# HG changeset patch
# User Alpar Juttner <alpar@cs.elte.hu>
# Date 1251705803 -7200
# Node ID 5d313b76f323292c62b5e512251bf469bff5e3e6
# Parent  6f7c1052d260edc809f43dc55cccd63e33f01800# Parent  3887d6f994d7468f03e51eb8d7ead0683421793a
Merge

diff -r 6f7c1052d260 -r 5d313b76f323 lemon/Makefile.am
--- a/lemon/Makefile.am	Mon Aug 31 08:32:25 2009 +0200
+++ b/lemon/Makefile.am	Mon Aug 31 10:03:23 2009 +0200
@@ -60,6 +60,7 @@
 	lemon/bellman_ford.h \
 	lemon/bfs.h \
 	lemon/bin_heap.h \
+	lemon/binom_heap.h \
 	lemon/bucket_heap.h \
 	lemon/cbc.h \
 	lemon/circulation.h \
@@ -79,12 +80,14 @@
 	lemon/error.h \
 	lemon/euler.h \
 	lemon/fib_heap.h \
+	lemon/fourary_heap.h \
 	lemon/full_graph.h \
 	lemon/glpk.h \
 	lemon/gomory_hu.h \
 	lemon/graph_to_eps.h \
 	lemon/grid_graph.h \
 	lemon/hypercube_graph.h \
+	lemon/kary_heap.h \
 	lemon/kruskal.h \
 	lemon/hao_orlin.h \
 	lemon/lgf_reader.h \
@@ -99,6 +102,7 @@
 	lemon/min_cost_arborescence.h \
 	lemon/nauty_reader.h \
 	lemon/network_simplex.h \
+	lemon/pairing_heap.h \
 	lemon/path.h \
 	lemon/preflow.h \
 	lemon/radix_heap.h \
diff -r 6f7c1052d260 -r 5d313b76f323 lemon/binom_heap.h
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/lemon/binom_heap.h	Mon Aug 31 10:03:23 2009 +0200
@@ -0,0 +1,445 @@
+/* -*- mode: C++; indent-tabs-mode: nil; -*-
+ *
+ * This file is a part of LEMON, a generic C++ optimization library.
+ *
+ * Copyright (C) 2003-2009
+ * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
+ * (Egervary Research Group on Combinatorial Optimization, EGRES).
+ *
+ * Permission to use, modify and distribute this software is granted
+ * provided that this copyright notice appears in all copies. For
+ * precise terms see the accompanying LICENSE file.
+ *
+ * This software is provided "AS IS" with no warranty of any kind,
+ * express or implied, and with no claim as to its suitability for any
+ * purpose.
+ *
+ */
+
+#ifndef LEMON_BINOM_HEAP_H
+#define LEMON_BINOM_HEAP_H
+
+///\file
+///\ingroup heaps
+///\brief Binomial Heap implementation.
+
+#include <vector>
+#include <utility>
+#include <functional>
+#include <lemon/math.h>
+#include <lemon/counter.h>
+
+namespace lemon {
+
+  /// \ingroup heaps
+  ///
+  ///\brief Binomial heap data structure.
+  ///
+  /// This class implements the \e binomial \e heap data structure.
+  /// It fully conforms to the \ref concepts::Heap "heap concept".
+  ///
+  /// The methods \ref increase() and \ref erase() are not efficient
+  /// in a binomial heap. In case of many calls of these operations,
+  /// it is better to use other heap structure, e.g. \ref BinHeap
+  /// "binary heap".
+  ///
+  /// \tparam PR Type of the priorities of the items.
+  /// \tparam IM A read-writable item map with \c int values, used
+  /// internally to handle the cross references.
+  /// \tparam CMP A functor class for comparing the priorities.
+  /// The default is \c std::less<PR>.
+#ifdef DOXYGEN
+  template <typename PR, typename IM, typename CMP>
+#else
+  template <typename PR, typename IM, typename CMP = std::less<PR> >
+#endif
+  class BinomHeap {
+  public:
+    /// Type of the item-int map.
+    typedef IM ItemIntMap;
+    /// Type of the priorities.
+    typedef PR Prio;
+    /// Type of the items stored in the heap.
+    typedef typename ItemIntMap::Key Item;
+    /// Functor type for comparing the priorities.
+    typedef CMP Compare;
+
+    /// \brief Type to represent the states of the items.
+    ///
+    /// Each item has a state associated to it. It can be "in heap",
+    /// "pre-heap" or "post-heap". The latter two are indifferent from the
+    /// heap's point of view, but may be useful to the user.
+    ///
+    /// The item-int map must be initialized in such way that it assigns
+    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
+    enum State {
+      IN_HEAP = 0,    ///< = 0.
+      PRE_HEAP = -1,  ///< = -1.
+      POST_HEAP = -2  ///< = -2.
+    };
+
+  private:
+    class Store;
+
+    std::vector<Store> _data;
+    int _min, _head;
+    ItemIntMap &_iim;
+    Compare _comp;
+    int _num_items;
+
+  public:
+    /// \brief Constructor.
+    ///
+    /// Constructor.
+    /// \param map A map that assigns \c int values to the items.
+    /// It is used internally to handle the cross references.
+    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
+    explicit BinomHeap(ItemIntMap &map)
+      : _min(0), _head(-1), _iim(map), _num_items(0) {}
+
+    /// \brief Constructor.
+    ///
+    /// Constructor.
+    /// \param map A map that assigns \c int values to the items.
+    /// It is used internally to handle the cross references.
+    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
+    /// \param comp The function object used for comparing the priorities.
+    BinomHeap(ItemIntMap &map, const Compare &comp)
+      : _min(0), _head(-1), _iim(map), _comp(comp), _num_items(0) {}
+
+    /// \brief The number of items stored in the heap.
+    ///
+    /// This function returns the number of items stored in the heap.
+    int size() const { return _num_items; }
+
+    /// \brief Check if the heap is empty.
+    ///
+    /// This function returns \c true if the heap is empty.
+    bool empty() const { return _num_items==0; }
+
+    /// \brief Make the heap empty.
+    ///
+    /// This functon makes the heap empty.
+    /// It does not change the cross reference map. If you want to reuse
+    /// a heap that is not surely empty, you should first clear it and
+    /// then you should set the cross reference map to \c PRE_HEAP
+    /// for each item.
+    void clear() {
+      _data.clear(); _min=0; _num_items=0; _head=-1;
+    }
+
+    /// \brief Set the priority of an item or insert it, if it is
+    /// not stored in the heap.
+    ///
+    /// This method sets the priority of the given item if it is
+    /// already stored in the heap. Otherwise it inserts the given
+    /// item into the heap with the given priority.
+    /// \param item The item.
+    /// \param value The priority.
+    void set (const Item& item, const Prio& value) {
+      int i=_iim[item];
+      if ( i >= 0 && _data[i].in ) {
+        if ( _comp(value, _data[i].prio) ) decrease(item, value);
+        if ( _comp(_data[i].prio, value) ) increase(item, value);
+      } else push(item, value);
+    }
+
+    /// \brief Insert an item into the heap with the given priority.
+    ///
+    /// This function inserts the given item into the heap with the
+    /// given priority.
+    /// \param item The item to insert.
+    /// \param value The priority of the item.
+    /// \pre \e item must not be stored in the heap.
+    void push (const Item& item, const Prio& value) {
+      int i=_iim[item];
+      if ( i<0 ) {
+        int s=_data.size();
+        _iim.set( item,s );
+        Store st;
+        st.name=item;
+        st.prio=value;
+        _data.push_back(st);
+        i=s;
+      }
+      else {
+        _data[i].parent=_data[i].right_neighbor=_data[i].child=-1;
+        _data[i].degree=0;
+        _data[i].in=true;
+        _data[i].prio=value;
+      }
+
+      if( 0==_num_items ) {
+        _head=i;
+        _min=i;
+      } else {
+        merge(i);
+        if( _comp(_data[i].prio, _data[_min].prio) ) _min=i;
+      }
+      ++_num_items;
+    }
+
+    /// \brief Return the item having minimum priority.
+    ///
+    /// This function returns the item having minimum priority.
+    /// \pre The heap must be non-empty.
+    Item top() const { return _data[_min].name; }
+
+    /// \brief The minimum priority.
+    ///
+    /// This function returns the minimum priority.
+    /// \pre The heap must be non-empty.
+    Prio prio() const { return _data[_min].prio; }
+
+    /// \brief The priority of the given item.
+    ///
+    /// This function returns the priority of the given item.
+    /// \param item The item.
+    /// \pre \e item must be in the heap.
+    const Prio& operator[](const Item& item) const {
+      return _data[_iim[item]].prio;
+    }
+
+    /// \brief Remove the item having minimum priority.
+    ///
+    /// This function removes the item having minimum priority.
+    /// \pre The heap must be non-empty.
+    void pop() {
+      _data[_min].in=false;
+
+      int head_child=-1;
+      if ( _data[_min].child!=-1 ) {
+        int child=_data[_min].child;
+        int neighb;
+        while( child!=-1 ) {
+          neighb=_data[child].right_neighbor;
+          _data[child].parent=-1;
+          _data[child].right_neighbor=head_child;
+          head_child=child;
+          child=neighb;
+        }
+      }
+
+      if ( _data[_head].right_neighbor==-1 ) {
+        // there was only one root
+        _head=head_child;
+      }
+      else {
+        // there were more roots
+        if( _head!=_min )  { unlace(_min); }
+        else { _head=_data[_head].right_neighbor; }
+        merge(head_child);
+      }
+      _min=findMin();
+      --_num_items;
+    }
+
+    /// \brief Remove the given item from the heap.
+    ///
+    /// This function removes the given item from the heap if it is
+    /// already stored.
+    /// \param item The item to delete.
+    /// \pre \e item must be in the heap.
+    void erase (const Item& item) {
+      int i=_iim[item];
+      if ( i >= 0 && _data[i].in ) {
+        decrease( item, _data[_min].prio-1 );
+        pop();
+      }
+    }
+
+    /// \brief Decrease the priority of an item to the given value.
+    ///
+    /// This function decreases the priority of an item to the given value.
+    /// \param item The item.
+    /// \param value The priority.
+    /// \pre \e item must be stored in the heap with priority at least \e value.
+    void decrease (Item item, const Prio& value) {
+      int i=_iim[item];
+      int p=_data[i].parent;
+      _data[i].prio=value;
+      
+      while( p!=-1 && _comp(value, _data[p].prio) ) {
+        _data[i].name=_data[p].name;
+        _data[i].prio=_data[p].prio;
+        _data[p].name=item;
+        _data[p].prio=value;
+        _iim[_data[i].name]=i;
+        i=p;
+        p=_data[p].parent;
+      }
+      _iim[item]=i;
+      if ( _comp(value, _data[_min].prio) ) _min=i;
+    }
+
+    /// \brief Increase the priority of an item to the given value.
+    ///
+    /// This function increases the priority of an item to the given value.
+    /// \param item The item.
+    /// \param value The priority.
+    /// \pre \e item must be stored in the heap with priority at most \e value.
+    void increase (Item item, const Prio& value) {
+      erase(item);
+      push(item, value);
+    }
+
+    /// \brief Return the state of an item.
+    ///
+    /// This method returns \c PRE_HEAP if the given item has never
+    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
+    /// and \c POST_HEAP otherwise.
+    /// In the latter case it is possible that the item will get back
+    /// to the heap again.
+    /// \param item The item.
+    State state(const Item &item) const {
+      int i=_iim[item];
+      if( i>=0 ) {
+        if ( _data[i].in ) i=0;
+        else i=-2;
+      }
+      return State(i);
+    }
+
+    /// \brief Set the state of an item in the heap.
+    ///
+    /// This function sets the state of the given item in the heap.
+    /// It can be used to manually clear the heap when it is important
+    /// to achive better time complexity.
+    /// \param i The item.
+    /// \param st The state. It should not be \c IN_HEAP.
+    void state(const Item& i, State st) {
+      switch (st) {
+      case POST_HEAP:
+      case PRE_HEAP:
+        if (state(i) == IN_HEAP) {
+          erase(i);
+        }
+        _iim[i] = st;
+        break;
+      case IN_HEAP:
+        break;
+      }
+    }
+
+  private:
+    
+    // Find the minimum of the roots
+    int findMin() {
+      if( _head!=-1 ) {
+        int min_loc=_head, min_val=_data[_head].prio;
+        for( int x=_data[_head].right_neighbor; x!=-1;
+             x=_data[x].right_neighbor ) {
+          if( _comp( _data[x].prio,min_val ) ) {
+            min_val=_data[x].prio;
+            min_loc=x;
+          }
+        }
+        return min_loc;
+      }
+      else return -1;
+    }
+
+    // Merge the heap with another heap starting at the given position
+    void merge(int a) {
+      if( _head==-1 || a==-1 ) return;
+      if( _data[a].right_neighbor==-1 &&
+          _data[a].degree<=_data[_head].degree ) {
+        _data[a].right_neighbor=_head;
+        _head=a;
+      } else {
+        interleave(a);
+      }
+      if( _data[_head].right_neighbor==-1 ) return;
+      
+      int x=_head;
+      int x_prev=-1, x_next=_data[x].right_neighbor;
+      while( x_next!=-1 ) {
+        if( _data[x].degree!=_data[x_next].degree ||
+            ( _data[x_next].right_neighbor!=-1 &&
+              _data[_data[x_next].right_neighbor].degree==_data[x].degree ) ) {
+          x_prev=x;
+          x=x_next;
+        }
+        else {
+          if( _comp(_data[x_next].prio,_data[x].prio) ) {
+            if( x_prev==-1 ) {
+              _head=x_next;
+            } else {
+              _data[x_prev].right_neighbor=x_next;
+            }
+            fuse(x,x_next);
+            x=x_next;
+          }
+          else {
+            _data[x].right_neighbor=_data[x_next].right_neighbor;
+            fuse(x_next,x);
+          }
+        }
+        x_next=_data[x].right_neighbor;
+      }
+    }
+
+    // Interleave the elements of the given list into the list of the roots
+    void interleave(int a) {
+      int p=_head, q=a;
+      int curr=_data.size();
+      _data.push_back(Store());
+      
+      while( p!=-1 || q!=-1 ) {
+        if( q==-1 || ( p!=-1 && _data[p].degree<_data[q].degree ) ) {
+          _data[curr].right_neighbor=p;
+          curr=p;
+          p=_data[p].right_neighbor;
+        }
+        else {
+          _data[curr].right_neighbor=q;
+          curr=q;
+          q=_data[q].right_neighbor;
+        }
+      }
+      
+      _head=_data.back().right_neighbor;
+      _data.pop_back();
+    }
+
+    // Lace node a under node b
+    void fuse(int a, int b) {
+      _data[a].parent=b;
+      _data[a].right_neighbor=_data[b].child;
+      _data[b].child=a;
+
+      ++_data[b].degree;
+    }
+
+    // Unlace node a (if it has siblings)
+    void unlace(int a) {
+      int neighb=_data[a].right_neighbor;
+      int other=_head;
+
+      while( _data[other].right_neighbor!=a )
+        other=_data[other].right_neighbor;
+      _data[other].right_neighbor=neighb;
+    }
+
+  private:
+
+    class Store {
+      friend class BinomHeap;
+
+      Item name;
+      int parent;
+      int right_neighbor;
+      int child;
+      int degree;
+      bool in;
+      Prio prio;
+
+      Store() : parent(-1), right_neighbor(-1), child(-1), degree(0),
+        in(true) {}
+    };
+  };
+
+} //namespace lemon
+
+#endif //LEMON_BINOM_HEAP_H
+
diff -r 6f7c1052d260 -r 5d313b76f323 lemon/fourary_heap.h
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/lemon/fourary_heap.h	Mon Aug 31 10:03:23 2009 +0200
@@ -0,0 +1,342 @@
+/* -*- mode: C++; indent-tabs-mode: nil; -*-
+ *
+ * This file is a part of LEMON, a generic C++ optimization library.
+ *
+ * Copyright (C) 2003-2009
+ * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
+ * (Egervary Research Group on Combinatorial Optimization, EGRES).
+ *
+ * Permission to use, modify and distribute this software is granted
+ * provided that this copyright notice appears in all copies. For
+ * precise terms see the accompanying LICENSE file.
+ *
+ * This software is provided "AS IS" with no warranty of any kind,
+ * express or implied, and with no claim as to its suitability for any
+ * purpose.
+ *
+ */
+
+#ifndef LEMON_FOURARY_HEAP_H
+#define LEMON_FOURARY_HEAP_H
+
+///\ingroup heaps
+///\file
+///\brief Fourary heap implementation.
+
+#include <vector>
+#include <utility>
+#include <functional>
+
+namespace lemon {
+
+  /// \ingroup heaps
+  ///
+  ///\brief Fourary heap data structure.
+  ///
+  /// This class implements the \e fourary \e heap data structure.
+  /// It fully conforms to the \ref concepts::Heap "heap concept".
+  ///
+  /// The fourary heap is a specialization of the \ref KaryHeap "K-ary heap"
+  /// for <tt>K=4</tt>. It is similar to the \ref BinHeap "binary heap",
+  /// but its nodes have at most four children, instead of two.
+  ///
+  /// \tparam PR Type of the priorities of the items.
+  /// \tparam IM A read-writable item map with \c int values, used
+  /// internally to handle the cross references.
+  /// \tparam CMP A functor class for comparing the priorities.
+  /// The default is \c std::less<PR>.
+  ///
+  ///\sa BinHeap
+  ///\sa KaryHeap
+#ifdef DOXYGEN
+  template <typename PR, typename IM, typename CMP>
+#else
+  template <typename PR, typename IM, typename CMP = std::less<PR> >
+#endif
+  class FouraryHeap {
+  public:
+    /// Type of the item-int map.
+    typedef IM ItemIntMap;
+    /// Type of the priorities.
+    typedef PR Prio;
+    /// Type of the items stored in the heap.
+    typedef typename ItemIntMap::Key Item;
+    /// Type of the item-priority pairs.
+    typedef std::pair<Item,Prio> Pair;
+    /// Functor type for comparing the priorities.
+    typedef CMP Compare;
+
+    /// \brief Type to represent the states of the items.
+    ///
+    /// Each item has a state associated to it. It can be "in heap",
+    /// "pre-heap" or "post-heap". The latter two are indifferent from the
+    /// heap's point of view, but may be useful to the user.
+    ///
+    /// The item-int map must be initialized in such way that it assigns
+    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
+    enum State {
+      IN_HEAP = 0,    ///< = 0.
+      PRE_HEAP = -1,  ///< = -1.
+      POST_HEAP = -2  ///< = -2.
+    };
+
+  private:
+    std::vector<Pair> _data;
+    Compare _comp;
+    ItemIntMap &_iim;
+
+  public:
+    /// \brief Constructor.
+    ///
+    /// Constructor.
+    /// \param map A map that assigns \c int values to the items.
+    /// It is used internally to handle the cross references.
+    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
+    explicit FouraryHeap(ItemIntMap &map) : _iim(map) {}
+
+    /// \brief Constructor.
+    ///
+    /// Constructor.
+    /// \param map A map that assigns \c int values to the items.
+    /// It is used internally to handle the cross references.
+    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
+    /// \param comp The function object used for comparing the priorities.
+    FouraryHeap(ItemIntMap &map, const Compare &comp)
+      : _iim(map), _comp(comp) {}
+
+    /// \brief The number of items stored in the heap.
+    ///
+    /// This function returns the number of items stored in the heap.
+    int size() const { return _data.size(); }
+
+    /// \brief Check if the heap is empty.
+    ///
+    /// This function returns \c true if the heap is empty.
+    bool empty() const { return _data.empty(); }
+
+    /// \brief Make the heap empty.
+    ///
+    /// This functon makes the heap empty.
+    /// It does not change the cross reference map. If you want to reuse
+    /// a heap that is not surely empty, you should first clear it and
+    /// then you should set the cross reference map to \c PRE_HEAP
+    /// for each item.
+    void clear() { _data.clear(); }
+
+  private:
+    static int parent(int i) { return (i-1)/4; }
+    static int firstChild(int i) { return 4*i+1; }
+
+    bool less(const Pair &p1, const Pair &p2) const {
+      return _comp(p1.second, p2.second);
+    }
+
+    void bubbleUp(int hole, Pair p) {
+      int par = parent(hole);
+      while( hole>0 && less(p,_data[par]) ) {
+        move(_data[par],hole);
+        hole = par;
+        par = parent(hole);
+      }
+      move(p, hole);
+    }
+
+    void bubbleDown(int hole, Pair p, int length) {
+      if( length>1 ) {
+        int child = firstChild(hole);
+        while( child+3<length ) {
+          int min=child;
+          if( less(_data[++child], _data[min]) ) min=child;
+          if( less(_data[++child], _data[min]) ) min=child;
+          if( less(_data[++child], _data[min]) ) min=child;
+          if( !less(_data[min], p) )
+            goto ok;
+          move(_data[min], hole);
+          hole = min;
+          child = firstChild(hole);
+        }
+        if ( child<length ) {
+          int min = child;
+          if( ++child<length && less(_data[child], _data[min]) ) min=child;
+          if( ++child<length && less(_data[child], _data[min]) ) min=child;
+          if( less(_data[min], p) ) {
+            move(_data[min], hole);
+            hole = min;
+          }
+        }
+      }
+    ok:
+      move(p, hole);
+    }
+
+    void move(const Pair &p, int i) {
+      _data[i] = p;
+      _iim.set(p.first, i);
+    }
+
+  public:
+    /// \brief Insert a pair of item and priority into the heap.
+    ///
+    /// This function inserts \c p.first to the heap with priority
+    /// \c p.second.
+    /// \param p The pair to insert.
+    /// \pre \c p.first must not be stored in the heap.
+    void push(const Pair &p) {
+      int n = _data.size();
+      _data.resize(n+1);
+      bubbleUp(n, p);
+    }
+
+    /// \brief Insert an item into the heap with the given priority.
+    ///
+    /// This function inserts the given item into the heap with the
+    /// given priority.
+    /// \param i The item to insert.
+    /// \param p The priority of the item.
+    /// \pre \e i must not be stored in the heap.
+    void push(const Item &i, const Prio &p) { push(Pair(i,p)); }
+
+    /// \brief Return the item having minimum priority.
+    ///
+    /// This function returns the item having minimum priority.
+    /// \pre The heap must be non-empty.
+    Item top() const { return _data[0].first; }
+
+    /// \brief The minimum priority.
+    ///
+    /// This function returns the minimum priority.
+    /// \pre The heap must be non-empty.
+    Prio prio() const { return _data[0].second; }
+
+    /// \brief Remove the item having minimum priority.
+    ///
+    /// This function removes the item having minimum priority.
+    /// \pre The heap must be non-empty.
+    void pop() {
+      int n = _data.size()-1;
+      _iim.set(_data[0].first, POST_HEAP);
+      if (n>0) bubbleDown(0, _data[n], n);
+      _data.pop_back();
+    }
+
+    /// \brief Remove the given item from the heap.
+    ///
+    /// This function removes the given item from the heap if it is
+    /// already stored.
+    /// \param i The item to delete.
+    /// \pre \e i must be in the heap.
+    void erase(const Item &i) {
+      int h = _iim[i];
+      int n = _data.size()-1;
+      _iim.set(_data[h].first, POST_HEAP);
+      if( h<n ) {
+        if( less(_data[parent(h)], _data[n]) )
+          bubbleDown(h, _data[n], n);
+        else
+          bubbleUp(h, _data[n]);
+      }
+      _data.pop_back();
+    }
+
+    /// \brief The priority of the given item.
+    ///
+    /// This function returns the priority of the given item.
+    /// \param i The item.
+    /// \pre \e i must be in the heap.
+    Prio operator[](const Item &i) const {
+      int idx = _iim[i];
+      return _data[idx].second;
+    }
+
+    /// \brief Set the priority of an item or insert it, if it is
+    /// not stored in the heap.
+    ///
+    /// This method sets the priority of the given item if it is
+    /// already stored in the heap. Otherwise it inserts the given
+    /// item into the heap with the given priority.
+    /// \param i The item.
+    /// \param p The priority.
+    void set(const Item &i, const Prio &p) {
+      int idx = _iim[i];
+      if( idx < 0 )
+        push(i,p);
+      else if( _comp(p, _data[idx].second) )
+        bubbleUp(idx, Pair(i,p));
+      else
+        bubbleDown(idx, Pair(i,p), _data.size());
+    }
+
+    /// \brief Decrease the priority of an item to the given value.
+    ///
+    /// This function decreases the priority of an item to the given value.
+    /// \param i The item.
+    /// \param p The priority.
+    /// \pre \e i must be stored in the heap with priority at least \e p.
+    void decrease(const Item &i, const Prio &p) {
+      int idx = _iim[i];
+      bubbleUp(idx, Pair(i,p));
+    }
+
+    /// \brief Increase the priority of an item to the given value.
+    ///
+    /// This function increases the priority of an item to the given value.
+    /// \param i The item.
+    /// \param p The priority.
+    /// \pre \e i must be stored in the heap with priority at most \e p.
+    void increase(const Item &i, const Prio &p) {
+      int idx = _iim[i];
+      bubbleDown(idx, Pair(i,p), _data.size());
+    }
+
+    /// \brief Return the state of an item.
+    ///
+    /// This method returns \c PRE_HEAP if the given item has never
+    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
+    /// and \c POST_HEAP otherwise.
+    /// In the latter case it is possible that the item will get back
+    /// to the heap again.
+    /// \param i The item.
+    State state(const Item &i) const {
+      int s = _iim[i];
+      if (s>=0) s=0;
+      return State(s);
+    }
+
+    /// \brief Set the state of an item in the heap.
+    ///
+    /// This function sets the state of the given item in the heap.
+    /// It can be used to manually clear the heap when it is important
+    /// to achive better time complexity.
+    /// \param i The item.
+    /// \param st The state. It should not be \c IN_HEAP.
+    void state(const Item& i, State st) {
+      switch (st) {
+        case POST_HEAP:
+        case PRE_HEAP:
+          if (state(i) == IN_HEAP) erase(i);
+          _iim[i] = st;
+          break;
+        case IN_HEAP:
+          break;
+      }
+    }
+
+    /// \brief Replace an item in the heap.
+    ///
+    /// This function replaces item \c i with item \c j.
+    /// Item \c i must be in the heap, while \c j must be out of the heap.
+    /// After calling this method, item \c i will be out of the
+    /// heap and \c j will be in the heap with the same prioriority
+    /// as item \c i had before.
+    void replace(const Item& i, const Item& j) {
+      int idx = _iim[i];
+      _iim.set(i, _iim[j]);
+      _iim.set(j, idx);
+      _data[idx].first = j;
+    }
+
+  }; // class FouraryHeap
+
+} // namespace lemon
+
+#endif // LEMON_FOURARY_HEAP_H
diff -r 6f7c1052d260 -r 5d313b76f323 lemon/kary_heap.h
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/lemon/kary_heap.h	Mon Aug 31 10:03:23 2009 +0200
@@ -0,0 +1,352 @@
+/* -*- mode: C++; indent-tabs-mode: nil; -*-
+ *
+ * This file is a part of LEMON, a generic C++ optimization library.
+ *
+ * Copyright (C) 2003-2009
+ * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
+ * (Egervary Research Group on Combinatorial Optimization, EGRES).
+ *
+ * Permission to use, modify and distribute this software is granted
+ * provided that this copyright notice appears in all copies. For
+ * precise terms see the accompanying LICENSE file.
+ *
+ * This software is provided "AS IS" with no warranty of any kind,
+ * express or implied, and with no claim as to its suitability for any
+ * purpose.
+ *
+ */
+
+#ifndef LEMON_KARY_HEAP_H
+#define LEMON_KARY_HEAP_H
+
+///\ingroup heaps
+///\file
+///\brief Fourary heap implementation.
+
+#include <vector>
+#include <utility>
+#include <functional>
+
+namespace lemon {
+
+  /// \ingroup heaps
+  ///
+  ///\brief K-ary heap data structure.
+  ///
+  /// This class implements the \e K-ary \e heap data structure.
+  /// It fully conforms to the \ref concepts::Heap "heap concept".
+  ///
+  /// The \ref KaryHeap "K-ary heap" is a generalization of the
+  /// \ref BinHeap "binary heap" structure, its nodes have at most
+  /// \c K children, instead of two.
+  /// \ref BinHeap and \ref FouraryHeap are specialized implementations
+  /// of this structure for <tt>K=2</tt> and <tt>K=4</tt>, respectively.
+  ///
+  /// \tparam PR Type of the priorities of the items.
+  /// \tparam IM A read-writable item map with \c int values, used
+  /// internally to handle the cross references.
+  /// \tparam K The degree of the heap, each node have at most \e K
+  /// children. The default is 16. Powers of two are suggested to use
+  /// so that the multiplications and divisions needed to traverse the
+  /// nodes of the heap could be performed faster.
+  /// \tparam CMP A functor class for comparing the priorities.
+  /// The default is \c std::less<PR>.
+  ///
+  ///\sa BinHeap
+  ///\sa FouraryHeap
+#ifdef DOXYGEN
+  template <typename PR, typename IM, int K, typename CMP>
+#else
+  template <typename PR, typename IM, int K = 16,
+            typename CMP = std::less<PR> >
+#endif
+  class KaryHeap {
+  public:
+    /// Type of the item-int map.
+    typedef IM ItemIntMap;
+    /// Type of the priorities.
+    typedef PR Prio;
+    /// Type of the items stored in the heap.
+    typedef typename ItemIntMap::Key Item;
+    /// Type of the item-priority pairs.
+    typedef std::pair<Item,Prio> Pair;
+    /// Functor type for comparing the priorities.
+    typedef CMP Compare;
+
+    /// \brief Type to represent the states of the items.
+    ///
+    /// Each item has a state associated to it. It can be "in heap",
+    /// "pre-heap" or "post-heap". The latter two are indifferent from the
+    /// heap's point of view, but may be useful to the user.
+    ///
+    /// The item-int map must be initialized in such way that it assigns
+    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
+    enum State {
+      IN_HEAP = 0,    ///< = 0.
+      PRE_HEAP = -1,  ///< = -1.
+      POST_HEAP = -2  ///< = -2.
+    };
+
+  private:
+    std::vector<Pair> _data;
+    Compare _comp;
+    ItemIntMap &_iim;
+
+  public:
+    /// \brief Constructor.
+    ///
+    /// Constructor.
+    /// \param map A map that assigns \c int values to the items.
+    /// It is used internally to handle the cross references.
+    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
+    explicit KaryHeap(ItemIntMap &map) : _iim(map) {}
+
+    /// \brief Constructor.
+    ///
+    /// Constructor.
+    /// \param map A map that assigns \c int values to the items.
+    /// It is used internally to handle the cross references.
+    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
+    /// \param comp The function object used for comparing the priorities.
+    KaryHeap(ItemIntMap &map, const Compare &comp)
+      : _iim(map), _comp(comp) {}
+
+    /// \brief The number of items stored in the heap.
+    ///
+    /// This function returns the number of items stored in the heap.
+    int size() const { return _data.size(); }
+
+    /// \brief Check if the heap is empty.
+    ///
+    /// This function returns \c true if the heap is empty.
+    bool empty() const { return _data.empty(); }
+
+    /// \brief Make the heap empty.
+    ///
+    /// This functon makes the heap empty.
+    /// It does not change the cross reference map. If you want to reuse
+    /// a heap that is not surely empty, you should first clear it and
+    /// then you should set the cross reference map to \c PRE_HEAP
+    /// for each item.
+    void clear() { _data.clear(); }
+
+  private:
+    int parent(int i) { return (i-1)/K; }
+    int firstChild(int i) { return K*i+1; }
+
+    bool less(const Pair &p1, const Pair &p2) const {
+      return _comp(p1.second, p2.second);
+    }
+
+    void bubbleUp(int hole, Pair p) {
+      int par = parent(hole);
+      while( hole>0 && less(p,_data[par]) ) {
+        move(_data[par],hole);
+        hole = par;
+        par = parent(hole);
+      }
+      move(p, hole);
+    }
+
+    void bubbleDown(int hole, Pair p, int length) {
+      if( length>1 ) {
+        int child = firstChild(hole);
+        while( child+K<=length ) {
+          int min=child;
+          for (int i=1; i<K; ++i) {
+            if( less(_data[child+i], _data[min]) )
+              min=child+i;
+          }
+          if( !less(_data[min], p) )
+            goto ok;
+          move(_data[min], hole);
+          hole = min;
+          child = firstChild(hole);
+        }
+        if ( child<length ) {
+          int min = child;
+          while (++child < length) {
+            if( less(_data[child], _data[min]) )
+              min=child;
+          }
+          if( less(_data[min], p) ) {
+            move(_data[min], hole);
+            hole = min;
+          }
+        }
+      }
+    ok:
+      move(p, hole);
+    }
+
+    void move(const Pair &p, int i) {
+      _data[i] = p;
+      _iim.set(p.first, i);
+    }
+
+  public:
+    /// \brief Insert a pair of item and priority into the heap.
+    ///
+    /// This function inserts \c p.first to the heap with priority
+    /// \c p.second.
+    /// \param p The pair to insert.
+    /// \pre \c p.first must not be stored in the heap.
+    void push(const Pair &p) {
+      int n = _data.size();
+      _data.resize(n+1);
+      bubbleUp(n, p);
+    }
+
+    /// \brief Insert an item into the heap with the given priority.
+    ///
+    /// This function inserts the given item into the heap with the
+    /// given priority.
+    /// \param i The item to insert.
+    /// \param p The priority of the item.
+    /// \pre \e i must not be stored in the heap.
+    void push(const Item &i, const Prio &p) { push(Pair(i,p)); }
+
+    /// \brief Return the item having minimum priority.
+    ///
+    /// This function returns the item having minimum priority.
+    /// \pre The heap must be non-empty.
+    Item top() const { return _data[0].first; }
+
+    /// \brief The minimum priority.
+    ///
+    /// This function returns the minimum priority.
+    /// \pre The heap must be non-empty.
+    Prio prio() const { return _data[0].second; }
+
+    /// \brief Remove the item having minimum priority.
+    ///
+    /// This function removes the item having minimum priority.
+    /// \pre The heap must be non-empty.
+    void pop() {
+      int n = _data.size()-1;
+      _iim.set(_data[0].first, POST_HEAP);
+      if (n>0) bubbleDown(0, _data[n], n);
+      _data.pop_back();
+    }
+
+    /// \brief Remove the given item from the heap.
+    ///
+    /// This function removes the given item from the heap if it is
+    /// already stored.
+    /// \param i The item to delete.
+    /// \pre \e i must be in the heap.
+    void erase(const Item &i) {
+      int h = _iim[i];
+      int n = _data.size()-1;
+      _iim.set(_data[h].first, POST_HEAP);
+      if( h<n ) {
+        if( less(_data[parent(h)], _data[n]) )
+          bubbleDown(h, _data[n], n);
+        else
+          bubbleUp(h, _data[n]);
+      }
+      _data.pop_back();
+    }
+
+    /// \brief The priority of the given item.
+    ///
+    /// This function returns the priority of the given item.
+    /// \param i The item.
+    /// \pre \e i must be in the heap.
+    Prio operator[](const Item &i) const {
+      int idx = _iim[i];
+      return _data[idx].second;
+    }
+
+    /// \brief Set the priority of an item or insert it, if it is
+    /// not stored in the heap.
+    ///
+    /// This method sets the priority of the given item if it is
+    /// already stored in the heap. Otherwise it inserts the given
+    /// item into the heap with the given priority.
+    /// \param i The item.
+    /// \param p The priority.
+    void set(const Item &i, const Prio &p) {
+      int idx = _iim[i];
+      if( idx<0 )
+        push(i,p);
+      else if( _comp(p, _data[idx].second) )
+        bubbleUp(idx, Pair(i,p));
+      else
+        bubbleDown(idx, Pair(i,p), _data.size());
+    }
+
+    /// \brief Decrease the priority of an item to the given value.
+    ///
+    /// This function decreases the priority of an item to the given value.
+    /// \param i The item.
+    /// \param p The priority.
+    /// \pre \e i must be stored in the heap with priority at least \e p.
+    void decrease(const Item &i, const Prio &p) {
+      int idx = _iim[i];
+      bubbleUp(idx, Pair(i,p));
+    }
+
+    /// \brief Increase the priority of an item to the given value.
+    ///
+    /// This function increases the priority of an item to the given value.
+    /// \param i The item.
+    /// \param p The priority.
+    /// \pre \e i must be stored in the heap with priority at most \e p.
+    void increase(const Item &i, const Prio &p) {
+      int idx = _iim[i];
+      bubbleDown(idx, Pair(i,p), _data.size());
+    }
+
+    /// \brief Return the state of an item.
+    ///
+    /// This method returns \c PRE_HEAP if the given item has never
+    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
+    /// and \c POST_HEAP otherwise.
+    /// In the latter case it is possible that the item will get back
+    /// to the heap again.
+    /// \param i The item.
+    State state(const Item &i) const {
+      int s = _iim[i];
+      if (s>=0) s=0;
+      return State(s);
+    }
+
+    /// \brief Set the state of an item in the heap.
+    ///
+    /// This function sets the state of the given item in the heap.
+    /// It can be used to manually clear the heap when it is important
+    /// to achive better time complexity.
+    /// \param i The item.
+    /// \param st The state. It should not be \c IN_HEAP.
+    void state(const Item& i, State st) {
+      switch (st) {
+        case POST_HEAP:
+        case PRE_HEAP:
+          if (state(i) == IN_HEAP) erase(i);
+          _iim[i] = st;
+          break;
+        case IN_HEAP:
+          break;
+      }
+    }
+
+    /// \brief Replace an item in the heap.
+    ///
+    /// This function replaces item \c i with item \c j.
+    /// Item \c i must be in the heap, while \c j must be out of the heap.
+    /// After calling this method, item \c i will be out of the
+    /// heap and \c j will be in the heap with the same prioriority
+    /// as item \c i had before.
+    void replace(const Item& i, const Item& j) {
+      int idx=_iim[i];
+      _iim.set(i, _iim[j]);
+      _iim.set(j, idx);
+      _data[idx].first=j;
+    }
+
+  }; // class KaryHeap
+
+} // namespace lemon
+
+#endif // LEMON_KARY_HEAP_H
diff -r 6f7c1052d260 -r 5d313b76f323 lemon/pairing_heap.h
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/lemon/pairing_heap.h	Mon Aug 31 10:03:23 2009 +0200
@@ -0,0 +1,474 @@
+/* -*- mode: C++; indent-tabs-mode: nil; -*-
+ *
+ * This file is a part of LEMON, a generic C++ optimization library.
+ *
+ * Copyright (C) 2003-2009
+ * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
+ * (Egervary Research Group on Combinatorial Optimization, EGRES).
+ *
+ * Permission to use, modify and distribute this software is granted
+ * provided that this copyright notice appears in all copies. For
+ * precise terms see the accompanying LICENSE file.
+ *
+ * This software is provided "AS IS" with no warranty of any kind,
+ * express or implied, and with no claim as to its suitability for any
+ * purpose.
+ *
+ */
+
+#ifndef LEMON_PAIRING_HEAP_H
+#define LEMON_PAIRING_HEAP_H
+
+///\file
+///\ingroup heaps
+///\brief Pairing heap implementation.
+
+#include <vector>
+#include <utility>
+#include <functional>
+#include <lemon/math.h>
+
+namespace lemon {
+
+  /// \ingroup heaps
+  ///
+  ///\brief Pairing Heap.
+  ///
+  /// This class implements the \e pairing \e heap data structure.
+  /// It fully conforms to the \ref concepts::Heap "heap concept".
+  ///
+  /// The methods \ref increase() and \ref erase() are not efficient
+  /// in a pairing heap. In case of many calls of these operations,
+  /// it is better to use other heap structure, e.g. \ref BinHeap
+  /// "binary heap".
+  ///
+  /// \tparam PR Type of the priorities of the items.
+  /// \tparam IM A read-writable item map with \c int values, used
+  /// internally to handle the cross references.
+  /// \tparam CMP A functor class for comparing the priorities.
+  /// The default is \c std::less<PR>.
+#ifdef DOXYGEN
+  template <typename PR, typename IM, typename CMP>
+#else
+  template <typename PR, typename IM, typename CMP = std::less<PR> >
+#endif
+  class PairingHeap {
+  public:
+    /// Type of the item-int map.
+    typedef IM ItemIntMap;
+    /// Type of the priorities.
+    typedef PR Prio;
+    /// Type of the items stored in the heap.
+    typedef typename ItemIntMap::Key Item;
+    /// Functor type for comparing the priorities.
+    typedef CMP Compare;
+
+    /// \brief Type to represent the states of the items.
+    ///
+    /// Each item has a state associated to it. It can be "in heap",
+    /// "pre-heap" or "post-heap". The latter two are indifferent from the
+    /// heap's point of view, but may be useful to the user.
+    ///
+    /// The item-int map must be initialized in such way that it assigns
+    /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
+    enum State {
+      IN_HEAP = 0,    ///< = 0.
+      PRE_HEAP = -1,  ///< = -1.
+      POST_HEAP = -2  ///< = -2.
+    };
+
+  private:
+    class store;
+
+    std::vector<store> _data;
+    int _min;
+    ItemIntMap &_iim;
+    Compare _comp;
+    int _num_items;
+
+  public:
+    /// \brief Constructor.
+    ///
+    /// Constructor.
+    /// \param map A map that assigns \c int values to the items.
+    /// It is used internally to handle the cross references.
+    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
+    explicit PairingHeap(ItemIntMap &map)
+      : _min(0), _iim(map), _num_items(0) {}
+
+    /// \brief Constructor.
+    ///
+    /// Constructor.
+    /// \param map A map that assigns \c int values to the items.
+    /// It is used internally to handle the cross references.
+    /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
+    /// \param comp The function object used for comparing the priorities.
+    PairingHeap(ItemIntMap &map, const Compare &comp)
+      : _min(0), _iim(map), _comp(comp), _num_items(0) {}
+
+    /// \brief The number of items stored in the heap.
+    ///
+    /// This function returns the number of items stored in the heap.
+    int size() const { return _num_items; }
+
+    /// \brief Check if the heap is empty.
+    ///
+    /// This function returns \c true if the heap is empty.
+    bool empty() const { return _num_items==0; }
+
+    /// \brief Make the heap empty.
+    ///
+    /// This functon makes the heap empty.
+    /// It does not change the cross reference map. If you want to reuse
+    /// a heap that is not surely empty, you should first clear it and
+    /// then you should set the cross reference map to \c PRE_HEAP
+    /// for each item.
+    void clear() {
+      _data.clear();
+      _min = 0;
+      _num_items = 0;
+    }
+
+    /// \brief Set the priority of an item or insert it, if it is
+    /// not stored in the heap.
+    ///
+    /// This method sets the priority of the given item if it is
+    /// already stored in the heap. Otherwise it inserts the given
+    /// item into the heap with the given priority.
+    /// \param item The item.
+    /// \param value The priority.
+    void set (const Item& item, const Prio& value) {
+      int i=_iim[item];
+      if ( i>=0 && _data[i].in ) {
+        if ( _comp(value, _data[i].prio) ) decrease(item, value);
+        if ( _comp(_data[i].prio, value) ) increase(item, value);
+      } else push(item, value);
+    }
+
+    /// \brief Insert an item into the heap with the given priority.
+    ///
+    /// This function inserts the given item into the heap with the
+    /// given priority.
+    /// \param item The item to insert.
+    /// \param value The priority of the item.
+    /// \pre \e item must not be stored in the heap.
+    void push (const Item& item, const Prio& value) {
+      int i=_iim[item];
+      if( i<0 ) {
+        int s=_data.size();
+        _iim.set(item, s);
+        store st;
+        st.name=item;
+        _data.push_back(st);
+        i=s;
+      } else {
+        _data[i].parent=_data[i].child=-1;
+        _data[i].left_child=false;
+        _data[i].degree=0;
+        _data[i].in=true;
+      }
+
+      _data[i].prio=value;
+
+      if ( _num_items!=0 ) {
+        if ( _comp( value, _data[_min].prio) ) {
+          fuse(i,_min);
+          _min=i;
+        }
+        else fuse(_min,i);
+      }
+      else _min=i;
+
+      ++_num_items;
+    }
+
+    /// \brief Return the item having minimum priority.
+    ///
+    /// This function returns the item having minimum priority.
+    /// \pre The heap must be non-empty.
+    Item top() const { return _data[_min].name; }
+
+    /// \brief The minimum priority.
+    ///
+    /// This function returns the minimum priority.
+    /// \pre The heap must be non-empty.
+    const Prio& prio() const { return _data[_min].prio; }
+
+    /// \brief The priority of the given item.
+    ///
+    /// This function returns the priority of the given item.
+    /// \param item The item.
+    /// \pre \e item must be in the heap.
+    const Prio& operator[](const Item& item) const {
+      return _data[_iim[item]].prio;
+    }
+
+    /// \brief Remove the item having minimum priority.
+    ///
+    /// This function removes the item having minimum priority.
+    /// \pre The heap must be non-empty.
+    void pop() {
+      std::vector<int> trees;
+      int i=0, child_right = 0;
+      _data[_min].in=false;
+
+      if( -1!=_data[_min].child ) {
+        i=_data[_min].child;
+        trees.push_back(i);
+        _data[i].parent = -1;
+        _data[_min].child = -1;
+
+        int ch=-1;
+        while( _data[i].child!=-1 ) {
+          ch=_data[i].child;
+          if( _data[ch].left_child && i==_data[ch].parent ) {
+            break;
+          } else {
+            if( _data[ch].left_child ) {
+              child_right=_data[ch].parent;
+              _data[ch].parent = i;
+              --_data[i].degree;
+            }
+            else {
+              child_right=ch;
+              _data[i].child=-1;
+              _data[i].degree=0;
+            }
+            _data[child_right].parent = -1;
+            trees.push_back(child_right);
+            i = child_right;
+          }
+        }
+
+        int num_child = trees.size();
+        int other;
+        for( i=0; i<num_child-1; i+=2 ) {
+          if ( !_comp(_data[trees[i]].prio, _data[trees[i+1]].prio) ) {
+            other=trees[i];
+            trees[i]=trees[i+1];
+            trees[i+1]=other;
+          }
+          fuse( trees[i], trees[i+1] );
+        }
+
+        i = (0==(num_child % 2)) ? num_child-2 : num_child-1;
+        while(i>=2) {
+          if ( _comp(_data[trees[i]].prio, _data[trees[i-2]].prio) ) {
+            other=trees[i];
+            trees[i]=trees[i-2];
+            trees[i-2]=other;
+          }
+          fuse( trees[i-2], trees[i] );
+          i-=2;
+        }
+        _min = trees[0];
+      }
+      else {
+        _min = _data[_min].child;
+      }
+
+      if (_min >= 0) _data[_min].left_child = false;
+      --_num_items;
+    }
+
+    /// \brief Remove the given item from the heap.
+    ///
+    /// This function removes the given item from the heap if it is
+    /// already stored.
+    /// \param item The item to delete.
+    /// \pre \e item must be in the heap.
+    void erase (const Item& item) {
+      int i=_iim[item];
+      if ( i>=0 && _data[i].in ) {
+        decrease( item, _data[_min].prio-1 );
+        pop();
+      }
+    }
+
+    /// \brief Decrease the priority of an item to the given value.
+    ///
+    /// This function decreases the priority of an item to the given value.
+    /// \param item The item.
+    /// \param value The priority.
+    /// \pre \e item must be stored in the heap with priority at least \e value.
+    void decrease (Item item, const Prio& value) {
+      int i=_iim[item];
+      _data[i].prio=value;
+      int p=_data[i].parent;
+
+      if( _data[i].left_child && i!=_data[p].child ) {
+        p=_data[p].parent;
+      }
+
+      if ( p!=-1 && _comp(value,_data[p].prio) ) {
+        cut(i,p);
+        if ( _comp(_data[_min].prio,value) ) {
+          fuse(_min,i);
+        } else {
+          fuse(i,_min);
+          _min=i;
+        }
+      }
+    }
+
+    /// \brief Increase the priority of an item to the given value.
+    ///
+    /// This function increases the priority of an item to the given value.
+    /// \param item The item.
+    /// \param value The priority.
+    /// \pre \e item must be stored in the heap with priority at most \e value.
+    void increase (Item item, const Prio& value) {
+      erase(item);
+      push(item,value);
+    }
+
+    /// \brief Return the state of an item.
+    ///
+    /// This method returns \c PRE_HEAP if the given item has never
+    /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
+    /// and \c POST_HEAP otherwise.
+    /// In the latter case it is possible that the item will get back
+    /// to the heap again.
+    /// \param item The item.
+    State state(const Item &item) const {
+      int i=_iim[item];
+      if( i>=0 ) {
+        if( _data[i].in ) i=0;
+        else i=-2;
+      }
+      return State(i);
+    }
+
+    /// \brief Set the state of an item in the heap.
+    ///
+    /// This function sets the state of the given item in the heap.
+    /// It can be used to manually clear the heap when it is important
+    /// to achive better time complexity.
+    /// \param i The item.
+    /// \param st The state. It should not be \c IN_HEAP.
+    void state(const Item& i, State st) {
+      switch (st) {
+      case POST_HEAP:
+      case PRE_HEAP:
+        if (state(i) == IN_HEAP) erase(i);
+        _iim[i]=st;
+        break;
+      case IN_HEAP:
+        break;
+      }
+    }
+
+  private:
+
+    void cut(int a, int b) {
+      int child_a;
+      switch (_data[a].degree) {
+        case 2:
+          child_a = _data[_data[a].child].parent;
+          if( _data[a].left_child ) {
+            _data[child_a].left_child=true;
+            _data[b].child=child_a;
+            _data[child_a].parent=_data[a].parent;
+          }
+          else {
+            _data[child_a].left_child=false;
+            _data[child_a].parent=b;
+            if( a!=_data[b].child )
+              _data[_data[b].child].parent=child_a;
+            else
+              _data[b].child=child_a;
+          }
+          --_data[a].degree;
+          _data[_data[a].child].parent=a;
+          break;
+
+        case 1:
+          child_a = _data[a].child;
+          if( !_data[child_a].left_child ) {
+            --_data[a].degree;
+            if( _data[a].left_child ) {
+              _data[child_a].left_child=true;
+              _data[child_a].parent=_data[a].parent;
+              _data[b].child=child_a;
+            }
+            else {
+              _data[child_a].left_child=false;
+              _data[child_a].parent=b;
+              if( a!=_data[b].child )
+                _data[_data[b].child].parent=child_a;
+              else
+                _data[b].child=child_a;
+            }
+            _data[a].child=-1;
+          }
+          else {
+            --_data[b].degree;
+            if( _data[a].left_child ) {
+              _data[b].child =
+                (1==_data[b].degree) ? _data[a].parent : -1;
+            } else {
+              if (1==_data[b].degree)
+                _data[_data[b].child].parent=b;
+              else
+                _data[b].child=-1;
+            }
+          }
+          break;
+
+        case 0:
+          --_data[b].degree;
+          if( _data[a].left_child ) {
+            _data[b].child =
+              (0!=_data[b].degree) ? _data[a].parent : -1;
+          } else {
+            if( 0!=_data[b].degree )
+              _data[_data[b].child].parent=b;
+            else
+              _data[b].child=-1;
+          }
+          break;
+      }
+      _data[a].parent=-1;
+      _data[a].left_child=false;
+    }
+
+    void fuse(int a, int b) {
+      int child_a = _data[a].child;
+      int child_b = _data[b].child;
+      _data[a].child=b;
+      _data[b].parent=a;
+      _data[b].left_child=true;
+
+      if( -1!=child_a ) {
+        _data[b].child=child_a;
+        _data[child_a].parent=b;
+        _data[child_a].left_child=false;
+        ++_data[b].degree;
+
+        if( -1!=child_b ) {
+           _data[b].child=child_b;
+           _data[child_b].parent=child_a;
+        }
+      }
+      else { ++_data[a].degree; }
+    }
+
+    class store {
+      friend class PairingHeap;
+
+      Item name;
+      int parent;
+      int child;
+      bool left_child;
+      int degree;
+      bool in;
+      Prio prio;
+
+      store() : parent(-1), child(-1), left_child(false), degree(0), in(true) {}
+    };
+  };
+
+} //namespace lemon
+
+#endif //LEMON_PAIRING_HEAP_H
+
diff -r 6f7c1052d260 -r 5d313b76f323 test/heap_test.cc
--- a/test/heap_test.cc	Mon Aug 31 08:32:25 2009 +0200
+++ b/test/heap_test.cc	Mon Aug 31 10:03:23 2009 +0200
@@ -25,14 +25,17 @@
 #include <lemon/concepts/heap.h>
 
 #include <lemon/smart_graph.h>
-
 #include <lemon/lgf_reader.h>
 #include <lemon/dijkstra.h>
 #include <lemon/maps.h>
 
 #include <lemon/bin_heap.h>
+#include <lemon/fourary_heap.h>
+#include <lemon/kary_heap.h>
 #include <lemon/fib_heap.h>
+#include <lemon/pairing_heap.h>
 #include <lemon/radix_heap.h>
+#include <lemon/binom_heap.h>
 #include <lemon/bucket_heap.h>
 
 #include "test_tools.h"
@@ -89,18 +92,16 @@
 template <typename Heap>
 void heapSortTest() {
   RangeMap<int> map(test_len, -1);
-
   Heap heap(map);
 
   std::vector<int> v(test_len);
-
   for (int i = 0; i < test_len; ++i) {
     v[i] = test_seq[i];
     heap.push(i, v[i]);
   }
   std::sort(v.begin(), v.end());
   for (int i = 0; i < test_len; ++i) {
-    check(v[i] == heap.prio() ,"Wrong order in heap sort.");
+    check(v[i] == heap.prio(), "Wrong order in heap sort.");
     heap.pop();
   }
 }
@@ -112,7 +113,6 @@
   Heap heap(map);
 
   std::vector<int> v(test_len);
-
   for (int i = 0; i < test_len; ++i) {
     v[i] = test_seq[i];
     heap.push(i, v[i]);
@@ -123,13 +123,11 @@
   }
   std::sort(v.begin(), v.end());
   for (int i = 0; i < test_len; ++i) {
-    check(v[i] == heap.prio() ,"Wrong order in heap increase test.");
+    check(v[i] == heap.prio(), "Wrong order in heap increase test.");
     heap.pop();
   }
 }
 
-
-
 template <typename Heap>
 void dijkstraHeapTest(const Digraph& digraph, const IntArcMap& length,
                       Node source) {
@@ -144,7 +142,7 @@
     Node t = digraph.target(a);
     if (dijkstra.reached(s)) {
       check( dijkstra.dist(t) - dijkstra.dist(s) <= length[a],
-             "Error in a shortest path tree!");
+             "Error in shortest path tree.");
     }
   }
 
@@ -153,7 +151,7 @@
       Arc a = dijkstra.predArc(n);
       Node s = digraph.source(a);
       check( dijkstra.dist(n) - dijkstra.dist(s) == length[a],
-             "Error in a shortest path tree!");
+             "Error in shortest path tree.");
     }
   }
 
@@ -175,6 +173,7 @@
     node("source", source).
     run();
 
+  // BinHeap
   {
     typedef BinHeap<Prio, ItemIntMap> IntHeap;
     checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
@@ -186,6 +185,31 @@
     dijkstraHeapTest<NodeHeap>(digraph, length, source);
   }
 
+  // FouraryHeap
+  {
+    typedef FouraryHeap<Prio, ItemIntMap> IntHeap;
+    checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
+    heapSortTest<IntHeap>();
+    heapIncreaseTest<IntHeap>();
+
+    typedef FouraryHeap<Prio, IntNodeMap > NodeHeap;
+    checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
+    dijkstraHeapTest<NodeHeap>(digraph, length, source);
+  }
+
+  // KaryHeap
+  {
+    typedef KaryHeap<Prio, ItemIntMap> IntHeap;
+    checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
+    heapSortTest<IntHeap>();
+    heapIncreaseTest<IntHeap>();
+
+    typedef KaryHeap<Prio, IntNodeMap > NodeHeap;
+    checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
+    dijkstraHeapTest<NodeHeap>(digraph, length, source);
+  }
+
+  // FibHeap
   {
     typedef FibHeap<Prio, ItemIntMap> IntHeap;
     checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
@@ -197,6 +221,19 @@
     dijkstraHeapTest<NodeHeap>(digraph, length, source);
   }
 
+  // PairingHeap
+  {
+    typedef PairingHeap<Prio, ItemIntMap> IntHeap;
+    checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
+    heapSortTest<IntHeap>();
+    heapIncreaseTest<IntHeap>();
+
+    typedef PairingHeap<Prio, IntNodeMap > NodeHeap;
+    checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
+    dijkstraHeapTest<NodeHeap>(digraph, length, source);
+  }
+
+  // RadixHeap
   {
     typedef RadixHeap<ItemIntMap> IntHeap;
     checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
@@ -208,6 +245,19 @@
     dijkstraHeapTest<NodeHeap>(digraph, length, source);
   }
 
+  // BinomHeap
+  {
+    typedef BinomHeap<Prio, ItemIntMap> IntHeap;
+    checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
+    heapSortTest<IntHeap>();
+    heapIncreaseTest<IntHeap>();
+
+    typedef BinomHeap<Prio, IntNodeMap > NodeHeap;
+    checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
+    dijkstraHeapTest<NodeHeap>(digraph, length, source);
+  }
+
+  // BucketHeap, SimpleBucketHeap
   {
     typedef BucketHeap<ItemIntMap> IntHeap;
     checkConcept<Heap<Prio, ItemIntMap>, IntHeap>();
@@ -217,8 +267,10 @@
     typedef BucketHeap<IntNodeMap > NodeHeap;
     checkConcept<Heap<Prio, IntNodeMap >, NodeHeap>();
     dijkstraHeapTest<NodeHeap>(digraph, length, source);
+
+    typedef SimpleBucketHeap<ItemIntMap> SimpleIntHeap;
+    heapSortTest<SimpleIntHeap>();
   }
 
-
   return 0;
 }