Maximum Depth of Binary Tree
Explore how to calculate the maximum depth of a binary tree by traversing nodes from the root to the deepest leaf. Understand the problem constraints and develop an efficient depth-first search approach to solve this common tree operation challenge.
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Statement
You are given the root of a binary tree, and your task is to determine the maximum depth of this tree. The maximum depth of a binary tree is determined by the count of nodes found on the longest pathway from the root node to the farthest leaf node.
Constraints:
The number of nodes in the tree is in the range
Node.data
Examples
Understand the problem
Let’s take a moment to make sure you’ve correctly understood the problem. The quiz below helps you check if you’re solving the correct problem:
Maximum Depth of Binary Tree
What is the maximum depth of the following tree?
root = [1, 2, 3, 4, 5]
1
/ \
2 3
/ \
4 5
7
3
2
4
Figure it out!
We have a game for you to play. Rearrange the logical building blocks to develop a clearer understanding of how to solve this problem.
Note: As an additional challenge, we have intentionally hidden the solution to this puzzle.
Try it yourself
Implement your solution in the following coding playground.
We have left the solution to this challenge as an exercise for you. The optimal solution to this problem runs in O(n) time and takes O(n) space. You may try to translate the logic of the solved puzzle into a coded solution.
// Definiton of a binary tree node class// class TreeNode<T> {// T data;// TreeNode<T> left;// TreeNode<T> right;// TreeNode(T data) {// this.data = data;// this.left = null;// this.right = null;// }// }import java.util.*;import ds_v1.BinaryTree.TreeNode;public class Main{public static int findMaxDepth(TreeNode<Integer> root) {// Replace this placeholder return statement with your codereturn -1;}}