How to Solve Minimum Time for K Connected Components Leetcode Problem - Interview Coder Guide
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How to Solve Minimum Time for K Connected Components Problem

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Medium#3908
LeetCode Problem

Minimum Time for K Connected Components

You are given an integer n and an undirected graph with n nodes labeled from 0 to n - 1. This is represented by a 2D array edges, where edges[i] = [ui, vi, timei] indicates an undirected edge between ...

Binary SearchUnion FindGraph+1 more

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Problem Breakdown

Understanding the Minimum Time for K Connected Components Problem

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

Problem Statement

You are given an integer n and an undirected graph with n nodes labeled from 0 to n - 1. This is represented by a 2D array edges, where edges[i] = [ui, vi, timei] indicates an undirected edge between nodes ui and vi that can be removed at timei. You are also given an integer k. Initially, the graph may be connected or disconnected. Your task is to find the minimum time t such that after removing all edges with time <= t, the graph contains at least k connected components. Return the minimum time t. A connected component is a subgraph of a graph in which there exists a path between any two vertices, and no vertex of the subgraph shares an edge with a vertex outside of the subgraph.

MediumProblem #3908
LeetCode

Minimum Time for K Connected Components

Related Topics
Binary SearchUnion FindGraphSorting
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Examples

Example 1
INPUT
n = 2, edges = [[0,1,3]], k = 2
OUTPUT
3
EXPLANATION

Initially, there is one connected component {0, 1}. At time = 1 or 2, the graph remains unchanged. At time = 3, edge [0, 1] is removed, resulting in k = 2 connected components {0}, {1}. Thus, the answer is 3.

Example 2
INPUT
n = 3, edges = [[0,1,2],[1,2,4]], k = 3
OUTPUT
4
EXPLANATION

Initially, there is one connected component {0, 1, 2}. At time = 2, edge [0, 1] is removed, resulting in two connected components {0}, {1, 2}. At time = 4, edge [1, 2] is removed, resulting in k = 3 connected components {0}, {1}, {2}. Thus, the answer is 4.

Example 3
INPUT
n = 3, edges = [[0,2,5]], k = 2
OUTPUT
0
EXPLANATION

Since there are already k = 2 disconnected components {1}, {0, 2}, no edge removal is needed. Thus, the answer is 0.

Constraints

1 <= n <= 105
0 <= edges.length <= 105
edges[i] = [ui, vi, timei]
0 <= ui, vi < n
ui != vi
1 <= timei <= 109
1 <= k <= n
There are no duplicate edges.

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