 +    /// \param gr The digraph the algorithm runs on.
   3.912 +    /// \param len The length map.
   3.913 +    BellmanFordWizardBase(const GR& gr, 
   3.914 +			  const LEN& len) :
   3.915 +      _graph(reinterpret_cast<void*>(const_cast<GR*>(&gr))), 
   3.916 +      _length(reinterpret_cast<void*>(const_cast<LEN*>(&len))), 
   3.917 +      _pred(0), _dist(0), _path(0), _di(0) {}
   3.918 +
   3.919 +  };
   3.920 +  
   3.921 +  /// \brief Auxiliary class for the function-type interface of the
   3.922 +  /// \ref BellmanFord "Bellman-Ford" algorithm.
   3.923 +  ///
   3.924 +  /// This auxiliary class is created to implement the
   3.925 +  /// \ref bellmanFord() "function-type interface" of the
   3.926 +  /// \ref BellmanFord "Bellman-Ford" algorithm.
   3.927 +  /// It does not have own \ref run() method, it uses the
   3.928 +  /// functions and features of the plain \ref BellmanFord.
   3.929 +  ///
   3.930 +  /// This class should only be used through the \ref bellmanFord()
   3.931 +  /// function, which makes it easier to use the algorithm.
   3.932 +  template<class TR>
   3.933 +  class BellmanFordWizard : public TR {
   3.934 +    typedef TR Base;
   3.935 +
   3.936 +    typedef typename TR::Digraph Digraph;
   3.937 +
   3.938 +    typedef typename Digraph::Node Node;
   3.939 +    typedef typename Digraph::NodeIt NodeIt;
   3.940 +    typedef typename Digraph::Arc Arc;
   3.941 +    typedef typename Digraph::OutArcIt ArcIt;
   3.942 +    
   3.943 +    typedef typename TR::LengthMap LengthMap;
   3.944 +    typedef typename LengthMap::Value Value;
   3.945 +    typedef typename TR::PredMap PredMap;
   3.946 +    typedef typename TR::DistMap DistMap;
   3.947 +    typedef typename TR::Path Path;
   3.948 +
   3.949 +  public:
   3.950 +    /// Constructor.
   3.951 +    BellmanFordWizard() : TR() {}
   3.952 +
   3.953 +    /// \brief Constructor that requires parameters.
   3.954 +    ///
   3.955 +    /// Constructor that requires parameters.
   3.956 +    /// These parameters will be the default values for the traits class.
   3.957 +    /// \param gr The digraph the algorithm runs on.
   3.958 +    /// \param len The length map.
   3.959 +    BellmanFordWizard(const Digraph& gr, const LengthMap& len) 
   3.960 +      : TR(gr, len) {}
   3.961 +
   3.962 +    /// \brief Copy constructor
   3.963 +    BellmanFordWizard(const TR &b) : TR(b) {}
   3.964 +
   3.965 +    ~BellmanFordWizard() {}
   3.966 +
   3.967 +    /// \brief Runs the Bellman-Ford algorithm from the given source node.
   3.968 +    ///    
   3.969 +    /// This method runs the Bellman-Ford algorithm from the given source
   3.970 +    /// node in order to compute the shortest path to each node.
   3.971 +    void run(Node s) {
   3.972 +      BellmanFord<Digraph,LengthMap,TR> 
   3.973 +	bf(*reinterpret_cast<const Digraph*>(Base::_graph), 
   3.974 +           *reinterpret_cast<const LengthMap*>(Base::_length));
   3.975 +      if (Base::_pred) bf.predMap(*reinterpret_cast<PredMap*>(Base::_pred));
   3.976 +      if (Base::_dist) bf.distMap(*reinterpret_cast<DistMap*>(Base::_dist));
   3.977 +      bf.run(s);
   3.978 +    }
   3.979 +
   3.980 +    /// \brief Runs the Bellman-Ford algorithm to find the shortest path
   3.981 +    /// between \c s and \c t.
   3.982 +    ///
   3.983 +    /// This method runs the Bellman-Ford algorithm from node \c s
   3.984 +    /// in order to compute the shortest path to node \c t.
   3.985 +    /// Actually, it computes the shortest path to each node, but using
   3.986 +    /// this function you can retrieve the distance and the shortest path
   3.987 +    /// for a single target node easier.
   3.988 +    ///
   3.989 +    /// \return \c true if \c t is reachable form \c s.
   3.990 +    bool run(Node s, Node t) {
   3.991 +      BellmanFord<Digraph,LengthMap,TR>
   3.992 +        bf(*reinterpret_cast<const Digraph*>(Base::_graph),
   3.993 +           *reinterpret_cast<const LengthMap*>(Base::_length));
   3.994 +      if (Base::_pred) bf.predMap(*reinterpret_cast<PredMap*>(Base::_pred));
   3.995 +      if (Base::_dist) bf.distMap(*reinterpret_cast<DistMap*>(Base::_dist));
   3.996 +      bf.run(s);
   3.997 +      if (Base::_path) *reinterpret_cast<Path*>(Base::_path) = bf.path(t);
   3.998 +      if (Base::_di) *reinterpret_cast<Value*>(Base::_di) = bf.dist(t);
   3.999 +      return bf.reached(t);
  3.1000 +    }
  3.1001 +
  3.1002 +    template<class T>
  3.1003 +    struct SetPredMapBase : public Base {
  3.1004 +      typedef T PredMap;
  3.1005 +      static PredMap *createPredMap(const Digraph &) { return 0; };
  3.1006 +      SetPredMapBase(const TR &b) : TR(b) {}
  3.1007 +    };
  3.1008 +    
  3.1009 +    /// \brief \ref named-templ-param "Named parameter" for setting
  3.1010 +    /// the predecessor map.
  3.1011 +    ///
  3.1012 +    /// \ref named-templ-param "Named parameter" for setting
  3.1013 +    /// the map that stores the predecessor arcs of the nodes.
  3.1014 +    template<class T>
  3.1015 +    BellmanFordWizard<SetPredMapBase<T> > predMap(const T &t) {
  3.1016 +      Base::_pred=reinterpret_cast<void*>(const_cast<T*>(&t));
  3.1017 +      return BellmanFordWizard<SetPredMapBase<T> >(*this);
  3.1018 +    }
  3.1019 +    
  3.1020 +    template<class T>
  3.1021 +    struct SetDistMapBase : public Base {
  3.1022 +      typedef T DistMap;
  3.1023 +      static DistMap *createDistMap(const Digraph &) { return 0; };
  3.1024 +      SetDistMapBase(const TR &b) : TR(b) {}
  3.1025 +    };
  3.1026 +    
  3.1027 +    /// \brief \ref named-templ-param "Named parameter" for setting
  3.1028 +    /// the distance map.
  3.1029 +    ///
  3.1030 +    /// \ref named-templ-param "Named parameter" for setting
  3.1031 +    /// the map that stores the distances of the nodes calculated
  3.1032 +    /// by the algorithm.
  3.1033 +    template<class T>
  3.1034 +    BellmanFordWizard<SetDistMapBase<T> > distMap(const T &t) {
  3.1035 +      Base::_dist=reinterpret_cast<void*>(const_cast<T*>(&t));
  3.1036 +      return BellmanFordWizard<SetDistMapBase<T> >(*this);
  3.1037 +    }
  3.1038 +
  3.1039 +    template<class T>
  3.1040 +    struct SetPathBase : public Base {
  3.1041 +      typedef T Path;
  3.1042 +      SetPathBase(const TR &b) : TR(b) {}
  3.1043 +    };
  3.1044 +
  3.1045 +    /// \brief \ref named-func-param "Named parameter" for getting
  3.1046 +    /// the shortest path to the target node.
  3.1047 +    ///
  3.1048 +    /// \ref named-func-param "Named parameter" for getting
  3.1049 +    /// the shortest path to the target node.
  3.1050 +    template<class T>
  3.1051 +    BellmanFordWizard<SetPathBase<T> > path(const T &t)
  3.1052 +    {
  3.1053 +      Base::_path=reinterpret_cast<void*>(const_cast<T*>(&t));
  3.1054 +      return BellmanFordWizard<SetPathBase<T> >(*this);
  3.1055 +    }
  3.1056 +
  3.1057 +    /// \brief \ref named-func-param "Named parameter" for getting
  3.1058 +    /// the distance of the target node.
  3.1059 +    ///
  3.1060 +    /// \ref named-func-param "Named parameter" for getting
  3.1061 +    /// the distance of the target node.
  3.1062 +    BellmanFordWizard dist(const Value &d)
  3.1063 +    {
  3.1064 +      Base::_di=reinterpret_cast<void*>(const_cast<Value*>(&d));
  3.1065 +      return *this;
  3.1066 +    }
  3.1067 +    
  3.1068 +  };
  3.1069 +  
  3.1070 +  /// \brief Function type interface for the \ref BellmanFord "Bellman-Ford"
  3.1071 +  /// algorithm.
  3.1072 +  ///
  3.1073 +  /// \ingroup shortest_path
  3.1074 +  /// Function type interface for the \ref BellmanFord "Bellman-Ford"
  3.1075 +  /// algorithm.
  3.1076 +  ///
  3.1077 +  /// This function also has several \ref named-templ-func-param 
  3.1078 +  /// "named parameters", they are declared as the members of class 
  3.1079 +  /// \ref BellmanFordWizard.
  3.1080 +  /// The following examples show how to use these parameters.
  3.1081 +  /// \code
  3.1082 +  ///   // Compute shortest path from node s to each node
  3.1083 +  ///   bellmanFord(g,length).predMap(preds).distMap(dists).run(s);
  3.1084 +  ///
  3.1085 +  ///   // Compute shortest path from s to t
  3.1086 +  ///   bool reached = bellmanFord(g,length).path(p).dist(d).run(s,t);
  3.1087 +  /// \endcode
  3.1088 +  /// \warning Don't forget to put the \ref BellmanFordWizard::run() "run()"
  3.1089 +  /// to the end of the parameter list.
  3.1090 +  /// \sa BellmanFordWizard
  3.1091 +  /// \sa BellmanFord
  3.1092 +  template<typename GR, typename LEN>
  3.1093 +  BellmanFordWizard<BellmanFordWizardBase<GR,LEN> >
  3.1094 +  bellmanFord(const GR& digraph,
  3.1095 +	      const LEN& length)
  3.1096 +  {
  3.1097 +    return BellmanFordWizard<BellmanFordWizardBase<GR,LEN> >(digraph, length);
  3.1098 +  }
  3.1099 +
  3.1100 +} //END OF NAMESPACE LEMON
  3.1101 +
  3.1102 +#endif
  3.1103 +
     4.1 --- a/lemon/bfs.h	Thu Aug 20 20:34:30 2009 +0200
     4.2 +++ b/lemon/bfs.h	Fri Sep 25 09:33:09 2009 +0200
     4.3 @@ -47,7 +47,7 @@
     4.4      ///
     4.5      ///The type of the map that stores the predecessor
     4.6      ///arcs of the shortest paths.
     4.7 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
     4.8 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
     4.9      typedef typename Digraph::template NodeMap<typename Digraph::Arc> PredMap;
    4.10      ///Instantiates a \c PredMap.
    4.11  
    4.12 @@ -62,7 +62,8 @@
    4.13      ///The type of the map that indicates which nodes are processed.
    4.14  
    4.15      ///The type of the map that indicates which nodes are processed.
    4.16 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
    4.17 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
    4.18 +    ///By default it is a NullMap.
    4.19      typedef NullMap<typename Digraph::Node,bool> ProcessedMap;
    4.20      ///Instantiates a \c ProcessedMap.
    4.21  
    4.22 @@ -81,7 +82,7 @@
    4.23      ///The type of the map that indicates which nodes are reached.
    4.24  
    4.25      ///The type of the map that indicates which nodes are reached.
    4.26 -    ///It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
    4.27 +    ///It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
    4.28      typedef typename Digraph::template NodeMap<bool> ReachedMap;
    4.29      ///Instantiates a \c ReachedMap.
    4.30  
    4.31 @@ -96,7 +97,7 @@
    4.32      ///The type of the map that stores the distances of the nodes.
    4.33  
    4.34      ///The type of the map that stores the distances of the nodes.
    4.35 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
    4.36 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
    4.37      typedef typename Digraph::template NodeMap<int> DistMap;
    4.38      ///Instantiates a \c DistMap.
    4.39  
    4.40 @@ -225,7 +226,7 @@
    4.41      ///
    4.42      ///\ref named-templ-param "Named parameter" for setting
    4.43      ///\c PredMap type.
    4.44 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
    4.45 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
    4.46      template <class T>
    4.47      struct SetPredMap : public Bfs< Digraph, SetPredMapTraits<T> > {
    4.48        typedef Bfs< Digraph, SetPredMapTraits<T> > Create;
    4.49 @@ -245,7 +246,7 @@
    4.50      ///
    4.51      ///\ref named-templ-param "Named parameter" for setting
    4.52      ///\c DistMap type.
    4.53 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
    4.54 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
    4.55      template <class T>
    4.56      struct SetDistMap : public Bfs< Digraph, SetDistMapTraits<T> > {
    4.57        typedef Bfs< Digraph, SetDistMapTraits<T> > Create;
    4.58 @@ -265,7 +266,7 @@
    4.59      ///
    4.60      ///\ref named-templ-param "Named parameter" for setting
    4.61      ///\c ReachedMap type.
    4.62 -    ///It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
    4.63 +    ///It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
    4.64      template <class T>
    4.65      struct SetReachedMap : public Bfs< Digraph, SetReachedMapTraits<T> > {
    4.66        typedef Bfs< Digraph, SetReachedMapTraits<T> > Create;
    4.67 @@ -285,7 +286,7 @@
    4.68      ///
    4.69      ///\ref named-templ-param "Named parameter" for setting
    4.70      ///\c ProcessedMap type.
    4.71 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
    4.72 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
    4.73      template <class T>
    4.74      struct SetProcessedMap : public Bfs< Digraph, SetProcessedMapTraits<T> > {
    4.75        typedef Bfs< Digraph, SetProcessedMapTraits<T> > Create;
    4.76 @@ -413,8 +414,8 @@
    4.77      ///\name Execution Control
    4.78      ///The simplest way to execute the BFS algorithm is to use one of the
    4.79      ///member functions called \ref run(Node) "run()".\n
    4.80 -    ///If you need more control on the execution, first you have to call
    4.81 -    ///\ref init(), then you can add several source nodes with
    4.82 +    ///If you need better control on the execution, you have to call
    4.83 +    ///\ref init() first, then you can add several source nodes with
    4.84      ///\ref addSource(). Finally the actual path computation can be
    4.85      ///performed with one of the \ref start() functions.
    4.86  
    4.87 @@ -737,9 +738,9 @@
    4.88  
    4.89      ///@{
    4.90  
    4.91 -    ///The shortest path to a node.
    4.92 +    ///The shortest path to the given node.
    4.93  
    4.94 -    ///Returns the shortest path to a node.
    4.95 +    ///Returns the shortest path to the given node from the root(s).
    4.96      ///
    4.97      ///\warning \c t should be reached from the root(s).
    4.98      ///
    4.99 @@ -747,9 +748,9 @@
   4.100      ///must be called before using this function.
   4.101      Path path(Node t) const { return Path(*G, *_pred, t); }
   4.102  
   4.103 -    ///The distance of a node from the root(s).
   4.104 +    ///The distance of the given node from the root(s).
   4.105  
   4.106 -    ///Returns the distance of a node from the root(s).
   4.107 +    ///Returns the distance of the given node from the root(s).
   4.108      ///
   4.109      ///\warning If node \c v is not reached from the root(s), then
   4.110      ///the return value of this function is undefined.
   4.111 @@ -758,29 +759,31 @@
   4.112      ///must be called before using this function.
   4.113      int dist(Node v) const { return (*_dist)[v]; }
   4.114  
   4.115 -    ///Returns the 'previous arc' of the shortest path tree for a node.
   4.116 -
   4.117 +    ///\brief Returns the 'previous arc' of the shortest path tree for
   4.118 +    ///the given node.
   4.119 +    ///
   4.120      ///This function returns the 'previous arc' of the shortest path
   4.121      ///tree for the node \c v, i.e. it returns the last arc of a
   4.122      ///shortest path from a root to \c v. It is \c INVALID if \c v
   4.123      ///is not reached from the root(s) or if \c v is a root.
   4.124      ///
   4.125      ///The shortest path tree used here is equal to the shortest path
   4.126 -    ///tree used in \ref predNode().
   4.127 +    ///tree used in \ref predNode() and \ref predMap().
   4.128      ///
   4.129      ///\pre Either \ref run(Node) "run()" or \ref init()
   4.130      ///must be called before using this function.
   4.131      Arc predArc(Node v) const { return (*_pred)[v];}
   4.132  
   4.133 -    ///Returns the 'previous node' of the shortest path tree for a node.
   4.134 -
   4.135 +    ///\brief Returns the 'previous node' of the shortest path tree for
   4.136 +    ///the given node.
   4.137 +    ///
   4.138      ///This function returns the 'previous node' of the shortest path
   4.139      ///tree for the node \c v, i.e. it returns the last but one node
   4.140 -    ///from a shortest path from a root to \c v. It is \c INVALID
   4.141 +    ///of a shortest path from a root to \c v. It is \c INVALID
   4.142      ///if \c v is not reached from the root(s) or if \c v is a root.
   4.143      ///
   4.144      ///The shortest path tree used here is equal to the shortest path
   4.145 -    ///tree used in \ref predArc().
   4.146 +    ///tree used in \ref predArc() and \ref predMap().
   4.147      ///
   4.148      ///\pre Either \ref run(Node) "run()" or \ref init()
   4.149      ///must be called before using this function.
   4.150 @@ -801,13 +804,13 @@
   4.151      ///predecessor arcs.
   4.152      ///
   4.153      ///Returns a const reference to the node map that stores the predecessor
   4.154 -    ///arcs, which form the shortest path tree.
   4.155 +    ///arcs, which form the shortest path tree (forest).
   4.156      ///
   4.157      ///\pre Either \ref run(Node) "run()" or \ref init()
   4.158      ///must be called before using this function.
   4.159      const PredMap &predMap() const { return *_pred;}
   4.160  
   4.161 -    ///Checks if a node is reached from the root(s).
   4.162 +    ///Checks if the given node is reached from the root(s).
   4.163  
   4.164      ///Returns \c true if \c v is reached from the root(s).
   4.165      ///
   4.166 @@ -833,7 +836,7 @@
   4.167      ///
   4.168      ///The type of the map that stores the predecessor
   4.169      ///arcs of the shortest paths.
   4.170 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   4.171 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   4.172      typedef typename Digraph::template NodeMap<typename Digraph::Arc> PredMap;
   4.173      ///Instantiates a PredMap.
   4.174  
   4.175 @@ -848,7 +851,7 @@
   4.176      ///The type of the map that indicates which nodes are processed.
   4.177  
   4.178      ///The type of the map that indicates which nodes are processed.
   4.179 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   4.180 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   4.181      ///By default it is a NullMap.
   4.182      typedef NullMap<typename Digraph::Node,bool> ProcessedMap;
   4.183      ///Instantiates a ProcessedMap.
   4.184 @@ -868,7 +871,7 @@
   4.185      ///The type of the map that indicates which nodes are reached.
   4.186  
   4.187      ///The type of the map that indicates which nodes are reached.
   4.188 -    ///It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
   4.189 +    ///It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
   4.190      typedef typename Digraph::template NodeMap<bool> ReachedMap;
   4.191      ///Instantiates a ReachedMap.
   4.192  
   4.193 @@ -883,7 +886,7 @@
   4.194      ///The type of the map that stores the distances of the nodes.
   4.195  
   4.196      ///The type of the map that stores the distances of the nodes.
   4.197 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   4.198 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   4.199      typedef typename Digraph::template NodeMap<int> DistMap;
   4.200      ///Instantiates a DistMap.
   4.201  
   4.202 @@ -898,18 +901,14 @@
   4.203      ///The type of the shortest paths.
   4.204  
   4.205      ///The type of the shortest paths.
   4.206 -    ///It must meet the \ref concepts::Path "Path" concept.
   4.207 +    ///It must conform to the \ref concepts::Path "Path" concept.
   4.208      typedef lemon::Path<Digraph> Path;
   4.209    };
   4.210  
   4.211    /// Default traits class used by BfsWizard
   4.212  
   4.213 -  /// To make it easier to use Bfs algorithm
   4.214 -  /// we have created a wizard class.
   4.215 -  /// This \ref BfsWizard class needs default traits,
   4.216 -  /// as well as the \ref Bfs class.
   4.217 -  /// The \ref BfsWizardBase is a class to be the default traits of the
   4.218 -  /// \ref BfsWizard class.
   4.219 +  /// Default traits class used by BfsWizard.
   4.220 +  /// \tparam GR The type of the digraph.
   4.221    template<class GR>
   4.222    class BfsWizardBase : public BfsWizardDefaultTraits<GR>
   4.223    {
   4.224 @@ -937,7 +936,7 @@
   4.225      public:
   4.226      /// Constructor.
   4.227  
   4.228 -    /// This constructor does not require parameters, therefore it initiates
   4.229 +    /// This constructor does not require parameters, it initiates
   4.230      /// all of the attributes to \c 0.
   4.231      BfsWizardBase() : _g(0), _reached(0), _processed(0), _pred(0),
   4.232                        _dist(0), _path(0), _di(0) {}
   4.233 @@ -967,7 +966,6 @@
   4.234    {
   4.235      typedef TR Base;
   4.236  
   4.237 -    ///The type of the digraph the algorithm runs on.
   4.238      typedef typename TR::Digraph Digraph;
   4.239  
   4.240      typedef typename Digraph::Node Node;
   4.241 @@ -975,16 +973,10 @@
   4.242      typedef typename Digraph::Arc Arc;
   4.243      typedef typename Digraph::OutArcIt OutArcIt;
   4.244  
   4.245 -    ///\brief The type of the map that stores the predecessor
   4.246 -    ///arcs of the shortest paths.
   4.247      typedef typename TR::PredMap PredMap;
   4.248 -    ///\brief The type of the map that stores the distances of the nodes.
   4.249      typedef typename TR::DistMap DistMap;
   4.250 -    ///\brief The type of the map that indicates which nodes are reached.
   4.251      typedef typename TR::ReachedMap ReachedMap;
   4.252 -    ///\brief The type of the map that indicates which nodes are processed.
   4.253      typedef typename TR::ProcessedMap ProcessedMap;
   4.254 -    ///The type of the shortest paths
   4.255      typedef typename TR::Path Path;
   4.256  
   4.257    public:
   4.258 @@ -1067,11 +1059,12 @@
   4.259        static PredMap *createPredMap(const Digraph &) { return 0; };
   4.260        SetPredMapBase(const TR &b) : TR(b) {}
   4.261      };
   4.262 -    ///\brief \ref named-func-param "Named parameter"
   4.263 -    ///for setting PredMap object.
   4.264 +
   4.265 +    ///\brief \ref named-templ-param "Named parameter" for setting
   4.266 +    ///the predecessor map.
   4.267      ///
   4.268 -    ///\ref named-func-param "Named parameter"
   4.269 -    ///for setting PredMap object.
   4.270 +    ///\ref named-templ-param "Named parameter" function for setting
   4.271 +    ///the map that stores the predecessor arcs of the nodes.
   4.272      template<class T>
   4.273      BfsWizard<SetPredMapBase<T> > predMap(const T &t)
   4.274      {
   4.275 @@ -1085,11 +1078,12 @@
   4.276        static ReachedMap *createReachedMap(const Digraph &) { return 0; };
   4.277        SetReachedMapBase(const TR &b) : TR(b) {}
   4.278      };
   4.279 -    ///\brief \ref named-func-param "Named parameter"
   4.280 -    ///for setting ReachedMap object.
   4.281 +
   4.282 +    ///\brief \ref named-templ-param "Named parameter" for setting
   4.283 +    ///the reached map.
   4.284      ///
   4.285 -    /// \ref named-func-param "Named parameter"
   4.286 -    ///for setting ReachedMap object.
   4.287 +    ///\ref named-templ-param "Named parameter" function for setting
   4.288 +    ///the map that indicates which nodes are reached.
   4.289      template<class T>
   4.290      BfsWizard<SetReachedMapBase<T> > reachedMap(const T &t)
   4.291      {
   4.292 @@ -1103,11 +1097,13 @@
   4.293        static DistMap *createDistMap(const Digraph &) { return 0; };
   4.294        SetDistMapBase(const TR &b) : TR(b) {}
   4.295      };
   4.296 -    ///\brief \ref named-func-param "Named parameter"
   4.297 -    ///for setting DistMap object.
   4.298 +
   4.299 +    ///\brief \ref named-templ-param "Named parameter" for setting
   4.300 +    ///the distance map.
   4.301      ///
   4.302 -    /// \ref named-func-param "Named parameter"
   4.303 -    ///for setting DistMap object.
   4.304 +    ///\ref named-templ-param "Named parameter" function for setting
   4.305 +    ///the map that stores the distances of the nodes calculated
   4.306 +    ///by the algorithm.
   4.307      template<class T>
   4.308      BfsWizard<SetDistMapBase<T> > distMap(const T &t)
   4.309      {
   4.310 @@ -1121,11 +1117,12 @@
   4.311        static ProcessedMap *createProcessedMap(const Digraph &) { return 0; };
   4.312        SetProcessedMapBase(const TR &b) : TR(b) {}
   4.313      };
   4.314 -    ///\brief \ref named-func-param "Named parameter"
   4.315 -    ///for setting ProcessedMap object.
   4.316 +
   4.317 +    ///\brief \ref named-func-param "Named parameter" for setting
   4.318 +    ///the processed map.
   4.319      ///
   4.320 -    /// \ref named-func-param "Named parameter"
   4.321 -    ///for setting ProcessedMap object.
   4.322 +    ///\ref named-templ-param "Named parameter" function for setting
   4.323 +    ///the map that indicates which nodes are processed.
   4.324      template<class T>
   4.325      BfsWizard<SetProcessedMapBase<T> > processedMap(const T &t)
   4.326      {
   4.327 @@ -1264,7 +1261,7 @@
   4.328      /// \brief The type of the map that indicates which nodes are reached.
   4.329      ///
   4.330      /// The type of the map that indicates which nodes are reached.
   4.331 -    /// It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
   4.332 +    /// It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
   4.333      typedef typename Digraph::template NodeMap<bool> ReachedMap;
   4.334  
   4.335      /// \brief Instantiates a ReachedMap.
   4.336 @@ -1425,8 +1422,8 @@
   4.337      /// \name Execution Control
   4.338      /// The simplest way to execute the BFS algorithm is to use one of the
   4.339      /// member functions called \ref run(Node) "run()".\n
   4.340 -    /// If you need more control on the execution, first you have to call
   4.341 -    /// \ref init(), then you can add several source nodes with
   4.342 +    /// If you need better control on the execution, you have to call
   4.343 +    /// \ref init() first, then you can add several source nodes with
   4.344      /// \ref addSource(). Finally the actual path computation can be
   4.345      /// performed with one of the \ref start() functions.
   4.346  
   4.347 @@ -1735,7 +1732,7 @@
   4.348  
   4.349      ///@{
   4.350  
   4.351 -    /// \brief Checks if a node is reached from the root(s).
   4.352 +    /// \brief Checks if the given node is reached from the root(s).
   4.353      ///
   4.354      /// Returns \c true if \c v is reached from the root(s).
   4.355      ///
     5.1 --- a/lemon/bin_heap.h	Thu Aug 20 20:34:30 2009 +0200
     5.2 +++ b/lemon/bin_heap.h	Fri Sep 25 09:33:09 2009 +0200
     5.3 @@ -19,9 +19,9 @@
     5.4  #ifndef LEMON_BIN_HEAP_H
     5.5  #define LEMON_BIN_HEAP_H
     5.6  
     5.7 -///\ingroup auxdat
     5.8 +///\ingroup heaps
     5.9  ///\file
    5.10 -///\brief Binary Heap implementation.
    5.11 +///\brief Binary heap implementation.
    5.12  
    5.13  #include <vector>
    5.14  #include <utility>
    5.15 @@ -29,45 +29,41 @@
    5.16  
    5.17  namespace lemon {
    5.18  
    5.19 -  ///\ingroup auxdat
    5.20 +  /// \ingroup heaps
    5.21    ///
    5.22 -  ///\brief A Binary Heap implementation.
    5.23 +  /// \brief Binary heap data structure.
    5.24    ///
    5.25 -  ///This class implements the \e binary \e heap data structure.
    5.26 +  /// This class implements the \e binary \e heap data structure.
    5.27 +  /// It fully conforms to the \ref concepts::Heap "heap concept".
    5.28    ///
    5.29 -  ///A \e heap is a data structure for storing items with specified values
    5.30 -  ///called \e priorities in such a way that finding the item with minimum
    5.31 -  ///priority is efficient. \c CMP specifies the ordering of the priorities.
    5.32 -  ///In a heap one can change the priority of an item, add or erase an
    5.33 -  ///item, etc.
    5.34 -  ///
    5.35 -  ///\tparam PR Type of the priority of the items.
    5.36 -  ///\tparam IM A read and writable item map with int values, used internally
    5.37 -  ///to handle the cross references.
    5.38 -  ///\tparam CMP A functor class for the ordering of the priorities.
    5.39 -  ///The default is \c std::less<PR>.
    5.40 -  ///
    5.41 -  ///\sa FibHeap
    5.42 -  ///\sa Dijkstra
    5.43 +  /// \tparam PR Type of the priorities of the items.
    5.44 +  /// \tparam IM A read-writable item map with \c int values, used
    5.45 +  /// internally to handle the cross references.
    5.46 +  /// \tparam CMP A functor class for comparing the priorities.
    5.47 +  /// The default is \c std::less<PR>.
    5.48 +#ifdef DOXYGEN
    5.49 +  template <typename PR, typename IM, typename CMP>
    5.50 +#else
    5.51    template <typename PR, typename IM, typename CMP = std::less<PR> >
    5.52 +#endif
    5.53    class BinHeap {
    5.54 +  public:
    5.55  
    5.56 -  public:
    5.57 -    ///\e
    5.58 +    /// Type of the item-int map.
    5.59      typedef IM ItemIntMap;
    5.60 -    ///\e
    5.61 +    /// Type of the priorities.
    5.62      typedef PR Prio;
    5.63 -    ///\e
    5.64 +    /// Type of the items stored in the heap.
    5.65      typedef typename ItemIntMap::Key Item;
    5.66 -    ///\e
    5.67 +    /// Type of the item-priority pairs.
    5.68      typedef std::pair<Item,Prio> Pair;
    5.69 -    ///\e
    5.70 +    /// Functor type for comparing the priorities.
    5.71      typedef CMP Compare;
    5.72  
    5.73 -    /// \brief Type to represent the items states.
    5.74 +    /// \brief Type to represent the states of the items.
    5.75      ///
    5.76 -    /// Each Item element have a state associated to it. It may be "in heap",
    5.77 -    /// "pre heap" or "post heap". The latter two are indifferent from the
    5.78 +    /// Each item has a state associated to it. It can be "in heap",
    5.79 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
    5.80      /// heap's point of view, but may be useful to the user.
    5.81      ///
    5.82      /// The item-int map must be initialized in such way that it assigns
    5.83 @@ -84,42 +80,43 @@
    5.84      ItemIntMap &_iim;
    5.85  
    5.86    public:
    5.87 -    /// \brief The constructor.
    5.88 +
    5.89 +    /// \brief Constructor.
    5.90      ///
    5.91 -    /// The constructor.
    5.92 -    /// \param map should be given to the constructor, since it is used
    5.93 -    /// internally to handle the cross references. The value of the map
    5.94 -    /// must be \c PRE_HEAP (<tt>-1</tt>) for every item.
    5.95 +    /// Constructor.
    5.96 +    /// \param map A map that assigns \c int values to the items.
    5.97 +    /// It is used internally to handle the cross references.
    5.98 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
    5.99      explicit BinHeap(ItemIntMap &map) : _iim(map) {}
   5.100  
   5.101 -    /// \brief The constructor.
   5.102 +    /// \brief Constructor.
   5.103      ///
   5.104 -    /// The constructor.
   5.105 -    /// \param map should be given to the constructor, since it is used
   5.106 -    /// internally to handle the cross references. The value of the map
   5.107 -    /// should be PRE_HEAP (-1) for each element.
   5.108 -    ///
   5.109 -    /// \param comp The comparator function object.
   5.110 +    /// Constructor.
   5.111 +    /// \param map A map that assigns \c int values to the items.
   5.112 +    /// It is used internally to handle the cross references.
   5.113 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
   5.114 +    /// \param comp The function object used for comparing the priorities.
   5.115      BinHeap(ItemIntMap &map, const Compare &comp)
   5.116        : _iim(map), _comp(comp) {}
   5.117  
   5.118  
   5.119 -    /// The number of items stored in the heap.
   5.120 +    /// \brief The number of items stored in the heap.
   5.121      ///
   5.122 -    /// \brief Returns the number of items stored in the heap.
   5.123 +    /// This function returns the number of items stored in the heap.
   5.124      int size() const { return _data.size(); }
   5.125  
   5.126 -    /// \brief Checks if the heap stores no items.
   5.127 +    /// \brief Check if the heap is empty.
   5.128      ///
   5.129 -    /// Returns \c true if and only if the heap stores no items.
   5.130 +    /// This function returns \c true if the heap is empty.
   5.131      bool empty() const { return _data.empty(); }
   5.132  
   5.133 -    /// \brief Make empty this heap.
   5.134 +    /// \brief Make the heap empty.
   5.135      ///
   5.136 -    /// Make empty this heap. It does not change the cross reference map.
   5.137 -    /// If you want to reuse what is not surely empty you should first clear
   5.138 -    /// the heap and after that you should set the cross reference map for
   5.139 -    /// each item to \c PRE_HEAP.
   5.140 +    /// This functon makes the heap empty.
   5.141 +    /// It does not change the cross reference map. If you want to reuse
   5.142 +    /// a heap that is not surely empty, you should first clear it and
   5.143 +    /// then you should set the cross reference map to \c PRE_HEAP
   5.144 +    /// for each item.
   5.145      void clear() {
   5.146        _data.clear();
   5.147      }
   5.148 @@ -127,12 +124,12 @@
   5.149    private:
   5.150      static int parent(int i) { return (i-1)/2; }
   5.151  
   5.152 -    static int second_child(int i) { return 2*i+2; }
   5.153 +    static int secondChild(int i) { return 2*i+2; }
   5.154      bool less(const Pair &p1, const Pair &p2) const {
   5.155        return _comp(p1.second, p2.second);
   5.156      }
   5.157  
   5.158 -    int bubble_up(int hole, Pair p) {
   5.159 +    int bubbleUp(int hole, Pair p) {
   5.160        int par = parent(hole);
   5.161        while( hole>0 && less(p,_data[par]) ) {
   5.162          move(_data[par],hole);
   5.163 @@ -143,8 +140,8 @@
   5.164        return hole;
   5.165      }
   5.166  
   5.167 -    int bubble_down(int hole, Pair p, int length) {
   5.168 -      int child = second_child(hole);
   5.169 +    int bubbleDown(int hole, Pair p, int length) {
   5.170 +      int child = secondChild(hole);
   5.171        while(child < length) {
   5.172          if( less(_data[child-1], _data[child]) ) {
   5.173            --child;
   5.174 @@ -153,7 +150,7 @@
   5.175            goto ok;
   5.176          move(_data[child], hole);
   5.177          hole = child;
   5.178 -        child = second_child(hole);
   5.179 +        child = secondChild(hole);
   5.180        }
   5.181        child--;
   5.182        if( child<length && less(_data[child], p) ) {
   5.183 @@ -171,87 +168,91 @@
   5.184      }
   5.185  
   5.186    public:
   5.187 +
   5.188      /// \brief Insert a pair of item and priority into the heap.
   5.189      ///
   5.190 -    /// Adds \c p.first to the heap with priority \c p.second.
   5.191 +    /// This function inserts \c p.first to the heap with priority
   5.192 +    /// \c p.second.
   5.193      /// \param p The pair to insert.
   5.194 +    /// \pre \c p.first must not be stored in the heap.
   5.195      void push(const Pair &p) {
   5.196        int n = _data.size();
   5.197        _data.resize(n+1);
   5.198 -      bubble_up(n, p);
   5.199 +      bubbleUp(n, p);
   5.200      }
   5.201  
   5.202 -    /// \brief Insert an item into the heap with the given heap.
   5.203 +    /// \brief Insert an item into the heap with the given priority.
   5.204      ///
   5.205 -    /// Adds \c i to the heap with priority \c p.
   5.206 +    /// This function inserts the given item into the heap with the
   5.207 +    /// given priority.
   5.208      /// \param i The item to insert.
   5.209      /// \param p The priority of the item.
   5.210 +    /// \pre \e i must not be stored in the heap.
   5.211      void push(const Item &i, const Prio &p) { push(Pair(i,p)); }
   5.212  
   5.213 -    /// \brief Returns the item with minimum priority relative to \c Compare.
   5.214 +    /// \brief Return the item having minimum priority.
   5.215      ///
   5.216 -    /// This method returns the item with minimum priority relative to \c
   5.217 -    /// Compare.
   5.218 -    /// \pre The heap must be nonempty.
   5.219 +    /// This function returns the item having minimum priority.
   5.220 +    /// \pre The heap must be non-empty.
   5.221      Item top() const {
   5.222        return _data[0].first;
   5.223      }
   5.224  
   5.225 -    /// \brief Returns the minimum priority relative to \c Compare.
   5.226 +    /// \brief The minimum priority.
   5.227      ///
   5.228 -    /// It returns the minimum priority relative to \c Compare.
   5.229 -    /// \pre The heap must be nonempty.
   5.230 +    /// This function returns the minimum priority.
   5.231 +    /// \pre The heap must be non-empty.
   5.232      Prio prio() const {
   5.233        return _data[0].second;
   5.234      }
   5.235  
   5.236 -    /// \brief Deletes the item with minimum priority relative to \c Compare.
   5.237 +    /// \brief Remove the item having minimum priority.
   5.238      ///
   5.239 -    /// This method deletes the item with minimum priority relative to \c
   5.240 -    /// Compare from the heap.
   5.241 +    /// This function removes the item having minimum priority.
   5.242      /// \pre The heap must be non-empty.
   5.243      void pop() {
   5.244        int n = _data.size()-1;
   5.245        _iim.set(_data[0].first, POST_HEAP);
   5.246        if (n > 0) {
   5.247 -        bubble_down(0, _data[n], n);
   5.248 +        bubbleDown(0, _data[n], n);
   5.249        }
   5.250        _data.pop_back();
   5.251      }
   5.252  
   5.253 -    /// \brief Deletes \c i from the heap.
   5.254 +    /// \brief Remove the given item from the heap.
   5.255      ///
   5.256 -    /// This method deletes item \c i from the heap.
   5.257 -    /// \param i The item to erase.
   5.258 -    /// \pre The item should be in the heap.
   5.259 +    /// This function removes the given item from the heap if it is
   5.260 +    /// already stored.
   5.261 +    /// \param i The item to delete.
   5.262 +    /// \pre \e i must be in the heap.
   5.263      void erase(const Item &i) {
   5.264        int h = _iim[i];
   5.265        int n = _data.size()-1;
   5.266        _iim.set(_data[h].first, POST_HEAP);
   5.267        if( h < n ) {
   5.268 -        if ( bubble_up(h, _data[n]) == h) {
   5.269 -          bubble_down(h, _data[n], n);
   5.270 +        if ( bubbleUp(h, _data[n]) == h) {
   5.271 +          bubbleDown(h, _data[n], n);
   5.272          }
   5.273        }
   5.274        _data.pop_back();
   5.275      }
   5.276  
   5.277 -
   5.278 -    /// \brief Returns the priority of \c i.
   5.279 +    /// \brief The priority of the given item.
   5.280      ///
   5.281 -    /// This function returns the priority of item \c i.
   5.282 +    /// This function returns the priority of the given item.
   5.283      /// \param i The item.
   5.284 -    /// \pre \c i must be in the heap.
   5.285 +    /// \pre \e i must be in the heap.
   5.286      Prio operator[](const Item &i) const {
   5.287        int idx = _iim[i];
   5.288        return _data[idx].second;
   5.289      }
   5.290  
   5.291 -    /// \brief \c i gets to the heap with priority \c p independently
   5.292 -    /// if \c i was already there.
   5.293 +    /// \brief Set the priority of an item or insert it, if it is
   5.294 +    /// not stored in the heap.
   5.295      ///
   5.296 -    /// This method calls \ref push(\c i, \c p) if \c i is not stored
   5.297 -    /// in the heap and sets the priority of \c i to \c p otherwise.
   5.298 +    /// This method sets the priority of the given item if it is
   5.299 +    /// already stored in the heap. Otherwise it inserts the given
   5.300 +    /// item into the heap with the given priority.
   5.301      /// \param i The item.
   5.302      /// \param p The priority.
   5.303      void set(const Item &i, const Prio &p) {
   5.304 @@ -260,44 +261,42 @@
   5.305          push(i,p);
   5.306        }
   5.307        else if( _comp(p, _data[idx].second) ) {
   5.308 -        bubble_up(idx, Pair(i,p));
   5.309 +        bubbleUp(idx, Pair(i,p));
   5.310        }
   5.311        else {
   5.312 -        bubble_down(idx, Pair(i,p), _data.size());
   5.313 +        bubbleDown(idx, Pair(i,p), _data.size());
   5.314        }
   5.315      }
   5.316  
   5.317 -    /// \brief Decreases the priority of \c i to \c p.
   5.318 +    /// \brief Decrease the priority of an item to the given value.
   5.319      ///
   5.320 -    /// This method decreases the priority of item \c i to \c p.
   5.321 +    /// This function decreases the priority of an item to the given value.
   5.322      /// \param i The item.
   5.323      /// \param p The priority.
   5.324 -    /// \pre \c i must be stored in the heap with priority at least \c
   5.325 -    /// p relative to \c Compare.
   5.326 +    /// \pre \e i must be stored in the heap with priority at least \e p.
   5.327      void decrease(const Item &i, const Prio &p) {
   5.328        int idx = _iim[i];
   5.329 -      bubble_up(idx, Pair(i,p));
   5.330 +      bubbleUp(idx, Pair(i,p));
   5.331      }
   5.332  
   5.333 -    /// \brief Increases the priority of \c i to \c p.
   5.334 +    /// \brief Increase the priority of an item to the given value.
   5.335      ///
   5.336 -    /// This method sets the priority of item \c i to \c p.
   5.337 +    /// This function increases the priority of an item to the given value.
   5.338      /// \param i The item.
   5.339      /// \param p The priority.
   5.340 -    /// \pre \c i must be stored in the heap with priority at most \c
   5.341 -    /// p relative to \c Compare.
   5.342 +    /// \pre \e i must be stored in the heap with priority at most \e p.
   5.343      void increase(const Item &i, const Prio &p) {
   5.344        int idx = _iim[i];
   5.345 -      bubble_down(idx, Pair(i,p), _data.size());
   5.346 +      bubbleDown(idx, Pair(i,p), _data.size());
   5.347      }
   5.348  
   5.349 -    /// \brief Returns if \c item is in, has already been in, or has
   5.350 -    /// never been in the heap.
   5.351 +    /// \brief Return the state of an item.
   5.352      ///
   5.353 -    /// This method returns PRE_HEAP if \c item has never been in the
   5.354 -    /// heap, IN_HEAP if it is in the heap at the moment, and POST_HEAP
   5.355 -    /// otherwise. In the latter case it is possible that \c item will
   5.356 -    /// get back to the heap again.
   5.357 +    /// This method returns \c PRE_HEAP if the given item has never
   5.358 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
   5.359 +    /// and \c POST_HEAP otherwise.
   5.360 +    /// In the latter case it is possible that the item will get back
   5.361 +    /// to the heap again.
   5.362      /// \param i The item.
   5.363      State state(const Item &i) const {
   5.364        int s = _iim[i];
   5.365 @@ -306,11 +305,11 @@
   5.366        return State(s);
   5.367      }
   5.368  
   5.369 -    /// \brief Sets the state of the \c item in the heap.
   5.370 +    /// \brief Set the state of an item in the heap.
   5.371      ///
   5.372 -    /// Sets the state of the \c item in the heap. It can be used to
   5.373 -    /// manually clear the heap when it is important to achive the
   5.374 -    /// better time complexity.
   5.375 +    /// This function sets the state of the given item in the heap.
   5.376 +    /// It can be used to manually clear the heap when it is important
   5.377 +    /// to achive better time complexity.
   5.378      /// \param i The item.
   5.379      /// \param st The state. It should not be \c IN_HEAP.
   5.380      void state(const Item& i, State st) {
   5.381 @@ -327,12 +326,13 @@
   5.382        }
   5.383      }
   5.384  
   5.385 -    /// \brief Replaces an item in the heap.
   5.386 +    /// \brief Replace an item in the heap.
   5.387      ///
   5.388 -    /// The \c i item is replaced with \c j item. The \c i item should
   5.389 -    /// be in the heap, while the \c j should be out of the heap. The
   5.390 -    /// \c i item will out of the heap and \c j will be in the heap
   5.391 -    /// with the same prioriority as prevoiusly the \c i item.
   5.392 +    /// This function replaces item \c i with item \c j.
   5.393 +    /// Item \c i must be in the heap, while \c j must be out of the heap.
   5.394 +    /// After calling this method, item \c i will be out of the
   5.395 +    /// heap and \c j will be in the heap with the same prioriority
   5.396 +    /// as item \c i had before.
   5.397      void replace(const Item& i, const Item& j) {
   5.398        int idx = _iim[i];
   5.399        _iim.set(i, _iim[j]);
     6.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     6.2 +++ b/lemon/binom_heap.h	Fri Sep 25 09:33:09 2009 +0200
     6.3 @@ -0,0 +1,445 @@
     6.4 +/* -*- mode: C++; indent-tabs-mode: nil; -*-
     6.5 + *
     6.6 + * This file is a part of LEMON, a generic C++ optimization library.
     6.7 + *
     6.8 + * Copyright (C) 2003-2009
     6.9 + * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
    6.10 + * (Egervary Research Group on Combinatorial Optimization, EGRES).
    6.11 + *
    6.12 + * Permission to use, modify and distribute this software is granted
    6.13 + * provided that this copyright notice appears in all copies. For
    6.14 + * precise terms see the accompanying LICENSE file.
    6.15 + *
    6.16 + * This software is provided "AS IS" with no warranty of any kind,
    6.17 + * express or implied, and with no claim as to its suitability for any
    6.18 + * purpose.
    6.19 + *
    6.20 + */
    6.21 +
    6.22 +#ifndef LEMON_BINOM_HEAP_H
    6.23 +#define LEMON_BINOM_HEAP_H
    6.24 +
    6.25 +///\file
    6.26 +///\ingroup heaps
    6.27 +///\brief Binomial Heap implementation.
    6.28 +
    6.29 +#include <vector>
    6.30 +#include <utility>
    6.31 +#include <functional>
    6.32 +#include <lemon/math.h>
    6.33 +#include <lemon/counter.h>
    6.34 +
    6.35 +namespace lemon {
    6.36 +
    6.37 +  /// \ingroup heaps
    6.38 +  ///
    6.39 +  ///\brief Binomial heap data structure.
    6.40 +  ///
    6.41 +  /// This class implements the \e binomial \e heap data structure.
    6.42 +  /// It fully conforms to the \ref concepts::Heap "heap concept".
    6.43 +  ///
    6.44 +  /// The methods \ref increase() and \ref erase() are not efficient
    6.45 +  /// in a binomial heap. In case of many calls of these operations,
    6.46 +  /// it is better to use other heap structure, e.g. \ref BinHeap
    6.47 +  /// "binary heap".
    6.48 +  ///
    6.49 +  /// \tparam PR Type of the priorities of the items.
    6.50 +  /// \tparam IM A read-writable item map with \c int values, used
    6.51 +  /// internally to handle the cross references.
    6.52 +  /// \tparam CMP A functor class for comparing the priorities.
    6.53 +  /// The default is \c std::less<PR>.
    6.54 +#ifdef DOXYGEN
    6.55 +  template <typename PR, typename IM, typename CMP>
    6.56 +#else
    6.57 +  template <typename PR, typename IM, typename CMP = std::less<PR> >
    6.58 +#endif
    6.59 +  class BinomHeap {
    6.60 +  public:
    6.61 +    /// Type of the item-int map.
    6.62 +    typedef IM ItemIntMap;
    6.63 +    /// Type of the priorities.
    6.64 +    typedef PR Prio;
    6.65 +    /// Type of the items stored in the heap.
    6.66 +    typedef typename ItemIntMap::Key Item;
    6.67 +    /// Functor type for comparing the priorities.
    6.68 +    typedef CMP Compare;
    6.69 +
    6.70 +    /// \brief Type to represent the states of the items.
    6.71 +    ///
    6.72 +    /// Each item has a state associated to it. It can be "in heap",
    6.73 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
    6.74 +    /// heap's point of view, but may be useful to the user.
    6.75 +    ///
    6.76 +    /// The item-int map must be initialized in such way that it assigns
    6.77 +    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
    6.78 +    enum State {
    6.79 +      IN_HEAP = 0,    ///< = 0.
    6.80 +      PRE_HEAP = -1,  ///< = -1.
    6.81 +      POST_HEAP = -2  ///< = -2.
    6.82 +    };
    6.83 +
    6.84 +  private:
    6.85 +    class Store;
    6.86 +
    6.87 +    std::vector<Store> _data;
    6.88 +    int _min, _head;
    6.89 +    ItemIntMap &_iim;
    6.90 +    Compare _comp;
    6.91 +    int _num_items;
    6.92 +
    6.93 +  public:
    6.94 +    /// \brief Constructor.
    6.95 +    ///
    6.96 +    /// Constructor.
    6.97 +    /// \param map A map that assigns \c int values to the items.
    6.98 +    /// It is used internally to handle the cross references.
    6.99 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
   6.100 +    explicit BinomHeap(ItemIntMap &map)
   6.101 +      : _min(0), _head(-1), _iim(map), _num_items(0) {}
   6.102 +
   6.103 +    /// \brief Constructor.
   6.104 +    ///
   6.105 +    /// Constructor.
   6.106 +    /// \param map A map that assigns \c int values to the items.
   6.107 +    /// It is used internally to handle the cross references.
   6.108 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
   6.109 +    /// \param comp The function object used for comparing the priorities.
   6.110 +    BinomHeap(ItemIntMap &map, const Compare &comp)
   6.111 +      : _min(0), _head(-1), _iim(map), _comp(comp), _num_items(0) {}
   6.112 +
   6.113 +    /// \brief The number of items stored in the heap.
   6.114 +    ///
   6.115 +    /// This function returns the number of items stored in the heap.
   6.116 +    int size() const { return _num_items; }
   6.117 +
   6.118 +    /// \brief Check if the heap is empty.
   6.119 +    ///
   6.120 +    /// This function returns \c true if the heap is empty.
   6.121 +    bool empty() const { return _num_items==0; }
   6.122 +
   6.123 +    /// \brief Make the heap empty.
   6.124 +    ///
   6.125 +    /// This functon makes the heap empty.
   6.126 +    /// It does not change the cross reference map. If you want to reuse
   6.127 +    /// a heap that is not surely empty, you should first clear it and
   6.128 +    /// then you should set the cross reference map to \c PRE_HEAP
   6.129 +    /// for each item.
   6.130 +    void clear() {
   6.131 +      _data.clear(); _min=0; _num_items=0; _head=-1;
   6.132 +    }
   6.133 +
   6.134 +    /// \brief Set the priority of an item or insert it, if it is
   6.135 +    /// not stored in the heap.
   6.136 +    ///
   6.137 +    /// This method sets the priority of the given item if it is
   6.138 +    /// already stored in the heap. Otherwise it inserts the given
   6.139 +    /// item into the heap with the given priority.
   6.140 +    /// \param item The item.
   6.141 +    /// \param value The priority.
   6.142 +    void set (const Item& item, const Prio& value) {
   6.143 +      int i=_iim[item];
   6.144 +      if ( i >= 0 && _data[i].in ) {
   6.145 +        if ( _comp(value, _data[i].prio) ) decrease(item, value);
   6.146 +        if ( _comp(_data[i].prio, value) ) increase(item, value);
   6.147 +      } else push(item, value);
   6.148 +    }
   6.149 +
   6.150 +    /// \brief Insert an item into the heap with the given priority.
   6.151 +    ///
   6.152 +    /// This function inserts the given item into the heap with the
   6.153 +    /// given priority.
   6.154 +    /// \param item The item to insert.
   6.155 +    /// \param value The priority of the item.
   6.156 +    /// \pre \e item must not be stored in the heap.
   6.157 +    void push (const Item& item, const Prio& value) {
   6.158 +      int i=_iim[item];
   6.159 +      if ( i<0 ) {
   6.160 +        int s=_data.size();
   6.161 +        _iim.set( item,s );
   6.162 +        Store st;
   6.163 +        st.name=item;
   6.164 +        st.prio=value;
   6.165 +        _data.push_back(st);
   6.166 +        i=s;
   6.167 +      }
   6.168 +      else {
   6.169 +        _data[i].parent=_data[i].right_neighbor=_data[i].child=-1;
   6.170 +        _data[i].degree=0;
   6.171 +        _data[i].in=true;
   6.172 +        _data[i].prio=value;
   6.173 +      }
   6.174 +
   6.175 +      if( 0==_num_items ) {
   6.176 +        _head=i;
   6.177 +        _min=i;
   6.178 +      } else {
   6.179 +        merge(i);
   6.180 +        if( _comp(_data[i].prio, _data[_min].prio) ) _min=i;
   6.181 +      }
   6.182 +      ++_num_items;
   6.183 +    }
   6.184 +
   6.185 +    /// \brief Return the item having minimum priority.
   6.186 +    ///
   6.187 +    /// This function returns the item having minimum priority.
   6.188 +    /// \pre The heap must be non-empty.
   6.189 +    Item top() const { return _data[_min].name; }
   6.190 +
   6.191 +    /// \brief The minimum priority.
   6.192 +    ///
   6.193 +    /// This function returns the minimum priority.
   6.194 +    /// \pre The heap must be non-empty.
   6.195 +    Prio prio() const { return _data[_min].prio; }
   6.196 +
   6.197 +    /// \brief The priority of the given item.
   6.198 +    ///
   6.199 +    /// This function returns the priority of the given item.
   6.200 +    /// \param item The item.
   6.201 +    /// \pre \e item must be in the heap.
   6.202 +    const Prio& operator[](const Item& item) const {
   6.203 +      return _data[_iim[item]].prio;
   6.204 +    }
   6.205 +
   6.206 +    /// \brief Remove the item having minimum priority.
   6.207 +    ///
   6.208 +    /// This function removes the item having minimum priority.
   6.209 +    /// \pre The heap must be non-empty.
   6.210 +    void pop() {
   6.211 +      _data[_min].in=false;
   6.212 +
   6.213 +      int head_child=-1;
   6.214 +      if ( _data[_min].child!=-1 ) {
   6.215 +        int child=_data[_min].child;
   6.216 +        int neighb;
   6.217 +        while( child!=-1 ) {
   6.218 +          neighb=_data[child].right_neighbor;
   6.219 +          _data[child].parent=-1;
   6.220 +          _data[child].right_neighbor=head_child;
   6.221 +          head_child=child;
   6.222 +          child=neighb;
   6.223 +        }
   6.224 +      }
   6.225 +
   6.226 +      if ( _data[_head].right_neighbor==-1 ) {
   6.227 +        // there was only one root
   6.228 +        _head=head_child;
   6.229 +      }
   6.230 +      else {
   6.231 +        // there were more roots
   6.232 +        if( _head!=_min )  { unlace(_min); }
   6.233 +        else { _head=_data[_head].right_neighbor; }
   6.234 +        merge(head_child);
   6.235 +      }
   6.236 +      _min=findMin();
   6.237 +      --_num_items;
   6.238 +    }
   6.239 +
   6.240 +    /// \brief Remove the given item from the heap.
   6.241 +    ///
   6.242 +    /// This function removes the given item from the heap if it is
   6.243 +    /// already stored.
   6.244 +    /// \param item The item to delete.
   6.245 +    /// \pre \e item must be in the heap.
   6.246 +    void erase (const Item& item) {
   6.247 +      int i=_iim[item];
   6.248 +      if ( i >= 0 && _data[i].in ) {
   6.249 +        decrease( item, _data[_min].prio-1 );
   6.250 +        pop();
   6.251 +      }
   6.252 +    }
   6.253 +
   6.254 +    /// \brief Decrease the priority of an item to the given value.
   6.255 +    ///
   6.256 +    /// This function decreases the priority of an item to the given value.
   6.257 +    /// \param item The item.
   6.258 +    /// \param value The priority.
   6.259 +    /// \pre \e item must be stored in the heap with priority at least \e value.
   6.260 +    void decrease (Item item, const Prio& value) {
   6.261 +      int i=_iim[item];
   6.262 +      int p=_data[i].parent;
   6.263 +      _data[i].prio=value;
   6.264 +      
   6.265 +      while( p!=-1 && _comp(value, _data[p].prio) ) {
   6.266 +        _data[i].name=_data[p].name;
   6.267 +        _data[i].prio=_data[p].prio;
   6.268 +        _data[p].name=item;
   6.269 +        _data[p].prio=value;
   6.270 +        _iim[_data[i].name]=i;
   6.271 +        i=p;
   6.272 +        p=_data[p].parent;
   6.273 +      }
   6.274 +      _iim[item]=i;
   6.275 +      if ( _comp(value, _data[_min].prio) ) _min=i;
   6.276 +    }
   6.277 +
   6.278 +    /// \brief Increase the priority of an item to the given value.
   6.279 +    ///
   6.280 +    /// This function increases the priority of an item to the given value.
   6.281 +    /// \param item The item.
   6.282 +    /// \param value The priority.
   6.283 +    /// \pre \e item must be stored in the heap with priority at most \e value.
   6.284 +    void increase (Item item, const Prio& value) {
   6.285 +      erase(item);
   6.286 +      push(item, value);
   6.287 +    }
   6.288 +
   6.289 +    /// \brief Return the state of an item.
   6.290 +    ///
   6.291 +    /// This method returns \c PRE_HEAP if the given item has never
   6.292 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
   6.293 +    /// and \c POST_HEAP otherwise.
   6.294 +    /// In the latter case it is possible that the item will get back
   6.295 +    /// to the heap again.
   6.296 +    /// \param item The item.
   6.297 +    State state(const Item &item) const {
   6.298 +      int i=_iim[item];
   6.299 +      if( i>=0 ) {
   6.300 +        if ( _data[i].in ) i=0;
   6.301 +        else i=-2;
   6.302 +      }
   6.303 +      return State(i);
   6.304 +    }
   6.305 +
   6.306 +    /// \brief Set the state of an item in the heap.
   6.307 +    ///
   6.308 +    /// This function sets the state of the given item in the heap.
   6.309 +    /// It can be used to manually clear the heap when it is important
   6.310 +    /// to achive better time complexity.
   6.311 +    /// \param i The item.
   6.312 +    /// \param st The state. It should not be \c IN_HEAP.
   6.313 +    void state(const Item& i, State st) {
   6.314 +      switch (st) {
   6.315 +      case POST_HEAP:
   6.316 +      case PRE_HEAP:
   6.317 +        if (state(i) == IN_HEAP) {
   6.318 +          erase(i);
   6.319 +        }
   6.320 +        _iim[i] = st;
   6.321 +        break;
   6.322 +      case IN_HEAP:
   6.323 +        break;
   6.324 +      }
   6.325 +    }
   6.326 +
   6.327 +  private:
   6.328 +    
   6.329 +    // Find the minimum of the roots
   6.330 +    int findMin() {
   6.331 +      if( _head!=-1 ) {
   6.332 +        int min_loc=_head, min_val=_data[_head].prio;
   6.333 +        for( int x=_data[_head].right_neighbor; x!=-1;
   6.334 +             x=_data[x].right_neighbor ) {
   6.335 +          if( _comp( _data[x].prio,min_val ) ) {
   6.336 +            min_val=_data[x].prio;
   6.337 +            min_loc=x;
   6.338 +          }
   6.339 +        }
   6.340 +        return min_loc;
   6.341 +      }
   6.342 +      else return -1;
   6.343 +    }
   6.344 +
   6.345 +    // Merge the heap with another heap starting at the given position
   6.346 +    void merge(int a) {
   6.347 +      if( _head==-1 || a==-1 ) return;
   6.348 +      if( _data[a].right_neighbor==-1 &&
   6.349 +          _data[a].degree<=_data[_head].degree ) {
   6.350 +        _data[a].right_neighbor=_head;
   6.351 +        _head=a;
   6.352 +      } else {
   6.353 +        interleave(a);
   6.354 +      }
   6.355 +      if( _data[_head].right_neighbor==-1 ) return;
   6.356 +      
   6.357 +      int x=_head;
   6.358 +      int x_prev=-1, x_next=_data[x].right_neighbor;
   6.359 +      while( x_next!=-1 ) {
   6.360 +        if( _data[x].degree!=_data[x_next].degree ||
   6.361 +            ( _data[x_next].right_neighbor!=-1 &&
   6.362 +              _data[_data[x_next].right_neighbor].degree==_data[x].degree ) ) {
   6.363 +          x_prev=x;
   6.364 +          x=x_next;
   6.365 +        }
   6.366 +        else {
   6.367 +          if( _comp(_data[x_next].prio,_data[x].prio) ) {
   6.368 +            if( x_prev==-1 ) {
   6.369 +              _head=x_next;
   6.370 +            } else {
   6.371 +              _data[x_prev].right_neighbor=x_next;
   6.372 +            }
   6.373 +            fuse(x,x_next);
   6.374 +            x=x_next;
   6.375 +          }
   6.376 +          else {
   6.377 +            _data[x].right_neighbor=_data[x_next].right_neighbor;
   6.378 +            fuse(x_next,x);
   6.379 +          }
   6.380 +        }
   6.381 +        x_next=_data[x].right_neighbor;
   6.382 +      }
   6.383 +    }
   6.384 +
   6.385 +    // Interleave the elements of the given list into the list of the roots
   6.386 +    void interleave(int a) {
   6.387 +      int p=_head, q=a;
   6.388 +      int curr=_data.size();
   6.389 +      _data.push_back(Store());
   6.390 +      
   6.391 +      while( p!=-1 || q!=-1 ) {
   6.392 +        if( q==-1 || ( p!=-1 && _data[p].degree<_data[q].degree ) ) {
   6.393 +          _data[curr].right_neighbor=p;
   6.394 +          curr=p;
   6.395 +          p=_data[p].right_neighbor;
   6.396 +        }
   6.397 +        else {
   6.398 +          _data[curr].right_neighbor=q;
   6.399 +          curr=q;
   6.400 +          q=_data[q].right_neighbor;
   6.401 +        }
   6.402 +      }
   6.403 +      
   6.404 +      _head=_data.back().right_neighbor;
   6.405 +      _data.pop_back();
   6.406 +    }
   6.407 +
   6.408 +    // Lace node a under node b
   6.409 +    void fuse(int a, int b) {
   6.410 +      _data[a].parent=b;
   6.411 +      _data[a].right_neighbor=_data[b].child;
   6.412 +      _data[b].child=a;
   6.413 +
   6.414 +      ++_data[b].degree;
   6.415 +    }
   6.416 +
   6.417 +    // Unlace node a (if it has siblings)
   6.418 +    void unlace(int a) {
   6.419 +      int neighb=_data[a].right_neighbor;
   6.420 +      int other=_head;
   6.421 +
   6.422 +      while( _data[other].right_neighbor!=a )
   6.423 +        other=_data[other].right_neighbor;
   6.424 +      _data[other].right_neighbor=neighb;
   6.425 +    }
   6.426 +
   6.427 +  private:
   6.428 +
   6.429 +    class Store {
   6.430 +      friend class BinomHeap;
   6.431 +
   6.432 +      Item name;
   6.433 +      int parent;
   6.434 +      int right_neighbor;
   6.435 +      int child;
   6.436 +      int degree;
   6.437 +      bool in;
   6.438 +      Prio prio;
   6.439 +
   6.440 +      Store() : parent(-1), right_neighbor(-1), child(-1), degree(0),
   6.441 +        in(true) {}
   6.442 +    };
   6.443 +  };
   6.444 +
   6.445 +} //namespace lemon
   6.446 +
   6.447 +#endif //LEMON_BINOM_HEAP_H
   6.448 +
     7.1 --- a/lemon/bits/edge_set_extender.h	Thu Aug 20 20:34:30 2009 +0200
     7.2 +++ b/lemon/bits/edge_set_extender.h	Fri Sep 25 09:33:09 2009 +0200
     7.3 @@ -537,7 +537,7 @@
     7.4        typedef MapExtender<DefaultMap<Graph, Arc, _Value> > Parent;
     7.5  
     7.6      public:
     7.7 -      ArcMap(const Graph& _g) 
     7.8 +      explicit ArcMap(const Graph& _g) 
     7.9  	: Parent(_g) {}
    7.10        ArcMap(const Graph& _g, const _Value& _v) 
    7.11  	: Parent(_g, _v) {}
    7.12 @@ -561,7 +561,7 @@
    7.13        typedef MapExtender<DefaultMap<Graph, Edge, _Value> > Parent;
    7.14  
    7.15      public:
    7.16 -      EdgeMap(const Graph& _g) 
    7.17 +      explicit EdgeMap(const Graph& _g) 
    7.18  	: Parent(_g) {}
    7.19  
    7.20        EdgeMap(const Graph& _g, const _Value& _v) 
     8.1 --- a/lemon/bits/graph_extender.h	Thu Aug 20 20:34:30 2009 +0200
     8.2 +++ b/lemon/bits/graph_extender.h	Fri Sep 25 09:33:09 2009 +0200
     8.3 @@ -604,7 +604,7 @@
     8.4        typedef MapExtender<DefaultMap<Graph, Node, _Value> > Parent;
     8.5  
     8.6      public:
     8.7 -      NodeMap(const Graph& graph)
     8.8 +      explicit NodeMap(const Graph& graph)
     8.9          : Parent(graph) {}
    8.10        NodeMap(const Graph& graph, const _Value& value)
    8.11          : Parent(graph, value) {}
    8.12 @@ -628,7 +628,7 @@
    8.13        typedef MapExtender<DefaultMap<Graph, Arc, _Value> > Parent;
    8.14  
    8.15      public:
    8.16 -      ArcMap(const Graph& graph)
    8.17 +      explicit ArcMap(const Graph& graph)
    8.18          : Parent(graph) {}
    8.19        ArcMap(const Graph& graph, const _Value& value)
    8.20          : Parent(graph, value) {}
    8.21 @@ -652,7 +652,7 @@
    8.22        typedef MapExtender<DefaultMap<Graph, Edge, _Value> > Parent;
    8.23  
    8.24      public:
    8.25 -      EdgeMap(const Graph& graph)
    8.26 +      explicit EdgeMap(const Graph& graph)
    8.27          : Parent(graph) {}
    8.28  
    8.29        EdgeMap(const Graph& graph, const _Value& value)
     9.1 --- a/lemon/bucket_heap.h	Thu Aug 20 20:34:30 2009 +0200
     9.2 +++ b/lemon/bucket_heap.h	Fri Sep 25 09:33:09 2009 +0200
     9.3 @@ -19,9 +19,9 @@
     9.4  #ifndef LEMON_BUCKET_HEAP_H
     9.5  #define LEMON_BUCKET_HEAP_H
     9.6  
     9.7 -///\ingroup auxdat
     9.8 +///\ingroup heaps
     9.9  ///\file
    9.10 -///\brief Bucket Heap implementation.
    9.11 +///\brief Bucket heap implementation.
    9.12  
    9.13  #include <vector>
    9.14  #include <utility>
    9.15 @@ -53,35 +53,41 @@
    9.16  
    9.17    }
    9.18  
    9.19 -  /// \ingroup auxdat
    9.20 +  /// \ingroup heaps
    9.21    ///
    9.22 -  /// \brief A Bucket Heap implementation.
    9.23 +  /// \brief Bucket heap data structure.
    9.24    ///
    9.25 -  /// This class implements the \e bucket \e heap data structure. A \e heap
    9.26 -  /// is a data structure for storing items with specified values called \e
    9.27 -  /// priorities in such a way that finding the item with minimum priority is
    9.28 -  /// efficient. The bucket heap is very simple implementation, it can store
    9.29 -  /// only integer priorities and it stores for each priority in the
    9.30 -  /// \f$ [0..C) \f$ range a list of items. So it should be used only when
    9.31 -  /// the priorities are small. It is not intended to use as dijkstra heap.
    9.32 +  /// This class implements the \e bucket \e heap data structure.
    9.33 +  /// It practically conforms to the \ref concepts::Heap "heap concept",
    9.34 +  /// but it has some limitations.
    9.35    ///
    9.36 -  /// \param IM A read and write Item int map, used internally
    9.37 -  /// to handle the cross references.
    9.38 -  /// \param MIN If the given parameter is false then instead of the
    9.39 -  /// minimum value the maximum can be retrivied with the top() and
    9.40 -  /// prio() member functions.
    9.41 +  /// The bucket heap is a very simple structure. It can store only
    9.42 +  /// \c int priorities and it maintains a list of items for each priority
    9.43 +  /// in the range <tt>[0..C)</tt>. So it should only be used when the
    9.44 +  /// priorities are small. It is not intended to use as a Dijkstra heap.
    9.45 +  ///
    9.46 +  /// \tparam IM A read-writable item map with \c int values, used
    9.47 +  /// internally to handle the cross references.
    9.48 +  /// \tparam MIN Indicate if the heap is a \e min-heap or a \e max-heap.
    9.49 +  /// The default is \e min-heap. If this parameter is set to \c false,
    9.50 +  /// then the comparison is reversed, so the top(), prio() and pop()
    9.51 +  /// functions deal with the item having maximum priority instead of the
    9.52 +  /// minimum.
    9.53 +  ///
    9.54 +  /// \sa SimpleBucketHeap
    9.55    template <typename IM, bool MIN = true>
    9.56    class BucketHeap {
    9.57  
    9.58    public:
    9.59 -    /// \e
    9.60 -    typedef typename IM::Key Item;
    9.61 -    /// \e
    9.62 +
    9.63 +    /// Type of the item-int map.
    9.64 +    typedef IM ItemIntMap;
    9.65 +    /// Type of the priorities.
    9.66      typedef int Prio;
    9.67 -    /// \e
    9.68 -    typedef std::pair<Item, Prio> Pair;
    9.69 -    /// \e
    9.70 -    typedef IM ItemIntMap;
    9.71 +    /// Type of the items stored in the heap.
    9.72 +    typedef typename ItemIntMap::Key Item;
    9.73 +    /// Type of the item-priority pairs.
    9.74 +    typedef std::pair<Item,Prio> Pair;
    9.75  
    9.76    private:
    9.77  
    9.78 @@ -89,10 +95,10 @@
    9.79  
    9.80    public:
    9.81  
    9.82 -    /// \brief Type to represent the items states.
    9.83 +    /// \brief Type to represent the states of the items.
    9.84      ///
    9.85 -    /// Each Item element have a state associated to it. It may be "in heap",
    9.86 -    /// "pre heap" or "post heap". The latter two are indifferent from the
    9.87 +    /// Each item has a state associated to it. It can be "in heap",
    9.88 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
    9.89      /// heap's point of view, but may be useful to the user.
    9.90      ///
    9.91      /// The item-int map must be initialized in such way that it assigns
    9.92 @@ -104,37 +110,39 @@
    9.93      };
    9.94  
    9.95    public:
    9.96 -    /// \brief The constructor.
    9.97 +
    9.98 +    /// \brief Constructor.
    9.99      ///
   9.100 -    /// The constructor.
   9.101 -    /// \param map should be given to the constructor, since it is used
   9.102 -    /// internally to handle the cross references. The value of the map
   9.103 -    /// should be PRE_HEAP (-1) for each element.
   9.104 +    /// Constructor.
   9.105 +    /// \param map A map that assigns \c int values to the items.
   9.106 +    /// It is used internally to handle the cross references.
   9.107 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
   9.108      explicit BucketHeap(ItemIntMap &map) : _iim(map), _minimum(0) {}
   9.109  
   9.110 -    /// The number of items stored in the heap.
   9.111 +    /// \brief The number of items stored in the heap.
   9.112      ///
   9.113 -    /// \brief Returns the number of items stored in the heap.
   9.114 +    /// This function returns the number of items stored in the heap.
   9.115      int size() const { return _data.size(); }
   9.116  
   9.117 -    /// \brief Checks if the heap stores no items.
   9.118 +    /// \brief Check if the heap is empty.
   9.119      ///
   9.120 -    /// Returns \c true if and only if the heap stores no items.
   9.121 +    /// This function returns \c true if the heap is empty.
   9.122      bool empty() const { return _data.empty(); }
   9.123  
   9.124 -    /// \brief Make empty this heap.
   9.125 +    /// \brief Make the heap empty.
   9.126      ///
   9.127 -    /// Make empty this heap. It does not change the cross reference
   9.128 -    /// map.  If you want to reuse a heap what is not surely empty you
   9.129 -    /// should first clear the heap and after that you should set the
   9.130 -    /// cross reference map for each item to \c PRE_HEAP.
   9.131 +    /// This functon makes the heap empty.
   9.132 +    /// It does not change the cross reference map. If you want to reuse
   9.133 +    /// a heap that is not surely empty, you should first clear it and
   9.134 +    /// then you should set the cross reference map to \c PRE_HEAP
   9.135 +    /// for each item.
   9.136      void clear() {
   9.137        _data.clear(); _first.clear(); _minimum = 0;
   9.138      }
   9.139  
   9.140    private:
   9.141  
   9.142 -    void relocate_last(int idx) {
   9.143 +    void relocateLast(int idx) {
   9.144        if (idx + 1 < int(_data.size())) {
   9.145          _data[idx] = _data.back();
   9.146          if (_data[idx].prev != -1) {
   9.147 @@ -174,19 +182,24 @@
   9.148      }
   9.149  
   9.150    public:
   9.151 +
   9.152      /// \brief Insert a pair of item and priority into the heap.
   9.153      ///
   9.154 -    /// Adds \c p.first to the heap with priority \c p.second.
   9.155 +    /// This function inserts \c p.first to the heap with priority
   9.156 +    /// \c p.second.
   9.157      /// \param p The pair to insert.
   9.158 +    /// \pre \c p.first must not be stored in the heap.
   9.159      void push(const Pair& p) {
   9.160        push(p.first, p.second);
   9.161      }
   9.162  
   9.163      /// \brief Insert an item into the heap with the given priority.
   9.164      ///
   9.165 -    /// Adds \c i to the heap with priority \c p.
   9.166 +    /// This function inserts the given item into the heap with the
   9.167 +    /// given priority.
   9.168      /// \param i The item to insert.
   9.169      /// \param p The priority of the item.
   9.170 +    /// \pre \e i must not be stored in the heap.
   9.171      void push(const Item &i, const Prio &p) {
   9.172        int idx = _data.size();
   9.173        _iim[i] = idx;
   9.174 @@ -197,10 +210,10 @@
   9.175        }
   9.176      }
   9.177  
   9.178 -    /// \brief Returns the item with minimum priority.
   9.179 +    /// \brief Return the item having minimum priority.
   9.180      ///
   9.181 -    /// This method returns the item with minimum priority.
   9.182 -    /// \pre The heap must be nonempty.
   9.183 +    /// This function returns the item having minimum priority.
   9.184 +    /// \pre The heap must be non-empty.
   9.185      Item top() const {
   9.186        while (_first[_minimum] == -1) {
   9.187          Direction::increase(_minimum);
   9.188 @@ -208,10 +221,10 @@
   9.189        return _data[_first[_minimum]].item;
   9.190      }
   9.191  
   9.192 -    /// \brief Returns the minimum priority.
   9.193 +    /// \brief The minimum priority.
   9.194      ///
   9.195 -    /// It returns the minimum priority.
   9.196 -    /// \pre The heap must be nonempty.
   9.197 +    /// This function returns the minimum priority.
   9.198 +    /// \pre The heap must be non-empty.
   9.199      Prio prio() const {
   9.200        while (_first[_minimum] == -1) {
   9.201          Direction::increase(_minimum);
   9.202 @@ -219,9 +232,9 @@
   9.203        return _minimum;
   9.204      }
   9.205  
   9.206 -    /// \brief Deletes the item with minimum priority.
   9.207 +    /// \brief Remove the item having minimum priority.
   9.208      ///
   9.209 -    /// This method deletes the item with minimum priority from the heap.
   9.210 +    /// This function removes the item having minimum priority.
   9.211      /// \pre The heap must be non-empty.
   9.212      void pop() {
   9.213        while (_first[_minimum] == -1) {
   9.214 @@ -230,37 +243,38 @@
   9.215        int idx = _first[_minimum];
   9.216        _iim[_data[idx].item] = -2;
   9.217        unlace(idx);
   9.218 -      relocate_last(idx);
   9.219 +      relocateLast(idx);
   9.220      }
   9.221  
   9.222 -    /// \brief Deletes \c i from the heap.
   9.223 +    /// \brief Remove the given item from the heap.
   9.224      ///
   9.225 -    /// This method deletes item \c i from the heap, if \c i was
   9.226 -    /// already stored in the heap.
   9.227 -    /// \param i The item to erase.
   9.228 +    /// This function removes the given item from the heap if it is
   9.229 +    /// already stored.
   9.230 +    /// \param i The item to delete.
   9.231 +    /// \pre \e i must be in the heap.
   9.232      void erase(const Item &i) {
   9.233        int idx = _iim[i];
   9.234        _iim[_data[idx].item] = -2;
   9.235        unlace(idx);
   9.236 -      relocate_last(idx);
   9.237 +      relocateLast(idx);
   9.238      }
   9.239  
   9.240 -
   9.241 -    /// \brief Returns the priority of \c i.
   9.242 +    /// \brief The priority of the given item.
   9.243      ///
   9.244 -    /// This function returns the priority of item \c i.
   9.245 -    /// \pre \c i must be in the heap.
   9.246 +    /// This function returns the priority of the given item.
   9.247      /// \param i The item.
   9.248 +    /// \pre \e i must be in the heap.
   9.249      Prio operator[](const Item &i) const {
   9.250        int idx = _iim[i];
   9.251        return _data[idx].value;
   9.252      }
   9.253  
   9.254 -    /// \brief \c i gets to the heap with priority \c p independently
   9.255 -    /// if \c i was already there.
   9.256 +    /// \brief Set the priority of an item or insert it, if it is
   9.257 +    /// not stored in the heap.
   9.258      ///
   9.259 -    /// This method calls \ref push(\c i, \c p) if \c i is not stored
   9.260 -    /// in the heap and sets the priority of \c i to \c p otherwise.
   9.261 +    /// This method sets the priority of the given item if it is
   9.262 +    /// already stored in the heap. Otherwise it inserts the given
   9.263 +    /// item into the heap with the given priority.
   9.264      /// \param i The item.
   9.265      /// \param p The priority.
   9.266      void set(const Item &i, const Prio &p) {
   9.267 @@ -274,13 +288,12 @@
   9.268        }
   9.269      }
   9.270  
   9.271 -    /// \brief Decreases the priority of \c i to \c p.
   9.272 +    /// \brief Decrease the priority of an item to the given value.
   9.273      ///
   9.274 -    /// This method decreases the priority of item \c i to \c p.
   9.275 -    /// \pre \c i must be stored in the heap with priority at least \c
   9.276 -    /// p relative to \c Compare.
   9.277 +    /// This function decreases the priority of an item to the given value.
   9.278      /// \param i The item.
   9.279      /// \param p The priority.
   9.280 +    /// \pre \e i must be stored in the heap with priority at least \e p.
   9.281      void decrease(const Item &i, const Prio &p) {
   9.282        int idx = _iim[i];
   9.283        unlace(idx);
   9.284 @@ -291,13 +304,12 @@
   9.285        lace(idx);
   9.286      }
   9.287  
   9.288 -    /// \brief Increases the priority of \c i to \c p.
   9.289 +    /// \brief Increase the priority of an item to the given value.
   9.290      ///
   9.291 -    /// This method sets the priority of item \c i to \c p.
   9.292 -    /// \pre \c i must be stored in the heap with priority at most \c
   9.293 -    /// p relative to \c Compare.
   9.294 +    /// This function increases the priority of an item to the given value.
   9.295      /// \param i The item.
   9.296      /// \param p The priority.
   9.297 +    /// \pre \e i must be stored in the heap with priority at most \e p.
   9.298      void increase(const Item &i, const Prio &p) {
   9.299        int idx = _iim[i];
   9.300        unlace(idx);
   9.301 @@ -305,13 +317,13 @@
   9.302        lace(idx);
   9.303      }
   9.304  
   9.305 -    /// \brief Returns if \c item is in, has already been in, or has
   9.306 -    /// never been in the heap.
   9.307 +    /// \brief Return the state of an item.
   9.308      ///
   9.309 -    /// This method returns PRE_HEAP if \c item has never been in the
   9.310 -    /// heap, IN_HEAP if it is in the heap at the moment, and POST_HEAP
   9.311 -    /// otherwise. In the latter case it is possible that \c item will
   9.312 -    /// get back to the heap again.
   9.313 +    /// This method returns \c PRE_HEAP if the given item has never
   9.314 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
   9.315 +    /// and \c POST_HEAP otherwise.
   9.316 +    /// In the latter case it is possible that the item will get back
   9.317 +    /// to the heap again.
   9.318      /// \param i The item.
   9.319      State state(const Item &i) const {
   9.320        int idx = _iim[i];
   9.321 @@ -319,11 +331,11 @@
   9.322        return State(idx);
   9.323      }
   9.324  
   9.325 -    /// \brief Sets the state of the \c item in the heap.
   9.326 +    /// \brief Set the state of an item in the heap.
   9.327      ///
   9.328 -    /// Sets the state of the \c item in the heap. It can be used to
   9.329 -    /// manually clear the heap when it is important to achive the
   9.330 -    /// better time complexity.
   9.331 +    /// This function sets the state of the given item in the heap.
   9.332 +    /// It can be used to manually clear the heap when it is important
   9.333 +    /// to achive better time complexity.
   9.334      /// \param i The item.
   9.335      /// \param st The state. It should not be \c IN_HEAP.
   9.336      void state(const Item& i, State st) {
   9.337 @@ -359,33 +371,44 @@
   9.338  
   9.339    }; // class BucketHeap
   9.340  
   9.341 -  /// \ingroup auxdat
   9.342 +  /// \ingroup heaps
   9.343    ///
   9.344 -  /// \brief A Simplified Bucket Heap implementation.
   9.345 +  /// \brief Simplified bucket heap data structure.
   9.346    ///
   9.347    /// This class implements a simplified \e bucket \e heap data
   9.348 -  /// structure.  It does not provide some functionality but it faster
   9.349 -  /// and simplier data structure than the BucketHeap. The main
   9.350 -  /// difference is that the BucketHeap stores for every key a double
   9.351 -  /// linked list while this class stores just simple lists. In the
   9.352 -  /// other way it does not support erasing each elements just the
   9.353 -  /// minimal and it does not supports key increasing, decreasing.
   9.354 +  /// structure. It does not provide some functionality, but it is
   9.355 +  /// faster and simpler than BucketHeap. The main difference is
   9.356 +  /// that BucketHeap stores a doubly-linked list for each key while
   9.357 +  /// this class stores only simply-linked lists. It supports erasing
   9.358 +  /// only for the item having minimum priority and it does not support
   9.359 +  /// key increasing and decreasing.
   9.360    ///
   9.361 -  /// \param IM A read and write Item int map, used internally
   9.362 -  /// to handle the cross references.
   9.363 -  /// \param MIN If the given parameter is false then instead of the
   9.364 -  /// minimum value the maximum can be retrivied with the top() and
   9.365 -  /// prio() member functions.
   9.366 +  /// Note that this implementation does not conform to the
   9.367 +  /// \ref concepts::Heap "heap concept" due to the lack of some 
   9.368 +  /// functionality.
   9.369 +  ///
   9.370 +  /// \tparam IM A read-writable item map with \c int values, used
   9.371 +  /// internally to handle the cross references.
   9.372 +  /// \tparam MIN Indicate if the heap is a \e min-heap or a \e max-heap.
   9.373 +  /// The default is \e min-heap. If this parameter is set to \c false,
   9.374 +  /// then the comparison is reversed, so the top(), prio() and pop()
   9.375 +  /// functions deal with the item having maximum priority instead of the
   9.376 +  /// minimum.
   9.377    ///
   9.378    /// \sa BucketHeap
   9.379    template <typename IM, bool MIN = true >
   9.380    class SimpleBucketHeap {
   9.381  
   9.382    public:
   9.383 -    typedef typename IM::Key Item;
   9.384 +
   9.385 +    /// Type of the item-int map.
   9.386 +    typedef IM ItemIntMap;
   9.387 +    /// Type of the priorities.
   9.388      typedef int Prio;
   9.389 -    typedef std::pair<Item, Prio> Pair;
   9.390 -    typedef IM ItemIntMap;
   9.391 +    /// Type of the items stored in the heap.
   9.392 +    typedef typename ItemIntMap::Key Item;
   9.393 +    /// Type of the item-priority pairs.
   9.394 +    typedef std::pair<Item,Prio> Pair;
   9.395  
   9.396    private:
   9.397  
   9.398 @@ -393,10 +416,10 @@
   9.399  
   9.400    public:
   9.401  
   9.402 -    /// \brief Type to represent the items states.
   9.403 +    /// \brief Type to represent the states of the items.
   9.404      ///
   9.405 -    /// Each Item element have a state associated to it. It may be "in heap",
   9.406 -    /// "pre heap" or "post heap". The latter two are indifferent from the
   9.407 +    /// Each item has a state associated to it. It can be "in heap",
   9.408 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
   9.409      /// heap's point of view, but may be useful to the user.
   9.410      ///
   9.411      /// The item-int map must be initialized in such way that it assigns
   9.412 @@ -409,48 +432,53 @@
   9.413  
   9.414    public:
   9.415  
   9.416 -    /// \brief The constructor.
   9.417 +    /// \brief Constructor.
   9.418      ///
   9.419 -    /// The constructor.
   9.420 -    /// \param map should be given to the constructor, since it is used
   9.421 -    /// internally to handle the cross references. The value of the map
   9.422 -    /// should be PRE_HEAP (-1) for each element.
   9.423 +    /// Constructor.
   9.424 +    /// \param map A map that assigns \c int values to the items.
   9.425 +    /// It is used internally to handle the cross references.
   9.426 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
   9.427      explicit SimpleBucketHeap(ItemIntMap &map)
   9.428        : _iim(map), _free(-1), _num(0), _minimum(0) {}
   9.429  
   9.430 -    /// \brief Returns the number of items stored in the heap.
   9.431 +    /// \brief The number of items stored in the heap.
   9.432      ///
   9.433 -    /// The number of items stored in the heap.
   9.434 +    /// This function returns the number of items stored in the heap.
   9.435      int size() const { return _num; }
   9.436  
   9.437 -    /// \brief Checks if the heap stores no items.
   9.438 +    /// \brief Check if the heap is empty.
   9.439      ///
   9.440 -    /// Returns \c true if and only if the heap stores no items.
   9.441 +    /// This function returns \c true if the heap is empty.
   9.442      bool empty() const { return _num == 0; }
   9.443  
   9.444 -    /// \brief Make empty this heap.
   9.445 +    /// \brief Make the heap empty.
   9.446      ///
   9.447 -    /// Make empty this heap. It does not change the cross reference
   9.448 -    /// map.  If you want to reuse a heap what is not surely empty you
   9.449 -    /// should first clear the heap and after that you should set the
   9.450 -    /// cross reference map for each item to \c PRE_HEAP.
   9.451 +    /// This functon makes the heap empty.
   9.452 +    /// It does not change the cross reference map. If you want to reuse
   9.453 +    /// a heap that is not surely empty, you should first clear it and
   9.454 +    /// then you should set the cross reference map to \c PRE_HEAP
   9.455 +    /// for each item.
   9.456      void clear() {
   9.457        _data.clear(); _first.clear(); _free = -1; _num = 0; _minimum = 0;
   9.458      }
   9.459  
   9.460      /// \brief Insert a pair of item and priority into the heap.
   9.461      ///
   9.462 -    /// Adds \c p.first to the heap with priority \c p.second.
   9.463 +    /// This function inserts \c p.first to the heap with priority
   9.464 +    /// \c p.second.
   9.465      /// \param p The pair to insert.
   9.466 +    /// \pre \c p.first must not be stored in the heap.
   9.467      void push(const Pair& p) {
   9.468        push(p.first, p.second);
   9.469      }
   9.470  
   9.471      /// \brief Insert an item into the heap with the given priority.
   9.472      ///
   9.473 -    /// Adds \c i to the heap with priority \c p.
   9.474 +    /// This function inserts the given item into the heap with the
   9.475 +    /// given priority.
   9.476      /// \param i The item to insert.
   9.477      /// \param p The priority of the item.
   9.478 +    /// \pre \e i must not be stored in the heap.
   9.479      void push(const Item &i, const Prio &p) {
   9.480        int idx;
   9.481        if (_free == -1) {
   9.482 @@ -471,10 +499,10 @@
   9.483        ++_num;
   9.484      }
   9.485  
   9.486 -    /// \brief Returns the item with minimum priority.
   9.487 +    /// \brief Return the item having minimum priority.
   9.488      ///
   9.489 -    /// This method returns the item with minimum priority.
   9.490 -    /// \pre The heap must be nonempty.
   9.491 +    /// This function returns the item having minimum priority.
   9.492 +    /// \pre The heap must be non-empty.
   9.493      Item top() const {
   9.494        while (_first[_minimum] == -1) {
   9.495          Direction::increase(_minimum);
   9.496 @@ -482,10 +510,10 @@
   9.497        return _data[_first[_minimum]].item;
   9.498      }
   9.499  
   9.500 -    /// \brief Returns the minimum priority.
   9.501 +    /// \brief The minimum priority.
   9.502      ///
   9.503 -    /// It returns the minimum priority.
   9.504 -    /// \pre The heap must be nonempty.
   9.505 +    /// This function returns the minimum priority.
   9.506 +    /// \pre The heap must be non-empty.
   9.507      Prio prio() const {
   9.508        while (_first[_minimum] == -1) {
   9.509          Direction::increase(_minimum);
   9.510 @@ -493,9 +521,9 @@
   9.511        return _minimum;
   9.512      }
   9.513  
   9.514 -    /// \brief Deletes the item with minimum priority.
   9.515 +    /// \brief Remove the item having minimum priority.
   9.516      ///
   9.517 -    /// This method deletes the item with minimum priority from the heap.
   9.518 +    /// This function removes the item having minimum priority.
   9.519      /// \pre The heap must be non-empty.
   9.520      void pop() {
   9.521        while (_first[_minimum] == -1) {
   9.522 @@ -509,16 +537,15 @@
   9.523        --_num;
   9.524      }
   9.525  
   9.526 -    /// \brief Returns the priority of \c i.
   9.527 +    /// \brief The priority of the given item.
   9.528      ///
   9.529 -    /// This function returns the priority of item \c i.
   9.530 -    /// \warning This operator is not a constant time function
   9.531 -    /// because it scans the whole data structure to find the proper
   9.532 -    /// value.
   9.533 -    /// \pre \c i must be in the heap.
   9.534 +    /// This function returns the priority of the given item.
   9.535      /// \param i The item.
   9.536 +    /// \pre \e i must be in the heap.
   9.537 +    /// \warning This operator is not a constant time function because
   9.538 +    /// it scans the whole data structure to find the proper value.
   9.539      Prio operator[](const Item &i) const {
   9.540 -      for (int k = 0; k < _first.size(); ++k) {
   9.541 +      for (int k = 0; k < int(_first.size()); ++k) {
   9.542          int idx = _first[k];
   9.543          while (idx != -1) {
   9.544            if (_data[idx].item == i) {
   9.545 @@ -530,13 +557,13 @@
   9.546        return -1;
   9.547      }
   9.548  
   9.549 -    /// \brief Returns if \c item is in, has already been in, or has
   9.550 -    /// never been in the heap.
   9.551 +    /// \brief Return the state of an item.
   9.552      ///
   9.553 -    /// This method returns PRE_HEAP if \c item has never been in the
   9.554 -    /// heap, IN_HEAP if it is in the heap at the moment, and POST_HEAP
   9.555 -    /// otherwise. In the latter case it is possible that \c item will
   9.556 -    /// get back to the heap again.
   9.557 +    /// This method returns \c PRE_HEAP if the given item has never
   9.558 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
   9.559 +    /// and \c POST_HEAP otherwise.
   9.560 +    /// In the latter case it is possible that the item will get back
   9.561 +    /// to the heap again.
   9.562      /// \param i The item.
   9.563      State state(const Item &i) const {
   9.564        int idx = _iim[i];
    10.1 --- a/lemon/circulation.h	Thu Aug 20 20:34:30 2009 +0200
    10.2 +++ b/lemon/circulation.h	Fri Sep 25 09:33:09 2009 +0200
    10.3 @@ -72,7 +72,11 @@
    10.4      /// The type of the map that stores the flow values.
    10.5      /// It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap"
    10.6      /// concept.
    10.7 +#ifdef DOXYGEN
    10.8 +    typedef GR::ArcMap<Value> FlowMap;
    10.9 +#else
   10.10      typedef typename Digraph::template ArcMap<Value> FlowMap;
   10.11 +#endif
   10.12  
   10.13      /// \brief Instantiates a FlowMap.
   10.14      ///
   10.15 @@ -87,9 +91,12 @@
   10.16      ///
   10.17      /// The elevator type used by the algorithm.
   10.18      ///
   10.19 -    /// \sa Elevator
   10.20 -    /// \sa LinkedElevator
   10.21 +    /// \sa Elevator, LinkedElevator
   10.22 +#ifdef DOXYGEN
   10.23 +    typedef lemon::Elevator<GR, GR::Node> Elevator;
   10.24 +#else
   10.25      typedef lemon::Elevator<Digraph, typename Digraph::Node> Elevator;
   10.26 +#endif
   10.27  
   10.28      /// \brief Instantiates an Elevator.
   10.29      ///
   10.30 @@ -450,25 +457,27 @@
   10.31        return *_level;
   10.32      }
   10.33  
   10.34 -    /// \brief Sets the tolerance used by algorithm.
   10.35 +    /// \brief Sets the tolerance used by the algorithm.
   10.36      ///
   10.37 -    /// Sets the tolerance used by algorithm.
   10.38 -    Circulation& tolerance(const Tolerance& tolerance) const {
   10.39 +    /// Sets the tolerance object used by the algorithm.
   10.40 +    /// \return <tt>(*this)</tt>
   10.41 +    Circulation& tolerance(const Tolerance& tolerance) {
   10.42        _tol = tolerance;
   10.43        return *this;
   10.44      }
   10.45  
   10.46      /// \brief Returns a const reference to the tolerance.
   10.47      ///
   10.48 -    /// Returns a const reference to the tolerance.
   10.49 +    /// Returns a const reference to the tolerance object used by
   10.50 +    /// the algorithm.
   10.51      const Tolerance& tolerance() const {
   10.52 -      return tolerance;
   10.53 +      return _tol;
   10.54      }
   10.55  
   10.56      /// \name Execution Control
   10.57      /// The simplest way to execute the algorithm is to call \ref run().\n
   10.58 -    /// If you need more control on the initial solution or the execution,
   10.59 -    /// first you have to call one of the \ref init() functions, then
   10.60 +    /// If you need better control on the initial solution or the execution,
   10.61 +    /// you have to call one of the \ref init() functions first, then
   10.62      /// the \ref start() function.
   10.63  
   10.64      ///@{
    11.1 --- a/lemon/concepts/heap.h	Thu Aug 20 20:34:30 2009 +0200
    11.2 +++ b/lemon/concepts/heap.h	Fri Sep 25 09:33:09 2009 +0200
    11.3 @@ -16,13 +16,13 @@
    11.4   *
    11.5   */
    11.6  
    11.7 +#ifndef LEMON_CONCEPTS_HEAP_H
    11.8 +#define LEMON_CONCEPTS_HEAP_H
    11.9 +
   11.10  ///\ingroup concept
   11.11  ///\file
   11.12  ///\brief The concept of heaps.
   11.13  
   11.14 -#ifndef LEMON_CONCEPTS_HEAP_H
   11.15 -#define LEMON_CONCEPTS_HEAP_H
   11.16 -
   11.17  #include <lemon/core.h>
   11.18  #include <lemon/concept_check.h>
   11.19  
   11.20 @@ -35,21 +35,27 @@
   11.21  
   11.22      /// \brief The heap concept.
   11.23      ///
   11.24 -    /// Concept class describing the main interface of heaps. A \e heap
   11.25 -    /// is a data structure for storing items with specified values called
   11.26 -    /// \e priorities in such a way that finding the item with minimum
   11.27 -    /// priority is efficient. In a heap one can change the priority of an
   11.28 -    /// item, add or erase an item, etc.
   11.29 +    /// This concept class describes the main interface of heaps.
   11.30 +    /// The various \ref heaps "heap structures" are efficient
   11.31 +    /// implementations of the abstract data type \e priority \e queue.
   11.32 +    /// They store items with specified values called \e priorities
   11.33 +    /// in such a way that finding and removing the item with minimum
   11.34 +    /// priority are efficient. The basic operations are adding and
   11.35 +    /// erasing items, changing the priority of an item, etc.
   11.36      ///
   11.37 -    /// \tparam PR Type of the priority of the items.
   11.38 -    /// \tparam IM A read and writable item map with int values, used
   11.39 +    /// Heaps are crucial in several algorithms, such as Dijkstra and Prim.
   11.40 +    /// Any class that conforms to this concept can be used easily in such
   11.41 +    /// algorithms.
   11.42 +    ///
   11.43 +    /// \tparam PR Type of the priorities of the items.
   11.44 +    /// \tparam IM A read-writable item map with \c int values, used
   11.45      /// internally to handle the cross references.
   11.46 -    /// \tparam Comp A functor class for the ordering of the priorities.
   11.47 +    /// \tparam CMP A functor class for comparing the priorities.
   11.48      /// The default is \c std::less<PR>.
   11.49  #ifdef DOXYGEN
   11.50 -    template <typename PR, typename IM, typename Comp = std::less<PR> >
   11.51 +    template <typename PR, typename IM, typename CMP>
   11.52  #else
   11.53 -    template <typename PR, typename IM>
   11.54 +    template <typename PR, typename IM, typename CMP = std::less<PR> >
   11.55  #endif
   11.56      class Heap {
   11.57      public:
   11.58 @@ -64,109 +70,125 @@
   11.59        /// \brief Type to represent the states of the items.
   11.60        ///
   11.61        /// Each item has a state associated to it. It can be "in heap",
   11.62 -      /// "pre heap" or "post heap". The later two are indifferent
   11.63 -      /// from the point of view of the heap, but may be useful for
   11.64 -      /// the user.
   11.65 +      /// "pre-heap" or "post-heap". The latter two are indifferent from the
   11.66 +      /// heap's point of view, but may be useful to the user.
   11.67        ///
   11.68        /// The item-int map must be initialized in such way that it assigns
   11.69        /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
   11.70        enum State {
   11.71          IN_HEAP = 0,    ///< = 0. The "in heap" state constant.
   11.72 -        PRE_HEAP = -1,  ///< = -1. The "pre heap" state constant.
   11.73 -        POST_HEAP = -2  ///< = -2. The "post heap" state constant.
   11.74 +        PRE_HEAP = -1,  ///< = -1. The "pre-heap" state constant.
   11.75 +        POST_HEAP = -2  ///< = -2. The "post-heap" state constant.
   11.76        };
   11.77  
   11.78 -      /// \brief The constructor.
   11.79 +      /// \brief Constructor.
   11.80        ///
   11.81 -      /// The constructor.
   11.82 +      /// Constructor.
   11.83        /// \param map A map that assigns \c int values to keys of type
   11.84        /// \c Item. It is used internally by the heap implementations to
   11.85        /// handle the cross references. The assigned value must be
   11.86 -      /// \c PRE_HEAP (<tt>-1</tt>) for every item.
   11.87 +      /// \c PRE_HEAP (<tt>-1</tt>) for each item.
   11.88        explicit Heap(ItemIntMap &map) {}
   11.89  
   11.90 +      /// \brief Constructor.
   11.91 +      ///
   11.92 +      /// Constructor.
   11.93 +      /// \param map A map that assigns \c int values to keys of type
   11.94 +      /// \c Item. It is used internally by the heap implementations to
   11.95 +      /// handle the cross references. The assigned value must be
   11.96 +      /// \c PRE_HEAP (<tt>-1</tt>) for each item.
   11.97 +      /// \param comp The function object used for comparing the priorities.
   11.98 +      explicit Heap(ItemIntMap &map, const CMP &comp) {}
   11.99 +
  11.100        /// \brief The number of items stored in the heap.
  11.101        ///
  11.102 -      /// Returns the number of items stored in the heap.
  11.103 +      /// This function returns the number of items stored in the heap.
  11.104        int size() const { return 0; }
  11.105  
  11.106 -      /// \brief Checks if the heap is empty.
  11.107 +      /// \brief Check if the heap is empty.
  11.108        ///
  11.109 -      /// Returns \c true if the heap is empty.
  11.110 +      /// This function returns \c true if the heap is empty.
  11.111        bool empty() const { return false; }
  11.112  
  11.113 -      /// \brief Makes the heap empty.
  11.114 +      /// \brief Make the heap empty.
  11.115        ///
  11.116 -      /// Makes the heap empty.
  11.117 -      void clear();
  11.118 +      /// This functon makes the heap empty.
  11.119 +      /// It does not change the cross reference map. If you want to reuse
  11.120 +      /// a heap that is not surely empty, you should first clear it and
  11.121 +      /// then you should set the cross reference map to \c PRE_HEAP
  11.122 +      /// for each item.
  11.123 +      void clear() {}
  11.124  
  11.125 -      /// \brief Inserts an item into the heap with the given priority.
  11.126 +      /// \brief Insert an item into the heap with the given priority.
  11.127        ///
  11.128 -      /// Inserts the given item into the heap with the given priority.
  11.129 +      /// This function inserts the given item into the heap with the
  11.130 +      /// given priority.
  11.131        /// \param i The item to insert.
  11.132        /// \param p The priority of the item.
  11.133 +      /// \pre \e i must not be stored in the heap.
  11.134        void push(const Item &i, const Prio &p) {}
  11.135  
  11.136 -      /// \brief Returns the item having minimum priority.
  11.137 +      /// \brief Return the item having minimum priority.
  11.138        ///
  11.139 -      /// Returns the item having minimum priority.
  11.140 +      /// This function returns the item having minimum priority.
  11.141        /// \pre The heap must be non-empty.
  11.142        Item top() const {}
  11.143  
  11.144        /// \brief The minimum priority.
  11.145        ///
  11.146 -      /// Returns the minimum priority.
  11.147 +      /// This function returns the minimum priority.
  11.148        /// \pre The heap must be non-empty.
  11.149        Prio prio() const {}
  11.150  
  11.151 -      /// \brief Removes the item having minimum priority.
  11.152 +      /// \brief Remove the item having minimum priority.
  11.153        ///
  11.154 -      /// Removes the item having minimum priority.
  11.155 +      /// This function removes the item having minimum priority.
  11.156        /// \pre The heap must be non-empty.
  11.157        void pop() {}
  11.158  
  11.159 -      /// \brief Removes an item from the heap.
  11.160 +      /// \brief Remove the given item from the heap.
  11.161        ///
  11.162 -      /// Removes the given item from the heap if it is already stored.
  11.163 +      /// This function removes the given item from the heap if it is
  11.164 +      /// already stored.
  11.165        /// \param i The item to delete.
  11.166 +      /// \pre \e i must be in the heap.
  11.167        void erase(const Item &i) {}
  11.168  
  11.169 -      /// \brief The priority of an item.
  11.170 +      /// \brief The priority of the given item.
  11.171        ///
  11.172 -      /// Returns the priority of the given item.
  11.173 +      /// This function returns the priority of the given item.
  11.174        /// \param i The item.
  11.175 -      /// \pre \c i must be in the heap.
  11.176 +      /// \pre \e i must be in the heap.
  11.177        Prio operator[](const Item &i) const {}
  11.178  
  11.179 -      /// \brief Sets the priority of an item or inserts it, if it is
  11.180 +      /// \brief Set the priority of an item or insert it, if it is
  11.181        /// not stored in the heap.
  11.182        ///
  11.183        /// This method sets the priority of the given item if it is
  11.184 -      /// already stored in the heap.
  11.185 -      /// Otherwise it inserts the given item with the given priority.
  11.186 +      /// already stored in the heap. Otherwise it inserts the given
  11.187 +      /// item into the heap with the given priority.
  11.188        ///
  11.189        /// \param i The item.
  11.190        /// \param p The priority.
  11.191        void set(const Item &i, const Prio &p) {}
  11.192  
  11.193 -      /// \brief Decreases the priority of an item to the given value.
  11.194 +      /// \brief Decrease the priority of an item to the given value.
  11.195        ///
  11.196 -      /// Decreases the priority of an item to the given value.
  11.197 +      /// This function decreases the priority of an item to the given value.
  11.198        /// \param i The item.
  11.199        /// \param p The priority.
  11.200 -      /// \pre \c i must be stored in the heap with priority at least \c p.
  11.201 +      /// \pre \e i must be stored in the heap with priority at least \e p.
  11.202        void decrease(const Item &i, const Prio &p) {}
  11.203  
  11.204 -      /// \brief Increases the priority of an item to the given value.
  11.205 +      /// \brief Increase the priority of an item to the given value.
  11.206        ///
  11.207 -      /// Increases the priority of an item to the given value.
  11.208 +      /// This function increases the priority of an item to the given value.
  11.209        /// \param i The item.
  11.210        /// \param p The priority.
  11.211 -      /// \pre \c i must be stored in the heap with priority at most \c p.
  11.212 +      /// \pre \e i must be stored in the heap with priority at most \e p.
  11.213        void increase(const Item &i, const Prio &p) {}
  11.214  
  11.215 -      /// \brief Returns if an item is in, has already been in, or has
  11.216 -      /// never been in the heap.
  11.217 +      /// \brief Return the state of an item.
  11.218        ///
  11.219        /// This method returns \c PRE_HEAP if the given item has never
  11.220        /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
  11.221 @@ -176,11 +198,11 @@
  11.222        /// \param i The item.
  11.223        State state(const Item &i) const {}
  11.224  
  11.225 -      /// \brief Sets the state of an item in the heap.
  11.226 +      /// \brief Set the state of an item in the heap.
  11.227        ///
  11.228 -      /// Sets the state of the given item in the heap. It can be used
  11.229 -      /// to manually clear the heap when it is important to achive the
  11.230 -      /// better time complexity.
  11.231 +      /// This function sets the state of the given item in the heap.
  11.232 +      /// It can be used to manually clear the heap when it is important
  11.233 +      /// to achive better time complexity.
  11.234        /// \param i The item.
  11.235        /// \param st The state. It should not be \c IN_HEAP.
  11.236        void state(const Item& i, State st) {}
    12.1 --- a/lemon/dfs.h	Thu Aug 20 20:34:30 2009 +0200
    12.2 +++ b/lemon/dfs.h	Fri Sep 25 09:33:09 2009 +0200
    12.3 @@ -47,7 +47,7 @@
    12.4      ///
    12.5      ///The type of the map that stores the predecessor
    12.6      ///arcs of the %DFS paths.
    12.7 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
    12.8 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
    12.9      typedef typename Digraph::template NodeMap<typename Digraph::Arc> PredMap;
   12.10      ///Instantiates a \c PredMap.
   12.11  
   12.12 @@ -62,7 +62,8 @@
   12.13      ///The type of the map that indicates which nodes are processed.
   12.14  
   12.15      ///The type of the map that indicates which nodes are processed.
   12.16 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   12.17 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   12.18 +    ///By default it is a NullMap.
   12.19      typedef NullMap<typename Digraph::Node,bool> ProcessedMap;
   12.20      ///Instantiates a \c ProcessedMap.
   12.21  
   12.22 @@ -81,7 +82,7 @@
   12.23      ///The type of the map that indicates which nodes are reached.
   12.24  
   12.25      ///The type of the map that indicates which nodes are reached.
   12.26 -    ///It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
   12.27 +    ///It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
   12.28      typedef typename Digraph::template NodeMap<bool> ReachedMap;
   12.29      ///Instantiates a \c ReachedMap.
   12.30  
   12.31 @@ -96,7 +97,7 @@
   12.32      ///The type of the map that stores the distances of the nodes.
   12.33  
   12.34      ///The type of the map that stores the distances of the nodes.
   12.35 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   12.36 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   12.37      typedef typename Digraph::template NodeMap<int> DistMap;
   12.38      ///Instantiates a \c DistMap.
   12.39  
   12.40 @@ -224,7 +225,7 @@
   12.41      ///
   12.42      ///\ref named-templ-param "Named parameter" for setting
   12.43      ///\c PredMap type.
   12.44 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   12.45 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   12.46      template <class T>
   12.47      struct SetPredMap : public Dfs<Digraph, SetPredMapTraits<T> > {
   12.48        typedef Dfs<Digraph, SetPredMapTraits<T> > Create;
   12.49 @@ -244,7 +245,7 @@
   12.50      ///
   12.51      ///\ref named-templ-param "Named parameter" for setting
   12.52      ///\c DistMap type.
   12.53 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   12.54 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   12.55      template <class T>
   12.56      struct SetDistMap : public Dfs< Digraph, SetDistMapTraits<T> > {
   12.57        typedef Dfs<Digraph, SetDistMapTraits<T> > Create;
   12.58 @@ -264,7 +265,7 @@
   12.59      ///
   12.60      ///\ref named-templ-param "Named parameter" for setting
   12.61      ///\c ReachedMap type.
   12.62 -    ///It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
   12.63 +    ///It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
   12.64      template <class T>
   12.65      struct SetReachedMap : public Dfs< Digraph, SetReachedMapTraits<T> > {
   12.66        typedef Dfs< Digraph, SetReachedMapTraits<T> > Create;
   12.67 @@ -284,7 +285,7 @@
   12.68      ///
   12.69      ///\ref named-templ-param "Named parameter" for setting
   12.70      ///\c ProcessedMap type.
   12.71 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   12.72 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   12.73      template <class T>
   12.74      struct SetProcessedMap : public Dfs< Digraph, SetProcessedMapTraits<T> > {
   12.75        typedef Dfs< Digraph, SetProcessedMapTraits<T> > Create;
   12.76 @@ -411,8 +412,8 @@
   12.77      ///\name Execution Control
   12.78      ///The simplest way to execute the DFS algorithm is to use one of the
   12.79      ///member functions called \ref run(Node) "run()".\n
   12.80 -    ///If you need more control on the execution, first you have to call
   12.81 -    ///\ref init(), then you can add a source node with \ref addSource()
   12.82 +    ///If you need better control on the execution, you have to call
   12.83 +    ///\ref init() first, then you can add a source node with \ref addSource()
   12.84      ///and perform the actual computation with \ref start().
   12.85      ///This procedure can be repeated if there are nodes that have not
   12.86      ///been reached.
   12.87 @@ -669,9 +670,9 @@
   12.88  
   12.89      ///@{
   12.90  
   12.91 -    ///The DFS path to a node.
   12.92 +    ///The DFS path to the given node.
   12.93  
   12.94 -    ///Returns the DFS path to a node.
   12.95 +    ///Returns the DFS path to the given node from the root(s).
   12.96      ///
   12.97      ///\warning \c t should be reached from the root(s).
   12.98      ///
   12.99 @@ -679,9 +680,9 @@
  12.100      ///must be called before using this function.
  12.101      Path path(Node t) const { return Path(*G, *_pred, t); }
  12.102  
  12.103 -    ///The distance of a node from the root(s).
  12.104 +    ///The distance of the given node from the root(s).
  12.105  
  12.106 -    ///Returns the distance of a node from the root(s).
  12.107 +    ///Returns the distance of the given node from the root(s).
  12.108      ///
  12.109      ///\warning If node \c v is not reached from the root(s), then
  12.110      ///the return value of this function is undefined.
  12.111 @@ -690,7 +691,7 @@
  12.112      ///must be called before using this function.
  12.113      int dist(Node v) const { return (*_dist)[v]; }
  12.114  
  12.115 -    ///Returns the 'previous arc' of the %DFS tree for a node.
  12.116 +    ///Returns the 'previous arc' of the %DFS tree for the given node.
  12.117  
  12.118      ///This function returns the 'previous arc' of the %DFS tree for the
  12.119      ///node \c v, i.e. it returns the last arc of a %DFS path from a
  12.120 @@ -698,21 +699,21 @@
  12.121      ///root(s) or if \c v is a root.
  12.122      ///
  12.123      ///The %DFS tree used here is equal to the %DFS tree used in
  12.124 -    ///\ref predNode().
  12.125 +    ///\ref predNode() and \ref predMap().
  12.126      ///
  12.127      ///\pre Either \ref run(Node) "run()" or \ref init()
  12.128      ///must be called before using this function.
  12.129      Arc predArc(Node v) const { return (*_pred)[v];}
  12.130  
  12.131 -    ///Returns the 'previous node' of the %DFS tree.
  12.132 +    ///Returns the 'previous node' of the %DFS tree for the given node.
  12.133  
  12.134      ///This function returns the 'previous node' of the %DFS
  12.135      ///tree for the node \c v, i.e. it returns the last but one node
  12.136 -    ///from a %DFS path from a root to \c v. It is \c INVALID
  12.137 +    ///of a %DFS path from a root to \c v. It is \c INVALID
  12.138      ///if \c v is not reached from the root(s) or if \c v is a root.
  12.139      ///
  12.140      ///The %DFS tree used here is equal to the %DFS tree used in
  12.141 -    ///\ref predArc().
  12.142 +    ///\ref predArc() and \ref predMap().
  12.143      ///
  12.144      ///\pre Either \ref run(Node) "run()" or \ref init()
  12.145      ///must be called before using this function.
  12.146 @@ -733,13 +734,13 @@
  12.147      ///predecessor arcs.
  12.148      ///
  12.149      ///Returns a const reference to the node map that stores the predecessor
  12.150 -    ///arcs, which form the DFS tree.
  12.151 +    ///arcs, which form the DFS tree (forest).
  12.152      ///
  12.153      ///\pre Either \ref run(Node) "run()" or \ref init()
  12.154      ///must be called before using this function.
  12.155      const PredMap &predMap() const { return *_pred;}
  12.156  
  12.157 -    ///Checks if a node is reached from the root(s).
  12.158 +    ///Checks if the given node. node is reached from the root(s).
  12.159  
  12.160      ///Returns \c true if \c v is reached from the root(s).
  12.161      ///
  12.162 @@ -765,7 +766,7 @@
  12.163      ///
  12.164      ///The type of the map that stores the predecessor
  12.165      ///arcs of the %DFS paths.
  12.166 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
  12.167 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
  12.168      typedef typename Digraph::template NodeMap<typename Digraph::Arc> PredMap;
  12.169      ///Instantiates a PredMap.
  12.170  
  12.171 @@ -780,7 +781,7 @@
  12.172      ///The type of the map that indicates which nodes are processed.
  12.173  
  12.174      ///The type of the map that indicates which nodes are processed.
  12.175 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
  12.176 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
  12.177      ///By default it is a NullMap.
  12.178      typedef NullMap<typename Digraph::Node,bool> ProcessedMap;
  12.179      ///Instantiates a ProcessedMap.
  12.180 @@ -800,7 +801,7 @@
  12.181      ///The type of the map that indicates which nodes are reached.
  12.182  
  12.183      ///The type of the map that indicates which nodes are reached.
  12.184 -    ///It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
  12.185 +    ///It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
  12.186      typedef typename Digraph::template NodeMap<bool> ReachedMap;
  12.187      ///Instantiates a ReachedMap.
  12.188  
  12.189 @@ -815,7 +816,7 @@
  12.190      ///The type of the map that stores the distances of the nodes.
  12.191  
  12.192      ///The type of the map that stores the distances of the nodes.
  12.193 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
  12.194 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
  12.195      typedef typename Digraph::template NodeMap<int> DistMap;
  12.196      ///Instantiates a DistMap.
  12.197  
  12.198 @@ -830,18 +831,14 @@
  12.199      ///The type of the DFS paths.
  12.200  
  12.201      ///The type of the DFS paths.
  12.202 -    ///It must meet the \ref concepts::Path "Path" concept.
  12.203 +    ///It must conform to the \ref concepts::Path "Path" concept.
  12.204      typedef lemon::Path<Digraph> Path;
  12.205    };
  12.206  
  12.207    /// Default traits class used by DfsWizard
  12.208  
  12.209 -  /// To make it easier to use Dfs algorithm
  12.210 -  /// we have created a wizard class.
  12.211 -  /// This \ref DfsWizard class needs default traits,
  12.212 -  /// as well as the \ref Dfs class.
  12.213 -  /// The \ref DfsWizardBase is a class to be the default traits of the
  12.214 -  /// \ref DfsWizard class.
  12.215 +  /// Default traits class used by DfsWizard.
  12.216 +  /// \tparam GR The type of the digraph.
  12.217    template<class GR>
  12.218    class DfsWizardBase : public DfsWizardDefaultTraits<GR>
  12.219    {
  12.220 @@ -869,7 +866,7 @@
  12.221      public:
  12.222      /// Constructor.
  12.223  
  12.224 -    /// This constructor does not require parameters, therefore it initiates
  12.225 +    /// This constructor does not require parameters, it initiates
  12.226      /// all of the attributes to \c 0.
  12.227      DfsWizardBase() : _g(0), _reached(0), _processed(0), _pred(0),
  12.228                        _dist(0), _path(0), _di(0) {}
  12.229 @@ -899,7 +896,6 @@
  12.230    {
  12.231      typedef TR Base;
  12.232  
  12.233 -    ///The type of the digraph the algorithm runs on.
  12.234      typedef typename TR::Digraph Digraph;
  12.235  
  12.236      typedef typename Digraph::Node Node;
  12.237 @@ -907,16 +903,10 @@
  12.238      typedef typename Digraph::Arc Arc;
  12.239      typedef typename Digraph::OutArcIt OutArcIt;
  12.240  
  12.241 -    ///\brief The type of the map that stores the predecessor
  12.242 -    ///arcs of the DFS paths.
  12.243      typedef typename TR::PredMap PredMap;
  12.244 -    ///\brief The type of the map that stores the distances of the nodes.
  12.245      typedef typename TR::DistMap DistMap;
  12.246 -    ///\brief The type of the map that indicates which nodes are reached.
  12.247      typedef typename TR::ReachedMap ReachedMap;
  12.248 -    ///\brief The type of the map that indicates which nodes are processed.
  12.249      typedef typename TR::ProcessedMap ProcessedMap;
  12.250 -    ///The type of the DFS paths
  12.251      typedef typename TR::Path Path;
  12.252  
  12.253    public:
  12.254 @@ -999,11 +989,12 @@
  12.255        static PredMap *createPredMap(const Digraph &) { return 0; };
  12.256        SetPredMapBase(const TR &b) : TR(b) {}
  12.257      };
  12.258 -    ///\brief \ref named-func-param "Named parameter"
  12.259 -    ///for setting PredMap object.
  12.260 +
  12.261 +    ///\brief \ref named-templ-param "Named parameter" for setting
  12.262 +    ///the predecessor map.
  12.263      ///
  12.264 -    ///\ref named-func-param "Named parameter"
  12.265 -    ///for setting PredMap object.
  12.266 +    ///\ref named-templ-param "Named parameter" function for setting
  12.267 +    ///the map that stores the predecessor arcs of the nodes.
  12.268      template<class T>
  12.269      DfsWizard<SetPredMapBase<T> > predMap(const T &t)
  12.270      {
  12.271 @@ -1017,11 +1008,12 @@
  12.272        static ReachedMap *createReachedMap(const Digraph &) { return 0; };
  12.273        SetReachedMapBase(const TR &b) : TR(b) {}
  12.274      };
  12.275 -    ///\brief \ref named-func-param "Named parameter"
  12.276 -    ///for setting ReachedMap object.
  12.277 +
  12.278 +    ///\brief \ref named-templ-param "Named parameter" for setting
  12.279 +    ///the reached map.
  12.280      ///
  12.281 -    /// \ref named-func-param "Named parameter"
  12.282 -    ///for setting ReachedMap object.
  12.283 +    ///\ref named-templ-param "Named parameter" function for setting
  12.284 +    ///the map that indicates which nodes are reached.
  12.285      template<class T>
  12.286      DfsWizard<SetReachedMapBase<T> > reachedMap(const T &t)
  12.287      {
  12.288 @@ -1035,11 +1027,13 @@
  12.289        static DistMap *createDistMap(const Digraph &) { return 0; };
  12.290        SetDistMapBase(const TR &b) : TR(b) {}
  12.291      };
  12.292 -    ///\brief \ref named-func-param "Named parameter"
  12.293 -    ///for setting DistMap object.
  12.294 +
  12.295 +    ///\brief \ref named-templ-param "Named parameter" for setting
  12.296 +    ///the distance map.
  12.297      ///
  12.298 -    /// \ref named-func-param "Named parameter"
  12.299 -    ///for setting DistMap object.
  12.300 +    ///\ref named-templ-param "Named parameter" function for setting
  12.301 +    ///the map that stores the distances of the nodes calculated
  12.302 +    ///by the algorithm.
  12.303      template<class T>
  12.304      DfsWizard<SetDistMapBase<T> > distMap(const T &t)
  12.305      {
  12.306 @@ -1053,11 +1047,12 @@
  12.307        static ProcessedMap *createProcessedMap(const Digraph &) { return 0; };
  12.308        SetProcessedMapBase(const TR &b) : TR(b) {}
  12.309      };
  12.310 -    ///\brief \ref named-func-param "Named parameter"
  12.311 -    ///for setting ProcessedMap object.
  12.312 +
  12.313 +    ///\brief \ref named-func-param "Named parameter" for setting
  12.314 +    ///the processed map.
  12.315      ///
  12.316 -    /// \ref named-func-param "Named parameter"
  12.317 -    ///for setting ProcessedMap object.
  12.318 +    ///\ref named-templ-param "Named parameter" function for setting
  12.319 +    ///the map that indicates which nodes are processed.
  12.320      template<class T>
  12.321      DfsWizard<SetProcessedMapBase<T> > processedMap(const T &t)
  12.322      {
  12.323 @@ -1208,7 +1203,7 @@
  12.324      /// \brief The type of the map that indicates which nodes are reached.
  12.325      ///
  12.326      /// The type of the map that indicates which nodes are reached.
  12.327 -    /// It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
  12.328 +    /// It must conform to the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
  12.329      typedef typename Digraph::template NodeMap<bool> ReachedMap;
  12.330  
  12.331      /// \brief Instantiates a ReachedMap.
  12.332 @@ -1369,8 +1364,8 @@
  12.333      /// \name Execution Control
  12.334      /// The simplest way to execute the DFS algorithm is to use one of the
  12.335      /// member functions called \ref run(Node) "run()".\n
  12.336 -    /// If you need more control on the execution, first you have to call
  12.337 -    /// \ref init(), then you can add a source node with \ref addSource()
  12.338 +    /// If you need better control on the execution, you have to call
  12.339 +    /// \ref init() first, then you can add a source node with \ref addSource()
  12.340      /// and perform the actual computation with \ref start().
  12.341      /// This procedure can be repeated if there are nodes that have not
  12.342      /// been reached.
  12.343 @@ -1620,7 +1615,7 @@
  12.344  
  12.345      ///@{
  12.346  
  12.347 -    /// \brief Checks if a node is reached from the root(s).
  12.348 +    /// \brief Checks if the given node is reached from the root(s).
  12.349      ///
  12.350      /// Returns \c true if \c v is reached from the root(s).
  12.351      ///
    13.1 --- a/lemon/dijkstra.h	Thu Aug 20 20:34:30 2009 +0200
    13.2 +++ b/lemon/dijkstra.h	Fri Sep 25 09:33:09 2009 +0200
    13.3 @@ -70,9 +70,9 @@
    13.4      ///The type of the map that stores the arc lengths.
    13.5  
    13.6      ///The type of the map that stores the arc lengths.
    13.7 -    ///It must meet the \ref concepts::ReadMap "ReadMap" concept.
    13.8 +    ///It must conform to the \ref concepts::ReadMap "ReadMap" concept.
    13.9      typedef LEN LengthMap;
   13.10 -    ///The type of the length of the arcs.
   13.11 +    ///The type of the arc lengths.
   13.12      typedef typename LEN::Value Value;
   13.13  
   13.14      /// Operation traits for %Dijkstra algorithm.
   13.15 @@ -116,7 +116,7 @@
   13.16      ///
   13.17      ///The type of the map that stores the predecessor
   13.18      ///arcs of the shortest paths.
   13.19 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   13.20 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   13.21      typedef typename Digraph::template NodeMap<typename Digraph::Arc> PredMap;
   13.22      ///Instantiates a \c PredMap.
   13.23  
   13.24 @@ -131,7 +131,7 @@
   13.25      ///The type of the map that indicates which nodes are processed.
   13.26  
   13.27      ///The type of the map that indicates which nodes are processed.
   13.28 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   13.29 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   13.30      ///By default it is a NullMap.
   13.31      typedef NullMap<typename Digraph::Node,bool> ProcessedMap;
   13.32      ///Instantiates a \c ProcessedMap.
   13.33 @@ -151,7 +151,7 @@
   13.34      ///The type of the map that stores the distances of the nodes.
   13.35  
   13.36      ///The type of the map that stores the distances of the nodes.
   13.37 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   13.38 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   13.39      typedef typename Digraph::template NodeMap<typename LEN::Value> DistMap;
   13.40      ///Instantiates a \c DistMap.
   13.41  
   13.42 @@ -169,6 +169,10 @@
   13.43    /// \ingroup shortest_path
   13.44    ///This class provides an efficient implementation of the %Dijkstra algorithm.
   13.45    ///
   13.46 +  ///The %Dijkstra algorithm solves the single-source shortest path problem
   13.47 +  ///when all arc lengths are non-negative. If there are negative lengths,
   13.48 +  ///the BellmanFord algorithm should be used instead.
   13.49 +  ///
   13.50    ///The arc lengths are passed to the algorithm using a
   13.51    ///\ref concepts::ReadMap "ReadMap",
   13.52    ///so it is easy to change it to any kind of length.
   13.53 @@ -201,7 +205,7 @@
   13.54      ///The type of the digraph the algorithm runs on.
   13.55      typedef typename TR::Digraph Digraph;
   13.56  
   13.57 -    ///The type of the length of the arcs.
   13.58 +    ///The type of the arc lengths.
   13.59      typedef typename TR::LengthMap::Value Value;
   13.60      ///The type of the map that stores the arc lengths.
   13.61      typedef typename TR::LengthMap LengthMap;
   13.62 @@ -304,7 +308,7 @@
   13.63      ///
   13.64      ///\ref named-templ-param "Named parameter" for setting
   13.65      ///\c PredMap type.
   13.66 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   13.67 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   13.68      template <class T>
   13.69      struct SetPredMap
   13.70        : public Dijkstra< Digraph, LengthMap, SetPredMapTraits<T> > {
   13.71 @@ -325,7 +329,7 @@
   13.72      ///
   13.73      ///\ref named-templ-param "Named parameter" for setting
   13.74      ///\c DistMap type.
   13.75 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   13.76 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   13.77      template <class T>
   13.78      struct SetDistMap
   13.79        : public Dijkstra< Digraph, LengthMap, SetDistMapTraits<T> > {
   13.80 @@ -346,7 +350,7 @@
   13.81      ///
   13.82      ///\ref named-templ-param "Named parameter" for setting
   13.83      ///\c ProcessedMap type.
   13.84 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
   13.85 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
   13.86      template <class T>
   13.87      struct SetProcessedMap
   13.88        : public Dijkstra< Digraph, LengthMap, SetProcessedMapTraits<T> > {
   13.89 @@ -443,6 +447,7 @@
   13.90      ///
   13.91      ///\ref named-templ-param "Named parameter" for setting
   13.92      ///\c OperationTraits type.
   13.93 +    /// For more information see \ref DijkstraDefaultOperationTraits.
   13.94      template <class T>
   13.95      struct SetOperationTraits
   13.96        : public Dijkstra<Digraph, LengthMap, SetOperationTraitsTraits<T> > {
   13.97 @@ -584,8 +589,8 @@
   13.98      ///\name Execution Control
   13.99      ///The simplest way to execute the %Dijkstra algorithm is to use
  13.100      ///one of the member functions called \ref run(Node) "run()".\n
  13.101 -    ///If you need more control on the execution, first you have to call
  13.102 -    ///\ref init(), then you can add several source nodes with
  13.103 +    ///If you need better control on the execution, you have to call
  13.104 +    ///\ref init() first, then you can add several source nodes with
  13.105      ///\ref addSource(). Finally the actual path computation can be
  13.106      ///performed with one of the \ref start() functions.
  13.107  
  13.108 @@ -801,14 +806,14 @@
  13.109      ///\name Query Functions
  13.110      ///The results of the %Dijkstra algorithm can be obtained using these
  13.111      ///functions.\n
  13.112 -    ///Either \ref run(Node) "run()" or \ref start() should be called
  13.113 +    ///Either \ref run(Node) "run()" or \ref init() should be called
  13.114      ///before using them.
  13.115  
  13.116      ///@{
  13.117  
  13.118 -    ///The shortest path to a node.
  13.119 +    ///The shortest path to the given node.
  13.120  
  13.121 -    ///Returns the shortest path to a node.
  13.122 +    ///Returns the shortest path to the given node from the root(s).
  13.123      ///
  13.124      ///\warning \c t should be reached from the root(s).
  13.125      ///
  13.126 @@ -816,9 +821,9 @@
  13.127      ///must be called before using this function.
  13.128      Path path(Node t) const { return Path(*G, *_pred, t); }
  13.129  
  13.130 -    ///The distance of a node from the root(s).
  13.131 +    ///The distance of the given node from the root(s).
  13.132  
  13.133 -    ///Returns the distance of a node from the root(s).
  13.134 +    ///Returns the distance of the given node from the root(s).
  13.135      ///
  13.136      ///\warning If node \c v is not reached from the root(s), then
  13.137      ///the return value of this function is undefined.
  13.138 @@ -827,29 +832,31 @@
  13.139      ///must be called before using this function.
  13.140      Value dist(Node v) const { return (*_dist)[v]; }
  13.141  
  13.142 -    ///Returns the 'previous arc' of the shortest path tree for a node.
  13.143 -
  13.144 +    ///\brief Returns the 'previous arc' of the shortest path tree for
  13.145 +    ///the given node.
  13.146 +    ///
  13.147      ///This function returns the 'previous arc' of the shortest path
  13.148      ///tree for the node \c v, i.e. it returns the last arc of a
  13.149      ///shortest path from a root to \c v. It is \c INVALID if \c v
  13.150      ///is not reached from the root(s) or if \c v is a root.
  13.151      ///
  13.152      ///The shortest path tree used here is equal to the shortest path
  13.153 -    ///tree used in \ref predNode().
  13.154 +    ///tree used in \ref predNode() and \ref predMap().
  13.155      ///
  13.156      ///\pre Either \ref run(Node) "run()" or \ref init()
  13.157      ///must be called before using this function.
  13.158      Arc predArc(Node v) const { return (*_pred)[v]; }
  13.159  
  13.160 -    ///Returns the 'previous node' of the shortest path tree for a node.
  13.161 -
  13.162 +    ///\brief Returns the 'previous node' of the shortest path tree for
  13.163 +    ///the given node.
  13.164 +    ///
  13.165      ///This function returns the 'previous node' of the shortest path
  13.166      ///tree for the node \c v, i.e. it returns the last but one node
  13.167 -    ///from a shortest path from a root to \c v. It is \c INVALID
  13.168 +    ///of a shortest path from a root to \c v. It is \c INVALID
  13.169      ///if \c v is not reached from the root(s) or if \c v is a root.
  13.170      ///
  13.171      ///The shortest path tree used here is equal to the shortest path
  13.172 -    ///tree used in \ref predArc().
  13.173 +    ///tree used in \ref predArc() and \ref predMap().
  13.174      ///
  13.175      ///\pre Either \ref run(Node) "run()" or \ref init()
  13.176      ///must be called before using this function.
  13.177 @@ -870,13 +877,13 @@
  13.178      ///predecessor arcs.
  13.179      ///
  13.180      ///Returns a const reference to the node map that stores the predecessor
  13.181 -    ///arcs, which form the shortest path tree.
  13.182 +    ///arcs, which form the shortest path tree (forest).
  13.183      ///
  13.184      ///\pre Either \ref run(Node) "run()" or \ref init()
  13.185      ///must be called before using this function.
  13.186      const PredMap &predMap() const { return *_pred;}
  13.187  
  13.188 -    ///Checks if a node is reached from the root(s).
  13.189 +    ///Checks if the given node is reached from the root(s).
  13.190  
  13.191      ///Returns \c true if \c v is reached from the root(s).
  13.192      ///
  13.193 @@ -895,9 +902,9 @@
  13.194      bool processed(Node v) const { return (*_heap_cross_ref)[v] ==
  13.195                                            Heap::POST_HEAP; }
  13.196  
  13.197 -    ///The current distance of a node from the root(s).
  13.198 +    ///The current distance of the given node from the root(s).
  13.199  
  13.200 -    ///Returns the current distance of a node from the root(s).
  13.201 +    ///Returns the current distance of the given node from the root(s).
  13.202      ///It may be decreased in the following processes.
  13.203      ///
  13.204      ///\pre Either \ref run(Node) "run()" or \ref init()
  13.205 @@ -924,9 +931,9 @@
  13.206      ///The type of the map that stores the arc lengths.
  13.207  
  13.208      ///The type of the map that stores the arc lengths.
  13.209 -    ///It must meet the \ref concepts::ReadMap "ReadMap" concept.
  13.210 +    ///It must conform to the \ref concepts::ReadMap "ReadMap" concept.
  13.211      typedef LEN LengthMap;
  13.212 -    ///The type of the length of the arcs.
  13.213 +    ///The type of the arc lengths.
  13.214      typedef typename LEN::Value Value;
  13.215  
  13.216      /// Operation traits for Dijkstra algorithm.
  13.217 @@ -973,7 +980,7 @@
  13.218      ///
  13.219      ///The type of the map that stores the predecessor
  13.220      ///arcs of the shortest paths.
  13.221 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
  13.222 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
  13.223      typedef typename Digraph::template NodeMap<typename Digraph::Arc> PredMap;
  13.224      ///Instantiates a PredMap.
  13.225  
  13.226 @@ -988,7 +995,7 @@
  13.227      ///The type of the map that indicates which nodes are processed.
  13.228  
  13.229      ///The type of the map that indicates which nodes are processed.
  13.230 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
  13.231 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
  13.232      ///By default it is a NullMap.
  13.233      typedef NullMap<typename Digraph::Node,bool> ProcessedMap;
  13.234      ///Instantiates a ProcessedMap.
  13.235 @@ -1008,7 +1015,7 @@
  13.236      ///The type of the map that stores the distances of the nodes.
  13.237  
  13.238      ///The type of the map that stores the distances of the nodes.
  13.239 -    ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
  13.240 +    ///It must conform to the \ref concepts::WriteMap "WriteMap" concept.
  13.241      typedef typename Digraph::template NodeMap<typename LEN::Value> DistMap;
  13.242      ///Instantiates a DistMap.
  13.243  
  13.244 @@ -1023,18 +1030,15 @@
  13.245      ///The type of the shortest paths.
  13.246  
  13.247      ///The type of the shortest paths.
  13.248 -    ///It must meet the \ref concepts::Path "Path" concept.
  13.249 +    ///It must conform to the \ref concepts::Path "Path" concept.
  13.250      typedef lemon::Path<Digraph> Path;
  13.251    };
  13.252  
  13.253    /// Default traits class used by DijkstraWizard
  13.254  
  13.255 -  /// To make it easier to use Dijkstra algorithm
  13.256 -  /// we have created a wizard class.
  13.257 -  /// This \ref DijkstraWizard class needs default traits,
  13.258 -  /// as well as the \ref Dijkstra class.
  13.259 -  /// The \ref DijkstraWizardBase is a class to be the default traits of the
  13.260 -  /// \ref DijkstraWizard class.
  13.261 +  /// Default traits class used by DijkstraWizard.
  13.262 +  /// \tparam GR The type of the digraph.
  13.263 +  /// \tparam LEN The type of the length map.
  13.264    template<typename GR, typename LEN>
  13.265    class DijkstraWizardBase : public DijkstraWizardDefaultTraits<GR,LEN>
  13.266    {
  13.267 @@ -1093,7 +1097,6 @@
  13.268    {
  13.269      typedef TR Base;
  13.270  
  13.271 -    ///The type of the digraph the algorithm runs on.
  13.272      typedef typename TR::Digraph Digraph;
  13.273  
  13.274      typedef typename Digraph::Node Node;
  13.275 @@ -1101,20 +1104,12 @@
  13.276      typedef typename Digraph::Arc Arc;
  13.277      typedef typename Digraph::OutArcIt OutArcIt;
  13.278  
  13.279 -    ///The type of the map that stores the arc lengths.
  13.280      typedef typename TR::LengthMap LengthMap;
  13.281 -    ///The type of the length of the arcs.
  13.282      typedef typename LengthMap::Value Value;
  13.283 -    ///\brief The type of the map that stores the predecessor
  13.284 -    ///arcs of the shortest paths.
  13.285      typedef typename TR::PredMap PredMap;
  13.286 -    ///The type of the map that stores the distances of the nodes.
  13.287      typedef typename TR::DistMap DistMap;
  13.288 -    ///The type of the map that indicates which nodes are processed.
  13.289      typedef typename TR::ProcessedMap ProcessedMap;
  13.290 -    ///The type of the shortest paths
  13.291      typedef typename TR::Path Path;
  13.292 -    ///The heap type used by the dijkstra algorithm.
  13.293      typedef typename TR::Heap Heap;
  13.294  
  13.295    public:
  13.296 @@ -1186,11 +1181,12 @@
  13.297        static PredMap *createPredMap(const Digraph &) { return 0; };
  13.298        SetPredMapBase(const TR &b) : TR(b) {}
  13.299      };
  13.300 -    ///\brief \ref named-func-param "Named parameter"
  13.301 -    ///for setting PredMap object.
  13.302 +
  13.303 +    ///\brief \ref named-templ-param "Named parameter" for setting
  13.304 +    ///the predecessor map.
  13.305      ///
  13.306 -    ///\ref named-func-param "Named parameter"
  13.307 -    ///for setting PredMap object.
  13.308 +    ///\ref named-templ-param "Named parameter" function for setting
  13.309 +    ///the map that stores the predecessor arcs of the nodes.
  13.310      template<class T>
  13.311      DijkstraWizard<SetPredMapBase<T> > predMap(const T &t)
  13.312      {
  13.313 @@ -1204,11 +1200,13 @@
  13.314        static DistMap *createDistMap(const Digraph &) { return 0; };
  13.315        SetDistMapBase(const TR &b) : TR(b) {}
  13.316      };
  13.317 -    ///\brief \ref named-func-param "Named parameter"
  13.318 -    ///for setting DistMap object.
  13.319 +
  13.320 +    ///\brief \ref named-templ-param "Named parameter" for setting
  13.321 +    ///the distance map.
  13.322      ///
  13.323 -    ///\ref named-func-param "Named parameter"
  13.324 -    ///for setting DistMap object.
  13.325 +    ///\ref named-templ-param "Named parameter" function for setting
  13.326 +    ///the map that stores the distances of the nodes calculated
  13.327 +    ///by the algorithm.
  13.328      template<class T>
  13.329      DijkstraWizard<SetDistMapBase<T> > distMap(const T &t)
  13.330      {
  13.331 @@ -1222,11 +1220,12 @@
  13.332        static ProcessedMap *createProcessedMap(const Digraph &) { return 0; };
  13.333        SetProcessedMapBase(const TR &b) : TR(b) {}
  13.334      };
  13.335 -    ///\brief \ref named-func-param "Named parameter"
  13.336 -    ///for setting ProcessedMap object.
  13.337 +
  13.338 +    ///\brief \ref named-func-param "Named parameter" for setting
  13.339 +    ///the processed map.
  13.340      ///
  13.341 -    /// \ref named-func-param "Named parameter"
  13.342 -    ///for setting ProcessedMap object.
  13.343 +    ///\ref named-templ-param "Named parameter" function for setting
  13.344 +    ///the map that indicates which nodes are processed.
  13.345      template<class T>
  13.346      DijkstraWizard<SetProcessedMapBase<T> > processedMap(const T &t)
  13.347      {
  13.348 @@ -1239,6 +1238,7 @@
  13.349        typedef T Path;
  13.350        SetPathBase(const TR &b) : TR(b) {}
  13.351      };
  13.352 +
  13.353      ///\brief \ref named-func-param "Named parameter"
  13.354      ///for getting the shortest path to the target node.
  13.355      ///
    14.1 --- a/lemon/dim2.h	Thu Aug 20 20:34:30 2009 +0200
    14.2 +++ b/lemon/dim2.h	Fri Sep 25 09:33:09 2009 +0200
    14.3 @@ -21,16 +21,9 @@
    14.4  
    14.5  #include <iostream>
    14.6  
    14.7 -///\ingroup misc
    14.8 +///\ingroup geomdat
    14.9  ///\file
   14.10  ///\brief A simple two dimensional vector and a bounding box implementation
   14.11 -///
   14.12 -/// The class \ref lemon::dim2::Point "dim2::Point" implements
   14.13 -/// a two dimensional vector with the usual operations.
   14.14 -///
   14.15 -/// The class \ref lemon::dim2::Box "dim2::Box" can be used to determine
   14.16 -/// the rectangular bounding box of a set of
   14.17 -/// \ref lemon::dim2::Point "dim2::Point"'s.
   14.18  
   14.19  namespace lemon {
   14.20  
   14.21 @@ -40,7 +33,7 @@
   14.22    ///tools for handling two dimensional coordinates
   14.23    namespace dim2 {
   14.24  
   14.25 -  /// \addtogroup misc
   14.26 +  /// \addtogroup geomdat
   14.27    /// @{
   14.28  
   14.29    /// Two dimensional vector (plain vector)
    15.1 --- a/lemon/fib_heap.h	Thu Aug 20 20:34:30 2009 +0200
    15.2 +++ b/lemon/fib_heap.h	Fri Sep 25 09:33:09 2009 +0200
    15.3 @@ -20,53 +20,49 @@
    15.4  #define LEMON_FIB_HEAP_H
    15.5  
    15.6  ///\file
    15.7 -///\ingroup auxdat
    15.8 -///\brief Fibonacci Heap implementation.
    15.9 +///\ingroup heaps
   15.10 +///\brief Fibonacci heap implementation.
   15.11  
   15.12  #include <vector>
   15.13 +#include <utility>
   15.14  #include <functional>
   15.15  #include <lemon/math.h>
   15.16  
   15.17  namespace lemon {
   15.18  
   15.19 -  /// \ingroup auxdat
   15.20 +  /// \ingroup heaps
   15.21    ///
   15.22 -  ///\brief Fibonacci Heap.
   15.23 +  /// \brief Fibonacci heap data structure.
   15.24    ///
   15.25 -  ///This class implements the \e Fibonacci \e heap data structure. A \e heap
   15.26 -  ///is a data structure for storing items with specified values called \e
   15.27 -  ///priorities in such a way that finding the item with minimum priority is
   15.28 -  ///efficient. \c CMP specifies the ordering of the priorities. In a heap
   15.29 -  ///one can change the priority of an item, add or erase an item, etc.
   15.30 +  /// This class implements the \e Fibonacci \e heap data structure.
   15.31 +  /// It fully conforms to the \ref concepts::Heap "heap concept".
   15.32    ///
   15.33 -  ///The methods \ref increase and \ref erase are not efficient in a Fibonacci
   15.34 -  ///heap. In case of many calls to these operations, it is better to use a
   15.35 -  ///\ref BinHeap "binary heap".
   15.36 +  /// The methods \ref increase() and \ref erase() are not efficient in a
   15.37 +  /// Fibonacci heap. In case of many calls of these operations, it is
   15.38 +  /// better to use other heap structure, e.g. \ref BinHeap "binary heap".
   15.39    ///
   15.40 -  ///\param PRIO Type of the priority of the items.
   15.41 -  ///\param IM A read and writable Item int map, used internally
   15.42 -  ///to handle the cross references.
   15.43 -  ///\param CMP A class for the ordering of the priorities. The
   15.44 -  ///default is \c std::less<PRIO>.
   15.45 -  ///
   15.46 -  ///\sa BinHeap
   15.47 -  ///\sa Dijkstra
   15.48 +  /// \tparam PR Type of the priorities of the items.
   15.49 +  /// \tparam IM A read-writable item map with \c int values, used
   15.50 +  /// internally to handle the cross references.
   15.51 +  /// \tparam CMP A functor class for comparing the priorities.
   15.52 +  /// The default is \c std::less<PR>.
   15.53  #ifdef DOXYGEN
   15.54 -  template <typename PRIO, typename IM, typename CMP>
   15.55 +  template <typename PR, typename IM, typename CMP>
   15.56  #else
   15.57 -  template <typename PRIO, typename IM, typename CMP = std::less<PRIO> >
   15.58 +  template <typename PR, typename IM, typename CMP = std::less<PR> >
   15.59  #endif
   15.60    class FibHeap {
   15.61    public:
   15.62 -    ///\e
   15.63 +
   15.64 +    /// Type of the item-int map.
   15.65      typedef IM ItemIntMap;
   15.66 -    ///\e
   15.67 -    typedef PRIO Prio;
   15.68 -    ///\e
   15.69 +    /// Type of the priorities.
   15.70 +    typedef PR Prio;
   15.71 +    /// Type of the items stored in the heap.
   15.72      typedef typename ItemIntMap::Key Item;
   15.73 -    ///\e
   15.74 +    /// Type of the item-priority pairs.
   15.75      typedef std::pair<Item,Prio> Pair;
   15.76 -    ///\e
   15.77 +    /// Functor type for comparing the priorities.
   15.78      typedef CMP Compare;
   15.79  
   15.80    private:
   15.81 @@ -80,10 +76,10 @@
   15.82  
   15.83    public:
   15.84  
   15.85 -    /// \brief Type to represent the items states.
   15.86 +    /// \brief Type to represent the states of the items.
   15.87      ///
   15.88 -    /// Each Item element have a state associated to it. It may be "in heap",
   15.89 -    /// "pre heap" or "post heap". The latter two are indifferent from the
   15.90 +    /// Each item has a state associated to it. It can be "in heap",
   15.91 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
   15.92      /// heap's point of view, but may be useful to the user.
   15.93      ///
   15.94      /// The item-int map must be initialized in such way that it assigns
   15.95 @@ -94,60 +90,54 @@
   15.96        POST_HEAP = -2  ///< = -2.
   15.97      };
   15.98  
   15.99 -    /// \brief The constructor
  15.100 +    /// \brief Constructor.
  15.101      ///
  15.102 -    /// \c map should be given to the constructor, since it is
  15.103 -    ///   used internally to handle the cross references.
  15.104 +    /// Constructor.
  15.105 +    /// \param map A map that assigns \c int values to the items.
  15.106 +    /// It is used internally to handle the cross references.
  15.107 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
  15.108      explicit FibHeap(ItemIntMap &map)
  15.109        : _minimum(0), _iim(map), _num() {}
  15.110  
  15.111 -    /// \brief The constructor
  15.112 +    /// \brief Constructor.
  15.113      ///
  15.114 -    /// \c map should be given to the constructor, since it is used
  15.115 -    /// internally to handle the cross references. \c comp is an
  15.116 -    /// object for ordering of the priorities.
  15.117 +    /// Constructor.
  15.118 +    /// \param map A map that assigns \c int values to the items.
  15.119 +    /// It is used internally to handle the cross references.
  15.120 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
  15.121 +    /// \param comp The function object used for comparing the priorities.
  15.122      FibHeap(ItemIntMap &map, const Compare &comp)
  15.123        : _minimum(0), _iim(map), _comp(comp), _num() {}
  15.124  
  15.125      /// \brief The number of items stored in the heap.
  15.126      ///
  15.127 -    /// Returns the number of items stored in the heap.
  15.128 +    /// This function returns the number of items stored in the heap.
  15.129      int size() const { return _num; }
  15.130  
  15.131 -    /// \brief Checks if the heap stores no items.
  15.132 +    /// \brief Check if the heap is empty.
  15.133      ///
  15.134 -    ///   Returns \c true if and only if the heap stores no items.
  15.135 +    /// This function returns \c true if the heap is empty.
  15.136      bool empty() const { return _num==0; }
  15.137  
  15.138 -    /// \brief Make empty this heap.
  15.139 +    /// \brief Make the heap empty.
  15.140      ///
  15.141 -    /// Make empty this heap. It does not change the cross reference
  15.142 -    /// map.  If you want to reuse a heap what is not surely empty you
  15.143 -    /// should first clear the heap and after that you should set the
  15.144 -    /// cross reference map for each item to \c PRE_HEAP.
  15.145 +    /// This functon makes the heap empty.
  15.146 +    /// It does not change the cross reference map. If you want to reuse
  15.147 +    /// a heap that is not surely empty, you should first clear it and
  15.148 +    /// then you should set the cross reference map to \c PRE_HEAP
  15.149 +    /// for each item.
  15.150      void clear() {
  15.151        _data.clear(); _minimum = 0; _num = 0;
  15.152      }
  15.153  
  15.154 -    /// \brief \c item gets to the heap with priority \c value independently
  15.155 -    /// if \c item was already there.
  15.156 +    /// \brief Insert an item into the heap with the given priority.
  15.157      ///
  15.158 -    /// This method calls \ref push(\c item, \c value) if \c item is not
  15.159 -    /// stored in the heap and it calls \ref decrease(\c item, \c value) or
  15.160 -    /// \ref increase(\c item, \c value) otherwise.
  15.161 -    void set (const Item& item, const Prio& value) {
  15.162 -      int i=_iim[item];
  15.163 -      if ( i >= 0 && _data[i].in ) {
  15.164 -        if ( _comp(value, _data[i].prio) ) decrease(item, value);
  15.165 -        if ( _comp(_data[i].prio, value) ) increase(item, value);
  15.166 -      } else push(item, value);
  15.167 -    }
  15.168 -
  15.169 -    /// \brief Adds \c item to the heap with priority \c value.
  15.170 -    ///
  15.171 -    /// Adds \c item to the heap with priority \c value.
  15.172 -    /// \pre \c item must not be stored in the heap.
  15.173 -    void push (const Item& item, const Prio& value) {
  15.174 +    /// This function inserts the given item into the heap with the
  15.175 +    /// given priority.
  15.176 +    /// \param item The item to insert.
  15.177 +    /// \param prio The priority of the item.
  15.178 +    /// \pre \e item must not be stored in the heap.
  15.179 +    void push (const Item& item, const Prio& prio) {
  15.180        int i=_iim[item];
  15.181        if ( i < 0 ) {
  15.182          int s=_data.size();
  15.183 @@ -168,47 +158,37 @@
  15.184          _data[i].right_neighbor=_data[_minimum].right_neighbor;
  15.185          _data[_minimum].right_neighbor=i;
  15.186          _data[i].left_neighbor=_minimum;
  15.187 -        if ( _comp( value, _data[_minimum].prio) ) _minimum=i;
  15.188 +        if ( _comp( prio, _data[_minimum].prio) ) _minimum=i;
  15.189        } else {
  15.190          _data[i].right_neighbor=_data[i].left_neighbor=i;
  15.191          _minimum=i;
  15.192        }
  15.193 -      _data[i].prio=value;
  15.194 +      _data[i].prio=prio;
  15.195        ++_num;
  15.196      }
  15.197  
  15.198 -    /// \brief Returns the item with minimum priority relative to \c Compare.
  15.199 +    /// \brief Return the item having minimum priority.
  15.200      ///
  15.201 -    /// This method returns the item with minimum priority relative to \c
  15.202 -    /// Compare.
  15.203 -    /// \pre The heap must be nonempty.
  15.204 +    /// This function returns the item having minimum priority.
  15.205 +    /// \pre The heap must be non-empty.
  15.206      Item top() const { return _data[_minimum].name; }
  15.207  
  15.208 -    /// \brief Returns the minimum priority relative to \c Compare.
  15.209 +    /// \brief The minimum priority.
  15.210      ///
  15.211 -    /// It returns the minimum priority relative to \c Compare.
  15.212 -    /// \pre The heap must be nonempty.
  15.213 -    const Prio& prio() const { return _data[_minimum].prio; }
  15.214 +    /// This function returns the minimum priority.
  15.215 +    /// \pre The heap must be non-empty.
  15.216 +    Prio prio() const { return _data[_minimum].prio; }
  15.217  
  15.218 -    /// \brief Returns the priority of \c item.
  15.219 +    /// \brief Remove the item having minimum priority.
  15.220      ///
  15.221 -    /// It returns the priority of \c item.
  15.222 -    /// \pre \c item must be in the heap.
  15.223 -    const Prio& operator[](const Item& item) const {
  15.224 -      return _data[_iim[item]].prio;
  15.225 -    }
  15.226 -
  15.227 -    /// \brief Deletes the item with minimum priority relative to \c Compare.
  15.228 -    ///
  15.229 -    /// This method deletes the item with minimum priority relative to \c
  15.230 -    /// Compare from the heap.
  15.231 +    /// This function removes the item having minimum priority.
  15.232      /// \pre The heap must be non-empty.
  15.233      void pop() {
  15.234        /*The first case is that there are only one root.*/
  15.235        if ( _data[_minimum].left_neighbor==_minimum ) {
  15.236          _data[_minimum].in=false;
  15.237          if ( _data[_minimum].degree!=0 ) {
  15.238 -          makeroot(_data[_minimum].child);
  15.239 +          makeRoot(_data[_minimum].child);
  15.240            _minimum=_data[_minimum].child;
  15.241            balance();
  15.242          }
  15.243 @@ -221,7 +201,7 @@
  15.244            int child=_data[_minimum].child;
  15.245            int last_child=_data[child].left_neighbor;
  15.246  
  15.247 -          makeroot(child);
  15.248 +          makeRoot(child);
  15.249  
  15.250            _data[left].right_neighbor=child;
  15.251            _data[child].left_neighbor=left;
  15.252 @@ -234,10 +214,12 @@
  15.253        --_num;
  15.254      }
  15.255  
  15.256 -    /// \brief Deletes \c item from the heap.
  15.257 +    /// \brief Remove the given item from the heap.
  15.258      ///
  15.259 -    /// This method deletes \c item from the heap, if \c item was already
  15.260 -    /// stored in the heap. It is quite inefficient in Fibonacci heaps.
  15.261 +    /// This function removes the given item from the heap if it is
  15.262 +    /// already stored.
  15.263 +    /// \param item The item to delete.
  15.264 +    /// \pre \e item must be in the heap.
  15.265      void erase (const Item& item) {
  15.266        int i=_iim[item];
  15.267  
  15.268 @@ -252,43 +234,68 @@
  15.269        }
  15.270      }
  15.271  
  15.272 -    /// \brief Decreases the priority of \c item to \c value.
  15.273 +    /// \brief The priority of the given item.
  15.274      ///
  15.275 -    /// This method decreases the priority of \c item to \c value.
  15.276 -    /// \pre \c item must be stored in the heap with priority at least \c
  15.277 -    ///   value relative to \c Compare.
  15.278 -    void decrease (Item item, const Prio& value) {
  15.279 +    /// This function returns the priority of the given item.
  15.280 +    /// \param item The item.
  15.281 +    /// \pre \e item must be in the heap.
  15.282 +    Prio operator[](const Item& item) const {
  15.283 +      return _data[_iim[item]].prio;
  15.284 +    }
  15.285 +
  15.286 +    /// \brief Set the priority of an item or insert it, if it is
  15.287 +    /// not stored in the heap.
  15.288 +    ///
  15.289 +    /// This method sets the priority of the given item if it is
  15.290 +    /// already stored in the heap. Otherwise it inserts the given
  15.291 +    /// item into the heap with the given priority.
  15.292 +    /// \param item The item.
  15.293 +    /// \param prio The priority.
  15.294 +    void set (const Item& item, const Prio& prio) {
  15.295        int i=_iim[item];
  15.296 -      _data[i].prio=value;
  15.297 +      if ( i >= 0 && _data[i].in ) {
  15.298 +        if ( _comp(prio, _data[i].prio) ) decrease(item, prio);
  15.299 +        if ( _comp(_data[i].prio, prio) ) increase(item, prio);
  15.300 +      } else push(item, prio);
  15.301 +    }
  15.302 +
  15.303 +    /// \brief Decrease the priority of an item to the given value.
  15.304 +    ///
  15.305 +    /// This function decreases the priority of an item to the given value.
  15.306 +    /// \param item The item.
  15.307 +    /// \param prio The priority.
  15.308 +    /// \pre \e item must be stored in the heap with priority at least \e prio.
  15.309 +    void decrease (const Item& item, const Prio& prio) {
  15.310 +      int i=_iim[item];
  15.311 +      _data[i].prio=prio;
  15.312        int p=_data[i].parent;
  15.313  
  15.314 -      if ( p!=-1 && _comp(value, _data[p].prio) ) {
  15.315 +      if ( p!=-1 && _comp(prio, _data[p].prio) ) {
  15.316          cut(i,p);
  15.317          cascade(p);
  15.318        }
  15.319 -      if ( _comp(value, _data[_minimum].prio) ) _minimum=i;
  15.320 +      if ( _comp(prio, _data[_minimum].prio) ) _minimum=i;
  15.321      }
  15.322  
  15.323 -    /// \brief Increases the priority of \c item to \c value.
  15.324 +    /// \brief Increase the priority of an item to the given value.
  15.325      ///
  15.326 -    /// This method sets the priority of \c item to \c value. Though
  15.327 -    /// there is no precondition on the priority of \c item, this
  15.328 -    /// method should be used only if it is indeed necessary to increase
  15.329 -    /// (relative to \c Compare) the priority of \c item, because this
  15.330 -    /// method is inefficient.
  15.331 -    void increase (Item item, const Prio& value) {
  15.332 +    /// This function increases the priority of an item to the given value.
  15.333 +    /// \param item The item.
  15.334 +    /// \param prio The priority.
  15.335 +    /// \pre \e item must be stored in the heap with priority at most \e prio.
  15.336 +    void increase (const Item& item, const Prio& prio) {
  15.337        erase(item);
  15.338 -      push(item, value);
  15.339 +      push(item, prio);
  15.340      }
  15.341  
  15.342 -
  15.343 -    /// \brief Returns if \c item is in, has already been in, or has never
  15.344 -    /// been in the heap.
  15.345 +    /// \brief Return the state of an item.
  15.346      ///
  15.347 -    /// This method returns PRE_HEAP if \c item has never been in the
  15.348 -    /// heap, IN_HEAP if it is in the heap at the moment, and POST_HEAP
  15.349 -    /// otherwise. In the latter case it is possible that \c item will
  15.350 -    /// get back to the heap again.
  15.351 +    /// This method returns \c PRE_HEAP if the given item has never
  15.352 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
  15.353 +    /// and \c POST_HEAP otherwise.
  15.354 +    /// In the latter case it is possible that the item will get back
  15.355 +    /// to the heap again.
  15.356 +    /// \param item The item.
  15.357      State state(const Item &item) const {
  15.358        int i=_iim[item];
  15.359        if( i>=0 ) {
  15.360 @@ -298,11 +305,11 @@
  15.361        return State(i);
  15.362      }
  15.363  
  15.364 -    /// \brief Sets the state of the \c item in the heap.
  15.365 +    /// \brief Set the state of an item in the heap.
  15.366      ///
  15.367 -    /// Sets the state of the \c item in the heap. It can be used to
  15.368 -    /// manually clear the heap when it is important to achive the
  15.369 -    /// better time _complexity.
  15.370 +    /// This function sets the state of the given item in the heap.
  15.371 +    /// It can be used to manually clear the heap when it is important
  15.372 +    /// to achive better time complexity.
  15.373      /// \param i The item.
  15.374      /// \param st The state. It should not be \c IN_HEAP.
  15.375      void state(const Item& i, State st) {
  15.376 @@ -365,7 +372,7 @@
  15.377        } while ( s != m );
  15.378      }
  15.379  
  15.380 -    void makeroot(int c) {
  15.381 +    void makeRoot(int c) {
  15.382        int s=c;
  15.383        do {
  15.384          _data[s].parent=-1;
    16.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    16.2 +++ b/lemon/fourary_heap.h	Fri Sep 25 09:33:09 2009 +0200
    16.3 @@ -0,0 +1,342 @@
    16.4 +/* -*- mode: C++; indent-tabs-mode: nil; -*-
    16.5 + *
    16.6 + * This file is a part of LEMON, a generic C++ optimization library.
    16.7 + *
    16.8 + * Copyright (C) 2003-2009
    16.9 + * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
   16.10 + * (Egervary Research Group on Combinatorial Optimization, EGRES).
   16.11 + *
   16.12 + * Permission to use, modify and distribute this software is granted
   16.13 + * provided that this copyright notice appears in all copies. For
   16.14 + * precise terms see the accompanying LICENSE file.
   16.15 + *
   16.16 + * This software is provided "AS IS" with no warranty of any kind,
   16.17 + * express or implied, and with no claim as to its suitability for any
   16.18 + * purpose.
   16.19 + *
   16.20 + */
   16.21 +
   16.22 +#ifndef LEMON_FOURARY_HEAP_H
   16.23 +#define LEMON_FOURARY_HEAP_H
   16.24 +
   16.25 +///\ingroup heaps
   16.26 +///\file
   16.27 +///\brief Fourary heap implementation.
   16.28 +
   16.29 +#include <vector>
   16.30 +#include <utility>
   16.31 +#include <functional>
   16.32 +
   16.33 +namespace lemon {
   16.34 +
   16.35 +  /// \ingroup heaps
   16.36 +  ///
   16.37 +  ///\brief Fourary heap data structure.
   16.38 +  ///
   16.39 +  /// This class implements the \e fourary \e heap data structure.
   16.40 +  /// It fully conforms to the \ref concepts::Heap "heap concept".
   16.41 +  ///
   16.42 +  /// The fourary heap is a specialization of the \ref KaryHeap "K-ary heap"
   16.43 +  /// for <tt>K=4</tt>. It is similar to the \ref BinHeap "binary heap",
   16.44 +  /// but its nodes have at most four children, instead of two.
   16.45 +  ///
   16.46 +  /// \tparam PR Type of the priorities of the items.
   16.47 +  /// \tparam IM A read-writable item map with \c int values, used
   16.48 +  /// internally to handle the cross references.
   16.49 +  /// \tparam CMP A functor class for comparing the priorities.
   16.50 +  /// The default is \c std::less<PR>.
   16.51 +  ///
   16.52 +  ///\sa BinHeap
   16.53 +  ///\sa KaryHeap
   16.54 +#ifdef DOXYGEN
   16.55 +  template <typename PR, typename IM, typename CMP>
   16.56 +#else
   16.57 +  template <typename PR, typename IM, typename CMP = std::less<PR> >
   16.58 +#endif
   16.59 +  class FouraryHeap {
   16.60 +  public:
   16.61 +    /// Type of the item-int map.
   16.62 +    typedef IM ItemIntMap;
   16.63 +    /// Type of the priorities.
   16.64 +    typedef PR Prio;
   16.65 +    /// Type of the items stored in the heap.
   16.66 +    typedef typename ItemIntMap::Key Item;
   16.67 +    /// Type of the item-priority pairs.
   16.68 +    typedef std::pair<Item,Prio> Pair;
   16.69 +    /// Functor type for comparing the priorities.
   16.70 +    typedef CMP Compare;
   16.71 +
   16.72 +    /// \brief Type to represent the states of the items.
   16.73 +    ///
   16.74 +    /// Each item has a state associated to it. It can be "in heap",
   16.75 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
   16.76 +    /// heap's point of view, but may be useful to the user.
   16.77 +    ///
   16.78 +    /// The item-int map must be initialized in such way that it assigns
   16.79 +    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
   16.80 +    enum State {
   16.81 +      IN_HEAP = 0,    ///< = 0.
   16.82 +      PRE_HEAP = -1,  ///< = -1.
   16.83 +      POST_HEAP = -2  ///< = -2.
   16.84 +    };
   16.85 +
   16.86 +  private:
   16.87 +    std::vector<Pair> _data;
   16.88 +    Compare _comp;
   16.89 +    ItemIntMap &_iim;
   16.90 +
   16.91 +  public:
   16.92 +    /// \brief Constructor.
   16.93 +    ///
   16.94 +    /// Constructor.
   16.95 +    /// \param map A map that assigns \c int values to the items.
   16.96 +    /// It is used internally to handle the cross references.
   16.97 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
   16.98 +    explicit FouraryHeap(ItemIntMap &map) : _iim(map) {}
   16.99 +
  16.100 +    /// \brief Constructor.
  16.101 +    ///
  16.102 +    /// Constructor.
  16.103 +    /// \param map A map that assigns \c int values to the items.
  16.104 +    /// It is used internally to handle the cross references.
  16.105 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
  16.106 +    /// \param comp The function object used for comparing the priorities.
  16.107 +    FouraryHeap(ItemIntMap &map, const Compare &comp)
  16.108 +      : _iim(map), _comp(comp) {}
  16.109 +
  16.110 +    /// \brief The number of items stored in the heap.
  16.111 +    ///
  16.112 +    /// This function returns the number of items stored in the heap.
  16.113 +    int size() const { return _data.size(); }
  16.114 +
  16.115 +    /// \brief Check if the heap is empty.
  16.116 +    ///
  16.117 +    /// This function returns \c true if the heap is empty.
  16.118 +    bool empty() const { return _data.empty(); }
  16.119 +
  16.120 +    /// \brief Make the heap empty.
  16.121 +    ///
  16.122 +    /// This functon makes the heap empty.
  16.123 +    /// It does not change the cross reference map. If you want to reuse
  16.124 +    /// a heap that is not surely empty, you should first clear it and
  16.125 +    /// then you should set the cross reference map to \c PRE_HEAP
  16.126 +    /// for each item.
  16.127 +    void clear() { _data.clear(); }
  16.128 +
  16.129 +  private:
  16.130 +    static int parent(int i) { return (i-1)/4; }
  16.131 +    static int firstChild(int i) { return 4*i+1; }
  16.132 +
  16.133 +    bool less(const Pair &p1, const Pair &p2) const {
  16.134 +      return _comp(p1.second, p2.second);
  16.135 +    }
  16.136 +
  16.137 +    void bubbleUp(int hole, Pair p) {
  16.138 +      int par = parent(hole);
  16.139 +      while( hole>0 && less(p,_data[par]) ) {
  16.140 +        move(_data[par],hole);
  16.141 +        hole = par;
  16.142 +        par = parent(hole);
  16.143 +      }
  16.144 +      move(p, hole);
  16.145 +    }
  16.146 +
  16.147 +    void bubbleDown(int hole, Pair p, int length) {
  16.148 +      if( length>1 ) {
  16.149 +        int child = firstChild(hole);
  16.150 +        while( child+3<length ) {
  16.151 +          int min=child;
  16.152 +          if( less(_data[++child], _data[min]) ) min=child;
  16.153 +          if( less(_data[++child], _data[min]) ) min=child;
  16.154 +          if( less(_data[++child], _data[min]) ) min=child;
  16.155 +          if( !less(_data[min], p) )
  16.156 +            goto ok;
  16.157 +          move(_data[min], hole);
  16.158 +          hole = min;
  16.159 +          child = firstChild(hole);
  16.160 +        }
  16.161 +        if ( child<length ) {
  16.162 +          int min = child;
  16.163 +          if( ++child<length && less(_data[child], _data[min]) ) min=child;
  16.164 +          if( ++child<length && less(_data[child], _data[min]) ) min=child;
  16.165 +          if( less(_data[min], p) ) {
  16.166 +            move(_data[min], hole);
  16.167 +            hole = min;
  16.168 +          }
  16.169 +        }
  16.170 +      }
  16.171 +    ok:
  16.172 +      move(p, hole);
  16.173 +    }
  16.174 +
  16.175 +    void move(const Pair &p, int i) {
  16.176 +      _data[i] = p;
  16.177 +      _iim.set(p.first, i);
  16.178 +    }
  16.179 +
  16.180 +  public:
  16.181 +    /// \brief Insert a pair of item and priority into the heap.
  16.182 +    ///
  16.183 +    /// This function inserts \c p.first to the heap with priority
  16.184 +    /// \c p.second.
  16.185 +    /// \param p The pair to insert.
  16.186 +    /// \pre \c p.first must not be stored in the heap.
  16.187 +    void push(const Pair &p) {
  16.188 +      int n = _data.size();
  16.189 +      _data.resize(n+1);
  16.190 +      bubbleUp(n, p);
  16.191 +    }
  16.192 +
  16.193 +    /// \brief Insert an item into the heap with the given priority.
  16.194 +    ///
  16.195 +    /// This function inserts the given item into the heap with the
  16.196 +    /// given priority.
  16.197 +    /// \param i The item to insert.
  16.198 +    /// \param p The priority of the item.
  16.199 +    /// \pre \e i must not be stored in the heap.
  16.200 +    void push(const Item &i, const Prio &p) { push(Pair(i,p)); }
  16.201 +
  16.202 +    /// \brief Return the item having minimum priority.
  16.203 +    ///
  16.204 +    /// This function returns the item having minimum priority.
  16.205 +    /// \pre The heap must be non-empty.
  16.206 +    Item top() const { return _data[0].first; }
  16.207 +
  16.208 +    /// \brief The minimum priority.
  16.209 +    ///
  16.210 +    /// This function returns the minimum priority.
  16.211 +    /// \pre The heap must be non-empty.
  16.212 +    Prio prio() const { return _data[0].second; }
  16.213 +
  16.214 +    /// \brief Remove the item having minimum priority.
  16.215 +    ///
  16.216 +    /// This function removes the item having minimum priority.
  16.217 +    /// \pre The heap must be non-empty.
  16.218 +    void pop() {
  16.219 +      int n = _data.size()-1;
  16.220 +      _iim.set(_data[0].first, POST_HEAP);
  16.221 +      if (n>0) bubbleDown(0, _data[n], n);
  16.222 +      _data.pop_back();
  16.223 +    }
  16.224 +
  16.225 +    /// \brief Remove the given item from the heap.
  16.226 +    ///
  16.227 +    /// This function removes the given item from the heap if it is
  16.228 +    /// already stored.
  16.229 +    /// \param i The item to delete.
  16.230 +    /// \pre \e i must be in the heap.
  16.231 +    void erase(const Item &i) {
  16.232 +      int h = _iim[i];
  16.233 +      int n = _data.size()-1;
  16.234 +      _iim.set(_data[h].first, POST_HEAP);
  16.235 +      if( h<n ) {
  16.236 +        if( less(_data[parent(h)], _data[n]) )
  16.237 +          bubbleDown(h, _data[n], n);
  16.238 +        else
  16.239 +          bubbleUp(h, _data[n]);
  16.240 +      }
  16.241 +      _data.pop_back();
  16.242 +    }
  16.243 +
  16.244 +    /// \brief The priority of the given item.
  16.245 +    ///
  16.246 +    /// This function returns the priority of the given item.
  16.247 +    /// \param i The item.
  16.248 +    /// \pre \e i must be in the heap.
  16.249 +    Prio operator[](const Item &i) const {
  16.250 +      int idx = _iim[i];
  16.251 +      return _data[idx].second;
  16.252 +    }
  16.253 +
  16.254 +    /// \brief Set the priority of an item or insert it, if it is
  16.255 +    /// not stored in the heap.
  16.256 +    ///
  16.257 +    /// This method sets the priority of the given item if it is
  16.258 +    /// already stored in the heap. Otherwise it inserts the given
  16.259 +    /// item into the heap with the given priority.
  16.260 +    /// \param i The item.
  16.261 +    /// \param p The priority.
  16.262 +    void set(const Item &i, const Prio &p) {
  16.263 +      int idx = _iim[i];
  16.264 +      if( idx < 0 )
  16.265 +        push(i,p);
  16.266 +      else if( _comp(p, _data[idx].second) )
  16.267 +        bubbleUp(idx, Pair(i,p));
  16.268 +      else
  16.269 +        bubbleDown(idx, Pair(i,p), _data.size());
  16.270 +    }
  16.271 +
  16.272 +    /// \brief Decrease the priority of an item to the given value.
  16.273 +    ///
  16.274 +    /// This function decreases the priority of an item to the given value.
  16.275 +    /// \param i The item.
  16.276 +    /// \param p The priority.
  16.277 +    /// \pre \e i must be stored in the heap with priority at least \e p.
  16.278 +    void decrease(const Item &i, const Prio &p) {
  16.279 +      int idx = _iim[i];
  16.280 +      bubbleUp(idx, Pair(i,p));
  16.281 +    }
  16.282 +
  16.283 +    /// \brief Increase the priority of an item to the given value.
  16.284 +    ///
  16.285 +    /// This function increases the priority of an item to the given value.
  16.286 +    /// \param i The item.
  16.287 +    /// \param p The priority.
  16.288 +    /// \pre \e i must be stored in the heap with priority at most \e p.
  16.289 +    void increase(const Item &i, const Prio &p) {
  16.290 +      int idx = _iim[i];
  16.291 +      bubbleDown(idx, Pair(i,p), _data.size());
  16.292 +    }
  16.293 +
  16.294 +    /// \brief Return the state of an item.
  16.295 +    ///
  16.296 +    /// This method returns \c PRE_HEAP if the given item has never
  16.297 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
  16.298 +    /// and \c POST_HEAP otherwise.
  16.299 +    /// In the latter case it is possible that the item will get back
  16.300 +    /// to the heap again.
  16.301 +    /// \param i The item.
  16.302 +    State state(const Item &i) const {
  16.303 +      int s = _iim[i];
  16.304 +      if (s>=0) s=0;
  16.305 +      return State(s);
  16.306 +    }
  16.307 +
  16.308 +    /// \brief Set the state of an item in the heap.
  16.309 +    ///
  16.310 +    /// This function sets the state of the given item in the heap.
  16.311 +    /// It can be used to manually clear the heap when it is important
  16.312 +    /// to achive better time complexity.
  16.313 +    /// \param i The item.
  16.314 +    /// \param st The state. It should not be \c IN_HEAP.
  16.315 +    void state(const Item& i, State st) {
  16.316 +      switch (st) {
  16.317 +        case POST_HEAP:
  16.318 +        case PRE_HEAP:
  16.319 +          if (state(i) == IN_HEAP) erase(i);
  16.320 +          _iim[i] = st;
  16.321 +          break;
  16.322 +        case IN_HEAP:
  16.323 +          break;
  16.324 +      }
  16.325 +    }
  16.326 +
  16.327 +    /// \brief Replace an item in the heap.
  16.328 +    ///
  16.329 +    /// This function replaces item \c i with item \c j.
  16.330 +    /// Item \c i must be in the heap, while \c j must be out of the heap.
  16.331 +    /// After calling this method, item \c i will be out of the
  16.332 +    /// heap and \c j will be in the heap with the same prioriority
  16.333 +    /// as item \c i had before.
  16.334 +    void replace(const Item& i, const Item& j) {
  16.335 +      int idx = _iim[i];
  16.336 +      _iim.set(i, _iim[j]);
  16.337 +      _iim.set(j, idx);
  16.338 +      _data[idx].first = j;
  16.339 +    }
  16.340 +
  16.341 +  }; // class FouraryHeap
  16.342 +
  16.343 +} // namespace lemon
  16.344 +
  16.345 +#endif // LEMON_FOURARY_HEAP_H
    17.1 --- a/lemon/gomory_hu.h	Thu Aug 20 20:34:30 2009 +0200
    17.2 +++ b/lemon/gomory_hu.h	Fri Sep 25 09:33:09 2009 +0200
    17.3 @@ -359,10 +359,10 @@
    17.4      /// This example counts the nodes in the minimum cut separating \c s from
    17.5      /// \c t.
    17.6      /// \code
    17.7 -    /// GomoruHu<Graph> gom(g, capacities);
    17.8 +    /// GomoryHu<Graph> gom(g, capacities);
    17.9      /// gom.run();
   17.10      /// int cnt=0;
   17.11 -    /// for(GomoruHu<Graph>::MinCutNodeIt n(gom,s,t); n!=INVALID; ++n) ++cnt;
   17.12 +    /// for(GomoryHu<Graph>::MinCutNodeIt n(gom,s,t); n!=INVALID; ++n) ++cnt;
   17.13      /// \endcode
   17.14      class MinCutNodeIt
   17.15      {
   17.16 @@ -456,10 +456,10 @@
   17.17      /// This example computes the value of the minimum cut separating \c s from
   17.18      /// \c t.
   17.19      /// \code
   17.20 -    /// GomoruHu<Graph> gom(g, capacities);
   17.21 +    /// GomoryHu<Graph> gom(g, capacities);
   17.22      /// gom.run();
   17.23      /// int value=0;
   17.24 -    /// for(GomoruHu<Graph>::MinCutEdgeIt e(gom,s,t); e!=INVALID; ++e)
   17.25 +    /// for(GomoryHu<Graph>::MinCutEdgeIt e(gom,s,t); e!=INVALID; ++e)
   17.26      ///   value+=capacities[e];
   17.27      /// \endcode
   17.28      /// The result will be the same as the value returned by
    18.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    18.2 +++ b/lemon/kary_heap.h	Fri Sep 25 09:33:09 2009 +0200
    18.3 @@ -0,0 +1,352 @@
    18.4 +/* -*- mode: C++; indent-tabs-mode: nil; -*-
    18.5 + *
    18.6 + * This file is a part of LEMON, a generic C++ optimization library.
    18.7 + *
    18.8 + * Copyright (C) 2003-2009
    18.9 + * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
   18.10 + * (Egervary Research Group on Combinatorial Optimization, EGRES).
   18.11 + *
   18.12 + * Permission to use, modify and distribute this software is granted
   18.13 + * provided that this copyright notice appears in all copies. For
   18.14 + * precise terms see the accompanying LICENSE file.
   18.15 + *
   18.16 + * This software is provided "AS IS" with no warranty of any kind,
   18.17 + * express or implied, and with no claim as to its suitability for any
   18.18 + * purpose.
   18.19 + *
   18.20 + */
   18.21 +
   18.22 +#ifndef LEMON_KARY_HEAP_H
   18.23 +#define LEMON_KARY_HEAP_H
   18.24 +
   18.25 +///\ingroup heaps
   18.26 +///\file
   18.27 +///\brief Fourary heap implementation.
   18.28 +
   18.29 +#include <vector>
   18.30 +#include <utility>
   18.31 +#include <functional>
   18.32 +
   18.33 +namespace lemon {
   18.34 +
   18.35 +  /// \ingroup heaps
   18.36 +  ///
   18.37 +  ///\brief K-ary heap data structure.
   18.38 +  ///
   18.39 +  /// This class implements the \e K-ary \e heap data structure.
   18.40 +  /// It fully conforms to the \ref concepts::Heap "heap concept".
   18.41 +  ///
   18.42 +  /// The \ref KaryHeap "K-ary heap" is a generalization of the
   18.43 +  /// \ref BinHeap "binary heap" structure, its nodes have at most
   18.44 +  /// \c K children, instead of two.
   18.45 +  /// \ref BinHeap and \ref FouraryHeap are specialized implementations
   18.46 +  /// of this structure for <tt>K=2</tt> and <tt>K=4</tt>, respectively.
   18.47 +  ///
   18.48 +  /// \tparam PR Type of the priorities of the items.
   18.49 +  /// \tparam IM A read-writable item map with \c int values, used
   18.50 +  /// internally to handle the cross references.
   18.51 +  /// \tparam K The degree of the heap, each node have at most \e K
   18.52 +  /// children. The default is 16. Powers of two are suggested to use
   18.53 +  /// so that the multiplications and divisions needed to traverse the
   18.54 +  /// nodes of the heap could be performed faster.
   18.55 +  /// \tparam CMP A functor class for comparing the priorities.
   18.56 +  /// The default is \c std::less<PR>.
   18.57 +  ///
   18.58 +  ///\sa BinHeap
   18.59 +  ///\sa FouraryHeap
   18.60 +#ifdef DOXYGEN
   18.61 +  template <typename PR, typename IM, int K, typename CMP>
   18.62 +#else
   18.63 +  template <typename PR, typename IM, int K = 16,
   18.64 +            typename CMP = std::less<PR> >
   18.65 +#endif
   18.66 +  class KaryHeap {
   18.67 +  public:
   18.68 +    /// Type of the item-int map.
   18.69 +    typedef IM ItemIntMap;
   18.70 +    /// Type of the priorities.
   18.71 +    typedef PR Prio;
   18.72 +    /// Type of the items stored in the heap.
   18.73 +    typedef typename ItemIntMap::Key Item;
   18.74 +    /// Type of the item-priority pairs.
   18.75 +    typedef std::pair<Item,Prio> Pair;
   18.76 +    /// Functor type for comparing the priorities.
   18.77 +    typedef CMP Compare;
   18.78 +
   18.79 +    /// \brief Type to represent the states of the items.
   18.80 +    ///
   18.81 +    /// Each item has a state associated to it. It can be "in heap",
   18.82 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
   18.83 +    /// heap's point of view, but may be useful to the user.
   18.84 +    ///
   18.85 +    /// The item-int map must be initialized in such way that it assigns
   18.86 +    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
   18.87 +    enum State {
   18.88 +      IN_HEAP = 0,    ///< = 0.
   18.89 +      PRE_HEAP = -1,  ///< = -1.
   18.90 +      POST_HEAP = -2  ///< = -2.
   18.91 +    };
   18.92 +
   18.93 +  private:
   18.94 +    std::vector<Pair> _data;
   18.95 +    Compare _comp;
   18.96 +    ItemIntMap &_iim;
   18.97 +
   18.98 +  public:
   18.99 +    /// \brief Constructor.
  18.100 +    ///
  18.101 +    /// Constructor.
  18.102 +    /// \param map A map that assigns \c int values to the items.
  18.103 +    /// It is used internally to handle the cross references.
  18.104 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
  18.105 +    explicit KaryHeap(ItemIntMap &map) : _iim(map) {}
  18.106 +
  18.107 +    /// \brief Constructor.
  18.108 +    ///
  18.109 +    /// Constructor.
  18.110 +    /// \param map A map that assigns \c int values to the items.
  18.111 +    /// It is used internally to handle the cross references.
  18.112 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
  18.113 +    /// \param comp The function object used for comparing the priorities.
  18.114 +    KaryHeap(ItemIntMap &map, const Compare &comp)
  18.115 +      : _iim(map), _comp(comp) {}
  18.116 +
  18.117 +    /// \brief The number of items stored in the heap.
  18.118 +    ///
  18.119 +    /// This function returns the number of items stored in the heap.
  18.120 +    int size() const { return _data.size(); }
  18.121 +
  18.122 +    /// \brief Check if the heap is empty.
  18.123 +    ///
  18.124 +    /// This function returns \c true if the heap is empty.
  18.125 +    bool empty() const { return _data.empty(); }
  18.126 +
  18.127 +    /// \brief Make the heap empty.
  18.128 +    ///
  18.129 +    /// This functon makes the heap empty.
  18.130 +    /// It does not change the cross reference map. If you want to reuse
  18.131 +    /// a heap that is not surely empty, you should first clear it and
  18.132 +    /// then you should set the cross reference map to \c PRE_HEAP
  18.133 +    /// for each item.
  18.134 +    void clear() { _data.clear(); }
  18.135 +
  18.136 +  private:
  18.137 +    int parent(int i) { return (i-1)/K; }
  18.138 +    int firstChild(int i) { return K*i+1; }
  18.139 +
  18.140 +    bool less(const Pair &p1, const Pair &p2) const {
  18.141 +      return _comp(p1.second, p2.second);
  18.142 +    }
  18.143 +
  18.144 +    void bubbleUp(int hole, Pair p) {
  18.145 +      int par = parent(hole);
  18.146 +      while( hole>0 && less(p,_data[par]) ) {
  18.147 +        move(_data[par],hole);
  18.148 +        hole = par;
  18.149 +        par = parent(hole);
  18.150 +      }
  18.151 +      move(p, hole);
  18.152 +    }
  18.153 +
  18.154 +    void bubbleDown(int hole, Pair p, int length) {
  18.155 +      if( length>1 ) {
  18.156 +        int child = firstChild(hole);
  18.157 +        while( child+K<=length ) {
  18.158 +          int min=child;
  18.159 +          for (int i=1; i<K; ++i) {
  18.160 +            if( less(_data[child+i], _data[min]) )
  18.161 +              min=child+i;
  18.162 +          }
  18.163 +          if( !less(_data[min], p) )
  18.164 +            goto ok;
  18.165 +          move(_data[min], hole);
  18.166 +          hole = min;
  18.167 +          child = firstChild(hole);
  18.168 +        }
  18.169 +        if ( child<length ) {
  18.170 +          int min = child;
  18.171 +          while (++child < length) {
  18.172 +            if( less(_data[child], _data[min]) )
  18.173 +              min=child;
  18.174 +          }
  18.175 +          if( less(_data[min], p) ) {
  18.176 +            move(_data[min], hole);
  18.177 +            hole = min;
  18.178 +          }
  18.179 +        }
  18.180 +      }
  18.181 +    ok:
  18.182 +      move(p, hole);
  18.183 +    }
  18.184 +
  18.185 +    void move(const Pair &p, int i) {
  18.186 +      _data[i] = p;
  18.187 +      _iim.set(p.first, i);
  18.188 +    }
  18.189 +
  18.190 +  public:
  18.191 +    /// \brief Insert a pair of item and priority into the heap.
  18.192 +    ///
  18.193 +    /// This function inserts \c p.first to the heap with priority
  18.194 +    /// \c p.second.
  18.195 +    /// \param p The pair to insert.
  18.196 +    /// \pre \c p.first must not be stored in the heap.
  18.197 +    void push(const Pair &p) {
  18.198 +      int n = _data.size();
  18.199 +      _data.resize(n+1);
  18.200 +      bubbleUp(n, p);
  18.201 +    }
  18.202 +
  18.203 +    /// \brief Insert an item into the heap with the given priority.
  18.204 +    ///
  18.205 +    /// This function inserts the given item into the heap with the
  18.206 +    /// given priority.
  18.207 +    /// \param i The item to insert.
  18.208 +    /// \param p The priority of the item.
  18.209 +    /// \pre \e i must not be stored in the heap.
  18.210 +    void push(const Item &i, const Prio &p) { push(Pair(i,p)); }
  18.211 +
  18.212 +    /// \brief Return the item having minimum priority.
  18.213 +    ///
  18.214 +    /// This function returns the item having minimum priority.
  18.215 +    /// \pre The heap must be non-empty.
  18.216 +    Item top() const { return _data[0].first; }
  18.217 +
  18.218 +    /// \brief The minimum priority.
  18.219 +    ///
  18.220 +    /// This function returns the minimum priority.
  18.221 +    /// \pre The heap must be non-empty.
  18.222 +    Prio prio() const { return _data[0].second; }
  18.223 +
  18.224 +    /// \brief Remove the item having minimum priority.
  18.225 +    ///
  18.226 +    /// This function removes the item having minimum priority.
  18.227 +    /// \pre The heap must be non-empty.
  18.228 +    void pop() {
  18.229 +      int n = _data.size()-1;
  18.230 +      _iim.set(_data[0].first, POST_HEAP);
  18.231 +      if (n>0) bubbleDown(0, _data[n], n);
  18.232 +      _data.pop_back();
  18.233 +    }
  18.234 +
  18.235 +    /// \brief Remove the given item from the heap.
  18.236 +    ///
  18.237 +    /// This function removes the given item from the heap if it is
  18.238 +    /// already stored.
  18.239 +    /// \param i The item to delete.
  18.240 +    /// \pre \e i must be in the heap.
  18.241 +    void erase(const Item &i) {
  18.242 +      int h = _iim[i];
  18.243 +      int n = _data.size()-1;
  18.244 +      _iim.set(_data[h].first, POST_HEAP);
  18.245 +      if( h<n ) {
  18.246 +        if( less(_data[parent(h)], _data[n]) )
  18.247 +          bubbleDown(h, _data[n], n);
  18.248 +        else
  18.249 +          bubbleUp(h, _data[n]);
  18.250 +      }
  18.251 +      _data.pop_back();
  18.252 +    }
  18.253 +
  18.254 +    /// \brief The priority of the given item.
  18.255 +    ///
  18.256 +    /// This function returns the priority of the given item.
  18.257 +    /// \param i The item.
  18.258 +    /// \pre \e i must be in the heap.
  18.259 +    Prio operator[](const Item &i) const {
  18.260 +      int idx = _iim[i];
  18.261 +      return _data[idx].second;
  18.262 +    }
  18.263 +
  18.264 +    /// \brief Set the priority of an item or insert it, if it is
  18.265 +    /// not stored in the heap.
  18.266 +    ///
  18.267 +    /// This method sets the priority of the given item if it is
  18.268 +    /// already stored in the heap. Otherwise it inserts the given
  18.269 +    /// item into the heap with the given priority.
  18.270 +    /// \param i The item.
  18.271 +    /// \param p The priority.
  18.272 +    void set(const Item &i, const Prio &p) {
  18.273 +      int idx = _iim[i];
  18.274 +      if( idx<0 )
  18.275 +        push(i,p);
  18.276 +      else if( _comp(p, _data[idx].second) )
  18.277 +        bubbleUp(idx, Pair(i,p));
  18.278 +      else
  18.279 +        bubbleDown(idx, Pair(i,p), _data.size());
  18.280 +    }
  18.281 +
  18.282 +    /// \brief Decrease the priority of an item to the given value.
  18.283 +    ///
  18.284 +    /// This function decreases the priority of an item to the given value.
  18.285 +    /// \param i The item.
  18.286 +    /// \param p The priority.
  18.287 +    /// \pre \e i must be stored in the heap with priority at least \e p.
  18.288 +    void decrease(const Item &i, const Prio &p) {
  18.289 +      int idx = _iim[i];
  18.290 +      bubbleUp(idx, Pair(i,p));
  18.291 +    }
  18.292 +
  18.293 +    /// \brief Increase the priority of an item to the given value.
  18.294 +    ///
  18.295 +    /// This function increases the priority of an item to the given value.
  18.296 +    /// \param i The item.
  18.297 +    /// \param p The priority.
  18.298 +    /// \pre \e i must be stored in the heap with priority at most \e p.
  18.299 +    void increase(const Item &i, const Prio &p) {
  18.300 +      int idx = _iim[i];
  18.301 +      bubbleDown(idx, Pair(i,p), _data.size());
  18.302 +    }
  18.303 +
  18.304 +    /// \brief Return the state of an item.
  18.305 +    ///
  18.306 +    /// This method returns \c PRE_HEAP if the given item has never
  18.307 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
  18.308 +    /// and \c POST_HEAP otherwise.
  18.309 +    /// In the latter case it is possible that the item will get back
  18.310 +    /// to the heap again.
  18.311 +    /// \param i The item.
  18.312 +    State state(const Item &i) const {
  18.313 +      int s = _iim[i];
  18.314 +      if (s>=0) s=0;
  18.315 +      return State(s);
  18.316 +    }
  18.317 +
  18.318 +    /// \brief Set the state of an item in the heap.
  18.319 +    ///
  18.320 +    /// This function sets the state of the given item in the heap.
  18.321 +    /// It can be used to manually clear the heap when it is important
  18.322 +    /// to achive better time complexity.
  18.323 +    /// \param i The item.
  18.324 +    /// \param st The state. It should not be \c IN_HEAP.
  18.325 +    void state(const Item& i, State st) {
  18.326 +      switch (st) {
  18.327 +        case POST_HEAP:
  18.328 +        case PRE_HEAP:
  18.329 +          if (state(i) == IN_HEAP) erase(i);
  18.330 +          _iim[i] = st;
  18.331 +          break;
  18.332 +        case IN_HEAP:
  18.333 +          break;
  18.334 +      }
  18.335 +    }
  18.336 +
  18.337 +    /// \brief Replace an item in the heap.
  18.338 +    ///
  18.339 +    /// This function replaces item \c i with item \c j.
  18.340 +    /// Item \c i must be in the heap, while \c j must be out of the heap.
  18.341 +    /// After calling this method, item \c i will be out of the
  18.342 +    /// heap and \c j will be in the heap with the same prioriority
  18.343 +    /// as item \c i had before.
  18.344 +    void replace(const Item& i, const Item& j) {
  18.345 +      int idx=_iim[i];
  18.346 +      _iim.set(i, _iim[j]);
  18.347 +      _iim.set(j, idx);
  18.348 +      _data[idx].first=j;
  18.349 +    }
  18.350 +
  18.351 +  }; // class KaryHeap
  18.352 +
  18.353 +} // namespace lemon
  18.354 +
  18.355 +#endif // LEMON_KARY_HEAP_H
    19.1 --- a/lemon/maps.h	Thu Aug 20 20:34:30 2009 +0200
    19.2 +++ b/lemon/maps.h	Fri Sep 25 09:33:09 2009 +0200
    19.3 @@ -22,6 +22,7 @@
    19.4  #include <iterator>
    19.5  #include <functional>
    19.6  #include <vector>
    19.7 +#include <map>
    19.8  
    19.9  #include <lemon/core.h>
   19.10  
   19.11 @@ -29,8 +30,6 @@
   19.12  ///\ingroup maps
   19.13  ///\brief Miscellaneous property maps
   19.14  
   19.15 -#include <map>
   19.16 -
   19.17  namespace lemon {
   19.18  
   19.19    /// \addtogroup maps
   19.20 @@ -1790,11 +1789,11 @@
   19.21    /// order of Dfs algorithm, as the following examples show.
   19.22    /// \code
   19.23    ///   std::vector<Node> v;
   19.24 -  ///   dfs(g,s).processedMap(loggerBoolMap(std::back_inserter(v))).run();
   19.25 +  ///   dfs(g).processedMap(loggerBoolMap(std::back_inserter(v))).run(s);
   19.26    /// \endcode
   19.27    /// \code
   19.28    ///   std::vector<Node> v(countNodes(g));
   19.29 -  ///   dfs(g,s).processedMap(loggerBoolMap(v.begin())).run();
   19.30 +  ///   dfs(g).processedMap(loggerBoolMap(v.begin())).run(s);
   19.31    /// \endcode
   19.32    ///
   19.33    /// \note The container of the iterator must contain enough space
   19.34 @@ -1818,7 +1817,7 @@
   19.35    /// \brief Provides an immutable and unique id for each item in a graph.
   19.36    ///
   19.37    /// IdMap provides a unique and immutable id for each item of the
   19.38 -  /// same type (\c Node, \c Arc or \c Edge) in a graph. This id is 
   19.39 +  /// same type (\c Node, \c Arc or \c Edge) in a graph. This id is
   19.40    ///  - \b unique: different items get different ids,
   19.41    ///  - \b immutable: the id of an item does not change (even if you
   19.42    ///    delete other nodes).
   19.43 @@ -1902,13 +1901,14 @@
   19.44    /// \brief General cross reference graph map type.
   19.45  
   19.46    /// This class provides simple invertable graph maps.
   19.47 -  /// It wraps an arbitrary \ref concepts::ReadWriteMap "ReadWriteMap"
   19.48 -  /// and if a key is set to a new value then store it
   19.49 -  /// in the inverse map.
   19.50 -  ///
   19.51 +  /// It wraps a standard graph map (\c NodeMap, \c ArcMap or \c EdgeMap)
   19.52 +  /// and if a key is set to a new value, then stores it in the inverse map.
   19.53    /// The values of the map can be accessed
   19.54    /// with stl compatible forward iterator.
   19.55    ///
   19.56 +  /// This type is not reference map, so it cannot be modified with
   19.57 +  /// the subscript operator.
   19.58 +  ///
   19.59    /// \tparam GR The graph type.
   19.60    /// \tparam K The key type of the map (\c GR::Node, \c GR::Arc or
   19.61    /// \c GR::Edge).
   19.62 @@ -1923,7 +1923,7 @@
   19.63      typedef typename ItemSetTraits<GR, K>::
   19.64        template Map<V>::Type Map;
   19.65  
   19.66 -    typedef std::map<V, K> Container;
   19.67 +    typedef std::multimap<V, K> Container;
   19.68      Container _inv_map;
   19.69  
   19.70    public:
   19.71 @@ -1948,6 +1948,8 @@
   19.72      /// This iterator is an stl compatible forward
   19.73      /// iterator on the values of the map. The values can
   19.74      /// be accessed in the <tt>[beginValue, endValue)</tt> range.
   19.75 +    /// They are considered with multiplicity, so each value is
   19.76 +    /// traversed for each item it is assigned to.
   19.77      class ValueIterator
   19.78        : public std::iterator<std::forward_iterator_tag, Value> {
   19.79        friend class CrossRefMap;
   19.80 @@ -2000,11 +2002,15 @@
   19.81      /// Sets the value associated with the given key.
   19.82      void set(const Key& key, const Value& val) {
   19.83        Value oldval = Map::operator[](key);
   19.84 -      typename Container::iterator it = _inv_map.find(oldval);
   19.85 -      if (it != _inv_map.end() && it->second == key) {
   19.86 -        _inv_map.erase(it);
   19.87 +      typename Container::iterator it;
   19.88 +      for (it = _inv_map.equal_range(oldval).first;
   19.89 +           it != _inv_map.equal_range(oldval).second; ++it) {
   19.90 +        if (it->second == key) {
   19.91 +          _inv_map.erase(it);
   19.92 +          break;
   19.93 +        }
   19.94        }
   19.95 -      _inv_map.insert(make_pair(val, key));
   19.96 +      _inv_map.insert(std::make_pair(val, key));
   19.97        Map::set(key, val);
   19.98      }
   19.99  
  19.100 @@ -2016,11 +2022,14 @@
  19.101        return Map::operator[](key);
  19.102      }
  19.103  
  19.104 -    /// \brief Gives back the item by its value.
  19.105 +    /// \brief Gives back an item by its value.
  19.106      ///
  19.107 -    /// Gives back the item by its value.
  19.108 -    Key operator()(const Value& key) const {
  19.109 -      typename Container::const_iterator it = _inv_map.find(key);
  19.110 +    /// This function gives back an item that is assigned to
  19.111 +    /// the given value or \c INVALID if no such item exists.
  19.112 +    /// If there are more items with the same associated value,
  19.113 +    /// only one of them is returned.
  19.114 +    Key operator()(const Value& val) const {
  19.115 +      typename Container::const_iterator it = _inv_map.find(val);
  19.116        return it != _inv_map.end() ? it->second : INVALID;
  19.117      }
  19.118  
  19.119 @@ -2032,9 +2041,13 @@
  19.120      /// \c AlterationNotifier.
  19.121      virtual void erase(const Key& key) {
  19.122        Value val = Map::operator[](key);
  19.123 -      typename Container::iterator it = _inv_map.find(val);
  19.124 -      if (it != _inv_map.end() && it->second == key) {
  19.125 -        _inv_map.erase(it);
  19.126 +      typename Container::iterator it;
  19.127 +      for (it = _inv_map.equal_range(val).first;
  19.128 +           it != _inv_map.equal_range(val).second; ++it) {
  19.129 +        if (it->second == key) {
  19.130 +          _inv_map.erase(it);
  19.131 +          break;
  19.132 +        }
  19.133        }
  19.134        Map::erase(key);
  19.135      }
  19.136 @@ -2046,9 +2059,13 @@
  19.137      virtual void erase(const std::vector<Key>& keys) {
  19.138        for (int i = 0; i < int(keys.size()); ++i) {
  19.139          Value val = Map::operator[](keys[i]);
  19.140 -        typename Container::iterator it = _inv_map.find(val);
  19.141 -        if (it != _inv_map.end() && it->second == keys[i]) {
  19.142 -          _inv_map.erase(it);
  19.143 +        typename Container::iterator it;
  19.144 +        for (it = _inv_map.equal_range(val).first;
  19.145 +             it != _inv_map.equal_range(val).second; ++it) {
  19.146 +          if (it->second == keys[i]) {
  19.147 +            _inv_map.erase(it);
  19.148 +            break;
  19.149 +          }
  19.150          }
  19.151        }
  19.152        Map::erase(keys);
  19.153 @@ -2084,8 +2101,9 @@
  19.154  
  19.155        /// \brief Subscript operator.
  19.156        ///
  19.157 -      /// Subscript operator. It gives back the item
  19.158 -      /// that was last assigned to the given value.
  19.159 +      /// Subscript operator. It gives back an item
  19.160 +      /// that is assigned to the given value or \c INVALID
  19.161 +      /// if no such item exists.
  19.162        Value operator[](const Key& key) const {
  19.163          return _inverted(key);
  19.164        }
  19.165 @@ -2254,7 +2272,7 @@
  19.166      }
  19.167  
  19.168      /// \brief Gives back the item belonging to a \e RangeId
  19.169 -    /// 
  19.170 +    ///
  19.171      /// Gives back the item belonging to a \e RangeId.
  19.172      Item operator()(int id) const {
  19.173        return _inv_map[id];
  19.174 @@ -2311,6 +2329,903 @@
  19.175      }
  19.176    };
  19.177  
  19.178 +  /// \brief Dynamic iterable \c bool map.
  19.179 +  ///
  19.180 +  /// This class provides a special graph map type which can store a
  19.181 +  /// \c bool value for graph items (\c Node, \c Arc or \c Edge).
  19.182 +  /// For both \c true and \c false values it is possible to iterate on
  19.183 +  /// the keys.
  19.184 +  ///
  19.185 +  /// This type is a reference map, so it can be modified with the
  19.186 +  /// subscript operator.
  19.187 +  ///
  19.188 +  /// \tparam GR The graph type.
  19.189 +  /// \tparam K The key type of the map (\c GR::Node, \c GR::Arc or
  19.190 +  /// \c GR::Edge).
  19.191 +  ///
  19.192 +  /// \see IterableIntMap, IterableValueMap
  19.193 +  /// \see CrossRefMap
  19.194 +  template <typename GR, typename K>
  19.195 +  class IterableBoolMap
  19.196 +    : protected ItemSetTraits<GR, K>::template Map<int>::Type {
  19.197 +  private:
  19.198 +    typedef GR Graph;
  19.199 +
  19.200 +    typedef typename ItemSetTraits<GR, K>::ItemIt KeyIt;
  19.201 +    typedef typename ItemSetTraits<GR, K>::template Map<int>::Type Parent;
  19.202 +
  19.203 +    std::vector<K> _array;
  19.204 +    int _sep;
  19.205 +
  19.206 +  public:
  19.207 +
  19.208 +    /// Indicates that the map is reference map.
  19.209 +    typedef True ReferenceMapTag;
  19.210 +
  19.211 +    /// The key type
  19.212 +    typedef K Key;
  19.213 +    /// The value type
  19.214 +    typedef bool Value;
  19.215 +    /// The const reference type.
  19.216 +    typedef const Value& ConstReference;
  19.217 +
  19.218 +  private:
  19.219 +
  19.220 +    int position(const Key& key) const {
  19.221 +      return Parent::operator[](key);
  19.222 +    }
  19.223 +
  19.224 +  public:
  19.225 +
  19.226 +    /// \brief Reference to the value of the map.
  19.227 +    ///
  19.228 +    /// This class is similar to the \c bool type. It can be converted to
  19.229 +    /// \c bool and it provides the same operators.
  19.230 +    class Reference {
  19.231 +      friend class IterableBoolMap;
  19.232 +    private:
  19.233 +      Reference(IterableBoolMap& map, const Key& key)
  19.234 +        : _key(key), _map(map) {}
  19.235 +    public:
  19.236 +
  19.237 +      Reference& operator=(const Reference& value) {
  19.238 +        _map.set(_key, static_cast<bool>(value));
  19.239 +         return *this;
  19.240 +      }
  19.241 +
  19.242 +      operator bool() const {
  19.243 +        return static_cast<const IterableBoolMap&>(_map)[_key];
  19.244 +      }
  19.245 +
  19.246 +      Reference& operator=(bool value) {
  19.247 +        _map.set(_key, value);
  19.248 +        return *this;
  19.249 +      }
  19.250 +      Reference& operator&=(bool value) {
  19.251 +        _map.set(_key, _map[_key] & value);
  19.252 +        return *this;
  19.253 +      }
  19.254 +      Reference& operator|=(bool value) {
  19.255 +        _map.set(_key, _map[_key] | value);
  19.256 +        return *this;
  19.257 +      }
  19.258 +      Reference& operator^=(bool value) {
  19.259 +        _map.set(_key, _map[_key] ^ value);
  19.260 +        return *this;
  19.261 +      }
  19.262 +    private:
  19.263 +      Key _key;
  19.264 +      IterableBoolMap& _map;
  19.265 +    };
  19.266 +
  19.267 +    /// \brief Constructor of the map with a default value.
  19.268 +    ///
  19.269 +    /// Constructor of the map with a default value.
  19.270 +    explicit IterableBoolMap(const Graph& graph, bool def = false)
  19.271 +      : Parent(graph) {
  19.272 +      typename Parent::Notifier* nf = Parent::notifier();
  19.273 +      Key it;
  19.274 +      for (nf->first(it); it != INVALID; nf->next(it)) {
  19.275 +        Parent::set(it, _array.size());
  19.276 +        _array.push_back(it);
  19.277 +      }
  19.278 +      _sep = (def ? _array.size() : 0);
  19.279 +    }
  19.280 +
  19.281 +    /// \brief Const subscript operator of the map.
  19.282 +    ///
  19.283 +    /// Const subscript operator of the map.
  19.284 +    bool operator[](const Key& key) const {
  19.285 +      return position(key) < _sep;
  19.286 +    }
  19.287 +
  19.288 +    /// \brief Subscript operator of the map.
  19.289 +    ///
  19.290 +    /// Subscript operator of the map.
  19.291 +    Reference operator[](const Key& key) {
  19.292 +      return Reference(*this, key);
  19.293 +    }
  19.294 +
  19.295 +    /// \brief Set operation of the map.
  19.296 +    ///
  19.297 +    /// Set operation of the map.
  19.298 +    void set(const Key& key, bool value) {
  19.299 +      int pos = position(key);
  19.300 +      if (value) {
  19.301 +        if (pos < _sep) return;
  19.302 +        Key tmp = _array[_sep];
  19.303 +        _array[_sep] = key;
  19.304 +        Parent::set(key, _sep);
  19.305 +        _array[pos] = tmp;
  19.306 +        Parent::set(tmp, pos);
  19.307 +        ++_sep;
  19.308 +      } else {
  19.309 +        if (pos >= _sep) return;
  19.310 +        --_sep;
  19.311 +        Key tmp = _array[_sep];
  19.312 +        _array[_sep] = key;
  19.313 +        Parent::set(key, _sep);
  19.314 +        _array[pos] = tmp;
  19.315 +        Parent::set(tmp, pos);
  19.316 +      }
  19.317 +    }
  19.318 +
  19.319 +    /// \brief Set all items.
  19.320 +    ///
  19.321 +    /// Set all items in the map.
  19.322 +    /// \note Constant time operation.
  19.323 +    void setAll(bool value) {
  19.324 +      _sep = (value ? _array.size() : 0);
  19.325 +    }
  19.326 +
  19.327 +    /// \brief Returns the number of the keys mapped to \c true.
  19.328 +    ///
  19.329 +    /// Returns the number of the keys mapped to \c true.
  19.330 +    int trueNum() const {
  19.331 +      return _sep;
  19.332 +    }
  19.333 +
  19.334 +    /// \brief Returns the number of the keys mapped to \c false.
  19.335 +    ///
  19.336 +    /// Returns the number of the keys mapped to \c false.
  19.337 +    int falseNum() const {
  19.338 +      return _array.size() - _sep;
  19.339 +    }
  19.340 +
  19.341 +    /// \brief Iterator for the keys mapped to \c true.
  19.342 +    ///
  19.343 +    /// Iterator for the keys mapped to \c true. It works
  19.344 +    /// like a graph item iterator, it can be converted to
  19.345 +    /// the key type of the map, incremented with \c ++ operator, and
  19.346 +    /// if the iterator leaves the last valid key, it will be equal to
  19.347 +    /// \c INVALID.
  19.348 +    class TrueIt : public Key {
  19.349 +    public:
  19.350 +      typedef Key Parent;
  19.351 +
  19.352 +      /// \brief Creates an iterator.
  19.353 +      ///
  19.354 +      /// Creates an iterator. It iterates on the
  19.355 +      /// keys mapped to \c true.
  19.356 +      /// \param map The IterableBoolMap.
  19.357 +      explicit TrueIt(const IterableBoolMap& map)
  19.358 +        : Parent(map._sep > 0 ? map._array[map._sep - 1] : INVALID),
  19.359 +          _map(&map) {}
  19.360 +
  19.361 +      /// \brief Invalid constructor \& conversion.
  19.362 +      ///
  19.363 +      /// This constructor initializes the iterator to be invalid.
  19.364 +      /// \sa Invalid for more details.
  19.365 +      TrueIt(Invalid) : Parent(INVALID), _map(0) {}
  19.366 +
  19.367 +      /// \brief Increment operator.
  19.368 +      ///
  19.369 +      /// Increment operator.
  19.370 +      TrueIt& operator++() {
  19.371 +        int pos = _map->position(*this);
  19.372 +        Parent::operator=(pos > 0 ? _map->_array[pos - 1] : INVALID);
  19.373 +        return *this;
  19.374 +      }
  19.375 +
  19.376 +    private:
  19.377 +      const IterableBoolMap* _map;
  19.378 +    };
  19.379 +
  19.380 +    /// \brief Iterator for the keys mapped to \c false.
  19.381 +    ///
  19.382 +    /// Iterator for the keys mapped to \c false. It works
  19.383 +    /// like a graph item iterator, it can be converted to
  19.384 +    /// the key type of the map, incremented with \c ++ operator, and
  19.385 +    /// if the iterator leaves the last valid key, it will be equal to
  19.386 +    /// \c INVALID.
  19.387 +    class FalseIt : public Key {
  19.388 +    public:
  19.389 +      typedef Key Parent;
  19.390 +
  19.391 +      /// \brief Creates an iterator.
  19.392 +      ///
  19.393 +      /// Creates an iterator. It iterates on the
  19.394 +      /// keys mapped to \c false.
  19.395 +      /// \param map The IterableBoolMap.
  19.396 +      explicit FalseIt(const IterableBoolMap& map)
  19.397 +        : Parent(map._sep < int(map._array.size()) ?
  19.398 +                 map._array.back() : INVALID), _map(&map) {}
  19.399 +
  19.400 +      /// \brief Invalid constructor \& conversion.
  19.401 +      ///
  19.402 +      /// This constructor initializes the iterator to be invalid.
  19.403 +      /// \sa Invalid for more details.
  19.404 +      FalseIt(Invalid) : Parent(INVALID), _map(0) {}
  19.405 +
  19.406 +      /// \brief Increment operator.
  19.407 +      ///
  19.408 +      /// Increment operator.
  19.409 +      FalseIt& operator++() {
  19.410 +        int pos = _map->position(*this);
  19.411 +        Parent::operator=(pos > _map->_sep ? _map->_array[pos - 1] : INVALID);
  19.412 +        return *this;
  19.413 +      }
  19.414 +
  19.415 +    private:
  19.416 +      const IterableBoolMap* _map;
  19.417 +    };
  19.418 +
  19.419 +    /// \brief Iterator for the keys mapped to a given value.
  19.420 +    ///
  19.421 +    /// Iterator for the keys mapped to a given value. It works
  19.422 +    /// like a graph item iterator, it can be converted to
  19.423 +    /// the key type of the map, incremented with \c ++ operator, and
  19.424 +    /// if the iterator leaves the last valid key, it will be equal to
  19.425 +    /// \c INVALID.
  19.426 +    class ItemIt : public Key {
  19.427 +    public:
  19.428 +      typedef Key Parent;
  19.429 +
  19.430 +      /// \brief Creates an iterator with a value.
  19.431 +      ///
  19.432 +      /// Creates an iterator with a value. It iterates on the
  19.433 +      /// keys mapped to the given value.
  19.434 +      /// \param map The IterableBoolMap.
  19.435 +      /// \param value The value.
  19.436 +      ItemIt(const IterableBoolMap& map, bool value)
  19.437 +        : Parent(value ? 
  19.438 +                 (map._sep > 0 ?
  19.439 +                  map._array[map._sep - 1] : INVALID) :
  19.440 +                 (map._sep < int(map._array.size()) ?
  19.441 +                  map._array.back() : INVALID)), _map(&map) {}
  19.442 +
  19.443 +      /// \brief Invalid constructor \& conversion.
  19.444 +      ///
  19.445 +      /// This constructor initializes the iterator to be invalid.
  19.446 +      /// \sa Invalid for more details.
  19.447 +      ItemIt(Invalid) : Parent(INVALID), _map(0) {}
  19.448 +
  19.449 +      /// \brief Increment operator.
  19.450 +      ///
  19.451 +      /// Increment operator.
  19.452 +      ItemIt& operator++() {
  19.453 +        int pos = _map->position(*this);
  19.454 +        int _sep = pos >= _map->_sep ? _map->_sep : 0;
  19.455 +        Parent::operator=(pos > _sep ? _map->_array[pos - 1] : INVALID);
  19.456 +        return *this;
  19.457 +      }
  19.458 +
  19.459 +    private:
  19.460 +      const IterableBoolMap* _map;
  19.461 +    };
  19.462 +
  19.463 +  protected:
  19.464 +
  19.465 +    virtual void add(const Key& key) {
  19.466 +      Parent::add(key);
  19.467 +      Parent::set(key, _array.size());
  19.468 +      _array.push_back(key);
  19.469 +    }
  19.470 +
  19.471 +    virtual void add(const std::vector<Key>& keys) {
  19.472 +      Parent::add(keys);
  19.473 +      for (int i = 0; i < int(keys.size()); ++i) {
  19.474 +        Parent::set(keys[i], _array.size());
  19.475 +        _array.push_back(keys[i]);
  19.476 +      }
  19.477 +    }
  19.478 +
  19.479 +    virtual void erase(const Key& key) {
  19.480 +      int pos = position(key);
  19.481 +      if (pos < _sep) {
  19.482 +        --_sep;
  19.483 +        Parent::set(_array[_sep], pos);
  19.484 +        _array[pos] = _array[_sep];
  19.485 +        Parent::set(_array.back(), _sep);
  19.486 +        _array[_sep] = _array.back();
  19.487 +        _array.pop_back();
  19.488 +      } else {
  19.489 +        Parent::set(_array.back(), pos);
  19.490 +        _array[pos] = _array.back();
  19.491 +        _array.pop_back();
  19.492 +      }
  19.493 +      Parent::erase(key);
  19.494 +    }
  19.495 +
  19.496 +    virtual void erase(const std::vector<Key>& keys) {
  19.497 +      for (int i = 0; i < int(keys.size()); ++i) {
  19.498 +        int pos = position(keys[i]);
  19.499 +        if (pos < _sep) {
  19.500 +          --_sep;
  19.501 +          Parent::set(_array[_sep], pos);
  19.502 +          _array[pos] = _array[_sep];
  19.503 +          Parent::set(_array.back(), _sep);
  19.504 +          _array[_sep] = _array.back();
  19.505 +          _array.pop_back();
  19.506 +        } else {
  19.507 +          Parent::set(_array.back(), pos);
  19.508 +          _array[pos] = _array.back();
  19.509 +          _array.pop_back();
  19.510 +        }
  19.511 +      }
  19.512 +      Parent::erase(keys);
  19.513 +    }
  19.514 +
  19.515 +    virtual void build() {
  19.516 +      Parent::build();
  19.517 +      typename Parent::Notifier* nf = Parent::notifier();
  19.518 +      Key it;
  19.519 +      for (nf->first(it); it != INVALID; nf->next(it)) {
  19.520 +        Parent::set(it, _array.size());
  19.521 +        _array.push_back(it);
  19.522 +      }
  19.523 +      _sep = 0;
  19.524 +    }
  19.525 +
  19.526 +    virtual void clear() {
  19.527 +      _array.clear();
  19.528 +      _sep = 0;
  19.529 +      Parent::clear();
  19.530 +    }
  19.531 +
  19.532 +  };
  19.533 +
  19.534 +
  19.535 +  namespace _maps_bits {
  19.536 +    template <typename Item>
  19.537 +    struct IterableIntMapNode {
  19.538 +      IterableIntMapNode() : value(-1) {}
  19.539 +      IterableIntMapNode(int _value) : value(_value) {}
  19.540 +      Item prev, next;
  19.541 +      int value;
  19.542 +    };
  19.543 +  }
  19.544 +
  19.545 +  /// \brief Dynamic iterable integer map.
  19.546 +  ///
  19.547 +  /// This class provides a special graph map type which can store an
  19.548 +  /// integer value for graph items (\c Node, \c Arc or \c Edge).
  19.549 +  /// For each non-negative value it is possible to iterate on the keys
  19.550 +  /// mapped to the value.
  19.551 +  ///
  19.552 +  /// This type is a reference map, so it can be modified with the
  19.553 +  /// subscript operator.
  19.554 +  ///
  19.555 +  /// \note The size of the data structure depends on the largest
  19.556 +  /// value in the map.
  19.557 +  ///
  19.558 +  /// \tparam GR The graph type.
  19.559 +  /// \tparam K The key type of the map (\c GR::Node, \c GR::Arc or
  19.560 +  /// \c GR::Edge).
  19.561 +  ///
  19.562 +  /// \see IterableBoolMap, IterableValueMap
  19.563 +  /// \see CrossRefMap
  19.564 +  template <typename GR, typename K>
  19.565 +  class IterableIntMap
  19.566 +    : protected ItemSetTraits<GR, K>::
  19.567 +        template Map<_maps_bits::IterableIntMapNode<K> >::Type {
  19.568 +  public:
  19.569 +    typedef typename ItemSetTraits<GR, K>::
  19.570 +      template Map<_maps_bits::IterableIntMapNode<K> >::Type Parent;
  19.571 +
  19.572 +    /// The key type
  19.573 +    typedef K Key;
  19.574 +    /// The value type
  19.575 +    typedef int Value;
  19.576 +    /// The graph type
  19.577 +    typedef GR Graph;
  19.578 +
  19.579 +    /// \brief Constructor of the map.
  19.580 +    ///
  19.581 +    /// Constructor of the map. It sets all values to -1.
  19.582 +    explicit IterableIntMap(const Graph& graph)
  19.583 +      : Parent(graph) {}
  19.584 +
  19.585 +    /// \brief Constructor of the map with a given value.
  19.586 +    ///
  19.587 +    /// Constructor of the map with a given value.
  19.588 +    explicit IterableIntMap(const Graph& graph, int value)
  19.589 +      : Parent(graph, _maps_bits::IterableIntMapNode<K>(value)) {
  19.590 +      if (value >= 0) {
  19.591 +        for (typename Parent::ItemIt it(*this); it != INVALID; ++it) {
  19.592 +          lace(it);
  19.593 +        }
  19.594 +      }
  19.595 +    }
  19.596 +
  19.597 +  private:
  19.598 +
  19.599 +    void unlace(const Key& key) {
  19.600 +      typename Parent::Value& node = Parent::operator[](key);
  19.601 +      if (node.value < 0) return;
  19.602 +      if (node.prev != INVALID) {
  19.603 +        Parent::operator[](node.prev).next = node.next;
  19.604 +      } else {
  19.605 +        _first[node.value] = node.next;
  19.606 +      }
  19.607 +      if (node.next != INVALID) {
  19.608 +        Parent::operator[](node.next).prev = node.prev;
  19.609 +      }
  19.610 +      while (!_first.empty() && _first.back() == INVALID) {
  19.611 +        _first.pop_back();
  19.612 +      }
  19.613 +    }
  19.614 +
  19.615 +    void lace(const Key& key) {
  19.616 +      typename Parent::Value& node = Parent::operator[](key);
  19.617 +      if (node.value < 0) return;
  19.618 +      if (node.value >= int(_first.size())) {
  19.619 +        _first.resize(node.value + 1, INVALID);
  19.620 +      }
  19.621 +      node.prev = INVALID;
  19.622 +      node.next = _first[node.value];
  19.623 +      if (node.next != INVALID) {
  19.624 +        Parent::operator[](node.next).prev = key;
  19.625 +      }
  19.626 +      _first[node.value] = key;
  19.627 +    }
  19.628 +
  19.629 +  public:
  19.630 +
  19.631 +    /// Indicates that the map is reference map.
  19.632 +    typedef True ReferenceMapTag;
  19.633 +
  19.634 +    /// \brief Reference to the value of the map.
  19.635 +    ///
  19.636 +    /// This class is similar to the \c int type. It can
  19.637 +    /// be converted to \c int and it has the same operators.
  19.638 +    class Reference {
  19.639 +      friend class IterableIntMap;
  19.640 +    private:
  19.641 +      Reference(IterableIntMap& map, const Key& key)
  19.642 +        : _key(key), _map(map) {}
  19.643 +    public:
  19.644 +
  19.645 +      Reference& operator=(const Reference& value) {
  19.646 +        _map.set(_key, static_cast<const int&>(value));
  19.647 +         return *this;
  19.648 +      }
  19.649 +
  19.650 +      operator const int&() const {
  19.651 +        return static_cast<const IterableIntMap&>(_map)[_key];
  19.652 +      }
  19.653 +
  19.654 +      Reference& operator=(int value) {
  19.655 +        _map.set(_key, value);
  19.656 +        return *this;
  19.657 +      }
  19.658 +      Reference& operator++() {
  19.659 +        _map.set(_key, _map[_key] + 1);
  19.660 +        return *this;
  19.661 +      }
  19.662 +      int operator++(int) {
  19.663 +        int value = _map[_key];
  19.664 +        _map.set(_key, value + 1);
  19.665 +        return value;
  19.666 +      }
  19.667 +      Reference& operator--() {
  19.668 +        _map.set(_key, _map[_key] - 1);
  19.669 +        return *this;
  19.670 +      }
  19.671 +      int operator--(int) {
  19.672 +        int value = _map[_key];
  19.673 +        _map.set(_key, value - 1);
  19.674 +        return value;
  19.675 +      }
  19.676 +      Reference& operator+=(int value) {
  19.677 +        _map.set(_key, _map[_key] + value);
  19.678 +        return *this;
  19.679 +      }
  19.680 +      Reference& operator-=(int value) {
  19.681 +        _map.set(_key, _map[_key] - value);
  19.682 +        return *this;
  19.683 +      }
  19.684 +      Reference& operator*=(int value) {
  19.685 +        _map.set(_key, _map[_key] * value);
  19.686 +        return *this;
  19.687 +      }
  19.688 +      Reference& operator/=(int value) {
  19.689 +        _map.set(_key, _map[_key] / value);
  19.690 +        return *this;
  19.691 +      }
  19.692 +      Reference& operator%=(int value) {
  19.693 +        _map.set(_key, _map[_key] % value);
  19.694 +        return *this;
  19.695 +      }
  19.696 +      Reference& operator&=(int value) {
  19.697 +        _map.set(_key, _map[_key] & value);
  19.698 +        return *this;
  19.699 +      }
  19.700 +      Reference& operator|=(int value) {
  19.701 +        _map.set(_key, _map[_key] | value);
  19.702 +        return *this;
  19.703 +      }
  19.704 +      Reference& operator^=(int value) {
  19.705 +        _map.set(_key, _map[_key] ^ value);
  19.706 +        return *this;
  19.707 +      }
  19.708 +      Reference& operator<<=(int value) {
  19.709 +        _map.set(_key, _map[_key] << value);
  19.710 +        return *this;
  19.711 +      }
  19.712 +      Reference& operator>>=(int value) {
  19.713 +        _map.set(_key, _map[_key] >> value);
  19.714 +        return *this;
  19.715 +      }
  19.716 +
  19.717 +    private:
  19.718 +      Key _key;
  19.719 +      IterableIntMap& _map;
  19.720 +    };
  19.721 +
  19.722 +    /// The const reference type.
  19.723 +    typedef const Value& ConstReference;
  19.724 +
  19.725 +    /// \brief Gives back the maximal value plus one.
  19.726 +    ///
  19.727 +    /// Gives back the maximal value plus one.
  19.728 +    int size() const {
  19.729 +      return _first.size();
  19.730 +    }
  19.731 +
  19.732 +    /// \brief Set operation of the map.
  19.733 +    ///
  19.734 +    /// Set operation of the map.
  19.735 +    void set(const Key& key, const Value& value) {
  19.736 +      unlace(key);
  19.737 +      Parent::operator[](key).value = value;
  19.738 +      lace(key);
  19.739 +    }
  19.740 +
  19.741 +    /// \brief Const subscript operator of the map.
  19.742 +    ///
  19.743 +    /// Const subscript operator of the map.
  19.744 +    const Value& operator[](const Key& key) const {
  19.745 +      return Parent::operator[](key).value;
  19.746 +    }
  19.747 +
  19.748 +    /// \brief Subscript operator of the map.
  19.749 +    ///
  19.750 +    /// Subscript operator of the map.
  19.751 +    Reference operator[](const Key& key) {
  19.752 +      return Reference(*this, key);
  19.753 +    }
  19.754 +
  19.755 +    /// \brief Iterator for the keys with the same value.
  19.756 +    ///
  19.757 +    /// Iterator for the keys with the same value. It works
  19.758 +    /// like a graph item iterator, it can be converted to
  19.759 +    /// the item type of the map, incremented with \c ++ operator, and
  19.760 +    /// if the iterator leaves the last valid item, it will be equal to
  19.761 +    /// \c INVALID.
  19.762 +    class ItemIt : public Key {
  19.763 +    public:
  19.764 +      typedef Key Parent;
  19.765 +
  19.766 +      /// \brief Invalid constructor \& conversion.
  19.767 +      ///
  19.768 +      /// This constructor initializes the iterator to be invalid.
  19.769 +      /// \sa Invalid for more details.
  19.770 +      ItemIt(Invalid) : Parent(INVALID), _map(0) {}
  19.771 +
  19.772 +      /// \brief Creates an iterator with a value.
  19.773 +      ///
  19.774 +      /// Creates an iterator with a value. It iterates on the
  19.775 +      /// keys mapped to the given value.
  19.776 +      /// \param map The IterableIntMap.
  19.777 +      /// \param value The value.
  19.778 +      ItemIt(const IterableIntMap& map, int value) : _map(&map) {
  19.779 +        if (value < 0 || value >= int(_map->_first.size())) {
  19.780 +          Parent::operator=(INVALID);
  19.781 +        } else {
  19.782 +          Parent::operator=(_map->_first[value]);
  19.783 +        }
  19.784 +      }
  19.785 +
  19.786 +      /// \brief Increment operator.
  19.787 +      ///
  19.788 +      /// Increment operator.
  19.789 +      ItemIt& operator++() {
  19.790 +        Parent::operator=(_map->IterableIntMap::Parent::
  19.791 +                          operator[](static_cast<Parent&>(*this)).next);
  19.792 +        return *this;
  19.793 +      }
  19.794 +
  19.795 +    private:
  19.796 +      const IterableIntMap* _map;
  19.797 +    };
  19.798 +
  19.799 +  protected:
  19.800 +
  19.801 +    virtual void erase(const Key& key) {
  19.802 +      unlace(key);
  19.803 +      Parent::erase(key);
  19.804 +    }
  19.805 +
  19.806 +    virtual void erase(const std::vector<Key>& keys) {
  19.807 +      for (int i = 0; i < int(keys.size()); ++i) {
  19.808 +        unlace(keys[i]);
  19.809 +      }
  19.810 +      Parent::erase(keys);
  19.811 +    }
  19.812 +
  19.813 +    virtual void clear() {
  19.814 +      _first.clear();
  19.815 +      Parent::clear();
  19.816 +    }
  19.817 +
  19.818 +  private:
  19.819 +    std::vector<Key> _first;
  19.820 +  };
  19.821 +
  19.822 +  namespace _maps_bits {
  19.823 +    template <typename Item, typename Value>
  19.824 +    struct IterableValueMapNode {
  19.825 +      IterableValueMapNode(Value _value = Value()) : value(_value) {}
  19.826 +      Item prev, next;
  19.827 +      Value value;
  19.828 +    };
  19.829 +  }
  19.830 +
  19.831 +  /// \brief Dynamic iterable map for comparable values.
  19.832 +  ///
  19.833 +  /// This class provides a special graph map type which can store an
  19.834 +  /// comparable value for graph items (\c Node, \c Arc or \c Edge).
  19.835 +  /// For each value it is possible to iterate on the keys mapped to
  19.836 +  /// the value.
  19.837 +  ///
  19.838 +  /// The map stores for each value a linked list with
  19.839 +  /// the items which mapped to the value, and the values are stored
  19.840 +  /// in balanced binary tree. The values of the map can be accessed
  19.841 +  /// with stl compatible forward iterator.
  19.842 +  ///
  19.843 +  /// This type is not reference map, so it cannot be modified with
  19.844 +  /// the subscript operator.
  19.845 +  ///
  19.846 +  /// \tparam GR The graph type.
  19.847 +  /// \tparam K The key type of the map (\c GR::Node, \c GR::Arc or
  19.848 +  /// \c GR::Edge).
  19.849 +  /// \tparam V The value type of the map. It can be any comparable
  19.850 +  /// value type.
  19.851 +  ///
  19.852 +  /// \see IterableBoolMap, IterableIntMap
  19.853 +  /// \see CrossRefMap
  19.854 +  template <typename GR, typename K, typename V>
  19.855 +  class IterableValueMap
  19.856 +    : protected ItemSetTraits<GR, K>::
  19.857 +        template Map<_maps_bits::IterableValueMapNode<K, V> >::Type {
  19.858 +  public:
  19.859 +    typedef typename ItemSetTraits<GR, K>::
  19.860 +      template Map<_maps_bits::IterableValueMapNode<K, V> >::Type Parent;
  19.861 +
  19.862 +    /// The key type
  19.863 +    typedef K Key;
  19.864 +    /// The value type
  19.865 +    typedef V Value;
  19.866 +    /// The graph type
  19.867 +    typedef GR Graph;
  19.868 +
  19.869 +  public:
  19.870 +
  19.871 +    /// \brief Constructor of the map with a given value.
  19.872 +    ///
  19.873 +    /// Constructor of the map with a given value.
  19.874 +    explicit IterableValueMap(const Graph& graph,
  19.875 +                              const Value& value = Value())
  19.876 +      : Parent(graph, _maps_bits::IterableValueMapNode<K, V>(value)) {
  19.877 +      for (typename Parent::ItemIt it(*this); it != INVALID; ++it) {
  19.878 +        lace(it);
  19.879 +      }
  19.880 +    }
  19.881 +
  19.882 +  protected:
  19.883 +
  19.884 +    void unlace(const Key& key) {
  19.885 +      typename Parent::Value& node = Parent::operator[](key);
  19.886 +      if (node.prev != INVALID) {
  19.887 +        Parent::operator[](node.prev).next = node.next;
  19.888 +      } else {
  19.889 +        if (node.next != INVALID) {
  19.890 +          _first[node.value] = node.next;
  19.891 +        } else {
  19.892 +          _first.erase(node.value);
  19.893 +        }
  19.894 +      }
  19.895 +      if (node.next != INVALID) {
  19.896 +        Parent::operator[](node.next).prev = node.prev;
  19.897 +      }
  19.898 +    }
  19.899 +
  19.900 +    void lace(const Key& key) {
  19.901 +      typename Parent::Value& node = Parent::operator[](key);
  19.902 +      typename std::map<Value, Key>::iterator it = _first.find(node.value);
  19.903 +      if (it == _first.end()) {
  19.904 +        node.prev = node.next = INVALID;
  19.905 +        _first.insert(std::make_pair(node.value, key));
  19.906 +      } else {
  19.907 +        node.prev = INVALID;
  19.908 +        node.next = it->second;
  19.909 +        if (node.next != INVALID) {
  19.910 +          Parent::operator[](node.next).prev = key;
  19.911 +        }
  19.912 +        it->second = key;
  19.913 +      }
  19.914 +    }
  19.915 +
  19.916 +  public:
  19.917 +
  19.918 +    /// \brief Forward iterator for values.
  19.919 +    ///
  19.920 +    /// This iterator is an stl compatible forward
  19.921 +    /// iterator on the values of the map. The values can
  19.922 +    /// be accessed in the <tt>[beginValue, endValue)</tt> range.
  19.923 +    class ValueIterator
  19.924 +      : public std::iterator<std::forward_iterator_tag, Value> {
  19.925 +      friend class IterableValueMap;
  19.926 +    private:
  19.927 +      ValueIterator(typename std::map<Value, Key>::const_iterator _it)
  19.928 +        : it(_it) {}
  19.929 +    public:
  19.930 +
  19.931 +      ValueIterator() {}
  19.932 +
  19.933 +      ValueIterator& operator++() { ++it; return *this; }
  19.934 +      ValueIterator operator++(int) {
  19.935 +        ValueIterator tmp(*this);
  19.936 +        operator++();
  19.937 +        return tmp;
  19.938 +      }
  19.939 +
  19.940 +      const Value& operator*() const { return it->first; }
  19.941 +      const Value* operator->() const { return &(it->first); }
  19.942 +
  19.943 +      bool operator==(ValueIterator jt) const { return it == jt.it; }
  19.944 +      bool operator!=(ValueIterator jt) const { return it != jt.it; }
  19.945 +
  19.946 +    private:
  19.947 +      typename std::map<Value, Key>::const_iterator it;
  19.948 +    };
  19.949 +
  19.950 +    /// \brief Returns an iterator to the first value.
  19.951 +    ///
  19.952 +    /// Returns an stl compatible iterator to the
  19.953 +    /// first value of the map. The values of the
  19.954 +    /// map can be accessed in the <tt>[beginValue, endValue)</tt>
  19.955 +    /// range.
  19.956 +    ValueIterator beginValue() const {
  19.957 +      return ValueIterator(_first.begin());
  19.958 +    }
  19.959 +
  19.960 +    /// \brief Returns an iterator after the last value.
  19.961 +    ///
  19.962 +    /// Returns an stl compatible iterator after the
  19.963 +    /// last value of the map. The values of the
  19.964 +    /// map can be accessed in the <tt>[beginValue, endValue)</tt>
  19.965 +    /// range.
  19.966 +    ValueIterator endValue() const {
  19.967 +      return ValueIterator(_first.end());
  19.968 +    }
  19.969 +
  19.970 +    /// \brief Set operation of the map.
  19.971 +    ///
  19.972 +    /// Set operation of the map.
  19.973 +    void set(const Key& key, const Value& value) {
  19.974 +      unlace(key);
  19.975 +      Parent::operator[](key).value = value;
  19.976 +      lace(key);
  19.977 +    }
  19.978 +
  19.979 +    /// \brief Const subscript operator of the map.
  19.980 +    ///
  19.981 +    /// Const subscript operator of the map.
  19.982 +    const Value& operator[](const Key& key) const {
  19.983 +      return Parent::operator[](key).value;
  19.984 +    }
  19.985 +
  19.986 +    /// \brief Iterator for the keys with the same value.
  19.987 +    ///
  19.988 +    /// Iterator for the keys with the same value. It works
  19.989 +    /// like a graph item iterator, it can be converted to
  19.990 +    /// the item type of the map, incremented with \c ++ operator, and
  19.991 +    /// if the iterator leaves the last valid item, it will be equal to
  19.992 +    /// \c INVALID.
  19.993 +    class ItemIt : public Key {
  19.994 +    public:
  19.995 +      typedef Key Parent;
  19.996 +
  19.997 +      /// \brief Invalid constructor \& conversion.
  19.998 +      ///
  19.999 +      /// This constructor initializes the iterator to be invalid.
 19.1000 +      /// \sa Invalid for more details.
 19.1001 +      ItemIt(Invalid) : Parent(INVALID), _map(0) {}
 19.1002 +
 19.1003 +      /// \brief Creates an iterator with a value.
 19.1004 +      ///
 19.1005 +      /// Creates an iterator with a value. It iterates on the
 19.1006 +      /// keys which have the given value.
 19.1007 +      /// \param map The IterableValueMap
 19.1008 +      /// \param value The value
 19.1009 +      ItemIt(const IterableValueMap& map, const Value& value) : _map(&map) {
 19.1010 +        typename std::map<Value, Key>::const_iterator it =
 19.1011 +          map._first.find(value);
 19.1012 +        if (it == map._first.end()) {
 19.1013 +          Parent::operator=(INVALID);
 19.1014 +        } else {
 19.1015 +          Parent::operator=(it->second);
 19.1016 +        }
 19.1017 +      }
 19.1018 +
 19.1019 +      /// \brief Increment operator.
 19.1020 +      ///
 19.1021 +      /// Increment Operator.
 19.1022 +      ItemIt& operator++() {
 19.1023 +        Parent::operator=(_map->IterableValueMap::Parent::
 19.1024 +                          operator[](static_cast<Parent&>(*this)).next);
 19.1025 +        return *this;
 19.1026 +      }
 19.1027 +
 19.1028 +
 19.1029 +    private:
 19.1030 +      const IterableValueMap* _map;
 19.1031 +    };
 19.1032 +
 19.1033 +  protected:
 19.1034 +
 19.1035 +    virtual void add(const Key& key) {
 19.1036 +      Parent::add(key);
 19.1037 +      unlace(key);
 19.1038 +    }
 19.1039 +
 19.1040 +    virtual void add(const std::vector<Key>& keys) {
 19.1041 +      Parent::add(keys);
 19.1042 +      for (int i = 0; i < int(keys.size()); ++i) {
 19.1043 +        lace(keys[i]);
 19.1044 +      }
 19.1045 +    }
 19.1046 +
 19.1047 +    virtual void erase(const Key& key) {
 19.1048 +      unlace(key);
 19.1049 +      Parent::erase(key);
 19.1050 +    }
 19.1051 +
 19.1052 +    virtual void erase(const std::vector<Key>& keys) {
 19.1053 +      for (int i = 0; i < int(keys.size()); ++i) {
 19.1054 +        unlace(keys[i]);
 19.1055 +      }
 19.1056 +      Parent::erase(keys);
 19.1057 +    }
 19.1058 +
 19.1059 +    virtual void build() {
 19.1060 +      Parent::build();
 19.1061 +      for (typename Parent::ItemIt it(*this); it != INVALID; ++it) {
 19.1062 +        lace(it);
 19.1063 +      }
 19.1064 +    }
 19.1065 +
 19.1066 +    virtual void clear() {
 19.1067 +      _first.clear();
 19.1068 +      Parent::clear();
 19.1069 +    }
 19.1070 +
 19.1071 +  private:
 19.1072 +    std::map<Value, Key> _first;
 19.1073 +  };
 19.1074 +
 19.1075    /// \brief Map of the source nodes of arcs in a digraph.
 19.1076    ///
 19.1077    /// SourceMap provides access for the source node of each arc in a digraph,
 19.1078 @@ -2480,7 +3395,7 @@
 19.1079    /// in constant time. On the other hand, the values are updated automatically
 19.1080    /// whenever the digraph changes.
 19.1081    ///
 19.1082 -  /// \warning Besides \c addNode() and \c addArc(), a digraph structure 
 19.1083 +  /// \warning Besides \c addNode() and \c addArc(), a digraph structure
 19.1084    /// may provide alternative ways to modify the digraph.
 19.1085    /// The correct behavior of InDegMap is not guarantied if these additional
 19.1086    /// features are used. For example the functions
 19.1087 @@ -2496,7 +3411,7 @@
 19.1088        ::ItemNotifier::ObserverBase {
 19.1089  
 19.1090    public:
 19.1091 -    
 19.1092 +
 19.1093      /// The graph type of InDegMap
 19.1094      typedef GR Graph;
 19.1095      typedef GR Digraph;
 19.1096 @@ -2610,7 +3525,7 @@
 19.1097    /// in constant time. On the other hand, the values are updated automatically
 19.1098    /// whenever the digraph changes.
 19.1099    ///
 19.1100 -  /// \warning Besides \c addNode() and \c addArc(), a digraph structure 
 19.1101 +  /// \warning Besides \c addNode() and \c addArc(), a digraph structure
 19.1102    /// may provide alternative ways to modify the digraph.
 19.1103    /// The correct behavior of OutDegMap is not guarantied if these additional
 19.1104    /// features are used. For example the functions
    20.1 --- a/lemon/min_cost_arborescence.h	Thu Aug 20 20:34:30 2009 +0200
    20.2 +++ b/lemon/min_cost_arborescence.h	Fri Sep 25 09:33:09 2009 +0200
    20.3 @@ -488,8 +488,8 @@
    20.4      /// \name Execution Control
    20.5      /// The simplest way to execute the algorithm is to use
    20.6      /// one of the member functions called \c run(...). \n
    20.7 -    /// If you need more control on the execution,
    20.8 -    /// first you must call \ref init(), then you can add several
    20.9 +    /// If you need better control on the execution,
   20.10 +    /// you have to call \ref init() first, then you can add several
   20.11      /// source nodes with \ref addSource().
   20.12      /// Finally \ref start() will perform the arborescence
   20.13      /// computation.
    21.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    21.2 +++ b/lemon/pairing_heap.h	Fri Sep 25 09:33:09 2009 +0200
    21.3 @@ -0,0 +1,474 @@
    21.4 +/* -*- mode: C++; indent-tabs-mode: nil; -*-
    21.5 + *
    21.6 + * This file is a part of LEMON, a generic C++ optimization library.
    21.7 + *
    21.8 + * Copyright (C) 2003-2009
    21.9 + * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
   21.10 + * (Egervary Research Group on Combinatorial Optimization, EGRES).
   21.11 + *
   21.12 + * Permission to use, modify and distribute this software is granted
   21.13 + * provided that this copyright notice appears in all copies. For
   21.14 + * precise terms see the accompanying LICENSE file.
   21.15 + *
   21.16 + * This software is provided "AS IS" with no warranty of any kind,
   21.17 + * express or implied, and with no claim as to its suitability for any
   21.18 + * purpose.
   21.19 + *
   21.20 + */
   21.21 +
   21.22 +#ifndef LEMON_PAIRING_HEAP_H
   21.23 +#define LEMON_PAIRING_HEAP_H
   21.24 +
   21.25 +///\file
   21.26 +///\ingroup heaps
   21.27 +///\brief Pairing heap implementation.
   21.28 +
   21.29 +#include <vector>
   21.30 +#include <utility>
   21.31 +#include <functional>
   21.32 +#include <lemon/math.h>
   21.33 +
   21.34 +namespace lemon {
   21.35 +
   21.36 +  /// \ingroup heaps
   21.37 +  ///
   21.38 +  ///\brief Pairing Heap.
   21.39 +  ///
   21.40 +  /// This class implements the \e pairing \e heap data structure.
   21.41 +  /// It fully conforms to the \ref concepts::Heap "heap concept".
   21.42 +  ///
   21.43 +  /// The methods \ref increase() and \ref erase() are not efficient
   21.44 +  /// in a pairing heap. In case of many calls of these operations,
   21.45 +  /// it is better to use other heap structure, e.g. \ref BinHeap
   21.46 +  /// "binary heap".
   21.47 +  ///
   21.48 +  /// \tparam PR Type of the priorities of the items.
   21.49 +  /// \tparam IM A read-writable item map with \c int values, used
   21.50 +  /// internally to handle the cross references.
   21.51 +  /// \tparam CMP A functor class for comparing the priorities.
   21.52 +  /// The default is \c std::less<PR>.
   21.53 +#ifdef DOXYGEN
   21.54 +  template <typename PR, typename IM, typename CMP>
   21.55 +#else
   21.56 +  template <typename PR, typename IM, typename CMP = std::less<PR> >
   21.57 +#endif
   21.58 +  class PairingHeap {
   21.59 +  public:
   21.60 +    /// Type of the item-int map.
   21.61 +    typedef IM ItemIntMap;
   21.62 +    /// Type of the priorities.
   21.63 +    typedef PR Prio;
   21.64 +    /// Type of the items stored in the heap.
   21.65 +    typedef typename ItemIntMap::Key Item;
   21.66 +    /// Functor type for comparing the priorities.
   21.67 +    typedef CMP Compare;
   21.68 +
   21.69 +    /// \brief Type to represent the states of the items.
   21.70 +    ///
   21.71 +    /// Each item has a state associated to it. It can be "in heap",
   21.72 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
   21.73 +    /// heap's point of view, but may be useful to the user.
   21.74 +    ///
   21.75 +    /// The item-int map must be initialized in such way that it assigns
   21.76 +    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
   21.77 +    enum State {
   21.78 +      IN_HEAP = 0,    ///< = 0.
   21.79 +      PRE_HEAP = -1,  ///< = -1.
   21.80 +      POST_HEAP = -2  ///< = -2.
   21.81 +    };
   21.82 +
   21.83 +  private:
   21.84 +    class store;
   21.85 +
   21.86 +    std::vector<store> _data;
   21.87 +    int _min;
   21.88 +    ItemIntMap &_iim;
   21.89 +    Compare _comp;
   21.90 +    int _num_items;
   21.91 +
   21.92 +  public:
   21.93 +    /// \brief Constructor.
   21.94 +    ///
   21.95 +    /// Constructor.
   21.96 +    /// \param map A map that assigns \c int values to the items.
   21.97 +    /// It is used internally to handle the cross references.
   21.98 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
   21.99 +    explicit PairingHeap(ItemIntMap &map)
  21.100 +      : _min(0), _iim(map), _num_items(0) {}
  21.101 +
  21.102 +    /// \brief Constructor.
  21.103 +    ///
  21.104 +    /// Constructor.
  21.105 +    /// \param map A map that assigns \c int values to the items.
  21.106 +    /// It is used internally to handle the cross references.
  21.107 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
  21.108 +    /// \param comp The function object used for comparing the priorities.
  21.109 +    PairingHeap(ItemIntMap &map, const Compare &comp)
  21.110 +      : _min(0), _iim(map), _comp(comp), _num_items(0) {}
  21.111 +
  21.112 +    /// \brief The number of items stored in the heap.
  21.113 +    ///
  21.114 +    /// This function returns the number of items stored in the heap.
  21.115 +    int size() const { return _num_items; }
  21.116 +
  21.117 +    /// \brief Check if the heap is empty.
  21.118 +    ///
  21.119 +    /// This function returns \c true if the heap is empty.
  21.120 +    bool empty() const { return _num_items==0; }
  21.121 +
  21.122 +    /// \brief Make the heap empty.
  21.123 +    ///
  21.124 +    /// This functon makes the heap empty.
  21.125 +    /// It does not change the cross reference map. If you want to reuse
  21.126 +    /// a heap that is not surely empty, you should first clear it and
  21.127 +    /// then you should set the cross reference map to \c PRE_HEAP
  21.128 +    /// for each item.
  21.129 +    void clear() {
  21.130 +      _data.clear();
  21.131 +      _min = 0;
  21.132 +      _num_items = 0;
  21.133 +    }
  21.134 +
  21.135 +    /// \brief Set the priority of an item or insert it, if it is
  21.136 +    /// not stored in the heap.
  21.137 +    ///
  21.138 +    /// This method sets the priority of the given item if it is
  21.139 +    /// already stored in the heap. Otherwise it inserts the given
  21.140 +    /// item into the heap with the given priority.
  21.141 +    /// \param item The item.
  21.142 +    /// \param value The priority.
  21.143 +    void set (const Item& item, const Prio& value) {
  21.144 +      int i=_iim[item];
  21.145 +      if ( i>=0 && _data[i].in ) {
  21.146 +        if ( _comp(value, _data[i].prio) ) decrease(item, value);
  21.147 +        if ( _comp(_data[i].prio, value) ) increase(item, value);
  21.148 +      } else push(item, value);
  21.149 +    }
  21.150 +
  21.151 +    /// \brief Insert an item into the heap with the given priority.
  21.152 +    ///
  21.153 +    /// This function inserts the given item into the heap with the
  21.154 +    /// given priority.
  21.155 +    /// \param item The item to insert.
  21.156 +    /// \param value The priority of the item.
  21.157 +    /// \pre \e item must not be stored in the heap.
  21.158 +    void push (const Item& item, const Prio& value) {
  21.159 +      int i=_iim[item];
  21.160 +      if( i<0 ) {
  21.161 +        int s=_data.size();
  21.162 +        _iim.set(item, s);
  21.163 +        store st;
  21.164 +        st.name=item;
  21.165 +        _data.push_back(st);
  21.166 +        i=s;
  21.167 +      } else {
  21.168 +        _data[i].parent=_data[i].child=-1;
  21.169 +        _data[i].left_child=false;
  21.170 +        _data[i].degree=0;
  21.171 +        _data[i].in=true;
  21.172 +      }
  21.173 +
  21.174 +      _data[i].prio=value;
  21.175 +
  21.176 +      if ( _num_items!=0 ) {
  21.177 +        if ( _comp( value, _data[_min].prio) ) {
  21.178 +          fuse(i,_min);
  21.179 +          _min=i;
  21.180 +        }
  21.181 +        else fuse(_min,i);
  21.182 +      }
  21.183 +      else _min=i;
  21.184 +
  21.185 +      ++_num_items;
  21.186 +    }
  21.187 +
  21.188 +    /// \brief Return the item having minimum priority.
  21.189 +    ///
  21.190 +    /// This function returns the item having minimum priority.
  21.191 +    /// \pre The heap must be non-empty.
  21.192 +    Item top() const { return _data[_min].name; }
  21.193 +
  21.194 +    /// \brief The minimum priority.
  21.195 +    ///
  21.196 +    /// This function returns the minimum priority.
  21.197 +    /// \pre The heap must be non-empty.
  21.198 +    const Prio& prio() const { return _data[_min].prio; }
  21.199 +
  21.200 +    /// \brief The priority of the given item.
  21.201 +    ///
  21.202 +    /// This function returns the priority of the given item.
  21.203 +    /// \param item The item.
  21.204 +    /// \pre \e item must be in the heap.
  21.205 +    const Prio& operator[](const Item& item) const {
  21.206 +      return _data[_iim[item]].prio;
  21.207 +    }
  21.208 +
  21.209 +    /// \brief Remove the item having minimum priority.
  21.210 +    ///
  21.211 +    /// This function removes the item having minimum priority.
  21.212 +    /// \pre The heap must be non-empty.
  21.213 +    void pop() {
  21.214 +      std::vector<int> trees;
  21.215 +      int i=0, child_right = 0;
  21.216 +      _data[_min].in=false;
  21.217 +
  21.218 +      if( -1!=_data[_min].child ) {
  21.219 +        i=_data[_min].child;
  21.220 +        trees.push_back(i);
  21.221 +        _data[i].parent = -1;
  21.222 +        _data[_min].child = -1;
  21.223 +
  21.224 +        int ch=-1;
  21.225 +        while( _data[i].child!=-1 ) {
  21.226 +          ch=_data[i].child;
  21.227 +          if( _data[ch].left_child && i==_data[ch].parent ) {
  21.228 +            break;
  21.229 +          } else {
  21.230 +            if( _data[ch].left_child ) {
  21.231 +              child_right=_data[ch].parent;
  21.232 +              _data[ch].parent = i;
  21.233 +              --_data[i].degree;
  21.234 +            }
  21.235 +            else {
  21.236 +              child_right=ch;
  21.237 +              _data[i].child=-1;
  21.238 +              _data[i].degree=0;
  21.239 +            }
  21.240 +            _data[child_right].parent = -1;
  21.241 +            trees.push_back(child_right);
  21.242 +            i = child_right;
  21.243 +          }
  21.244 +        }
  21.245 +
  21.246 +        int num_child = trees.size();
  21.247 +        int other;
  21.248 +        for( i=0; i<num_child-1; i+=2 ) {
  21.249 +          if ( !_comp(_data[trees[i]].prio, _data[trees[i+1]].prio) ) {
  21.250 +            other=trees[i];
  21.251 +            trees[i]=trees[i+1];
  21.252 +            trees[i+1]=other;
  21.253 +          }
  21.254 +          fuse( trees[i], trees[i+1] );
  21.255 +        }
  21.256 +
  21.257 +        i = (0==(num_child % 2)) ? num_child-2 : num_child-1;
  21.258 +        while(i>=2) {
  21.259 +          if ( _comp(_data[trees[i]].prio, _data[trees[i-2]].prio) ) {
  21.260 +            other=trees[i];
  21.261 +            trees[i]=trees[i-2];
  21.262 +            trees[i-2]=other;
  21.263 +          }
  21.264 +          fuse( trees[i-2], trees[i] );
  21.265 +          i-=2;
  21.266 +        }
  21.267 +        _min = trees[0];
  21.268 +      }
  21.269 +      else {
  21.270 +        _min = _data[_min].child;
  21.271 +      }
  21.272 +
  21.273 +      if (_min >= 0) _data[_min].left_child = false;
  21.274 +      --_num_items;
  21.275 +    }
  21.276 +
  21.277 +    /// \brief Remove the given item from the heap.
  21.278 +    ///
  21.279 +    /// This function removes the given item from the heap if it is
  21.280 +    /// already stored.
  21.281 +    /// \param item The item to delete.
  21.282 +    /// \pre \e item must be in the heap.
  21.283 +    void erase (const Item& item) {
  21.284 +      int i=_iim[item];
  21.285 +      if ( i>=0 && _data[i].in ) {
  21.286 +        decrease( item, _data[_min].prio-1 );
  21.287 +        pop();
  21.288 +      }
  21.289 +    }
  21.290 +
  21.291 +    /// \brief Decrease the priority of an item to the given value.
  21.292 +    ///
  21.293 +    /// This function decreases the priority of an item to the given value.
  21.294 +    /// \param item The item.
  21.295 +    /// \param value The priority.
  21.296 +    /// \pre \e item must be stored in the heap with priority at least \e value.
  21.297 +    void decrease (Item item, const Prio& value) {
  21.298 +      int i=_iim[item];
  21.299 +      _data[i].prio=value;
  21.300 +      int p=_data[i].parent;
  21.301 +
  21.302 +      if( _data[i].left_child && i!=_data[p].child ) {
  21.303 +        p=_data[p].parent;
  21.304 +      }
  21.305 +
  21.306 +      if ( p!=-1 && _comp(value,_data[p].prio) ) {
  21.307 +        cut(i,p);
  21.308 +        if ( _comp(_data[_min].prio,value) ) {
  21.309 +          fuse(_min,i);
  21.310 +        } else {
  21.311 +          fuse(i,_min);
  21.312 +          _min=i;
  21.313 +        }
  21.314 +      }
  21.315 +    }
  21.316 +
  21.317 +    /// \brief Increase the priority of an item to the given value.
  21.318 +    ///
  21.319 +    /// This function increases the priority of an item to the given value.
  21.320 +    /// \param item The item.
  21.321 +    /// \param value The priority.
  21.322 +    /// \pre \e item must be stored in the heap with priority at most \e value.
  21.323 +    void increase (Item item, const Prio& value) {
  21.324 +      erase(item);
  21.325 +      push(item,value);
  21.326 +    }
  21.327 +
  21.328 +    /// \brief Return the state of an item.
  21.329 +    ///
  21.330 +    /// This method returns \c PRE_HEAP if the given item has never
  21.331 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
  21.332 +    /// and \c POST_HEAP otherwise.
  21.333 +    /// In the latter case it is possible that the item will get back
  21.334 +    /// to the heap again.
  21.335 +    /// \param item The item.
  21.336 +    State state(const Item &item) const {
  21.337 +      int i=_iim[item];
  21.338 +      if( i>=0 ) {
  21.339 +        if( _data[i].in ) i=0;
  21.340 +        else i=-2;
  21.341 +      }
  21.342 +      return State(i);
  21.343 +    }
  21.344 +
  21.345 +    /// \brief Set the state of an item in the heap.
  21.346 +    ///
  21.347 +    /// This function sets the state of the given item in the heap.
  21.348 +    /// It can be used to manually clear the heap when it is important
  21.349 +    /// to achive better time complexity.
  21.350 +    /// \param i The item.
  21.351 +    /// \param st The state. It should not be \c IN_HEAP.
  21.352 +    void state(const Item& i, State st) {
  21.353 +      switch (st) {
  21.354 +      case POST_HEAP:
  21.355 +      case PRE_HEAP:
  21.356 +        if (state(i) == IN_HEAP) erase(i);
  21.357 +        _iim[i]=st;
  21.358 +        break;
  21.359 +      case IN_HEAP:
  21.360 +        break;
  21.361 +      }
  21.362 +    }
  21.363 +
  21.364 +  private:
  21.365 +
  21.366 +    void cut(int a, int b) {
  21.367 +      int child_a;
  21.368 +      switch (_data[a].degree) {
  21.369 +        case 2:
  21.370 +          child_a = _data[_data[a].child].parent;
  21.371 +          if( _data[a].left_child ) {
  21.372 +            _data[child_a].left_child=true;
  21.373 +            _data[b].child=child_a;
  21.374 +            _data[child_a].parent=_data[a].parent;
  21.375 +          }
  21.376 +          else {
  21.377 +            _data[child_a].left_child=false;
  21.378 +            _data[child_a].parent=b;
  21.379 +            if( a!=_data[b].child )
  21.380 +              _data[_data[b].child].parent=child_a;
  21.381 +            else
  21.382 +              _data[b].child=child_a;
  21.383 +          }
  21.384 +          --_data[a].degree;
  21.385 +          _data[_data[a].child].parent=a;
  21.386 +          break;
  21.387 +
  21.388 +        case 1:
  21.389 +          child_a = _data[a].child;
  21.390 +          if( !_data[child_a].left_child ) {
  21.391 +            --_data[a].degree;
  21.392 +            if( _data[a].left_child ) {
  21.393 +              _data[child_a].left_child=true;
  21.394 +              _data[child_a].parent=_data[a].parent;
  21.395 +              _data[b].child=child_a;
  21.396 +            }
  21.397 +            else {
  21.398 +              _data[child_a].left_child=false;
  21.399 +              _data[child_a].parent=b;
  21.400 +              if( a!=_data[b].child )
  21.401 +                _data[_data[b].child].parent=child_a;
  21.402 +              else
  21.403 +                _data[b].child=child_a;
  21.404 +            }
  21.405 +            _data[a].child=-1;
  21.406 +          }
  21.407 +          else {
  21.408 +            --_data[b].degree;
  21.409 +            if( _data[a].left_child ) {
  21.410 +              _data[b].child =
  21.411 +                (1==_data[b].degree) ? _data[a].parent : -1;
  21.412 +            } else {
  21.413 +              if (1==_data[b].degree)
  21.414 +                _data[_data[b].child].parent=b;
  21.415 +              else
  21.416 +                _data[b].child=-1;
  21.417 +            }
  21.418 +          }
  21.419 +          break;
  21.420 +
  21.421 +        case 0:
  21.422 +          --_data[b].degree;
  21.423 +          if( _data[a].left_child ) {
  21.424 +            _data[b].child =
  21.425 +              (0!=_data[b].degree) ? _data[a].parent : -1;
  21.426 +          } else {
  21.427 +            if( 0!=_data[b].degree )
  21.428 +              _data[_data[b].child].parent=b;
  21.429 +            else
  21.430 +              _data[b].child=-1;
  21.431 +          }
  21.432 +          break;
  21.433 +      }
  21.434 +      _data[a].parent=-1;
  21.435 +      _data[a].left_child=false;
  21.436 +    }
  21.437 +
  21.438 +    void fuse(int a, int b) {
  21.439 +      int child_a = _data[a].child;
  21.440 +      int child_b = _data[b].child;
  21.441 +      _data[a].child=b;
  21.442 +      _data[b].parent=a;
  21.443 +      _data[b].left_child=true;
  21.444 +
  21.445 +      if( -1!=child_a ) {
  21.446 +        _data[b].child=child_a;
  21.447 +        _data[child_a].parent=b;
  21.448 +        _data[child_a].left_child=false;
  21.449 +        ++_data[b].degree;
  21.450 +
  21.451 +        if( -1!=child_b ) {
  21.452 +           _data[b].child=child_b;
  21.453 +           _data[child_b].parent=child_a;
  21.454 +        }
  21.455 +      }
  21.456 +      else { ++_data[a].degree; }
  21.457 +    }
  21.458 +
  21.459 +    class store {
  21.460 +      friend class PairingHeap;
  21.461 +
  21.462 +      Item name;
  21.463 +      int parent;
  21.464 +      int child;
  21.465 +      bool left_child;
  21.466 +      int degree;
  21.467 +      bool in;
  21.468 +      Prio prio;
  21.469 +
  21.470 +      store() : parent(-1), child(-1), left_child(false), degree(0), in(true) {}
  21.471 +    };
  21.472 +  };
  21.473 +
  21.474 +} //namespace lemon
  21.475 +
  21.476 +#endif //LEMON_PAIRING_HEAP_H
  21.477 +
    22.1 --- a/lemon/preflow.h	Thu Aug 20 20:34:30 2009 +0200
    22.2 +++ b/lemon/preflow.h	Fri Sep 25 09:33:09 2009 +0200
    22.3 @@ -52,7 +52,11 @@
    22.4      ///
    22.5      /// The type of the map that stores the flow values.
    22.6      /// It must meet the \ref concepts::ReadWriteMap "ReadWriteMap" concept.
    22.7 +#ifdef DOXYGEN
    22.8 +    typedef GR::ArcMap<Value> FlowMap;
    22.9 +#else
   22.10      typedef typename Digraph::template ArcMap<Value> FlowMap;
   22.11 +#endif
   22.12  
   22.13      /// \brief Instantiates a FlowMap.
   22.14      ///
   22.15 @@ -67,9 +71,12 @@
   22.16      ///
   22.17      /// The elevator type used by Preflow algorithm.
   22.18      ///
   22.19 -    /// \sa Elevator
   22.20 -    /// \sa LinkedElevator
   22.21 -    typedef LinkedElevator<Digraph, typename Digraph::Node> Elevator;
   22.22 +    /// \sa Elevator, LinkedElevator
   22.23 +#ifdef DOXYGEN
   22.24 +    typedef lemon::Elevator<GR, GR::Node> Elevator;
   22.25 +#else
   22.26 +    typedef lemon::Elevator<Digraph, typename Digraph::Node> Elevator;
   22.27 +#endif
   22.28  
   22.29      /// \brief Instantiates an Elevator.
   22.30      ///
   22.31 @@ -97,7 +104,7 @@
   22.32    /// \e push-relabel algorithm producing a \ref max_flow
   22.33    /// "flow of maximum value" in a digraph.
   22.34    /// The preflow algorithms are the fastest known maximum
   22.35 -  /// flow algorithms. The current implementation use a mixture of the
   22.36 +  /// flow algorithms. The current implementation uses a mixture of the
   22.37    /// \e "highest label" and the \e "bound decrease" heuristics.
   22.38    /// The worst case time complexity of the algorithm is \f$O(n^2\sqrt{e})\f$.
   22.39    ///
   22.40 @@ -371,26 +378,28 @@
   22.41        return *_level;
   22.42      }
   22.43  
   22.44 -    /// \brief Sets the tolerance used by algorithm.
   22.45 +    /// \brief Sets the tolerance used by the algorithm.
   22.46      ///
   22.47 -    /// Sets the tolerance used by algorithm.
   22.48 -    Preflow& tolerance(const Tolerance& tolerance) const {
   22.49 +    /// Sets the tolerance object used by the algorithm.
   22.50 +    /// \return <tt>(*this)</tt>
   22.51 +    Preflow& tolerance(const Tolerance& tolerance) {
   22.52        _tolerance = tolerance;
   22.53        return *this;
   22.54      }
   22.55  
   22.56      /// \brief Returns a const reference to the tolerance.
   22.57      ///
   22.58 -    /// Returns a const reference to the tolerance.
   22.59 +    /// Returns a const reference to the tolerance object used by
   22.60 +    /// the algorithm.
   22.61      const Tolerance& tolerance() const {
   22.62 -      return tolerance;
   22.63 +      return _tolerance;
   22.64      }
   22.65  
   22.66      /// \name Execution Control
   22.67      /// The simplest way to execute the preflow algorithm is to use
   22.68      /// \ref run() or \ref runMinCut().\n
   22.69 -    /// If you need more control on the initial solution or the execution,
   22.70 -    /// first you have to call one of the \ref init() functions, then
   22.71 +    /// If you need better control on the initial solution or the execution,
   22.72 +    /// you have to call one of the \ref init() functions first, then
   22.73      /// \ref startFirstPhase() and if you need it \ref startSecondPhase().
   22.74  
   22.75      ///@{
    23.1 --- a/lemon/radix_heap.h	Thu Aug 20 20:34:30 2009 +0200
    23.2 +++ b/lemon/radix_heap.h	Fri Sep 25 09:33:09 2009 +0200
    23.3 @@ -19,9 +19,9 @@
    23.4  #ifndef LEMON_RADIX_HEAP_H
    23.5  #define LEMON_RADIX_HEAP_H
    23.6  
    23.7 -///\ingroup auxdat
    23.8 +///\ingroup heaps
    23.9  ///\file
   23.10 -///\brief Radix Heap implementation.
   23.11 +///\brief Radix heap implementation.
   23.12  
   23.13  #include <vector>
   23.14  #include <lemon/error.h>
   23.15 @@ -29,56 +29,54 @@
   23.16  namespace lemon {
   23.17  
   23.18  
   23.19 -  /// \ingroup auxdata
   23.20 +  /// \ingroup heaps
   23.21    ///
   23.22 -  /// \brief A Radix Heap implementation.
   23.23 +  /// \brief Radix heap data structure.
   23.24    ///
   23.25 -  /// This class implements the \e radix \e heap data structure. A \e heap
   23.26 -  /// is a data structure for storing items with specified values called \e
   23.27 -  /// priorities in such a way that finding the item with minimum priority is
   23.28 -  /// efficient. This heap type can store only items with \e int priority.
   23.29 -  /// In a heap one can change the priority of an item, add or erase an
   23.30 -  /// item, but the priority cannot be decreased under the last removed
   23.31 -  /// item's priority.
   23.32 +  /// This class implements the \e radix \e heap data structure.
   23.33 +  /// It practically conforms to the \ref concepts::Heap "heap concept",
   23.34 +  /// but it has some limitations due its special implementation.
   23.35 +  /// The type of the priorities must be \c int and the priority of an
   23.36 +  /// item cannot be decreased under the priority of the last removed item.
   23.37    ///
   23.38 -  /// \param IM A read and writable Item int map, used internally
   23.39 -  /// to handle the cross references.
   23.40 -  ///
   23.41 -  /// \see BinHeap
   23.42 -  /// \see Dijkstra
   23.43 +  /// \tparam IM A read-writable item map with \c int values, used
   23.44 +  /// internally to handle the cross references.
   23.45    template <typename IM>
   23.46    class RadixHeap {
   23.47  
   23.48    public:
   23.49 -    typedef typename IM::Key Item;
   23.50 +
   23.51 +    /// Type of the item-int map.
   23.52 +    typedef IM ItemIntMap;
   23.53 +    /// Type of the priorities.
   23.54      typedef int Prio;
   23.55 -    typedef IM ItemIntMap;
   23.56 +    /// Type of the items stored in the heap.
   23.57 +    typedef typename ItemIntMap::Key Item;
   23.58  
   23.59      /// \brief Exception thrown by RadixHeap.
   23.60      ///
   23.61 -    /// This Exception is thrown when a smaller priority
   23.62 -    /// is inserted into the \e RadixHeap then the last time erased.
   23.63 +    /// This exception is thrown when an item is inserted into a
   23.64 +    /// RadixHeap with a priority smaller than the last erased one.
   23.65      /// \see RadixHeap
   23.66 -
   23.67 -    class UnderFlowPriorityError : public Exception {
   23.68 +    class PriorityUnderflowError : public Exception {
   23.69      public:
   23.70        virtual const char* what() const throw() {
   23.71 -        return "lemon::RadixHeap::UnderFlowPriorityError";
   23.72 +        return "lemon::RadixHeap::PriorityUnderflowError";
   23.73        }
   23.74      };
   23.75  
   23.76 -    /// \brief Type to represent the items states.
   23.77 +    /// \brief Type to represent the states of the items.
   23.78      ///
   23.79 -    /// Each Item element have a state associated to it. It may be "in heap",
   23.80 -    /// "pre heap" or "post heap". The latter two are indifferent from the
   23.81 +    /// Each item has a state associated to it. It can be "in heap",
   23.82 +    /// "pre-heap" or "post-heap". The latter two are indifferent from the
   23.83      /// heap's point of view, but may be useful to the user.
   23.84      ///
   23.85 -    /// The ItemIntMap \e should be initialized in such way that it maps
   23.86 -    /// PRE_HEAP (-1) to any element to be put in the heap...
   23.87 +    /// The item-int map must be initialized in such way that it assigns
   23.88 +    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
   23.89      enum State {
   23.90 -      IN_HEAP = 0,
   23.91 -      PRE_HEAP = -1,
   23.92 -      POST_HEAP = -2
   23.93 +      IN_HEAP = 0,    ///< = 0.
   23.94 +      PRE_HEAP = -1,  ///< = -1.
   23.95 +      POST_HEAP = -2  ///< = -2.
   23.96      };
   23.97  
   23.98    private:
   23.99 @@ -96,52 +94,55 @@
  23.100        RadixBox(int _min, int _size) : first(-1), min(_min), size(_size) {}
  23.101      };
  23.102  
  23.103 -    std::vector<RadixItem> data;
  23.104 -    std::vector<RadixBox> boxes;
  23.105 +    std::vector<RadixItem> _data;
  23.106 +    std::vector<RadixBox> _boxes;
  23.107  
  23.108      ItemIntMap &_iim;
  23.109  
  23.110 +  public:
  23.111  
  23.112 -  public:
  23.113 -    /// \brief The constructor.
  23.114 +    /// \brief Constructor.
  23.115      ///
  23.116 -    /// The constructor.
  23.117 -    ///
  23.118 -    /// \param map It should be given to the constructor, since it is used
  23.119 -    /// internally to handle the cross references. The value of the map
  23.120 -    /// should be PRE_HEAP (-1) for each element.
  23.121 -    ///
  23.122 -    /// \param minimal The initial minimal value of the heap.
  23.123 -    /// \param capacity It determines the initial capacity of the heap.
  23.124 -    RadixHeap(ItemIntMap &map, int minimal = 0, int capacity = 0)
  23.125 -      : _iim(map) {
  23.126 -      boxes.push_back(RadixBox(minimal, 1));
  23.127 -      boxes.push_back(RadixBox(minimal + 1, 1));
  23.128 -      while (lower(boxes.size() - 1, capacity + minimal - 1)) {
  23.129 +    /// Constructor.
  23.130 +    /// \param map A map that assigns \c int values to the items.
  23.131 +    /// It is used internally to handle the cross references.
  23.132 +    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
  23.133 +    /// \param minimum The initial minimum value of the heap.
  23.134 +    /// \param capacity The initial capacity of the heap.
  23.135 +    RadixHeap(ItemIntMap &map, int minimum = 0, int capacity = 0)
  23.136 +      : _iim(map)
  23.137 +    {
  23.138 +      _boxes.push_back(RadixBox(minimum, 1));
  23.139 +      _boxes.push_back(RadixBox(minimum + 1, 1));
  23.140 +      while (lower(_boxes.size() - 1, capacity + minimum - 1)) {
  23.141          extend();
  23.142        }
  23.143      }
  23.144  
  23.145 -    /// The number of items stored in the heap.
  23.146 +    /// \brief The number of items stored in the heap.
  23.147      ///
  23.148 -    /// \brief Returns the number of items stored in the heap.
  23.149 -    int size() const { return data.size(); }
  23.150 -    /// \brief Checks if the heap stores no items.
  23.151 +    /// This function returns the number of items stored in the heap.
  23.152 +    int size() const { return _data.size(); }
  23.153 +
  23.154 +    /// \brief Check if the heap is empty.
  23.155      ///
  23.156 -    /// Returns \c true if and only if the heap stores no items.
  23.157 -    bool empty() const { return data.empty(); }
  23.158 +    /// This function returns \c true if the heap is empty.
  23.159 +    bool empty() const { return _data.empty(); }
  23.160  
  23.161 -    /// \brief Make empty this heap.
  23.162 +    /// \brief Make the heap empty.
  23.163      ///
  23.164 -    /// Make empty this heap. It does not change the cross reference
  23.165 -    /// map.  If you want to reuse a heap what is not surely empty you
  23.166 -    /// should first clear the heap and after that you should set the
  23.167 -    /// cross reference map for each item to \c PRE_HEAP.
  23.168 -    void clear(int minimal = 0, int capacity = 0) {
  23.169 -      data.clear(); boxes.clear();
  23.170 -      boxes.push_back(RadixBox(minimal, 1));
  23.171 -      boxes.push_back(RadixBox(minimal + 1, 1));
  23.172 -      while (lower(boxes.size() - 1, capacity + minimal - 1)) {
  23.173 +    /// This functon makes the heap empty.
  23.174 +    /// It does not change the cross reference map. If you want to reuse
  23.175 +    /// a heap that is not surely empty, you should first clear it and
  23.176 +    /// then you should set the cross reference map to \c PRE_HEAP
  23.177 +    /// for each item.
  23.178 +    /// \param minimum The minimum value of the heap.
  23.179 +    /// \param capacity The capacity of the heap.
  23.180 +    void clear(int minimum = 0, int capacity = 0) {
  23.181 +      _data.clear(); _boxes.clear();
  23.182 +      _boxes.push_back(RadixBox(minimum, 1));
  23.183 +      _boxes.push_back(RadixBox(minimum + 1, 1));
  23.184 +      while (lower(_boxes.size() - 1, capacity + minimum - 1)) {
  23.185          extend();
  23.186        }
  23.187      }
  23.188 @@ -149,255 +150,259 @@
  23.189    private:
  23.190  
  23.191      bool upper(int box, Prio pr) {
  23.192 -      return pr < boxes[box].min;
  23.193 +      return pr < _boxes[box].min;
  23.194      }
  23.195  
  23.196      bool lower(int box, Prio pr) {
  23.197 -      return pr >= boxes[box].min + boxes[box].size;
  23.198 +      return pr >= _boxes[box].min + _boxes[box].size;
  23.199      }
  23.200  
  23.201 -    /// \brief Remove item from the box list.
  23.202 +    // Remove item from the box list
  23.203      void remove(int index) {
  23.204 -      if (data[index].prev >= 0) {
  23.205 -        data[data[index].prev].next = data[index].next;
  23.206 +      if (_data[index].prev >= 0) {
  23.207 +        _data[_data[index].prev].next = _data[index].next;
  23.208        } else {
  23.209 -        boxes[data[index].box].first = data[index].next;
  23.210 +        _boxes[_data[index].box].first = _data[index].next;
  23.211        }
  23.212 -      if (data[index].next >= 0) {
  23.213 -        data[data[index].next].prev = data[index].prev;
  23.214 +      if (_data[index].next >= 0) {
  23.215 +        _data[_data[index].next].prev = _data[index].prev;
  23.216        }
  23.217      }
  23.218  
  23.219 -    /// \brief Insert item into the box list.
  23.220 +    // Insert item into the box list
  23.221      void insert(int box, int index) {
  23.222 -      if (boxes[box].first == -1) {
  23.223 -        boxes[box].first = index;
  23.224 -        data[index].next = data[index].prev = -1;
  23.225 +      if (_boxes[box].first == -1) {
  23.226 +        _boxes[box].first = index;
  23.227 +        _data[index].next = _data[index].prev = -1;
  23.228        } else {
  23.229 -        data[index].next = boxes[box].first;
  23.230 -        data[boxes[box].first].prev = index;
  23.231 -        data[index].prev = -1;
  23.232 -        boxes[box].first = index;
  23.233 +        _data[index].next = _boxes[box].first;
  23.234 +        _data[_boxes[box].first].prev = index;
  23.235 +        _data[index].prev = -1;
  23.236 +        _boxes[box].first = index;
  23.237        }
  23.238 -      data[index].box = box;
  23.239 +      _data[index].box = box;
  23.240      }
  23.241  
  23.242 -    /// \brief Add a new box to the box list.
  23.243 +    // Add a new box to the box list
  23.244      void extend() {
  23.245 -      int min = boxes.back().min + boxes.back().size;
  23.246 -      int bs = 2 * boxes.back().size;
  23.247 -      boxes.push_back(RadixBox(min, bs));
  23.248 +      int min = _boxes.back().min + _boxes.back().size;
  23.249 +      int bs = 2 * _boxes.back().size;
  23.250 +      _boxes.push_back(RadixBox(min, bs));
  23.251      }
  23.252  
  23.253 -    /// \brief Move an item up into the proper box.
  23.254 -    void bubble_up(int index) {
  23.255 -      if (!lower(data[index].box, data[index].prio)) return;
  23.256 +    // Move an item up into the proper box.
  23.257 +    void bubbleUp(int index) {
  23.258 +      if (!lower(_data[index].box, _data[index].prio)) return;
  23.259        remove(index);
  23.260 -      int box = findUp(data[index].box, data[index].prio);
  23.261 +      int box = findUp(_data[index].box, _data[index].prio);
  23.262        insert(box, index);
  23.263      }
  23.264  
  23.265 -    /// \brief Find up the proper box for the item with the given prio.
  23.266 +    // Find up the proper box for the item with the given priority
  23.267      int findUp(int start, int pr) {
  23.268        while (lower(start, pr)) {
  23.269 -        if (++start == int(boxes.size())) {
  23.270 +        if (++start == int(_boxes.size())) {
  23.271            extend();
  23.272          }
  23.273        }
  23.274        return start;
  23.275      }
  23.276  
  23.277 -    /// \brief Move an item down into the proper box.
  23.278 -    void bubble_down(int index) {
  23.279 -      if (!upper(data[index].box, data[index].prio)) return;
  23.280 +    // Move an item down into the proper box
  23.281 +    void bubbleDown(int index) {
  23.282 +      if (!upper(_data[index].box, _data[index].prio)) return;
  23.283        remove(index);
  23.284 -      int box = findDown(data[index].box, data[index].prio);
  23.285 +      int box = findDown(_data[index].box, _data[index].prio);
  23.286        insert(box, index);
  23.287      }
  23.288  
  23.289 -    /// \brief Find up the proper box for the item with the given prio.
  23.290 +    // Find down the proper box for the item with the given priority
  23.291      int findDown(int start, int pr) {
  23.292        while (upper(start, pr)) {
  23.293 -        if (--start < 0) throw UnderFlowPriorityError();
  23.294 +        if (--start < 0) throw PriorityUnderflowError();
  23.295        }
  23.296        return start;
  23.297      }
  23.298  
  23.299 -    /// \brief Find the first not empty box.
  23.300 +    // Find the first non-empty box
  23.301      int findFirst() {
  23.302        int first = 0;
  23.303 -      while (boxes[first].first == -1) ++first;
  23.304 +      while (_boxes[first].first == -1) ++first;
  23.305        return first;
  23.306      }
  23.307  
  23.308 -    /// \brief Gives back the minimal prio of the box.
  23.309 +    // Gives back the minimum priority of the given box
  23.310      int minValue(int box) {
  23.311 -      int min = data[boxes[box].first].prio;
  23.312 -      for (int k = boxes[box].first; k != -1; k = data[k].next) {
  23.313 -        if (data[k].prio < min) min = data[k].prio;
  23.314 +      int min = _data[_boxes[box].first].prio;
  23.315 +      for (int k = _boxes[box].first; k != -1; k = _data[k].next) {
  23.316 +        if (_data[k].prio < min) min = _data[k].prio;
  23.317        }
  23.318        return min;
  23.319      }
  23.320  
  23.321 -    /// \brief Rearrange the items of the heap and makes the
  23.322 -    /// first box not empty.
  23.323 +    // Rearrange the items of the heap and make the first box non-empty
  23.324      void moveDown() {
  23.325        int box = findFirst();
  23.326        if (box == 0) return;
  23.327        int min = minValue(box);
  23.328        for (int i = 0; i <= box; ++i) {
  23.329 -        boxes[i].min = min;
  23.330 -        min += boxes[i].size;
  23.331 +        _boxes[i].min = min;
  23.332 +        min += _boxes[i].size;
  23.333        }
  23.334 -      int curr = boxes[box].first, next;
  23.335 +      int curr = _boxes[box].first, next;
  23.336        while (curr != -1) {
  23.337 -        next = data[curr].next;
  23.338 -        bubble_down(curr);
  23.339 +        next = _data[curr].next;
  23.340 +        bubbleDown(curr);
  23.341          curr = next;
  23.342        }
  23.343      }
  23.344  
  23.345 -    void relocate_last(int index) {
  23.346 -      if (index != int(data.size()) - 1) {
  23.347 -        data[index] = data.back();
  23.348 -        if (data[index].prev != -1) {
  23.349 -          data[data[index].prev].next = index;
  23.350 +    void relocateLast(int index) {
  23.351 +      if (index != int(_data.size()) - 1) {
  23.352 +        _data[index] = _data.back();
  23.353 +        if (_data[index].prev != -1) {
  23.354 +          _data[_data[index].prev].next = index;
  23.355          } else {
  23.356 -          boxes[data[index].box].first = index;
  23.357 +          _boxes[_data[index].box].first = index;
  23.358          }
  23.359 -        if (data[index].next != -1) {
  23.360 -          data[data[index].next].prev = index;
  23.361 +        if (_data[index].next != -1) {
  23.362 +          _data[_data[index].next].prev = index;
  23.363          }
  23.364 -        _iim[data[index].item] = index;
  23.365 +        _iim[_data[index].item] = index;
  23.366        }
  23.367 -      data.pop_back();
  23.368 +      _data.pop_back();
  23.369      }
  23.370  
  23.371    public:
  23.372  
  23.373      /// \brief Insert an item into the heap with the given priority.
  23.374      ///
  23.375 -    /// Adds \c i to the heap with priority \c p.
  23.376 +    /// This function inserts the given item into the heap with the
  23.377 +    /// given priority.
  23.378      /// \param i The item to insert.
  23.379      /// \param p The priority of the item.
  23.380 +    /// \pre \e i must not be stored in the heap.
  23.381 +    /// \warning This method may throw an \c UnderFlowPriorityException.
  23.382      void push(const Item &i, const Prio &p) {
  23.383 -      int n = data.size();
  23.384 +      int n = _data.size();
  23.385        _iim.set(i, n);
  23.386 -      data.push_back(RadixItem(i, p));
  23.387 -      while (lower(boxes.size() - 1, p)) {
  23.388 +      _data.push_back(RadixItem(i, p));
  23.389 +      while (lower(_boxes.size() - 1, p)) {
  23.390          extend();
  23.391        }
  23.392 -      int box = findDown(boxes.size() - 1, p);
  23.393 +      int box = findDown(_boxes.size() - 1, p);
  23.394        insert(box, n);
  23.395      }
  23.396  
  23.397 -    /// \brief Returns the item with minimum priority.
  23.398 +    /// \brief Return the item having minimum priority.
  23.399      ///
  23.400 -    /// This method returns the item with minimum priority.
  23.401 -    /// \pre The heap must be nonempty.
  23.402 +    /// This function returns the item having minimum priority.
  23.403 +    /// \pre The heap must be non-empty.
  23.404      Item top() const {
  23.405        const_cast<RadixHeap<ItemIntMap>&>(*this).moveDown();
  23.406 -      return data[boxes[0].first].item;
  23.407 +      return _data[_boxes[0].first].item;
  23.408      }
  23.409  
  23.410 -    /// \brief Returns the minimum priority.
  23.411 +    /// \brief The minimum priority.
  23.412      ///
  23.413 -    /// It returns the minimum priority.
  23.414 -    /// \pre The heap must be nonempty.
  23.415 +    /// This function returns the minimum priority.
  23.416 +    /// \pre The heap must be non-empty.
  23.417      Prio prio() const {
  23.418        const_cast<RadixHeap<ItemIntMap>&>(*this).moveDown();
  23.419 -      return data[boxes[0].first].prio;
  23.420 +      return _data[_boxes[0].first].prio;
  23.421       }
  23.422  
  23.423 -    /// \brief Deletes the item with minimum priority.
  23.424 +    /// \brief Remove the item having minimum priority.
  23.425      ///
  23.426 -    /// This method deletes the item with minimum priority.
  23.427 +    /// This function removes the item having minimum priority.
  23.428      /// \pre The heap must be non-empty.
  23.429      void pop() {
  23.430        moveDown();
  23.431 -      int index = boxes[0].first;
  23.432 -      _iim[data[index].item] = POST_HEAP;
  23.433 +      int index = _boxes[0].first;
  23.434 +      _iim[_data[index].item] = POST_HEAP;
  23.435        remove(index);
  23.436 -      relocate_last(index);
  23.437 +      relocateLast(index);
  23.438      }
  23.439  
  23.440 -    /// \brief Deletes \c i from the heap.
  23.441 +    /// \brief Remove the given item from the heap.
  23.442      ///
  23.443 -    /// This method deletes item \c i from the heap, if \c i was
  23.444 -    /// already stored in the heap.
  23.445 -    /// \param i The item to erase.
  23.446 +    /// This function removes the given item from the heap if it is
  23.447 +    /// already stored.
  23.448 +    /// \param i The item to delete.
  23.449 +    /// \pre \e i must be in the heap.
  23.450      void erase(const Item &i) {
  23.451        int index = _iim[i];
  23.452        _iim[i] = POST_HEAP;
  23.453        remove(index);
  23.454 -      relocate_last(index);
  23.455 +      relocateLast(index);
  23.456     }
  23.457  
  23.458 -    /// \brief Returns the priority of \c i.
  23.459 +    /// \brief The priority of the given item.
  23.460      ///
  23.461 -    /// This function returns the priority of item \c i.
  23.462 -    /// \pre \c i must be in the heap.
  23.463 +    /// This function returns the priority of the given item.
  23.464      /// \param i The item.
  23.465 +    /// \pre \e i must be in the heap.
  23.466      Prio operator[](const Item &i) const {
  23.467        int idx = _iim[i];
  23.468 -      return data[idx].prio;
  23.469 +      return _data[idx].prio;
  23.470      }
  23.471  
  23.472 -    /// \brief \c i gets to the heap with priority \c p independently
  23.473 -    /// if \c i was already there.
  23.474 +    /// \brief Set the priority of an item or insert it, if it is
  23.475 +    /// not stored in the heap.
  23.476      ///
  23.477 -    /// This method calls \ref push(\c i, \c p) if \c i is not stored
  23.478 -    /// in the heap and sets the priority of \c i to \c p otherwise.
  23.479 -    /// It may throw an \e UnderFlowPriorityException.
  23.480 +    /// This method sets the priority of the given item if it is
  23.481 +    /// already stored in the heap. Otherwise it inserts the given
  23.482 +    /// item into the heap with the given priority.
  23.483      /// \param i The item.
  23.484      /// \param p The priority.
  23.485 +    /// \pre \e i must be in the heap.
  23.486 +    /// \warning This method may throw an \c UnderFlowPriorityException.
  23.487      void set(const Item &i, const Prio &p) {
  23.488        int idx = _iim[i];
  23.489        if( idx < 0 ) {
  23.490          push(i, p);
  23.491        }
  23.492 -      else if( p >= data[idx].prio ) {
  23.493 -        data[idx].prio = p;
  23.494 -        bubble_up(idx);
  23.495 +      else if( p >= _data[idx].prio ) {
  23.496 +        _data[idx].prio = p;
  23.497 +        bubbleUp(idx);
  23.498        } else {
  23.499 -        data[idx].prio = p;
  23.500 -        bubble_down(idx);
  23.501 +        _data[idx].prio = p;
  23.502 +        bubbleDown(idx);
  23.503        }
  23.504      }
  23.505  
  23.506 -
  23.507 -    /// \brief Decreases the priority of \c i to \c p.
  23.508 +    /// \brief Decrease the priority of an item to the given value.
  23.509      ///
  23.510 -    /// This method decreases the priority of item \c i to \c p.
  23.511 -    /// \pre \c i must be stored in the heap with priority at least \c p, and
  23.512 -    /// \c should be greater or equal to the last removed item's priority.
  23.513 +    /// This function decreases the priority of an item to the given value.
  23.514      /// \param i The item.
  23.515      /// \param p The priority.
  23.516 +    /// \pre \e i must be stored in the heap with priority at least \e p.
  23.517 +    /// \warning This method may throw an \c UnderFlowPriorityException.
  23.518      void decrease(const Item &i, const Prio &p) {
  23.519        int idx = _iim[i];
  23.520 -      data[idx].prio = p;
  23.521 -      bubble_down(idx);
  23.522 +      _data[idx].prio = p;
  23.523 +      bubbleDown(idx);
  23.524      }
  23.525  
  23.526 -    /// \brief Increases the priority of \c i to \c p.
  23.527 +    /// \brief Increase the priority of an item to the given value.
  23.528      ///
  23.529 -    /// This method sets the priority of item \c i to \c p.
  23.530 -    /// \pre \c i must be stored in the heap with priority at most \c p
  23.531 +    /// This function increases the priority of an item to the given value.
  23.532      /// \param i The item.
  23.533      /// \param p The priority.
  23.534 +    /// \pre \e i must be stored in the heap with priority at most \e p.
  23.535      void increase(const Item &i, const Prio &p) {
  23.536        int idx = _iim[i];
  23.537 -      data[idx].prio = p;
  23.538 -      bubble_up(idx);
  23.539 +      _data[idx].prio = p;
  23.540 +      bubbleUp(idx);
  23.541      }
  23.542  
  23.543 -    /// \brief Returns if \c item is in, has already been in, or has
  23.544 -    /// never been in the heap.
  23.545 +    /// \brief Return the state of an item.
  23.546      ///
  23.547 -    /// This method returns PRE_HEAP if \c item has never been in the
  23.548 -    /// heap, IN_HEAP if it is in the heap at the moment, and POST_HEAP
  23.549 -    /// otherwise. In the latter case it is possible that \c item will
  23.550 -    /// get back to the heap again.
  23.551 +    /// This method returns \c PRE_HEAP if the given item has never
  23.552 +    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
  23.553 +    /// and \c POST_HEAP otherwise.
  23.554 +    /// In the latter case it is possible that the item will get back
  23.555 +    /// to the heap again.
  23.556      /// \param i The item.
  23.557      State state(const Item &i) const {
  23.558        int s = _iim[i];
  23.559 @@ -405,11 +410,11 @@
  23.560        return State(s);
  23.561      }
  23.562  
  23.563 -    /// \brief Sets the state of the \c item in the heap.
  23.564 +    /// \brief Set the state of an item in the heap.
  23.565      ///
  23.566 -    /// Sets the state of the \c item in the heap. It can be used to
  23.567 -    /// manually clear the heap when it is important to achive the
  23.568 -    /// better time complexity.
  23.569 +    /// This function sets the state of the given item in the heap.
  23.570 +    /// It can be used to manually clear the heap when it is important
  23.571 +    /// to achive better time complexity.
  23.572      /// \param i The item.
  23.573      /// \param st The state. It should not be \c IN_HEAP.
  23.574      void state(const Item& i, State st) {
    24.1 --- a/test/CMakeLists.txt	Thu Aug 20 20:34:30 2009 +0200
    24.2 +++ b/test/CMakeLists.txt	Fri Sep 25 09:33:09 2009 +0200
    24.3 @@ -9,6 +9,7 @@
    24.4  
    24.5  SET(TESTS
    24.6    adaptors_test
    24.7 +  bellman_ford_test
    24.8    bfs_test
    24.9    circulation_test
   24.10    connectivity_test
    25.1 --- a/test/Makefile.am	Thu Aug 20 20:34:30 2009 +0200
    25.2 +++ b/test/Makefile.am	Fri Sep 25 09:33:09 2009 +0200
    25.3 @@ -7,6 +7,7 @@
    25.4  
    25.5  check_PROGRAMS += \
    25.6  	test/adaptors_test \
    25.7 +	test/bellman_ford_test \
    25.8  	test/bfs_test \
    25.9  	test/circulation_test \
   25.10  	test/connectivity_test \
   25.11 @@ -52,6 +53,7 @@
   25.12  XFAIL_TESTS += test/test_tools_fail$(EXEEXT)
   25.13  
   25.14  test_adaptors_test_SOURCES = test/adaptors_test.cc
   25.15 +test_bellman_ford_test_SOURCES = test/bellman_ford_test.cc
   25.16  test_bfs_test_SOURCES = test/bfs_test.cc
   25.17  test_circulation_test_SOURCES = test/circulation_test.cc
   25.18  test_counter_test_SOURCES = test/counter_test.cc
    26.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    26.2 +++ b/test/bellman_ford_test.cc	Fri Sep 25 09:33:09 2009 +0200
    26.3 @@ -0,0 +1,283 @@
    26.4 +/* -*- mode: C++; indent-tabs-mode: nil; -*-
    26.5 + *
    26.6 + * This file is a part of LEMON, a generic C++ optimization library.
    26.7 + *
    26.8 + * Copyright (C) 2003-2009
    26.9 + * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
   26.10 + * (Egervary Research Group on Combinatorial Optimization, EGRES).
   26.11 + *
   26.12 + * Permission to use, modify and distribute this software is granted
   26.13 + * provided that this copyright notice appears in all copies. For
   26.14 + * precise terms see the accompanying LICENSE file.
   26.15 + *
   26.16 + * This software is provided "AS IS" with no warranty of any kind,
   26.17 + * express or implied, and with no claim as to its suitability for any
   26.18 + * purpose.
   26.19 + *
   26.20 + */
   26.21 +
   26.22 +#include <lemon/concepts/digraph.h>
   26.23 +#include <lemon/smart_graph.h>
   26.24 +#include <lemon/list_graph.h>
   26.25 +#include <lemon/lgf_reader.h>
   26.26 +#include <lemon/bellman_ford.h>
   26.27 +#include <lemon/path.h>
   26.28 +
   26.29 +#include "graph_test.h"
   26.30 +#include "test_tools.h"
   26.31 +
   26.32 +using namespace lemon;
   26.33 +
   26.34 +char test_lgf[] =
   26.35 +  "@nodes\n"
   26.36 +  "label\n"
   26.37 +  "0\n"
   26.38 +  "1\n"
   26.39 +  "2\n"
   26.40 +  "3\n"
   26.41 +  "4\n"
   26.42 +  "@arcs\n"
   26.43 +  "    length\n"
   26.44 +  "0 1 3\n"
   26.45 +  "1 2 -3\n"
   26.46 +  "1 2 -5\n"
   26.47 +  "1 3 -2\n"
   26.48 +  "0 2 -1\n"
   26.49 +  "1 2 -4\n"
   26.50 +  "0 3 2\n"
   26.51 +  "4 2 -5\n"
   26.52 +  "2 3 1\n"
   26.53 +  "@attributes\n"
   26.54 +  "source 0\n"
   26.55 +  "target 3\n";
   26.56 +
   26.57 +
   26.58 +void checkBellmanFordCompile()
   26.59 +{
   26.60 +  typedef int Value;
   26.61 +  typedef concepts::Digraph Digraph;
   26.62 +  typedef concepts::ReadMap<Digraph::Arc,Value> LengthMap;
   26.63 +  typedef BellmanFord<Digraph, LengthMap> BF;
   26.64 +  typedef Digraph::Node Node;
   26.65 +  typedef Digraph::Arc Arc;
   26.66 +
   26.67 +  Digraph gr;
   26.68 +  Node s, t, n;
   26.69 +  Arc e;
   26.70 +  Value l;
   26.71 +  int k;
   26.72 +  bool b;
   26.73 +  BF::DistMap d(gr);
   26.74 +  BF::PredMap p(gr);
   26.75 +  LengthMap length;
   26.76 +  concepts::Path<Digraph> pp;
   26.77 +
   26.78 +  {
   26.79 +    BF bf_test(gr,length);
   26.80 +    const BF& const_bf_test = bf_test;
   26.81 +
   26.82 +    bf_test.run(s);
   26.83 +    bf_test.run(s,k);
   26.84 +
   26.85 +    bf_test.init();
   26.86 +    bf_test.addSource(s);
   26.87 +    bf_test.addSource(s, 1);
   26.88 +    b = bf_test.processNextRound();
   26.89 +    b = bf_test.processNextWeakRound();
   26.90 +
   26.91 +    bf_test.start();
   26.92 +    bf_test.checkedStart();
   26.93 +    bf_test.limitedStart(k);
   26.94 +
   26.95 +    l  = const_bf_test.dist(t);
   26.96 +    e  = const_bf_test.predArc(t);
   26.97 +    s  = const_bf_test.predNode(t);
   26.98 +    b  = const_bf_test.reached(t);
   26.99 +    d  = const_bf_test.distMap();
  26.100 +    p  = const_bf_test.predMap();
  26.101 +    pp = const_bf_test.path(t);
  26.102 +    
  26.103 +    for (BF::ActiveIt it(const_bf_test); it != INVALID; ++it) {}
  26.104 +  }
  26.105 +  {
  26.106 +    BF::SetPredMap<concepts::ReadWriteMap<Node,Arc> >
  26.107 +      ::SetDistMap<concepts::ReadWriteMap<Node,Value> >
  26.108 +      ::SetOperationTraits<BellmanFordDefaultOperationTraits<Value> >
  26.109 +      ::Create bf_test(gr,length);
  26.110 +
  26.111 +    LengthMap length_map;
  26.112 +    concepts::ReadWriteMap<Node,Arc> pred_map;
  26.113 +    concepts::ReadWriteMap<Node,Value> dist_map;
  26.114 +    
  26.115 +    bf_test
  26.116 +      .lengthMap(length_map)
  26.117 +      .predMap(pred_map)
  26.118 +      .distMap(dist_map);
  26.119 +
  26.120 +    bf_test.run(s);
  26.121 +    bf_test.run(s,k);
  26.122 +
  26.123 +    bf_test.init();
  26.124 +    bf_test.addSource(s);
  26.125 +    bf_test.addSource(s, 1);
  26.126 +    b = bf_test.processNextRound();
  26.127 +    b = bf_test.processNextWeakRound();
  26.128 +
  26.129 +    bf_test.start();
  26.130 +    bf_test.checkedStart();
  26.131 +    bf_test.limitedStart(k);
  26.132 +
  26.133 +    l  = bf_test.dist(t);
  26.134 +    e  = bf_test.predArc(t);
  26.135 +    s  = bf_test.predNode(t);
  26.136 +    b  = bf_test.reached(t);
  26.137 +    pp = bf_test.path(t);
  26.138 +  }
  26.139 +}
  26.140 +
  26.141 +void checkBellmanFordFunctionCompile()
  26.142 +{
  26.143 +  typedef int Value;
  26.144 +  typedef concepts::Digraph Digraph;
  26.145 +  typedef Digraph::Arc Arc;
  26.146 +  typedef Digraph::Node Node;
  26.147 +  typedef concepts::ReadMap<Digraph::Arc,Value> LengthMap;
  26.148 +
  26.149 +  Digraph g;
  26.150 +  bool b;
  26.151 +  bellmanFord(g,LengthMap()).run(Node());
  26.152 +  b = bellmanFord(g,LengthMap()).run(Node(),Node());
  26.153 +  bellmanFord(g,LengthMap())
  26.154 +    .predMap(concepts::ReadWriteMap<Node,Arc>())
  26.155 +    .distMap(concepts::ReadWriteMap<Node,Value>())
  26.156 +    .run(Node());
  26.157 +  b=bellmanFord(g,LengthMap())
  26.158 +    .predMap(concepts::ReadWriteMap<Node,Arc>())
  26.159 +    .distMap(concepts::ReadWriteMap<Node,Value>())
  26.160 +    .path(concepts::Path<Digraph>())
  26.161 +    .dist(Value())
  26.162 +    .run(Node(),Node());
  26.163 +}
  26.164 +
  26.165 +
  26.166 +template <typename Digraph, typename Value>
  26.167 +void checkBellmanFord() {
  26.168 +  TEMPLATE_DIGRAPH_TYPEDEFS(Digraph);
  26.169 +  typedef typename Digraph::template ArcMap<Value> LengthMap;
  26.170 +
  26.171 +  Digraph gr;
  26.172 +  Node s, t;
  26.173 +  LengthMap length(gr);
  26.174 +
  26.175 +  std::istringstream input(test_lgf);
  26.176 +  digraphReader(gr, input).
  26.177 +    arcMap("length", length).
  26.178 +    node("source", s).
  26.179 +    node("target", t).
  26.180 +    run();
  26.181 +
  26.182 +  BellmanFord<Digraph, LengthMap>
  26.183 +    bf(gr, length);
  26.184 +  bf.run(s);
  26.185 +  Path<Digraph> p = bf.path(t);
  26.186 +
  26.187 +  check(bf.reached(t) && bf.dist(t) == -1, "Bellman-Ford found a wrong path.");
  26.188 +  check(p.length() == 3, "path() found a wrong path.");
  26.189 +  check(checkPath(gr, p), "path() found a wrong path.");
  26.190 +  check(pathSource(gr, p) == s, "path() found a wrong path.");
  26.191 +  check(pathTarget(gr, p) == t, "path() found a wrong path.");
  26.192 +  
  26.193 +  ListPath<Digraph> path;
  26.194 +  Value dist;
  26.195 +  bool reached = bellmanFord(gr,length).path(path).dist(dist).run(s,t);
  26.196 +
  26.197 +  check(reached && dist == -1, "Bellman-Ford found a wrong path.");
  26.198 +  check(path.length() == 3, "path() found a wrong path.");
  26.199 +  check(checkPath(gr, path), "path() found a wrong path.");
  26.200 +  check(pathSource(gr, path) == s, "path() found a wrong path.");
  26.201 +  check(pathTarget(gr, path) == t, "path() found a wrong path.");
  26.202 +
  26.203 +  for(ArcIt e(gr); e!=INVALID; ++e) {
  26.204 +    Node u=gr.source(e);
  26.205 +    Node v=gr.target(e);
  26.206 +    check(!bf.reached(u) || (bf.dist(v) - bf.dist(u) <= length[e]),
  26.207 +          "Wrong output. dist(target)-dist(source)-arc_length=" <<
  26.208 +          bf.dist(v) - bf.dist(u) - length[e]);
  26.209 +  }
  26.210 +
  26.211 +  for(NodeIt v(gr); v!=INVALID; ++v) {
  26.212 +    if (bf.reached(v)) {
  26.213 +      check(v==s || bf.predArc(v)!=INVALID, "Wrong tree.");
  26.214 +      if (bf.predArc(v)!=INVALID ) {
  26.215 +        Arc e=bf.predArc(v);
  26.216 +        Node u=gr.source(e);
  26.217 +        check(u==bf.predNode(v),"Wrong tree.");
  26.218 +        check(bf.dist(v) - bf.dist(u) == length[e],
  26.219 +              "Wrong distance! Difference: " <<
  26.220 +              bf.dist(v) - bf.dist(u) - length[e]);
  26.221 +      }
  26.222 +    }
  26.223 +  }
  26.224 +}
  26.225 +
  26.226 +void checkBellmanFordNegativeCycle() {
  26.227 +  DIGRAPH_TYPEDEFS(SmartDigraph);
  26.228 +
  26.229 +  SmartDigraph gr;
  26.230 +  IntArcMap length(gr);
  26.231 +  
  26.232 +  Node n1 = gr.addNode();
  26.233 +  Node n2 = gr.addNode();
  26.234 +  Node n3 = gr.addNode();
  26.235 +  Node n4 = gr.addNode();
  26.236 +  
  26.237 +  Arc a1 = gr.addArc(n1, n2);
  26.238 +  Arc a2 = gr.addArc(n2, n2);
  26.239 +  
  26.240 +  length[a1] = 2;
  26.241 +  length[a2] = -1;
  26.242 +  
  26.243 +  {
  26.244 +    BellmanFord<SmartDigraph, IntArcMap> bf(gr, length);
  26.245 +    bf.run(n1);
  26.246 +    StaticPath<SmartDigraph> p = bf.negativeCycle();
  26.247 +    check(p.length() == 1 && p.front() == p.back() && p.front() == a2,
  26.248 +          "Wrong negative cycle.");
  26.249 +  }
  26.250 + 
  26.251 +  length[a2] = 0;
  26.252 +  
  26.253 +  {
  26.254 +    BellmanFord<SmartDigraph, IntArcMap> bf(gr, length);
  26.255 +    bf.run(n1);
  26.256 +    check(bf.negativeCycle().empty(),
  26.257 +          "Negative cycle should not be found.");
  26.258 +  }
  26.259 +  
  26.260 +  length[gr.addArc(n1, n3)] = 5;
  26.261 +  length[gr.addArc(n4, n3)] = 1;
  26.262 +  length[gr.addArc(n2, n4)] = 2;
  26.263 +  length[gr.addArc(n3, n2)] = -4;
  26.264 +  
  26.265 +  {
  26.266 +    BellmanFord<SmartDigraph, IntArcMap> bf(gr, length);
  26.267 +    bf.init();
  26.268 +    bf.addSource(n1);
  26.269 +    for (int i = 0; i < 4; ++i) {
  26.270 +      check(bf.negativeCycle().empty(),
  26.271 +            "Negative cycle should not be found.");
  26.272 +      bf.processNextRound();
  26.273 +    }
  26.274 +    StaticPath<SmartDigraph> p = bf.negativeCycle();
  26.275 +    check(p.length() == 3, "Wrong negative cycle.");
  26.276 +    check(length[p.nth(0)] + length[p.nth(1)] + length[p.nth(2)] == -1,
  26.277 +          "Wrong negative cycle.");
  26.278 +  }
  26.279 +}
  26.280 +
  26.281 +int main() {
  26.282 +  checkBellmanFord<ListDigraph, int>();
  26.283 +  checkBellmanFord<SmartDigraph, double>();
  26.284 +  checkBellmanFordNegativeCycle();
  26.285 +  return 0;
  26.286 +}
    27.1 --- a/test/circulation_test.cc	Thu Aug 20 20:34:30 2009 +0200
    27.2 +++ b/test/circulation_test.cc	Fri Sep 25 09:33:09 2009 +0200
    27.3 @@ -87,6 +87,11 @@
    27.4      .upperMap(ucap)
    27.5      .supplyMap(supply)
    27.6      .flowMap(flow);
    27.7 +  
    27.8 +  const CirculationType::Elevator& elev = const_circ_test.elevator();
    27.9 +  circ_test.elevator(const_cast<CirculationType::Elevator&>(elev));
   27.10 +  CirculationType::Tolerance tol = const_circ_test.tolerance();
   27.11 +  circ_test.tolerance(tol);
   27.12  
   27.13    circ_test.init();
   27.14    circ_test.greedyInit();
    28.1 --- a/test/heap_test.cc	Thu Aug 20 20:34:30 2009 +0200
    28.2 +++ b/test/heap_test.cc	Fri Sep 25 09:33:09 2009 +0200
    28.3 @@ -25,14 +25,17 @@
    28.4  #include <lemon/concepts/heap.h>
    28.5  
    28.6  #include <lemon/smart_graph.h>
    28.7 -
    28.8  #include <lemon/lgf_reader.h>
    28.9  #include <lemon/dijkstra.h>
   28.10  #include <lemon/maps.h>
   28.11  
   28.12  #include <lemon/bin_heap.h>
   28.13 +#include <lemon/fourary_heap.h>
   28.14 +#include <lemon/kary_heap.h>
   28.15  #include <lemon/fib_heap.h>
   28.16 +#include <lemon/pairing_heap.h>
   28.17  #include <lemon/radix_heap.h>
   28.18 +#include <lemon/binom_heap.h>
   28.19  #include <lemon/bucket_heap.h>
   28.20  
   28.21  #include "test_tools.h"
   28.22 @@ -89,18 +92,16 @@
   28.23  template <typename Heap>
   28.24  void heapSortTest() {
   28.25    RangeMap<int> map(test_len, -1);
   28.26 -
   28.27    Heap heap(map);
   28.28  
   28.29    std::vector<int> v(test_len);
   28.30 -
   28.31    for (int i = 0; i < test_len; ++i) {
   28.32      v[i] = test_seq[i];
   28.33      heap.push(i, v[i]);
   28.34    }
   28.35    std::sort(v.begin(), v.end());
   28.36    for (int i = 0; i < test_len; ++i) {
   28.37 -    check(v[i] == heap.prio() ,"Wrong order in heap sort.");
   28.38 +    check(v[i] == heap.prio(), "Wrong order in heap sort.");
   28.39      heap.pop();
   28.40    }
   28.41  }
   28.42 @@ -112,7 +113,6 @@
   28.43    Heap heap(map);
   28.44  
   28.45    std::vector<int> v(test_len);
   28.46 -
   28.47    for (int i = 0; i < test_len; ++i) {
   28.48      v[i] = test_seq[i];
   28.49      heap.push(i, v[i]);
   28.50 @@ -123,13 +123,11 @@
   28.51    }
   28.52    std::sort(v.begin(), v.end());
   28.53    for (int i = 0; i < test_len; ++i) {
   28.54 -    check(v[i] == heap.prio() ,"Wrong order in heap increase test.");
   28.55 +    check(v[i] == heap.prio(), "Wrong order in heap increase test.");
   28.56      heap.pop();
   28.57    }
   28.58  }
   28.59  
   28.60 -
   28.61 -
   28.62  template <typename Heap>
   28.63  void dijkstraHeapTest(const Digraph& digraph, const IntArcMap& length,
   28.64                        Node source) {
   28.65 @@ -144,7 +142,7 @@
   28.66      Node t = digraph.target(a);
   28.67      if (dijkstra.reached(s)) {
   28.68        check( dijkstra.dist(t) - dijkstra.dist(s) <= length[a],
   28.69 -             "Error in a shortest path tree!");
   28.70 +             "Error in shortest path tree.");
   28.71      }
   28.72    }
   28.73  
   28.74 @@ -153,7 +151,7 @@
   28.75        Arc a = dijkstra.predArc(n);
   28.76        Node s = digraph.source(a);
   28.77        check( dijkstra.dist(n) - dijkstra.dist(s) == length[a],
   28.78 -             "Error in a shortest path tree!");
   28.79 +             "Error in shortest path tree.");
   28.80      }
   28.81    }
   28.82  
   28.83 @@ -175,6 +173,7 @@
   28.84      node("source", source).
   28.85      run();
   28.86  
   28.87 +  // BinHeap
   28.88    {
   28.89      typedef BinHeap<Prio, ItemIntMap> IntHeap;
   28.90      checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
   28.91 @@ -186,6 +185,31 @@
   28.92      dijkstraHeapTest<NodeHeap>(digraph, length, source);
   28.93    }
   28.94  
   28.95 +  // FouraryHeap
   28.96 +  {
   28.97 +    typedef FouraryHeap<Prio, ItemIntMap> IntHeap;
   28.98 +    checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
   28.99 +    heapSortTest<IntHeap>();
  28.100 +    heapIncreaseTest<IntHeap>();
  28.101 +
  28.102 +    typedef FouraryHeap<Prio, IntNodeMap > NodeHeap;
  28.103 +    checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
  28.104 +    dijkstraHeapTest<NodeHeap>(digraph, length, source);
  28.105 +  }
  28.106 +
  28.107 +  // KaryHeap
  28.108 +  {
  28.109 +    typedef KaryHeap<Prio, ItemIntMap> IntHeap;
  28.110 +    checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
  28.111 +    heapSortTest<IntHeap>();
  28.112 +    heapIncreaseTest<IntHeap>();
  28.113 +
  28.114 +    typedef KaryHeap<Prio, IntNodeMap > NodeHeap;
  28.115 +    checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
  28.116 +    dijkstraHeapTest<NodeHeap>(digraph, length, source);
  28.117 +  }
  28.118 +
  28.119 +  // FibHeap
  28.120    {
  28.121      typedef FibHeap<Prio, ItemIntMap> IntHeap;
  28.122      checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
  28.123 @@ -197,6 +221,19 @@
  28.124      dijkstraHeapTest<NodeHeap>(digraph, length, source);
  28.125    }
  28.126  
  28.127 +  // PairingHeap
  28.128 +  {
  28.129 +    typedef PairingHeap<Prio, ItemIntMap> IntHeap;
  28.130 +    checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
  28.131 +    heapSortTest<IntHeap>();
  28.132 +    heapIncreaseTest<IntHeap>();
  28.133 +
  28.134 +    typedef PairingHeap<Prio, IntNodeMap > NodeHeap;
  28.135 +    checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
  28.136 +    dijkstraHeapTest<NodeHeap>(digraph, length, source);
  28.137 +  }
  28.138 +
  28.139 +  // RadixHeap
  28.140    {
  28.141      typedef RadixHeap<ItemIntMap> IntHeap;
  28.142      checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
  28.143 @@ -208,6 +245,19 @@
  28.144      dijkstraHeapTest<NodeHeap>(digraph, length, source);
  28.145    }
  28.146  
  28.147 +  // BinomHeap
  28.148 +  {
  28.149 +    typedef BinomHeap<Prio, ItemIntMap> IntHeap;
  28.150 +    checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
  28.151 +    heapSortTest<IntHeap>();
  28.152 +    heapIncreaseTest<IntHeap>();
  28.153 +
  28.154 +    typedef BinomHeap<Prio, IntNodeMap > NodeHeap;
  28.155 +    checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
  28.156 +    dijkstraHeapTest<NodeHeap>(digraph, length, source);
  28.157 +  }
  28.158 +
  28.159 +  // BucketHeap, SimpleBucketHeap
  28.160    {
  28.161      typedef BucketHeap<ItemIntMap> IntHeap;
  28.162      checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
  28.163 @@ -217,8 +267,10 @@
  28.164      typedef BucketHeap<IntNodeMap > NodeHeap;
  28.165      checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
  28.166      dijkstraHeapTest<NodeHeap>(digraph, length, source);
  28.167 +
  28.168 +    typedef SimpleBucketHeap<ItemIntMap> SimpleIntHeap;
  28.169 +    heapSortTest<SimpleIntHeap>();
  28.170    }
  28.171  
  28.172 -
  28.173    return 0;
  28.174  }
    29.1 --- a/test/maps_test.cc	Thu Aug 20 20:34:30 2009 +0200
    29.2 +++ b/test/maps_test.cc	Fri Sep 25 09:33:09 2009 +0200
    29.3 @@ -22,6 +22,7 @@
    29.4  #include <lemon/concept_check.h>
    29.5  #include <lemon/concepts/maps.h>
    29.6  #include <lemon/maps.h>
    29.7 +#include <lemon/smart_graph.h>
    29.8  
    29.9  #include "test_tools.h"
   29.10  
   29.11 @@ -349,5 +350,226 @@
   29.12        check(v1[i++] == *it, "Something is wrong with LoggerBoolMap");
   29.13    }
   29.14  
   29.15 +  // CrossRefMap
   29.16 +  {
   29.17 +    typedef SmartDigraph Graph;
   29.18 +    DIGRAPH_TYPEDEFS(Graph);
   29.19 +
   29.20 +    checkConcept<ReadWriteMap<Node, int>,
   29.21 +                 CrossRefMap<Graph, Node, int> >();
   29.22 +    
   29.23 +    Graph gr;
   29.24 +    typedef CrossRefMap<Graph, Node, char> CRMap;
   29.25 +    typedef CRMap::ValueIterator ValueIt;
   29.26 +    CRMap map(gr);
   29.27 +    
   29.28 +    Node n0 = gr.addNode();
   29.29 +    Node n1 = gr.addNode();
   29.30 +    Node n2 = gr.addNode();
   29.31 +    
   29.32 +    map.set(n0, 'A');
   29.33 +    map.set(n1, 'B');
   29.34 +    map.set(n2, 'C');
   29.35 +    map.set(n2, 'A');
   29.36 +    map.set(n0, 'C');
   29.37 +
   29.38 +    check(map[n0] == 'C' && map[n1] == 'B' && map[n2] == 'A',
   29.39 +          "Wrong CrossRefMap");
   29.40 +    check(map('A') == n2 && map.inverse()['A'] == n2, "Wrong CrossRefMap");
   29.41 +    check(map('B') == n1 && map.inverse()['B'] == n1, "Wrong CrossRefMap");
   29.42 +    check(map('C') == n0 && map.inverse()['C'] == n0, "Wrong CrossRefMap");
   29.43 +
   29.44 +    ValueIt it = map.beginValue();
   29.45 +    check(*it++ == 'A' && *it++ == 'B' && *it++ == 'C' &&
   29.46 +          it == map.endValue(), "Wrong value iterator");
   29.47 +  }
   29.48 +  
   29.49 +  // Iterable bool map
   29.50 +  {
   29.51 +    typedef SmartGraph Graph;
   29.52 +    typedef SmartGraph::Node Item;
   29.53 +
   29.54 +    typedef IterableBoolMap<SmartGraph, SmartGraph::Node> Ibm;
   29.55 +    checkConcept<ReferenceMap<Item, bool, bool&, const bool&>, Ibm>();
   29.56 +
   29.57 +    const int num = 10;
   29.58 +    Graph g;
   29.59 +    std::vector<Item> items;
   29.60 +    for (int i = 0; i < num; ++i) {
   29.61 +      items.push_back(g.addNode());
   29.62 +    }
   29.63 +
   29.64 +    Ibm map1(g, true);
   29.65 +    int n = 0;
   29.66 +    for (Ibm::TrueIt it(map1); it != INVALID; ++it) {
   29.67 +      check(map1[static_cast<Item>(it)], "Wrong TrueIt");
   29.68 +      ++n;
   29.69 +    }
   29.70 +    check(n == num, "Wrong number");
   29.71 +
   29.72 +    n = 0;
   29.73 +    for (Ibm::ItemIt it(map1, true); it != INVALID; ++it) {
   29.74 +        check(map1[static_cast<Item>(it)], "Wrong ItemIt for true");
   29.75 +        ++n;
   29.76 +    }
   29.77 +    check(n == num, "Wrong number");
   29.78 +    check(Ibm::FalseIt(map1) == INVALID, "Wrong FalseIt");
   29.79 +    check(Ibm::ItemIt(map1, false) == INVALID, "Wrong ItemIt for false");
   29.80 +
   29.81 +    map1[items[5]] = true;
   29.82 +
   29.83 +    n = 0;
   29.84 +    for (Ibm::ItemIt it(map1, true); it != INVALID; ++it) {
   29.85 +        check(map1[static_cast<Item>(it)], "Wrong ItemIt for true");
   29.86 +        ++n;
   29.87 +    }
   29.88 +    check(n == num, "Wrong number");
   29.89 +
   29.90 +    map1[items[num / 2]] = false;
   29.91 +    check(map1[items[num / 2]] == false, "Wrong map value");
   29.92 +
   29.93 +    n = 0;
   29.94 +    for (Ibm::TrueIt it(map1); it != INVALID; ++it) {
   29.95 +        check(map1[static_cast<Item>(it)], "Wrong TrueIt for true");
   29.96 +        ++n;
   29.97 +    }
   29.98 +    check(n == num - 1, "Wrong number");
   29.99 +
  29.100 +    n = 0;
  29.101 +    for (Ibm::FalseIt it(map1); it != INVALID; ++it) {
  29.102 +        check(!map1[static_cast<Item>(it)], "Wrong FalseIt for true");
  29.103 +        ++n;
  29.104 +    }
  29.105 +    check(n == 1, "Wrong number");
  29.106 +
  29.107 +    map1[items[0]] = false;
  29.108 +    check(map1[items[0]] == false, "Wrong map value");
  29.109 +
  29.110 +    map1[items[num - 1]] = false;
  29.111 +    check(map1[items[num - 1]] == false, "Wrong map value");
  29.112 +
  29.113 +    n = 0;
  29.114 +    for (Ibm::TrueIt it(map1); it != INVALID; ++it) {
  29.115 +        check(map1[static_cast<Item>(it)], "Wrong TrueIt for true");
  29.116 +        ++n;
  29.117 +    }
  29.118 +    check(n == num - 3, "Wrong number");
  29.119 +    check(map1.trueNum() == num - 3, "Wrong number");
  29.120 +
  29.121 +    n = 0;
  29.122 +    for (Ibm::FalseIt it(map1); it != INVALID; ++it) {
  29.123 +        check(!map1[static_cast<Item>(it)], "Wrong FalseIt for true");
  29.124 +        ++n;
  29.125 +    }
  29.126 +    check(n == 3, "Wrong number");
  29.127 +    check(map1.falseNum() == 3, "Wrong number");
  29.128 +  }
  29.129 +
  29.130 +  // Iterable int map
  29.131 +  {
  29.132 +    typedef SmartGraph Graph;
  29.133 +    typedef SmartGraph::Node Item;
  29.134 +    typedef IterableIntMap<SmartGraph, SmartGraph::Node> Iim;
  29.135 +
  29.136 +    checkConcept<ReferenceMap<Item, int, int&, const int&>, Iim>();
  29.137 +
  29.138 +    const int num = 10;
  29.139 +    Graph g;
  29.140 +    std::vector<Item> items;
  29.141 +    for (int i = 0; i < num; ++i) {
  29.142 +      items.push_back(g.addNode());
  29.143 +    }
  29.144 +
  29.145 +    Iim map1(g);
  29.146 +    check(map1.size() == 0, "Wrong size");
  29.147 +
  29.148 +    for (int i = 0; i < num; ++i) {
  29.149 +      map1[items[i]] = i;
  29.150 +    }
  29.151 +    check(map1.size() == num, "Wrong size");
  29.152 +
  29.153 +    for (int i = 0; i < num; ++i) {
  29.154 +      Iim::ItemIt it(map1, i);
  29.155 +      check(static_cast<Item>(it) == items[i], "Wrong value");
  29.156 +      ++it;
  29.157 +      check(static_cast<Item>(it) == INVALID, "Wrong value");
  29.158 +    }
  29.159 +
  29.160 +    for (int i = 0; i < num; ++i) {
  29.161 +      map1[items[i]] = i % 2;
  29.162 +    }
  29.163 +    check(map1.size() == 2, "Wrong size");
  29.164 +
  29.165 +    int n = 0;
  29.166 +    for (Iim::ItemIt it(map1, 0); it != INVALID; ++it) {
  29.167 +      check(map1[static_cast<Item>(it)] == 0, "Wrong value");
  29.168 +      ++n;
  29.169 +    }
  29.170 +    check(n == (num + 1) / 2, "Wrong number");
  29.171 +
  29.172 +    for (Iim::ItemIt it(map1, 1); it != INVALID; ++it) {
  29.173 +      check(map1[static_cast<Item>(it)] == 1, "Wrong value");
  29.174 +      ++n;
  29.175 +    }
  29.176 +    check(n == num, "Wrong number");
  29.177 +
  29.178 +  }
  29.179 +
  29.180 +  // Iterable value map
  29.181 +  {
  29.182 +    typedef SmartGraph Graph;
  29.183 +    typedef SmartGraph::Node Item;
  29.184 +    typedef IterableValueMap<SmartGraph, SmartGraph::Node, double> Ivm;
  29.185 +
  29.186 +    checkConcept<ReadWriteMap<Item, double>, Ivm>();
  29.187 +
  29.188 +    const int num = 10;
  29.189 +    Graph g;
  29.190 +    std::vector<Item> items;
  29.191 +    for (int i = 0; i < num; ++i) {
  29.192 +      items.push_back(g.addNode());
  29.193 +    }
  29.194 +
  29.195 +    Ivm map1(g, 0.0);
  29.196 +    check(distance(map1.beginValue(), map1.endValue()) == 1, "Wrong size");
  29.197 +    check(*map1.beginValue() == 0.0, "Wrong value");
  29.198 +
  29.199 +    for (int i = 0; i < num; ++i) {
  29.200 +      map1.set(items[i], static_cast<double>(i));
  29.201 +    }
  29.202 +    check(distance(map1.beginValue(), map1.endValue()) == num, "Wrong size");
  29.203 +
  29.204 +    for (int i = 0; i < num; ++i) {
  29.205 +      Ivm::ItemIt it(map1, static_cast<double>(i));
  29.206 +      check(static_cast<Item>(it) == items[i], "Wrong value");
  29.207 +      ++it;
  29.208 +      check(static_cast<Item>(it) == INVALID, "Wrong value");
  29.209 +    }
  29.210 +
  29.211 +    for (Ivm::ValueIterator vit = map1.beginValue();
  29.212 +         vit != map1.endValue(); ++vit) {
  29.213 +      check(map1[static_cast<Item>(Ivm::ItemIt(map1, *vit))] == *vit,
  29.214 +            "Wrong ValueIterator");
  29.215 +    }
  29.216 +
  29.217 +    for (int i = 0; i < num; ++i) {
  29.218 +      map1.set(items[i], static_cast<double>(i % 2));
  29.219 +    }
  29.220 +    check(distance(map1.beginValue(), map1.endValue()) == 2, "Wrong size");
  29.221 +
  29.222 +    int n = 0;
  29.223 +    for (Ivm::ItemIt it(map1, 0.0); it != INVALID; ++it) {
  29.224 +      check(map1[static_cast<Item>(it)] == 0.0, "Wrong value");
  29.225 +      ++n;
  29.226 +    }
  29.227 +    check(n == (num + 1) / 2, "Wrong number");
  29.228 +
  29.229 +    for (Ivm::ItemIt it(map1, 1.0); it != INVALID; ++it) {
  29.230 +      check(map1[static_cast<Item>(it)] == 1.0, "Wrong value");
  29.231 +      ++n;
  29.232 +    }
  29.233 +    check(n == num, "Wrong number");
  29.234 +
  29.235 +  }
  29.236    return 0;
  29.237  }
    30.1 --- a/test/preflow_test.cc	Thu Aug 20 20:34:30 2009 +0200
    30.2 +++ b/test/preflow_test.cc	Fri Sep 25 09:33:09 2009 +0200
    30.3 @@ -94,6 +94,11 @@
    30.4              ::Create PreflowType;
    30.5    PreflowType preflow_test(g, cap, n, n);
    30.6    const PreflowType& const_preflow_test = preflow_test;
    30.7 +  
    30.8 +  const PreflowType::Elevator& elev = const_preflow_test.elevator();
    30.9 +  preflow_test.elevator(const_cast<PreflowType::Elevator&>(elev));
   30.10 +  PreflowType::Tolerance tol = const_preflow_test.tolerance();
   30.11 +  preflow_test.tolerance(tol);
   30.12  
   30.13    preflow_test
   30.14      .capacityMap(cap)
    31.1 --- a/tools/lemon-0.x-to-1.x.sh	Thu Aug 20 20:34:30 2009 +0200
    31.2 +++ b/tools/lemon-0.x-to-1.x.sh	Fri Sep 25 09:33:09 2009 +0200
    31.3 @@ -35,10 +35,10 @@
    31.4          -e "s/IncEdgeIt/_In_cEd_geIt_label_/g"\
    31.5          -e "s/Edge\>/_Ar_c_label_/g"\
    31.6          -e "s/\<edge\>/_ar_c_label_/g"\
    31.7 -        -e "s/_edge\>/_ar_c_label_/g"\
    31.8 +        -e "s/_edge\>/__ar_c_label_/g"\
    31.9          -e "s/Edges\>/_Ar_c_label_s/g"\
   31.10          -e "s/\<edges\>/_ar_c_label_s/g"\
   31.11 -        -e "s/_edges\>/_ar_c_label_s/g"\
   31.12 +        -e "s/_edges\>/__ar_c_label_s/g"\
   31.13          -e "s/\([Ee]\)dge\([a-z]\)/_\1d_ge_label_\2/g"\
   31.14          -e "s/\([a-z]\)edge/\1_ed_ge_label_/g"\
   31.15          -e "s/Edge/_Ar_c_label_/g"\
   31.16 @@ -68,6 +68,11 @@
   31.17          -e "s/_blu_e_label_/blue/g"\
   31.18          -e "s/_GR_APH_TY_PEDE_FS_label_/GRAPH_TYPEDEFS/g"\
   31.19          -e "s/_DIGR_APH_TY_PEDE_FS_label_/DIGRAPH_TYPEDEFS/g"\
   31.20 +        -e "s/\<digraph_adaptor\.h\>/adaptors.h/g"\
   31.21 +        -e "s/\<digraph_utils\.h\>/core.h/g"\
   31.22 +        -e "s/\<digraph_reader\.h\>/lgf_reader.h/g"\
   31.23 +        -e "s/\<digraph_writer\.h\>/lgf_writer.h/g"\
   31.24 +        -e "s/\<topology\.h\>/connectivity.h/g"\
   31.25          -e "s/DigraphToEps/GraphToEps/g"\
   31.26          -e "s/digraphToEps/graphToEps/g"\
   31.27          -e "s/\<DefPredMap\>/SetPredMap/g"\