anupam-io / avl_tree

AVL tree: height-balanced trees in C supporting add, remove, search, update features. A comparison of AVL trees with red-black trees is also done(std::set).

AVL Trees: perfectly balanced, as all things should be

Introduction

AVL trees(named after inventors Adelson-Velsky and Landis), also known as height-balanced trees are a widely-used data structure when it comes to efficient read, write and search operations.

Similar to a BST(binary search tree), an AVL tree also has basic operations:

• add()
• remove()
• search()

But what makes an AVL tree efficient and fast

• always height balanced
  • balance factor on any node is 0 or 1
• always achieves minimum height
  • by rotations

How is it perfect balanced

At the time of insertions and deletions:

• it finds the first node where one side becomes more heavy than the other
• fix this by RR, RL, LR, LL rotations
• the whole tree is balanced

Comparision with RB trees

I have compared my implementation with the std::set(implemented with red-black trees) for different workloads. Here are the results:

How to use ?

• defining an instance of avl tree:
  • tree* my_tree = new_tree();
• adding an element:
  • add_t(my_tree, 77);
• removing an element:
  • remove_t(my_tree, 67);
• searching for an element:
  • find_t(my_tree, 57);
• deleting the instance of tree:
  • delete_tree(my_tree);

Contributors

Anupam Kumar