CustomCC0-1.0#P0051700
Connected Components After Queries
Summary
- •Phase 2 / DSU, Offline Processing
- •Reasoning-first competitive programming drill
Problem Description
Given an undirected graph with N nodes and M edges, you are given Q queries. In each query, you remove a specified edge and report the number of connected components.
How to read this problem in plain language:
- This is a Phase 2 reasoning drill focused on DSU, Offline Processing.
- Typical lenses to test first: dsu, offline, graphs.
- Constraints reminder: 2 ≤ , 1 ≤ , 1 ≤
Mini examples for mental simulation:
1) Boundary example: Describe why this case is tricky. Explain expected behavior and why naive logic may fail.
2) Adversarial example: Adversarial case where naive greedy/local decision looks correct but fails globally.
Lite-mode writing target:
- Write 1~2 observations that shrink the search space.
- Name one final algorithm and state target complexity explicitly.
- Validate with at least 2 edge cases and one hand simulation.
Constraints
- •2 ≤ , 1 ≤ , 1 ≤
Analysis
Key Insight
Use this hint to refine your reasoning. This step should reduce search space or formalize correctness. State why this insight changes your algorithm choice.
dsuofflinegraphs