🎓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#P005-4511400

Nearest Power Multiple

Thinking Mode

Summary

  • •Phase 4 / number_theory/powers_of_two
  • •Reasoning-first competitive programming drill

Problem Description

Given an integer N and an array of length N, for each index i, determine the minimal k≥0 such that A[i] * k is a power of 2. If not possible (for A[i]=0), output -1. How to read this problem in plain language: - This is a Phase 4 reasoning drill focused on numbert​heory/powerso​f_two. - Typical lenses to test first: number theory, bit manipulation. - Constraints reminder: 1 ≤ N≤2∗105; 0 ≤ A[i] ≤ 10^9 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

  • •
    1 ≤ N≤2∗105; 0 ≤ A[i] ≤ 10^9

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.

number theorybit manipulation
number theorybit manipulation