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Lecture 9 : Balanced Search Trees Bong-Soo Sohn Assistant Professor School of Computer Science and Engineering Chung-Ang University

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Balanced Binary Search Tree In Binary Search Tree Average and maximum search times will be minimized when BST is maintained as a complete tree at all times. : O (lg N) If not balanced, the search time degrades to O(N) Idea : Keep BST as balanced as possible

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AVL tree "height-balanced“ binary tree the height of the left and right subtrees of every node differ by at most one 3 25 6 47 3 5 29 14 3 12 14 7 8 11 10

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Non-AVL tree example 6 49 357 8

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Balance factor BF = (height of right subtree - height of left subtree) So, BF = -1, 0 or +1 for an AVL tree. 0 00 0 0 +1 -2 0+1 0

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AVL tree rebalancing When the AVL property is lost we can rebalance the tree via one of four rotations Single right rotation Single left rotation Double left rotation Double right rotation

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Single Left Rotation (SLR) when A is unbalanced to the left and B is left-heavy A BT3 T1T2 B T1A T2T3 SLR at A

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Single Right Rotation (SRR) when A is unbalanced to the right and B is right-heavy A T1B T2T3 B A T1T2 SRR at A

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Double Left Rotation (DLR) When C is unbalanced to left And A is right heavy C AT4 T1B T2T3 C BT4 AT3 T1T2 B AC T1T2T3T4 SLR at A SRR at C

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Double Right Rotation (DRR) When C is unbalanced to right And A is left heavy A T1B T2C T3T4 B AC T1T2T3T4 A T1C BT4 T2T3 SRR at CSRR at A

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Insertion in AVL tree An AVL tree may become out of balance in two basic situations After inserting a node in the right subtree of the right child After inserting a node in the left subtree of the right child

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insertion Insertion of a node in the right subtree of the right child Involves SLR at node P

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insertion Insertion of a node in the left subtree of the right child Involves DRR :

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insertion In each case the tree is rebalanced locally insertion requires one single or one double rotation O(constant) for rebalancing Cost of search for insert is still O(lg N) Experiments have shown that 53% of insertions do not bring the tree out of balance

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Deletion in AVL tree Not covered here Requires O(lg N) rotations in worst case

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example Given the following AVL tree, insert the node with value 9: 6 312 4 713 10

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CSE 3358 NOTE SET 13 Data Structures and Algorithms.

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