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LeetCode 865: Smallest Subtree with Deepest Nodes

DEV Community •
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The LeetCode 865 problem challenges developers to find the smallest subtree containing all the deepest nodes in a binary tree. This DEV Community tutorial breaks down the solution using a recursive Depth First Search (DFS) approach. The core intuition involves returning a pair of values from each node: its depth and the Lowest Common Ancestor (LCA) of its deepest descendants.

The logic dictates that if left and right subtrees have equal depths, the current node becomes the LCA; otherwise, the result propagates from the deeper side. This 'bottom-up' traversal technique is crucial for optimizing tree algorithms, reducing time complexity to O(N) by avoiding redundant passes. The article provides C++, Python, and JavaScript implementations, making it a comprehensive resource for mastering recursive tree manipulations often asked in technical interviews.