src/lemon/fib_heap.h
author alpar
Fri, 18 Mar 2005 06:00:20 +0000
changeset 1226 71fcebd3a041
parent 1185 22bb02339808
child 1270 806451fd084b
permissions -rw-r--r--
Minor changes for educational purposes.
(Much more would be necessary...)
     1 /* -*- C++ -*-
     2  * src/lemon/fib_heap.h - Part of LEMON, a generic C++ optimization library
     3  *
     4  * Copyright (C) 2005 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
     5  * (Egervary Combinatorial Optimization Research Group, EGRES).
     6  *
     7  * Permission to use, modify and distribute this software is granted
     8  * provided that this copyright notice appears in all copies. For
     9  * precise terms see the accompanying LICENSE file.
    10  *
    11  * This software is provided "AS IS" with no warranty of any kind,
    12  * express or implied, and with no claim as to its suitability for any
    13  * purpose.
    14  *
    15  */
    16 
    17 #ifndef LEMON_FIB_HEAP_H
    18 #define LEMON_FIB_HEAP_H
    19 
    20 ///\file
    21 ///\ingroup auxdat
    22 ///\brief Fibonacci Heap implementation.
    23 
    24 #include <vector>
    25 #include <functional>
    26 #include <math.h>
    27 
    28 namespace lemon {
    29   
    30   /// \addtogroup auxdat
    31   /// @{
    32 
    33   /// Fibonacci Heap.
    34 
    35   ///This class implements the \e Fibonacci \e heap data structure. A \e heap
    36   ///is a data structure for storing items with specified values called \e
    37   ///priorities in such a way that finding the item with minimum priority is
    38   ///efficient. \c Compare specifies the ordering of the priorities. In a heap
    39   ///one can change the priority of an item, add or erase an item, etc.
    40   ///
    41   ///The methods \ref increase and \ref erase are not efficient in a Fibonacci
    42   ///heap. In case of many calls to these operations, it is better to use a
    43   ///\e binary \e heap.
    44   ///
    45   ///\param Item Type of the items to be stored.  
    46   ///\param Prio Type of the priority of the items.
    47   ///\param ItemIntMap A read and writable Item int map, used internally
    48   ///to handle the cross references.
    49   ///\param Compare A class for the ordering of the priorities. The
    50   ///default is \c std::less<Prio>.
    51   ///
    52   ///\sa BinHeap
    53   ///\sa Dijkstra
    54   ///\author Jacint Szabo 
    55  
    56 #ifdef DOXYGEN
    57   template <typename Item, 
    58 	    typename Prio, 
    59 	    typename ItemIntMap, 
    60 	    typename Compare>
    61 #else
    62   template <typename Item, 
    63 	    typename Prio, 
    64 	    typename ItemIntMap, 
    65 	    typename Compare = std::less<Prio> >
    66 #endif
    67   class FibHeap {
    68   public:     
    69     typedef Prio PrioType;
    70     
    71   private:
    72     class store;
    73     
    74     std::vector<store> container;
    75     int minimum;
    76     ItemIntMap &iimap;
    77     Compare comp;
    78     int num_items;
    79     
    80   public:
    81     ///Status of the nodes
    82     enum state_enum {
    83       ///The node is in the heap
    84       IN_HEAP = 0,
    85       ///The node has never been in the heap
    86       PRE_HEAP = -1,
    87       ///The node was in the heap but it got out of it
    88       POST_HEAP = -2
    89     };
    90     
    91     explicit FibHeap(ItemIntMap &_iimap) 
    92       : minimum(0), iimap(_iimap), num_items() {} 
    93     FibHeap(ItemIntMap &_iimap, const Compare &_comp) : minimum(0), 
    94       iimap(_iimap), comp(_comp), num_items() {}
    95     
    96     ///The number of items stored in the heap.
    97 
    98     /**
    99        Returns the number of items stored in the heap.
   100     */
   101     int size() const { return num_items; }
   102 
   103     ///Checks if the heap stores no items.
   104     
   105     /**
   106        Returns \c true if and only if the heap stores no items.
   107     */
   108     bool empty() const { return num_items==0; }
   109 
   110     ///\c item gets to the heap with priority \c value independently if \c item was already there.
   111 
   112     /**
   113        This method calls \ref push(\c item, \c value) if \c item is not
   114        stored in the heap and it calls \ref decrease(\c item, \c value) or
   115        \ref increase(\c item, \c value) otherwise.
   116     */
   117     void set (Item const item, PrioType const value); 
   118     
   119     ///Adds \c item to the heap with priority \c value. 
   120     
   121     /**
   122        Adds \c item to the heap with priority \c value. 
   123        \pre \c item must not be stored in the heap. 
   124     */
   125     void push (Item const item, PrioType const value);
   126     
   127     ///Returns the item with minimum priority relative to \c Compare.
   128     
   129     /**
   130        This method returns the item with minimum priority relative to \c
   131        Compare.  
   132        \pre The heap must be nonempty.  
   133     */
   134     Item top() const { return container[minimum].name; }
   135 
   136     ///Returns the minimum priority relative to \c Compare.
   137 
   138     /**
   139        It returns the minimum priority relative to \c Compare.
   140        \pre The heap must be nonempty.
   141     */
   142     PrioType prio() const { return container[minimum].prio; }
   143     
   144     ///Returns the priority of \c item.
   145 
   146     /**
   147        This function returns the priority of \c item.
   148        \pre \c item must be in the heap.
   149     */
   150     PrioType& operator[](const Item& item) { 
   151       return container[iimap[item]].prio; 
   152     }
   153     
   154     ///Returns the priority of \c item.
   155     
   156     /**
   157        It returns the priority of \c item.
   158        \pre \c item must be in the heap.
   159     */
   160     const PrioType& operator[](const Item& item) const { 
   161       return container[iimap[item]].prio; 
   162     }
   163 
   164 
   165     ///Deletes the item with minimum priority relative to \c Compare.
   166 
   167     /**
   168     This method deletes the item with minimum priority relative to \c
   169     Compare from the heap.  
   170     \pre The heap must be non-empty.  
   171     */
   172     void pop();
   173 
   174     ///Deletes \c item from the heap.
   175 
   176     /**
   177        This method deletes \c item from the heap, if \c item was already
   178        stored in the heap. It is quite inefficient in Fibonacci heaps.
   179     */
   180     void erase (const Item& item); 
   181 
   182     ///Decreases the priority of \c item to \c value.
   183 
   184     /**
   185        This method decreases the priority of \c item to \c value.
   186        \pre \c item must be stored in the heap with priority at least \c
   187        value relative to \c Compare.
   188     */
   189     void decrease (Item item, PrioType const value); 
   190 
   191     ///Increases the priority of \c item to \c value.
   192 
   193     /**
   194        This method sets the priority of \c item to \c value. Though
   195        there is no precondition on the priority of \c item, this
   196        method should be used only if it is indeed necessary to increase
   197        (relative to \c Compare) the priority of \c item, because this
   198        method is inefficient.
   199     */
   200     void increase (Item item, PrioType const value) {
   201       erase(item);
   202       push(item, value);
   203     }
   204 
   205 
   206     ///Returns if \c item is in, has already been in, or has never been in the heap.
   207 
   208     /**
   209        This method returns PRE_HEAP if \c item has never been in the
   210        heap, IN_HEAP if it is in the heap at the moment, and POST_HEAP
   211        otherwise. In the latter case it is possible that \c item will
   212        get back to the heap again.
   213     */
   214     state_enum state(const Item &item) const {
   215       int i=iimap[item];
   216       if( i>=0 ) {
   217 	if ( container[i].in ) i=0;
   218 	else i=-2; 
   219       }
   220       return state_enum(i);
   221     }    
   222     
   223   private:
   224     
   225     void balance();
   226     void makeroot(int c);
   227     void cut(int a, int b);
   228     void cascade(int a);
   229     void fuse(int a, int b);
   230     void unlace(int a);
   231 
   232 
   233     class store {
   234       friend class FibHeap;
   235       
   236       Item name;
   237       int parent;
   238       int left_neighbor;
   239       int right_neighbor;
   240       int child;
   241       int degree;  
   242       bool marked;
   243       bool in;
   244       PrioType prio;
   245       
   246       store() : parent(-1), child(-1), degree(), marked(false), in(true) {} 
   247     };
   248   };    
   249  
   250 
   251 
   252     // **********************************************************************
   253     //  IMPLEMENTATIONS
   254     // **********************************************************************
   255     
   256   template <typename Item, typename Prio, typename ItemIntMap, 
   257     typename Compare>
   258   void FibHeap<Item, Prio, ItemIntMap, Compare>::set 
   259   (Item const item, PrioType const value) 
   260   {
   261     int i=iimap[item];
   262     if ( i >= 0 && container[i].in ) {
   263       if ( comp(value, container[i].prio) ) decrease(item, value); 
   264       if ( comp(container[i].prio, value) ) increase(item, value); 
   265     } else push(item, value);
   266   }
   267     
   268   template <typename Item, typename Prio, typename ItemIntMap, 
   269     typename Compare>
   270   void FibHeap<Item, Prio, ItemIntMap, Compare>::push 
   271   (Item const item, PrioType const value) {
   272       int i=iimap[item];      
   273       if ( i < 0 ) {
   274 	int s=container.size();
   275 	iimap.set( item, s );	
   276 	store st;
   277 	st.name=item;
   278 	container.push_back(st);
   279 	i=s;
   280       } else {
   281 	container[i].parent=container[i].child=-1;
   282 	container[i].degree=0;
   283 	container[i].in=true;
   284 	container[i].marked=false;
   285       }
   286 
   287       if ( num_items ) {
   288 	container[container[minimum].right_neighbor].left_neighbor=i;
   289 	container[i].right_neighbor=container[minimum].right_neighbor;
   290 	container[minimum].right_neighbor=i;
   291 	container[i].left_neighbor=minimum;
   292 	if ( comp( value, container[minimum].prio) ) minimum=i; 
   293       } else {
   294 	container[i].right_neighbor=container[i].left_neighbor=i;
   295 	minimum=i;	
   296       }
   297       container[i].prio=value;
   298       ++num_items;
   299     }
   300     
   301   template <typename Item, typename Prio, typename ItemIntMap, 
   302     typename Compare>
   303   void FibHeap<Item, Prio, ItemIntMap, Compare>::pop() {
   304       /*The first case is that there are only one root.*/
   305       if ( container[minimum].left_neighbor==minimum ) {
   306 	container[minimum].in=false;
   307 	if ( container[minimum].degree!=0 ) { 
   308 	  makeroot(container[minimum].child);
   309 	  minimum=container[minimum].child;
   310 	  balance();
   311 	}
   312       } else {
   313 	int right=container[minimum].right_neighbor;
   314 	unlace(minimum);
   315 	container[minimum].in=false;
   316 	if ( container[minimum].degree > 0 ) {
   317 	  int left=container[minimum].left_neighbor;
   318 	  int child=container[minimum].child;
   319 	  int last_child=container[child].left_neighbor;
   320 	
   321 	  makeroot(child);
   322 	  
   323 	  container[left].right_neighbor=child;
   324 	  container[child].left_neighbor=left;
   325 	  container[right].left_neighbor=last_child;
   326 	  container[last_child].right_neighbor=right;
   327 	}
   328 	minimum=right;
   329 	balance();
   330       } // the case where there are more roots
   331       --num_items;   
   332     }
   333 
   334 
   335   template <typename Item, typename Prio, typename ItemIntMap, 
   336     typename Compare>
   337   void FibHeap<Item, Prio, ItemIntMap, Compare>::erase 
   338   (const Item& item) {
   339       int i=iimap[item];
   340       
   341       if ( i >= 0 && container[i].in ) { 	
   342 	if ( container[i].parent!=-1 ) {
   343 	  int p=container[i].parent;
   344 	  cut(i,p);	    
   345 	  cascade(p);
   346 	}
   347 	minimum=i;     //As if its prio would be -infinity
   348 	pop();
   349       }
   350   }
   351     
   352   template <typename Item, typename Prio, typename ItemIntMap, 
   353     typename Compare>
   354   void FibHeap<Item, Prio, ItemIntMap, Compare>::decrease 
   355   (Item item, PrioType const value) {
   356       int i=iimap[item];
   357       container[i].prio=value;
   358       int p=container[i].parent;
   359       
   360       if ( p!=-1 && comp(value, container[p].prio) ) {
   361 	cut(i,p);	    
   362 	cascade(p);
   363       }      
   364       if ( comp(value, container[minimum].prio) ) minimum=i; 
   365   }
   366  
   367 
   368   template <typename Item, typename Prio, typename ItemIntMap, 
   369     typename Compare>
   370   void FibHeap<Item, Prio, ItemIntMap, Compare>::balance() {      
   371 
   372     int maxdeg=int( floor( 2.08*log(double(container.size()))))+1;
   373   
   374     std::vector<int> A(maxdeg,-1); 
   375     
   376     /*
   377      *Recall that now minimum does not point to the minimum prio element.
   378      *We set minimum to this during balance().
   379      */
   380     int anchor=container[minimum].left_neighbor; 
   381     int next=minimum; 
   382     bool end=false; 
   383     	
   384        do {
   385 	int active=next;
   386 	if ( anchor==active ) end=true;
   387 	int d=container[active].degree;
   388 	next=container[active].right_neighbor;
   389 
   390 	while (A[d]!=-1) {	  
   391 	  if( comp(container[active].prio, container[A[d]].prio) ) {
   392 	    fuse(active,A[d]); 
   393 	  } else { 
   394 	    fuse(A[d],active);
   395 	    active=A[d];
   396 	  } 
   397 	  A[d]=-1;
   398 	  ++d;
   399 	}	
   400 	A[d]=active;
   401        } while ( !end );
   402 
   403 
   404        while ( container[minimum].parent >=0 ) minimum=container[minimum].parent;
   405        int s=minimum;
   406        int m=minimum;
   407        do {  
   408 	 if ( comp(container[s].prio, container[minimum].prio) ) minimum=s;
   409 	 s=container[s].right_neighbor;
   410        } while ( s != m );
   411     }
   412 
   413   template <typename Item, typename Prio, typename ItemIntMap, 
   414     typename Compare>
   415   void FibHeap<Item, Prio, ItemIntMap, Compare>::makeroot 
   416   (int c) {
   417       int s=c;
   418       do {  
   419 	container[s].parent=-1;
   420 	s=container[s].right_neighbor;
   421       } while ( s != c );
   422     }
   423   
   424   
   425   template <typename Item, typename Prio, typename ItemIntMap, 
   426     typename Compare>
   427   void FibHeap<Item, Prio, ItemIntMap, Compare>::cut 
   428   (int a, int b) {    
   429     /*
   430      *Replacing a from the children of b.
   431      */
   432     --container[b].degree;
   433     
   434     if ( container[b].degree !=0 ) {
   435       int child=container[b].child;
   436       if ( child==a ) 
   437 	container[b].child=container[child].right_neighbor;
   438       unlace(a);
   439     }
   440     
   441     
   442     /*Lacing a to the roots.*/
   443     int right=container[minimum].right_neighbor;
   444     container[minimum].right_neighbor=a;
   445     container[a].left_neighbor=minimum;
   446     container[a].right_neighbor=right;
   447     container[right].left_neighbor=a;
   448     
   449     container[a].parent=-1;
   450     container[a].marked=false;
   451   }
   452   
   453 
   454   template <typename Item, typename Prio, typename ItemIntMap, 
   455     typename Compare>
   456   void FibHeap<Item, Prio, ItemIntMap, Compare>::cascade 
   457   (int a) 
   458     {
   459       if ( container[a].parent!=-1 ) {
   460 	int p=container[a].parent;
   461 	
   462 	if ( container[a].marked==false ) container[a].marked=true;
   463 	else {
   464 	  cut(a,p);
   465 	  cascade(p);
   466 	}
   467       }
   468     }
   469 
   470 
   471   template <typename Item, typename Prio, typename ItemIntMap, 
   472     typename Compare>
   473   void FibHeap<Item, Prio, ItemIntMap, Compare>::fuse 
   474   (int a, int b) {
   475       unlace(b);
   476       
   477       /*Lacing b under a.*/
   478       container[b].parent=a;
   479 
   480       if (container[a].degree==0) {
   481 	container[b].left_neighbor=b;
   482 	container[b].right_neighbor=b;
   483 	container[a].child=b;	
   484       } else {
   485 	int child=container[a].child;
   486 	int last_child=container[child].left_neighbor;
   487 	container[child].left_neighbor=b;
   488 	container[b].right_neighbor=child;
   489 	container[last_child].right_neighbor=b;
   490 	container[b].left_neighbor=last_child;
   491       }
   492 
   493       ++container[a].degree;
   494       
   495       container[b].marked=false;
   496     }
   497 
   498   
   499   /*
   500    *It is invoked only if a has siblings.
   501    */
   502   template <typename Item, typename Prio, typename ItemIntMap, 
   503     typename Compare>
   504   void FibHeap<Item, Prio, ItemIntMap, Compare>::unlace 
   505   (int a) {      
   506       int leftn=container[a].left_neighbor;
   507       int rightn=container[a].right_neighbor;
   508       container[leftn].right_neighbor=rightn;
   509       container[rightn].left_neighbor=leftn;
   510   }
   511   
   512   ///@}
   513 
   514 } //namespace lemon
   515 
   516 #endif //LEMON_FIB_HEAP_H
   517