Binary Search Tree
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Understanding recursive search
Searching for a value in a binary search tree can be implemented by piggybacking on any of the binary tree traversal algorithms (which would visit every node, giving O(N) time where N is the number of nodes). However, if we observe the special property of a binary search tree (given below), we can quickly develop an exponentially faster algorithm (O(h) time, where h is the tree's height, so O(logN) for a balanced tree).
- All nodes in a node's
leftsubtree areless in valuethan the node's value.- All nodes in a node's
rightsubtree aregreater in valuethan the node's value.
Algorithm
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