LeetCode 2471: Minimum Number of Operations to Sort a Binary Tree by Level Solution

Master LeetCode problem 2471 (Minimum Number of Operations to Sort a Binary Tree by Level), a medium challenge, with our optimized solutions in Java, C++, and Python. Explore detailed explanations, test your code in our interactive editor, and prepare for coding interviews.

2471. Minimum Number of Operations to Sort a Binary Tree by Level

Medium

Tree Breadth-First Search Binary Tree

Problem Explanation

Explanation

To solve this problem, we can perform a breadth-first search (BFS) traversal of the binary tree while keeping track of the values at each level. We can then sort the values at each level and calculate the minimum number of operations needed to make them strictly increasing.

Perform a BFS traversal of the binary tree to collect values at each level.
For each level, sort the values and calculate the number of operations needed to make them strictly increasing.
Sum up the operations required for each level to get the total minimum number of operations.

Time complexity: O(n log n) where n is the number of nodes in the binary tree. Space complexity: O(n) where n is the number of nodes in the binary tree.

Solution Code

import java.util.*;

class TreeNode {
    int val;
    TreeNode left;
    TreeNode right;
    TreeNode(int x) { val = x; }
}

public class Solution {
    public int minOperations(TreeNode root) {
        if (root == null) return 0;

        Queue<TreeNode> queue = new LinkedList<>();
        queue.offer(root);
        List<List<Integer>> levels = new ArrayList<>();

        while (!queue.isEmpty()) {
            int size = queue.size();
            List<Integer> levelValues = new ArrayList<>();

            for (int i = 0; i < size; i++) {
                TreeNode curr = queue.poll();
                levelValues.add(curr.val);

                if (curr.left != null) queue.offer(curr.left);
                if (curr.right != null) queue.offer(curr.right);
            }

            levels.add(levelValues);
        }

        int operations = 0;
        for (List<Integer> level : levels) {
            List<Integer> sortedLevel = new ArrayList<>(level);
            Collections.sort(sortedLevel);
            operations += getOperations(level, sortedLevel);
        }

        return operations;
    }

    private int getOperations(List<Integer> level, List<Integer> sortedLevel) {
        int operations = 0;
        for (int i = 0; i < level.size(); i++) {
            if (!level.get(i).equals(sortedLevel.get(i))) {
                operations++;
            }
        }
        return operations;
    }
}

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