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What is the time complexity of the optimal bit reversal algorithm using divide and conquer masks on a fixed 32-bit integer?

medium🪤 Complexity Trap Q5 of Q15
Bit Manipulation - Reverse Bits
What is the time complexity of the optimal bit reversal algorithm using divide and conquer masks on a fixed 32-bit integer?
AO(n) where n is the number of bits
BO(log n) where n is the number of bits
CO(1) constant time
DO(n^2) due to nested bit operations
Step-by-Step Solution
Solution:
  1. Step 1: Analyze algorithm steps

    The algorithm performs a fixed number of bitwise operations (5 steps) regardless of input.
  2. Step 2: Determine complexity

    Since input size is fixed (32 bits), the time complexity is constant O(1).
  3. Final Answer:

    Option C -> Option C
  4. Quick Check:

    Fixed steps on fixed-size input -> O(1) time [OK]
Quick Trick: Fixed 32-bit input means constant time operations [OK]
Common Mistakes:
MISTAKES
  • Confusing n with input value
  • Assuming linear time over bits
Trap Explanation:
PITFALL
  • Candidates often think complexity depends on bit count linearly, but fixed width means constant time.
Interviewer Note:
CONTEXT
  • Tests understanding of complexity on fixed-size inputs.
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