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