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How to Solve Minimum Height Trees Problem

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Medium#310
LeetCode Problem

Minimum Height Trees

A tree is an undirected graph in which any two vertices are connected by exactly one path. In other words, any connected graph without simple cycles is a tree. Given a tree of n nodes labelled from 0 to n - 1, and an array of n - 1 edges where edges[i] = [ai, bi] indicates that there is an undirected edge between the two nodes ai and bi in the tree, you can choose any node of the tree as the root. When you select a node x as the root, the result tree has height h. Among all possible rooted trees, those with minimum height (i.e. min(h))  are called minimum height trees (MHTs). Return a list of all MHTs' root labels. You can return the answer in any order. The height of a rooted tree is the number of edges on the longest downward path between the root and a leaf.

Depth-First SearchBreadth-First SearchGraphTopological Sort

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Problem Breakdown

Understanding the Minimum Height Trees Problem

Let's break down this LeetCode problem and understand what makes it challenging in interview settings.

Problem Statement

A tree is an undirected graph in which any two vertices are connected by exactly one path. In other words, any connected graph without simple cycles is a tree. Given a tree of n nodes labelled from 0 to n - 1, and an array of n - 1 edges where edges[i] = [ai, bi] indicates that there is an undirected edge between the two nodes ai and bi in the tree, you can choose any node of the tree as the root. When you select a node x as the root, the result tree has height h. Among all possible rooted trees, those with minimum height (i.e. min(h))  are called minimum height trees (MHTs). Return a list of all MHTs' root labels. You can return the answer in any order. The height of a rooted tree is the number of edges on the longest downward path between the root and a leaf.

MediumProblem #310
LeetCode

Minimum Height Trees

Related Topics

Depth-First SearchBreadth-First SearchGraphTopological Sort

How PhantomCodeAI Helps

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Examples

# Example 1

Input
n = 4, edges = [[1,0],[1,2],[1,3]]
Output
[1]

# Example 2

Input
n = 6, edges = [[3,0],[3,1],[3,2],[3,4],[5,4]]
Output
[3,4]

Constraints

1 <= n <= 2 * 104
edges.length == n - 1
0 <= ai, bi < n
ai != bi
All the pairs (ai, bi) are distinct.
The given input is guaranteed to be a tree and there will be no repeated edges.

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Solve Minimum Height Trees — A tree is an undirected graph in which any two vertices are connected by exactly...

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def solve(input):
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Frequently Asked Questions

Common questions about solving Minimum Height Trees and using PhantomCodeAI during coding interviews.

How does PhantomCodeAI help with LeetCode problems during a coding interview?
PhantomCodeAI reads the problem from a screenshot or listens to it via audio, then generates a complete solution with a step-by-step approach and time/space complexity, so you can focus on explaining your reasoning rather than getting stuck on implementation.
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Should I still practice these problems on my own first?
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