1 /* -*- mode: C++; indent-tabs-mode: nil; -*-
2  *
3  * This file is a part of LEMON, a generic C++ optimization library.
4  *
5  * Copyright (C) 2003-2010
6  * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
7  * (Egervary Research Group on Combinatorial Optimization, EGRES).
8  *
9  * Permission to use, modify and distribute this software is granted
10  * provided that this copyright notice appears in all copies. For
11  * precise terms see the accompanying LICENSE file.
12  *
13  * This software is provided "AS IS" with no warranty of any kind,
14  * express or implied, and with no claim as to its suitability for any
15  * purpose.
16  *
17  */
18 
19 #ifndef LEMON_BINOMIAL_HEAP_H
20 #define LEMON_BINOMIAL_HEAP_H
21 
22 ///\file
23 ///\ingroup heaps
24 ///\brief Binomial Heap implementation.
25 
26 #include <vector>
27 #include <utility>
28 #include <functional>
29 #include <lemon/math.h>
30 #include <lemon/counter.h>
31 
32 namespace lemon {
33 
34   /// \ingroup heaps
35   ///
36   ///\brief Binomial heap data structure.
37   ///
38   /// This class implements the \e binomial \e heap data structure.
39   /// It fully conforms to the \ref concepts::Heap "heap concept".
40   ///
41   /// The methods \ref increase() and \ref erase() are not efficient
42   /// in a binomial heap. In case of many calls of these operations,
43   /// it is better to use other heap structure, e.g. \ref BinHeap
44   /// "binary heap".
45   ///
46   /// \tparam PR Type of the priorities of the items.
47   /// \tparam IM A read-writable item map with \c int values, used
48   /// internally to handle the cross references.
49   /// \tparam CMP A functor class for comparing the priorities.
50   /// The default is \c std::less<PR>.
51 #ifdef DOXYGEN
52   template <typename PR, typename IM, typename CMP>
53 #else
54   template <typename PR, typename IM, typename CMP = std::less<PR> >
55 #endif
56   class BinomialHeap {
57   public:
58     /// Type of the item-int map.
59     typedef IM ItemIntMap;
60     /// Type of the priorities.
61     typedef PR Prio;
62     /// Type of the items stored in the heap.
63     typedef typename ItemIntMap::Key Item;
64     /// Functor type for comparing the priorities.
65     typedef CMP Compare;
66 
67     /// \brief Type to represent the states of the items.
68     ///
69     /// Each item has a state associated to it. It can be "in heap",
70     /// "pre-heap" or "post-heap". The latter two are indifferent from the
71     /// heap's point of view, but may be useful to the user.
72     ///
73     /// The item-int map must be initialized in such way that it assigns
74     /// \c PRE_HEAP (<tt>-1</tt>) to any element to be put in the heap.
75     enum State {
76       IN_HEAP = 0,    ///< = 0.
77       PRE_HEAP = -1,  ///< = -1.
78       POST_HEAP = -2  ///< = -2.
79     };
80 
81   private:
82     class Store;
83 
84     std::vector<Store> _data;
85     int _min, _head;
86     ItemIntMap &_iim;
87     Compare _comp;
88     int _num_items;
89 
90   public:
91     /// \brief Constructor.
92     ///
93     /// Constructor.
94     /// \param map A map that assigns \c int values to the items.
95     /// It is used internally to handle the cross references.
96     /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
BinomialHeap(ItemIntMap & map)97     explicit BinomialHeap(ItemIntMap &map)
98       : _min(0), _head(-1), _iim(map), _num_items(0) {}
99 
100     /// \brief Constructor.
101     ///
102     /// Constructor.
103     /// \param map A map that assigns \c int values to the items.
104     /// It is used internally to handle the cross references.
105     /// The assigned value must be \c PRE_HEAP (<tt>-1</tt>) for each item.
106     /// \param comp The function object used for comparing the priorities.
BinomialHeap(ItemIntMap & map,const Compare & comp)107     BinomialHeap(ItemIntMap &map, const Compare &comp)
108       : _min(0), _head(-1), _iim(map), _comp(comp), _num_items(0) {}
109 
110     /// \brief The number of items stored in the heap.
111     ///
112     /// This function returns the number of items stored in the heap.
size()113     int size() const { return _num_items; }
114 
115     /// \brief Check if the heap is empty.
116     ///
117     /// This function returns \c true if the heap is empty.
empty()118     bool empty() const { return _num_items==0; }
119 
120     /// \brief Make the heap empty.
121     ///
122     /// This functon makes the heap empty.
123     /// It does not change the cross reference map. If you want to reuse
124     /// a heap that is not surely empty, you should first clear it and
125     /// then you should set the cross reference map to \c PRE_HEAP
126     /// for each item.
clear()127     void clear() {
128       _data.clear(); _min=0; _num_items=0; _head=-1;
129     }
130 
131     /// \brief Set the priority of an item or insert it, if it is
132     /// not stored in the heap.
133     ///
134     /// This method sets the priority of the given item if it is
135     /// already stored in the heap. Otherwise it inserts the given
136     /// item into the heap with the given priority.
137     /// \param item The item.
138     /// \param value The priority.
set(const Item & item,const Prio & value)139     void set (const Item& item, const Prio& value) {
140       int i=_iim[item];
141       if ( i >= 0 && _data[i].in ) {
142         if ( _comp(value, _data[i].prio) ) decrease(item, value);
143         if ( _comp(_data[i].prio, value) ) increase(item, value);
144       } else push(item, value);
145     }
146 
147     /// \brief Insert an item into the heap with the given priority.
148     ///
149     /// This function inserts the given item into the heap with the
150     /// given priority.
151     /// \param item The item to insert.
152     /// \param value The priority of the item.
153     /// \pre \e item must not be stored in the heap.
push(const Item & item,const Prio & value)154     void push (const Item& item, const Prio& value) {
155       int i=_iim[item];
156       if ( i<0 ) {
157         int s=_data.size();
158         _iim.set( item,s );
159         Store st;
160         st.name=item;
161         st.prio=value;
162         _data.push_back(st);
163         i=s;
164       }
165       else {
166         _data[i].parent=_data[i].right_neighbor=_data[i].child=-1;
167         _data[i].degree=0;
168         _data[i].in=true;
169         _data[i].prio=value;
170       }
171 
172       if( 0==_num_items ) {
173         _head=i;
174         _min=i;
175       } else {
176         merge(i);
177         if( _comp(_data[i].prio, _data[_min].prio) ) _min=i;
178       }
179       ++_num_items;
180     }
181 
182     /// \brief Return the item having minimum priority.
183     ///
184     /// This function returns the item having minimum priority.
185     /// \pre The heap must be non-empty.
top()186     Item top() const { return _data[_min].name; }
187 
188     /// \brief The minimum priority.
189     ///
190     /// This function returns the minimum priority.
191     /// \pre The heap must be non-empty.
prio()192     Prio prio() const { return _data[_min].prio; }
193 
194     /// \brief The priority of the given item.
195     ///
196     /// This function returns the priority of the given item.
197     /// \param item The item.
198     /// \pre \e item must be in the heap.
199     const Prio& operator[](const Item& item) const {
200       return _data[_iim[item]].prio;
201     }
202 
203     /// \brief Remove the item having minimum priority.
204     ///
205     /// This function removes the item having minimum priority.
206     /// \pre The heap must be non-empty.
pop()207     void pop() {
208       _data[_min].in=false;
209 
210       int head_child=-1;
211       if ( _data[_min].child!=-1 ) {
212         int child=_data[_min].child;
213         int neighb;
214         while( child!=-1 ) {
215           neighb=_data[child].right_neighbor;
216           _data[child].parent=-1;
217           _data[child].right_neighbor=head_child;
218           head_child=child;
219           child=neighb;
220         }
221       }
222 
223       if ( _data[_head].right_neighbor==-1 ) {
224         // there was only one root
225         _head=head_child;
226       }
227       else {
228         // there were more roots
229         if( _head!=_min )  { unlace(_min); }
230         else { _head=_data[_head].right_neighbor; }
231         merge(head_child);
232       }
233       _min=findMin();
234       --_num_items;
235     }
236 
237     /// \brief Remove the given item from the heap.
238     ///
239     /// This function removes the given item from the heap if it is
240     /// already stored.
241     /// \param item The item to delete.
242     /// \pre \e item must be in the heap.
erase(const Item & item)243     void erase (const Item& item) {
244       int i=_iim[item];
245       if ( i >= 0 && _data[i].in ) {
246         decrease( item, _data[_min].prio-1 );
247         pop();
248       }
249     }
250 
251     /// \brief Decrease the priority of an item to the given value.
252     ///
253     /// This function decreases the priority of an item to the given value.
254     /// \param item The item.
255     /// \param value The priority.
256     /// \pre \e item must be stored in the heap with priority at least \e value.
decrease(Item item,const Prio & value)257     void decrease (Item item, const Prio& value) {
258       int i=_iim[item];
259       int p=_data[i].parent;
260       _data[i].prio=value;
261 
262       while( p!=-1 && _comp(value, _data[p].prio) ) {
263         _data[i].name=_data[p].name;
264         _data[i].prio=_data[p].prio;
265         _data[p].name=item;
266         _data[p].prio=value;
267         _iim[_data[i].name]=i;
268         i=p;
269         p=_data[p].parent;
270       }
271       _iim[item]=i;
272       if ( _comp(value, _data[_min].prio) ) _min=i;
273     }
274 
275     /// \brief Increase the priority of an item to the given value.
276     ///
277     /// This function increases the priority of an item to the given value.
278     /// \param item The item.
279     /// \param value The priority.
280     /// \pre \e item must be stored in the heap with priority at most \e value.
increase(Item item,const Prio & value)281     void increase (Item item, const Prio& value) {
282       erase(item);
283       push(item, value);
284     }
285 
286     /// \brief Return the state of an item.
287     ///
288     /// This method returns \c PRE_HEAP if the given item has never
289     /// been in the heap, \c IN_HEAP if it is in the heap at the moment,
290     /// and \c POST_HEAP otherwise.
291     /// In the latter case it is possible that the item will get back
292     /// to the heap again.
293     /// \param item The item.
state(const Item & item)294     State state(const Item &item) const {
295       int i=_iim[item];
296       if( i>=0 ) {
297         if ( _data[i].in ) i=0;
298         else i=-2;
299       }
300       return State(i);
301     }
302 
303     /// \brief Set the state of an item in the heap.
304     ///
305     /// This function sets the state of the given item in the heap.
306     /// It can be used to manually clear the heap when it is important
307     /// to achive better time complexity.
308     /// \param i The item.
309     /// \param st The state. It should not be \c IN_HEAP.
state(const Item & i,State st)310     void state(const Item& i, State st) {
311       switch (st) {
312       case POST_HEAP:
313       case PRE_HEAP:
314         if (state(i) == IN_HEAP) {
315           erase(i);
316         }
317         _iim[i] = st;
318         break;
319       case IN_HEAP:
320         break;
321       }
322     }
323 
324   private:
325 
326     // Find the minimum of the roots
findMin()327     int findMin() {
328       if( _head!=-1 ) {
329         int min_loc=_head, min_val=_data[_head].prio;
330         for( int x=_data[_head].right_neighbor; x!=-1;
331              x=_data[x].right_neighbor ) {
332           if( _comp( _data[x].prio,min_val ) ) {
333             min_val=_data[x].prio;
334             min_loc=x;
335           }
336         }
337         return min_loc;
338       }
339       else return -1;
340     }
341 
342     // Merge the heap with another heap starting at the given position
merge(int a)343     void merge(int a) {
344       if( _head==-1 || a==-1 ) return;
345       if( _data[a].right_neighbor==-1 &&
346           _data[a].degree<=_data[_head].degree ) {
347         _data[a].right_neighbor=_head;
348         _head=a;
349       } else {
350         interleave(a);
351       }
352       if( _data[_head].right_neighbor==-1 ) return;
353 
354       int x=_head;
355       int x_prev=-1, x_next=_data[x].right_neighbor;
356       while( x_next!=-1 ) {
357         if( _data[x].degree!=_data[x_next].degree ||
358             ( _data[x_next].right_neighbor!=-1 &&
359               _data[_data[x_next].right_neighbor].degree==_data[x].degree ) ) {
360           x_prev=x;
361           x=x_next;
362         }
363         else {
364           if( _comp(_data[x_next].prio,_data[x].prio) ) {
365             if( x_prev==-1 ) {
366               _head=x_next;
367             } else {
368               _data[x_prev].right_neighbor=x_next;
369             }
370             fuse(x,x_next);
371             x=x_next;
372           }
373           else {
374             _data[x].right_neighbor=_data[x_next].right_neighbor;
375             fuse(x_next,x);
376           }
377         }
378         x_next=_data[x].right_neighbor;
379       }
380     }
381 
382     // Interleave the elements of the given list into the list of the roots
interleave(int a)383     void interleave(int a) {
384       int p=_head, q=a;
385       int curr=_data.size();
386       _data.push_back(Store());
387 
388       while( p!=-1 || q!=-1 ) {
389         if( q==-1 || ( p!=-1 && _data[p].degree<_data[q].degree ) ) {
390           _data[curr].right_neighbor=p;
391           curr=p;
392           p=_data[p].right_neighbor;
393         }
394         else {
395           _data[curr].right_neighbor=q;
396           curr=q;
397           q=_data[q].right_neighbor;
398         }
399       }
400 
401       _head=_data.back().right_neighbor;
402       _data.pop_back();
403     }
404 
405     // Lace node a under node b
fuse(int a,int b)406     void fuse(int a, int b) {
407       _data[a].parent=b;
408       _data[a].right_neighbor=_data[b].child;
409       _data[b].child=a;
410 
411       ++_data[b].degree;
412     }
413 
414     // Unlace node a (if it has siblings)
unlace(int a)415     void unlace(int a) {
416       int neighb=_data[a].right_neighbor;
417       int other=_head;
418 
419       while( _data[other].right_neighbor!=a )
420         other=_data[other].right_neighbor;
421       _data[other].right_neighbor=neighb;
422     }
423 
424   private:
425 
426     class Store {
427       friend class BinomialHeap;
428 
429       Item name;
430       int parent;
431       int right_neighbor;
432       int child;
433       int degree;
434       bool in;
435       Prio prio;
436 
Store()437       Store() : parent(-1), right_neighbor(-1), child(-1), degree(0),
438         in(true) {}
439     };
440   };
441 
442 } //namespace lemon
443 
444 #endif //LEMON_BINOMIAL_HEAP_H
445 
446