Binary search tree over AVL tree

Question

As far as I know the time complexity between AVL trees and Binary Search Trees are the same in average case, with AVLs beating BSTs in worst case scenarios. This gives me a

Answer 1

AVL tree is also a BST but it can rebalance itself. This behavior makes it faster in worst cases. It keeps rebalancing itself so in worst case it will consume O(log n ) time when the plain BST will take O(n). So, the answer to your question: It is always better to implement AVL tree than just plain BST.

Answer 2

Since there is the added overhead of checking and updating balance factors and rotating nodes, insertion and deletion in AVL trees can be pretty slow when compared to non-balanced BST's.

Because of the tight balancing, search will never take linear-like time, so you'll probably want to use AVL trees in situations where searching is a more frequent operation than updating the tree.

Answer 3

My assumption is: when you mention BST, you mean a BST without balancing.

It could be argued that if you need a navigatable data structure and you know your data won't be worst case (sorted) and is somewhat small, a BST (without balance) would be adequate.

But more than likely that's a rare case.

Answer 4

First, getting the best possible performance is not the ultimate goal of programming. So, even if option B was always faster and consumed less memory than A, it doesn't mean it's always the better option, if it's more complicated. More complicated code takes longer to write, is harder to understand and is more likely to contain bugs. So, if the simpler but less efficient option A is good enough for you, then it means it's the better choice.

Now, if you want to compare AVL tree with simple binary search tree (BST) without balancing, then AVL will consume more memory (each node has to remember its balance factor) and each operation can be slower (because you need to maintain the balance factor and sometimes perform rotations).

As you said, BST without balancing has a very bad (linear) worst case. But if you know that this worst case won't happen to you, or if you're okay if the operation is slow in rare cases, BST without balancing might be better than AVL.