AVL TREES By Asami Enomoto CS 146 AVL Tree is… named after Adelson-Velskii and Landis the first dynamically balanced trees to be propose Binary search.

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Presentation transcript:

AVL TREES By Asami Enomoto CS 146

AVL Tree is… named after Adelson-Velskii and Landis the first dynamically balanced trees to be propose Binary search tree with balance condition in which the sub-trees of each node can differ by at most 1 in their height

Definition of a balanced tree Ensure the depth = O(log N) Take O(log N) time for searching, insertion, and deletion Every node must have left & right sub-trees of the same height

An AVL tree has the following properties: 1.Sub-trees of each node can differ by at most 1 in their height 2.Every sub-trees is an AVL tree

AVL tree? YES Each left sub-tree has height 1 greater than each right sub-tree NO Left sub-tree has height 3, but right sub-tree has height 1

Insertion and Deletions It is performed as in binary search trees If the balance is destroyed, rotation(s) is performed to correct balance For insertions, one rotation is sufficient For deletions, O(log n) rotations at most are needed

Single Rotation left sub-tree is two level deeper than the right sub-tree move ① up a level and ② down a level

Double Rotation Left sub-tree is two level deeper than the right sub-tree Move ② up two levels and ③ down a level

Insertion Insert 6 Imbalance at 8 Perform rotation with 7

Deletion Delete 4 Imbalance at 3 Perform rotation with 2 Imbalance at 5 Perform rotation with 8

Key Points AVL tree remain balanced by applying rotations, therefore it guarantees O(log N) search time in a dynamic environment Tree can be re-balanced in at most O(log N) time