🎓How I Study AIHISA
📖Read
📄Papers📰Blogs🎬Courses
💡Learn
🛤️Paths📚Topics💡Concepts🎴Shorts
🎯Practice
⏱️Coach🧩Problems🧠Thinking🎯Prompts🧠Review
SearchSettings
How I Study AI - Learn AI Papers & Lectures the Easy Way
CustomCC0-1.0#ct-p6-032400

Centroid Nearest Active

Thinking Mode

Summary

  • •Phase 6 / combined-techniques
  • •Reasoning-first competitive programming drill

Problem Description

On tree, toggle active nodes and query minimum distance to active from node v. Your submission must justify algorithm choice, prove correctness, and test adversarial edge cases. How to read this problem in plain language: - This is a Phase 6 reasoning drill focused on combined-techniques. - Typical lenses to test first: tree, centroid, data-structure. - Constraints reminder: n,q <= 2e5 Mini examples for mental simulation: 1) Boundary example: Return -1 when set is empty. Explain expected behavior and why naive logic may fail. 2) Adversarial example: State should remain consistent. Explain expected behavior and why naive logic may fail. 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

  • •
    n,q <= 2e5

Analysis

Key Insight

Need deletion-aware structure, not single scalar.

treecentroiddata-structure
treecentroiddata-structure