| [906] | 1 | /* -*- C++ -*- | 
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| [921] | 2 |  * src/lemon/fib_heap.h - Part of LEMON, a generic C++ optimization library | 
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| [906] | 3 |  * | 
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 | 4 |  * Copyright (C) 2004 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport | 
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 | 5 |  * (Egervary Combinatorial Optimization Research Group, EGRES). | 
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 | 6 |  * | 
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 | 7 |  * Permission to use, modify and distribute this software is granted | 
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 | 8 |  * provided that this copyright notice appears in all copies. For | 
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 | 9 |  * precise terms see the accompanying LICENSE file. | 
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 | 10 |  * | 
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 | 11 |  * This software is provided "AS IS" with no warranty of any kind, | 
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 | 12 |  * express or implied, and with no claim as to its suitability for any | 
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 | 13 |  * purpose. | 
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 | 14 |  * | 
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 | 15 |  */ | 
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| [255] | 16 |  | 
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| [921] | 17 | #ifndef LEMON_FIB_HEAP_H | 
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 | 18 | #define LEMON_FIB_HEAP_H | 
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| [255] | 19 |  | 
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| [857] | 20 | ///\file | 
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| [491] | 21 | ///\ingroup auxdat | 
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| [255] | 22 | ///\brief Fibonacci Heap implementation. | 
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 | 23 |  | 
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 | 24 | #include <vector> | 
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 | 25 | #include <functional> | 
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 | 26 | #include <math.h> | 
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 | 27 |  | 
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| [921] | 28 | namespace lemon { | 
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| [255] | 29 |    | 
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| [430] | 30 |   /// \addtogroup auxdat | 
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 | 31 |   /// @{ | 
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 | 32 |  | 
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| [857] | 33 |   /// Fibonacci Heap. | 
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| [373] | 34 |  | 
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| [857] | 35 |   ///This class implements the \e Fibonacci \e heap data structure. A \e heap | 
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 | 36 |   ///is a data structure for storing items with specified values called \e | 
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 | 37 |   ///priorities in such a way that finding the item with minimum priority is | 
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| [911] | 38 |   ///efficient. \c Compare specifies the ordering of the priorities. In a heap | 
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| [857] | 39 |   ///one can change the priority of an item, add or erase an item, etc. | 
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 | 40 |   /// | 
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 | 41 |   ///The methods \ref increase and \ref erase are not efficient in a Fibonacci | 
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 | 42 |   ///heap. In case of many calls to these operations, it is better to use a | 
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 | 43 |   ///\e binary \e heap. | 
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 | 44 |   /// | 
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 | 45 |   ///\param Item Type of the items to be stored.   | 
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 | 46 |   ///\param Prio Type of the priority of the items. | 
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 | 47 |   ///\param ItemIntMap A read and writable Item int map, for the usage of | 
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 | 48 |   ///the heap. | 
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 | 49 |   ///\param Compare A class for the ordering of the priorities. The | 
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 | 50 |   ///default is \c std::less<Prio>. | 
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 | 51 |   /// | 
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 | 52 |   ///\author Jacint Szabo  | 
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 | 53 |   | 
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| [373] | 54 | #ifdef DOXYGEN | 
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 | 55 |   template <typename Item,  | 
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 | 56 |             typename Prio,  | 
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 | 57 |             typename ItemIntMap,  | 
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 | 58 |             typename Compare> | 
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 | 59 | #else | 
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 | 60 |   template <typename Item,  | 
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 | 61 |             typename Prio,  | 
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 | 62 |             typename ItemIntMap,  | 
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| [255] | 63 |             typename Compare = std::less<Prio> > | 
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| [373] | 64 | #endif | 
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| [255] | 65 |   class FibHeap { | 
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| [387] | 66 |   public:      | 
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| [255] | 67 |     typedef Prio PrioType; | 
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 | 68 |      | 
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| [373] | 69 |   private: | 
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| [255] | 70 |     class store; | 
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 | 71 |      | 
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 | 72 |     std::vector<store> container; | 
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 | 73 |     int minimum; | 
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 | 74 |     ItemIntMap &iimap; | 
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 | 75 |     Compare comp; | 
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 | 76 |     int num_items; | 
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| [373] | 77 |      | 
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| [255] | 78 |   public: | 
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 | 79 |     enum state_enum { | 
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 | 80 |       IN_HEAP = 0, | 
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 | 81 |       PRE_HEAP = -1, | 
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 | 82 |       POST_HEAP = -2 | 
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 | 83 |     }; | 
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 | 84 |      | 
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| [373] | 85 |     FibHeap(ItemIntMap &_iimap) : minimum(0), iimap(_iimap), num_items() {}  | 
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 | 86 |     FibHeap(ItemIntMap &_iimap, const Compare &_comp) : minimum(0),  | 
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| [255] | 87 |       iimap(_iimap), comp(_comp), num_items() {} | 
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 | 88 |      | 
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| [373] | 89 |     ///The number of items stored in the heap. | 
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 | 90 |  | 
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 | 91 |     /** | 
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| [387] | 92 |        Returns the number of items stored in the heap. | 
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| [373] | 93 |     */ | 
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 | 94 |     int size() const { return num_items; } | 
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 | 95 |  | 
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 | 96 |     ///Checks if the heap stores no items. | 
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| [255] | 97 |      | 
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| [373] | 98 |     /** | 
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| [857] | 99 |        Returns \c true if and only if the heap stores no items. | 
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| [373] | 100 |     */ | 
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 | 101 |     bool empty() const { return num_items==0; } | 
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 | 102 |  | 
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| [387] | 103 |     ///\c item gets to the heap with priority \c value independently if \c item was already there. | 
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| [373] | 104 |  | 
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 | 105 |     /** | 
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| [387] | 106 |        This method calls \ref push(\c item, \c value) if \c item is not | 
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 | 107 |        stored in the heap and it calls \ref decrease(\c item, \c value) or | 
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 | 108 |        \ref increase(\c item, \c value) otherwise. | 
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| [373] | 109 |     */ | 
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| [387] | 110 |     void set (Item const item, PrioType const value);  | 
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| [373] | 111 |      | 
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 | 112 |     ///Adds \c item to the heap with priority \c value.  | 
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 | 113 |      | 
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 | 114 |     /** | 
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 | 115 |        Adds \c item to the heap with priority \c value.  | 
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 | 116 |        \pre \c item must not be stored in the heap.  | 
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 | 117 |     */ | 
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| [387] | 118 |     void push (Item const item, PrioType const value); | 
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| [373] | 119 |      | 
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| [911] | 120 |     ///Returns the item with minimum priority relative to \c Compare. | 
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| [373] | 121 |      | 
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 | 122 |     /** | 
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| [911] | 123 |        This method returns the item with minimum priority relative to \c | 
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| [857] | 124 |        Compare.   | 
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 | 125 |        \pre The heap must be nonempty.   | 
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| [373] | 126 |     */ | 
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 | 127 |     Item top() const { return container[minimum].name; } | 
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 | 128 |  | 
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| [911] | 129 |     ///Returns the minimum priority relative to \c Compare. | 
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| [373] | 130 |  | 
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 | 131 |     /** | 
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| [911] | 132 |        It returns the minimum priority relative to \c Compare. | 
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| [373] | 133 |        \pre The heap must be nonempty. | 
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 | 134 |     */ | 
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 | 135 |     PrioType prio() const { return container[minimum].prio; } | 
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 | 136 |      | 
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 | 137 |     ///Returns the priority of \c item. | 
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 | 138 |  | 
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 | 139 |     /** | 
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| [857] | 140 |        This function returns the priority of \c item. | 
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| [373] | 141 |        \pre \c item must be in the heap. | 
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 | 142 |     */ | 
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| [387] | 143 |     PrioType& operator[](const Item& item) {  | 
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 | 144 |       return container[iimap[item]].prio;  | 
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 | 145 |     } | 
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| [373] | 146 |      | 
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 | 147 |     ///Returns the priority of \c item. | 
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 | 148 |      | 
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 | 149 |     /** | 
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 | 150 |        It returns the priority of \c item. | 
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 | 151 |        \pre \c item must be in the heap. | 
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 | 152 |     */ | 
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| [387] | 153 |     const PrioType& operator[](const Item& item) const {  | 
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 | 154 |       return container[iimap[item]].prio;  | 
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| [255] | 155 |     } | 
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 | 156 |  | 
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 | 157 |  | 
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| [911] | 158 |     ///Deletes the item with minimum priority relative to \c Compare. | 
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| [255] | 159 |  | 
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| [373] | 160 |     /** | 
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| [911] | 161 |     This method deletes the item with minimum priority relative to \c | 
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| [857] | 162 |     Compare from the heap.   | 
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 | 163 |     \pre The heap must be non-empty.   | 
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| [373] | 164 |     */ | 
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 | 165 |     void pop(); | 
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 | 166 |  | 
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 | 167 |     ///Deletes \c item from the heap. | 
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 | 168 |  | 
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 | 169 |     /** | 
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 | 170 |        This method deletes \c item from the heap, if \c item was already | 
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 | 171 |        stored in the heap. It is quite inefficient in Fibonacci heaps. | 
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 | 172 |     */ | 
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| [387] | 173 |     void erase (const Item& item);  | 
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| [373] | 174 |  | 
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 | 175 |     ///Decreases the priority of \c item to \c value. | 
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 | 176 |  | 
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 | 177 |     /** | 
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 | 178 |        This method decreases the priority of \c item to \c value. | 
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 | 179 |        \pre \c item must be stored in the heap with priority at least \c | 
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| [911] | 180 |        value relative to \c Compare. | 
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| [373] | 181 |     */ | 
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| [387] | 182 |     void decrease (Item item, PrioType const value);  | 
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| [373] | 183 |  | 
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 | 184 |     ///Increases the priority of \c item to \c value. | 
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 | 185 |  | 
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 | 186 |     /** | 
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 | 187 |        This method sets the priority of \c item to \c value. Though | 
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 | 188 |        there is no precondition on the priority of \c item, this | 
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| [857] | 189 |        method should be used only if it is indeed necessary to increase | 
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| [911] | 190 |        (relative to \c Compare) the priority of \c item, because this | 
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| [373] | 191 |        method is inefficient. | 
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 | 192 |     */ | 
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| [387] | 193 |     void increase (Item item, PrioType const value) { | 
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 | 194 |       erase(item); | 
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 | 195 |       push(item, value); | 
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| [373] | 196 |     } | 
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 | 197 |  | 
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 | 198 |  | 
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| [857] | 199 |     ///Returns if \c item is in, has already been in, or has never been in the heap. | 
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| [373] | 200 |  | 
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 | 201 |     /** | 
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 | 202 |        This method returns PRE_HEAP if \c item has never been in the | 
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 | 203 |        heap, IN_HEAP if it is in the heap at the moment, and POST_HEAP | 
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 | 204 |        otherwise. In the latter case it is possible that \c item will | 
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 | 205 |        get back to the heap again. | 
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 | 206 |     */ | 
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| [387] | 207 |     state_enum state(const Item &item) const { | 
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 | 208 |       int i=iimap[item]; | 
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 | 209 |       if( i>=0 ) { | 
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 | 210 |         if ( container[i].in ) i=0; | 
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 | 211 |         else i=-2;  | 
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 | 212 |       } | 
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 | 213 |       return state_enum(i); | 
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 | 214 |     }     | 
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 | 215 |      | 
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 | 216 |   private: | 
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 | 217 |      | 
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 | 218 |     void balance(); | 
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 | 219 |     void makeroot(int c); | 
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 | 220 |     void cut(int a, int b); | 
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 | 221 |     void cascade(int a); | 
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 | 222 |     void fuse(int a, int b); | 
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 | 223 |     void unlace(int a); | 
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| [373] | 224 |  | 
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 | 225 |  | 
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| [387] | 226 |     class store { | 
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 | 227 |       friend class FibHeap; | 
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 | 228 |        | 
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 | 229 |       Item name; | 
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 | 230 |       int parent; | 
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 | 231 |       int left_neighbor; | 
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 | 232 |       int right_neighbor; | 
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 | 233 |       int child; | 
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 | 234 |       int degree;   | 
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 | 235 |       bool marked; | 
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 | 236 |       bool in; | 
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 | 237 |       PrioType prio; | 
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 | 238 |        | 
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 | 239 |       store() : parent(-1), child(-1), degree(), marked(false), in(true) {}  | 
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 | 240 |     }; | 
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 | 241 |   };     | 
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 | 242 |   | 
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 | 243 |  | 
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| [373] | 244 |  | 
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 | 245 |     // ********************************************************************** | 
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 | 246 |     //  IMPLEMENTATIONS | 
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 | 247 |     // ********************************************************************** | 
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 | 248 |      | 
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| [387] | 249 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 250 |     typename Compare> | 
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 | 251 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::set  | 
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 | 252 |   (Item const item, PrioType const value)  | 
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 | 253 |   { | 
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 | 254 |     int i=iimap[item]; | 
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 | 255 |     if ( i >= 0 && container[i].in ) { | 
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 | 256 |       if ( comp(value, container[i].prio) ) decrease(item, value);  | 
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 | 257 |       if ( comp(container[i].prio, value) ) increase(item, value);  | 
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 | 258 |     } else push(item, value); | 
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 | 259 |   } | 
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| [255] | 260 |      | 
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| [387] | 261 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 262 |     typename Compare> | 
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 | 263 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::push  | 
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 | 264 |   (Item const item, PrioType const value) { | 
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 | 265 |       int i=iimap[item];       | 
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| [255] | 266 |       if ( i < 0 ) { | 
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 | 267 |         int s=container.size(); | 
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| [387] | 268 |         iimap.set( item, s );    | 
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| [255] | 269 |         store st; | 
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| [387] | 270 |         st.name=item; | 
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| [255] | 271 |         container.push_back(st); | 
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 | 272 |         i=s; | 
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 | 273 |       } else { | 
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 | 274 |         container[i].parent=container[i].child=-1; | 
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 | 275 |         container[i].degree=0; | 
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 | 276 |         container[i].in=true; | 
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 | 277 |         container[i].marked=false; | 
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 | 278 |       } | 
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 | 279 |  | 
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 | 280 |       if ( num_items ) { | 
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 | 281 |         container[container[minimum].right_neighbor].left_neighbor=i; | 
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 | 282 |         container[i].right_neighbor=container[minimum].right_neighbor; | 
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 | 283 |         container[minimum].right_neighbor=i; | 
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 | 284 |         container[i].left_neighbor=minimum; | 
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 | 285 |         if ( comp( value, container[minimum].prio) ) minimum=i;  | 
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 | 286 |       } else { | 
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 | 287 |         container[i].right_neighbor=container[i].left_neighbor=i; | 
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 | 288 |         minimum=i;       | 
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 | 289 |       } | 
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 | 290 |       container[i].prio=value; | 
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 | 291 |       ++num_items; | 
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 | 292 |     } | 
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 | 293 |      | 
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| [387] | 294 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 295 |     typename Compare> | 
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 | 296 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::pop() { | 
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| [255] | 297 |       /*The first case is that there are only one root.*/ | 
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 | 298 |       if ( container[minimum].left_neighbor==minimum ) { | 
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 | 299 |         container[minimum].in=false; | 
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 | 300 |         if ( container[minimum].degree!=0 ) {  | 
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 | 301 |           makeroot(container[minimum].child); | 
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 | 302 |           minimum=container[minimum].child; | 
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 | 303 |           balance(); | 
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 | 304 |         } | 
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 | 305 |       } else { | 
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 | 306 |         int right=container[minimum].right_neighbor; | 
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 | 307 |         unlace(minimum); | 
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 | 308 |         container[minimum].in=false; | 
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 | 309 |         if ( container[minimum].degree > 0 ) { | 
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 | 310 |           int left=container[minimum].left_neighbor; | 
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 | 311 |           int child=container[minimum].child; | 
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 | 312 |           int last_child=container[child].left_neighbor; | 
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 | 313 |          | 
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 | 314 |           makeroot(child); | 
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 | 315 |            | 
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 | 316 |           container[left].right_neighbor=child; | 
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 | 317 |           container[child].left_neighbor=left; | 
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 | 318 |           container[right].left_neighbor=last_child; | 
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 | 319 |           container[last_child].right_neighbor=right; | 
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 | 320 |         } | 
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 | 321 |         minimum=right; | 
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 | 322 |         balance(); | 
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 | 323 |       } // the case where there are more roots | 
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 | 324 |       --num_items;    | 
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 | 325 |     } | 
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 | 326 |  | 
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| [387] | 327 |  | 
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 | 328 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 329 |     typename Compare> | 
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 | 330 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::erase  | 
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 | 331 |   (const Item& item) { | 
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 | 332 |       int i=iimap[item]; | 
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| [255] | 333 |        | 
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 | 334 |       if ( i >= 0 && container[i].in ) {         | 
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 | 335 |         if ( container[i].parent!=-1 ) { | 
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 | 336 |           int p=container[i].parent; | 
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 | 337 |           cut(i,p);          | 
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 | 338 |           cascade(p); | 
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 | 339 |         } | 
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 | 340 |         minimum=i;     //As if its prio would be -infinity | 
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 | 341 |         pop(); | 
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 | 342 |       } | 
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| [387] | 343 |   } | 
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| [255] | 344 |      | 
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| [387] | 345 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 346 |     typename Compare> | 
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 | 347 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::decrease  | 
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 | 348 |   (Item item, PrioType const value) { | 
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 | 349 |       int i=iimap[item]; | 
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| [255] | 350 |       container[i].prio=value; | 
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 | 351 |       int p=container[i].parent; | 
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 | 352 |        | 
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 | 353 |       if ( p!=-1 && comp(value, container[p].prio) ) { | 
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 | 354 |         cut(i,p);            | 
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 | 355 |         cascade(p); | 
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 | 356 |       }       | 
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 | 357 |       if ( comp(value, container[minimum].prio) ) minimum=i;  | 
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| [387] | 358 |   } | 
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 | 359 |   | 
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| [255] | 360 |  | 
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| [387] | 361 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 362 |     typename Compare> | 
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 | 363 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::balance() {       | 
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| [255] | 364 |  | 
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 | 365 |     int maxdeg=int( floor( 2.08*log(double(container.size()))))+1; | 
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 | 366 |    | 
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 | 367 |     std::vector<int> A(maxdeg,-1);  | 
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 | 368 |      | 
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 | 369 |     /* | 
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 | 370 |      *Recall that now minimum does not point to the minimum prio element. | 
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 | 371 |      *We set minimum to this during balance(). | 
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 | 372 |      */ | 
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 | 373 |     int anchor=container[minimum].left_neighbor;  | 
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 | 374 |     int next=minimum;  | 
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 | 375 |     bool end=false;  | 
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 | 376 |          | 
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 | 377 |        do { | 
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 | 378 |         int active=next; | 
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 | 379 |         if ( anchor==active ) end=true; | 
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 | 380 |         int d=container[active].degree; | 
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 | 381 |         next=container[active].right_neighbor; | 
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 | 382 |  | 
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 | 383 |         while (A[d]!=-1) {         | 
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 | 384 |           if( comp(container[active].prio, container[A[d]].prio) ) { | 
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 | 385 |             fuse(active,A[d]);  | 
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 | 386 |           } else {  | 
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 | 387 |             fuse(A[d],active); | 
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 | 388 |             active=A[d]; | 
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 | 389 |           }  | 
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 | 390 |           A[d]=-1; | 
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 | 391 |           ++d; | 
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 | 392 |         }        | 
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 | 393 |         A[d]=active; | 
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 | 394 |        } while ( !end ); | 
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 | 395 |  | 
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 | 396 |  | 
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 | 397 |        while ( container[minimum].parent >=0 ) minimum=container[minimum].parent; | 
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 | 398 |        int s=minimum; | 
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 | 399 |        int m=minimum; | 
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 | 400 |        do {   | 
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 | 401 |          if ( comp(container[s].prio, container[minimum].prio) ) minimum=s; | 
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 | 402 |          s=container[s].right_neighbor; | 
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 | 403 |        } while ( s != m ); | 
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 | 404 |     } | 
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 | 405 |  | 
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| [387] | 406 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 407 |     typename Compare> | 
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 | 408 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::makeroot  | 
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 | 409 |   (int c) { | 
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| [255] | 410 |       int s=c; | 
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 | 411 |       do {   | 
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 | 412 |         container[s].parent=-1; | 
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 | 413 |         s=container[s].right_neighbor; | 
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 | 414 |       } while ( s != c ); | 
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 | 415 |     } | 
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| [387] | 416 |    | 
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 | 417 |    | 
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 | 418 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 419 |     typename Compare> | 
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 | 420 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::cut  | 
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 | 421 |   (int a, int b) {     | 
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 | 422 |     /* | 
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 | 423 |      *Replacing a from the children of b. | 
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 | 424 |      */ | 
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 | 425 |     --container[b].degree; | 
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| [255] | 426 |      | 
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| [387] | 427 |     if ( container[b].degree !=0 ) { | 
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 | 428 |       int child=container[b].child; | 
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 | 429 |       if ( child==a )  | 
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 | 430 |         container[b].child=container[child].right_neighbor; | 
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 | 431 |       unlace(a); | 
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 | 432 |     } | 
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 | 433 |      | 
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 | 434 |      | 
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 | 435 |     /*Lacing a to the roots.*/ | 
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 | 436 |     int right=container[minimum].right_neighbor; | 
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 | 437 |     container[minimum].right_neighbor=a; | 
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 | 438 |     container[a].left_neighbor=minimum; | 
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 | 439 |     container[a].right_neighbor=right; | 
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 | 440 |     container[right].left_neighbor=a; | 
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 | 441 |      | 
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 | 442 |     container[a].parent=-1; | 
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 | 443 |     container[a].marked=false; | 
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 | 444 |   } | 
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 | 445 |    | 
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| [255] | 446 |  | 
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| [387] | 447 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 448 |     typename Compare> | 
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 | 449 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::cascade  | 
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 | 450 |   (int a)  | 
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| [255] | 451 |     { | 
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 | 452 |       if ( container[a].parent!=-1 ) { | 
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 | 453 |         int p=container[a].parent; | 
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 | 454 |          | 
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 | 455 |         if ( container[a].marked==false ) container[a].marked=true; | 
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 | 456 |         else { | 
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 | 457 |           cut(a,p); | 
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 | 458 |           cascade(p); | 
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 | 459 |         } | 
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 | 460 |       } | 
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 | 461 |     } | 
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 | 462 |  | 
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 | 463 |  | 
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| [387] | 464 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 465 |     typename Compare> | 
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 | 466 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::fuse  | 
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 | 467 |   (int a, int b) { | 
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| [255] | 468 |       unlace(b); | 
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 | 469 |        | 
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 | 470 |       /*Lacing b under a.*/ | 
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 | 471 |       container[b].parent=a; | 
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 | 472 |  | 
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 | 473 |       if (container[a].degree==0) { | 
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 | 474 |         container[b].left_neighbor=b; | 
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 | 475 |         container[b].right_neighbor=b; | 
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 | 476 |         container[a].child=b;    | 
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 | 477 |       } else { | 
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 | 478 |         int child=container[a].child; | 
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 | 479 |         int last_child=container[child].left_neighbor; | 
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 | 480 |         container[child].left_neighbor=b; | 
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 | 481 |         container[b].right_neighbor=child; | 
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 | 482 |         container[last_child].right_neighbor=b; | 
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 | 483 |         container[b].left_neighbor=last_child; | 
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 | 484 |       } | 
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 | 485 |  | 
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 | 486 |       ++container[a].degree; | 
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 | 487 |        | 
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 | 488 |       container[b].marked=false; | 
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 | 489 |     } | 
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 | 490 |  | 
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| [387] | 491 |    | 
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 | 492 |   /* | 
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 | 493 |    *It is invoked only if a has siblings. | 
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 | 494 |    */ | 
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 | 495 |   template <typename Item, typename Prio, typename ItemIntMap,  | 
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 | 496 |     typename Compare> | 
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 | 497 |   void FibHeap<Item, Prio, ItemIntMap, Compare>::unlace  | 
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 | 498 |   (int a) {       | 
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| [255] | 499 |       int leftn=container[a].left_neighbor; | 
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 | 500 |       int rightn=container[a].right_neighbor; | 
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 | 501 |       container[leftn].right_neighbor=rightn; | 
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 | 502 |       container[rightn].left_neighbor=leftn; | 
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| [387] | 503 |   } | 
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| [255] | 504 |    | 
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| [430] | 505 |   ///@} | 
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 | 506 |  | 
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| [921] | 507 | } //namespace lemon | 
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| [477] | 508 |  | 
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| [921] | 509 | #endif //LEMON_FIB_HEAP_H | 
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| [477] | 510 |  | 
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