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Review of Chapter 9 PowerPoint PPT Presentation

Review of Chapter 9. 張啟中. Inheritance Hierarchy. Max PQ. Min PQ. Min Heap. DEPQ. Max Heap. Mergeable Min PQ. Deap. Min-Max. Symmetric Max Data Structures. Min-Leftist. Min-Skew. MinFHeap. MinBHeap. Double-Ended Priority Queue.

Review of Chapter 9

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Review of Chapter 9

Inheritance Hierarchy

Max PQ

Min PQ

Min Heap

DEPQ

Max Heap

Mergeable Min PQ

Deap

Min-Max

Symmetric Max Data Structures

Min-Leftist

Min-Skew

MinFHeap

MinBHeap

Double-Ended Priority Queue

• A double-ended priority queue is a data structure that supports the following operations:

• inserting an element with an arbitrary key

• deleting an element with the largest key

• deleting an element with the smallest key

• There are two kinds of DEPQ

• Min-Max Heap

• Deap

Min-Max Heaps

• Definition

A min-max heap is a complete binary tree such that if it is not empty,

• Each element has a data member called key.

• Alternating levels of this tree are min levels and max levels, respectively.

• The root is on a min level.

• Let x be any node in a min-max heap. If x is on a min (max) level then the element in x has the minimum (maximum) key from among all elements in the subtree with root x. A node on a min (max) level is called a min (max) node.

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Insertion of a Min-Max Heap

• Step 1

• 將欲新增的元素插入 Min-Max Heap 最後一個節點

• Step 2

• 將新增節點與其父節點做比較，若父節點位於 Min (Max) Level，且新增節點小於 (大於) 父節點，則交換二者的位置。

• Step 3

• 若交換後新增節點的位於 Min (Max) Level，則依序往上與各 Min (Max) Level 的節點比較，若新增節點較小(大)，則二者交換。

• Step 4

• 重複 Step 3，直至不能再交換或到 root 為止。

O(logn)

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Deletion of The Min Element

• Step 1

• 刪除 root

• Step 2

• 將最後一個節點刪除，並重新插入 Min-Max Heap的 root

Deletion of The Min Element

• Step 3

• Case 1 The root has no children.

• In this case x is to be inserted into the root.

• Case 2 The root has at least one child.

• Find the smallest key from the children or grandchildren of root.

• Assume node k has the smallest key. x is inserted node.

• x.key <= h[k].key  Insert x to the root

• x.key > h[k].key and k is child of the root

 Interchange x and k

• x.key > h[k].key and k is grandchild of the root

 (1) h[k] is moved to the root.

(2) Let p is parent of node k. If x.key > h[p].key then h[p] and x

are to interchanged. Repeat Step 3 with root k.

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Deaps

• Definition

A deap is a complete binary tree that is either empty or satisfies the following properties

• The root contains no element.

• The left subtree is a min heap.

• The right subtree is a max heap.

• If the right subtree is not empty, then let i be any node in the left subtree. Let j be the corresponding node in the right subtree. If such a j does not exist, then let j be the node in the right subtree that corresponds to the parent of i. The key in node i is less than or equal to that of j.

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Max Heap

Min Heap

Insertion Into a Deap

• Step 1

• 將新增的元素插入 Deap 的最後面一個節點

• Step 2

• 與新增節點相對位置的節點比較大小，若該新增節點的位於 Max (Min) Heap，則新增節點必須大於相對節點，否則必須交換。

• Step 3

• 若新增節點位於 Min (Max) Heap，則依 Min (Max) Heap 的新增方式進行。

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Deletion of Min Element

• Step 1

• 刪除 Min Heap 的 root

• Step 2

• 比較 Min Heap 中 root 的兩個 child，將較小的值移到 root，直到 leaf 為止。

• Step 3

• 將最後一個節點刪除，插入空出的 Leaf，並依照 Deap 新增的方式操作

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