cs 225
play

CS 225 Data Structures Oct. 13 AVL Rotations BST Reflection We - PowerPoint PPT Presentation

Dec 14, 2023 •198 likes •374 views

CS 225 Data Structures Oct. 13 AVL Rotations BST Reflection We know the height of a tree. We know if a tree is full , complete , and/or perfect . We know that every binary tree has ________ NULL pointers. We know many traversals of trees. We

  1. CS 225 Data Structures Oct. 13 – AVL Rotations

  2. BST Reflection We know the height of a tree. We know if a tree is full , complete , and/or perfect . We know that every binary tree has ________ NULL pointers. We know many traversals of trees. We know that a BST’s height is bound by n such that: _____ ≤ h ≤ _____ We know all key BST operations run in O(h) time. We know a BST can be used to implement a Dictionary . We know that a random BST has an average height of _____. We know that an inorder traversal of a BST is a __________. We know how to implement a BST in C++.

  3. Height-Balanced Tree What tree makes you happier? 5 7 7 5 9 9 Height balance: b = height(T R ) - height(T L ) A tree is height balanced if:

  4. 38 13 51 10 25 40 84 89 66 95

  5. BST Rotation We will perform a rotation that maintains two properties: 1. 2.

  6. 38 13 51 10 25 40 84 89 66 95

  7. 38 13 51 10 25 84 A 89 B C D

  8. 38 84 13 51 51 89 10 25 84 A A C B D 89 B C D

  9. 38 13 51 10 25 40 84 89 66 95

  10. 38 13 51 10 25 37

  11. 38 13 51 10 25 37

  12. BST Rotation Summary ry - Four kinds of rotations (L, R, LR, RL) - All rotations are local (subtrees are not impacted) - All rotations are constant time: O(1) - BST property maintained GOAL : We call these trees:

  13. AVL Trees Three issues for consideration: - Rotations - Maintaining Height - Detecting Imbalance

  14. 8 5 10 3 6 9 12 4 11 1 2

  15. Theorem: t If an insertion occurred in subtrees t 3 or t 4 and a subtree imbalance was detected at t , then a __________ rotation about t restores the balance t 1 of the tree. t 2 We gauge this by noting the balance t 3 t 4 factors: t: b=______ t->right: b=______

  16. CS 225 – Things To Be Doing Exam 5 (Theory) is ongoing! More Info: https://courses.engr.illinois.edu/cs225/fa2017/exams/ MP4: Available later today! Due: Monday, Oct. 23 at 11:59pm Lab! Due: Sunday, Oct. 15 at 11:59pm POTD Every Monday-Friday – Worth +1 Extra Credit /problem (up to +40 total)

Recommend

More recommend