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You need to generate a sequence of numbers where each consecutive pair differs in exactly one bit, covering all 2^n numbers. Which approach guarantees an optimal and correct solution for this problem?

easy🔍 Pattern Recognition Q11 of Q15
Bit Manipulation - Gray Code
You need to generate a sequence of numbers where each consecutive pair differs in exactly one bit, covering all 2^n numbers. Which approach guarantees an optimal and correct solution for this problem?
AUse a greedy algorithm that flips the least significant bit not used before.
BGenerate the sequence using the reflected Gray code construction method recursively.
CApply dynamic programming to build sequences by combining smaller subproblems.
DUse brute force backtracking to try all permutations and check bit differences.
Step-by-Step Solution
Solution:
  1. Step 1: Understand the problem constraints

    The problem requires a sequence of 2^n numbers where each consecutive number differs by exactly one bit.
  2. Step 2: Identify the approach that guarantees correctness and efficiency

    The reflected Gray code construction recursively builds the sequence by reflecting and prefixing bits, ensuring the one-bit difference property and covering all numbers exactly once.
  3. Final Answer:

    Option B -> Option B
  4. Quick Check:

    Reflected Gray code is the classic, proven method for this problem [OK]
Quick Trick: Reflected Gray code ensures one-bit difference and full coverage [OK]
Common Mistakes:
MISTAKES
  • Greedy flipping bits can miss valid sequences or repeat numbers
  • Brute force is correct but impractical for large n
  • DP is not suitable as this is not a subproblem overlapping problem
Trap Explanation:
PITFALL
  • Greedy and brute force seem plausible but either fail correctness or efficiency; DP is a common misconception for sequence generation problems.
Interviewer Note:
CONTEXT
  • Tests if candidate recognizes the classic Gray code pattern and avoids naive or incorrect approaches.
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