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You need to find the bitwise AND of all integers between two given numbers inclusive. Which approach guarantees the most efficient solution without iterating through the entire range?

easy🔍 Pattern Recognition Q11 of Q15
Bit Manipulation - Bitwise AND of Numbers Range
You need to find the bitwise AND of all integers between two given numbers inclusive. Which approach guarantees the most efficient solution without iterating through the entire range?
AShift both numbers right until they are equal, then shift back to get the common prefix.
BUse dynamic programming to store intermediate AND results for subranges.
CIterate through each number in the range and AND them all together.
DSort the numbers and pick the smallest number as the AND result.
Step-by-Step Solution
Solution:
  1. Step 1: Understand the problem

    We want the bitwise AND of all numbers in a range, which is equivalent to finding the common prefix of their binary representations.
  2. Step 2: Identify the approach

    Shifting both numbers right until they are equal effectively finds the common prefix bits. Shifting back restores the prefix to its original position, giving the AND result.
  3. Final Answer:

    Option A -> Option A
  4. Quick Check:

    Shifting until equal finds common prefix efficiently [OK]
Quick Trick: Find common prefix by shifting both numbers [OK]
Common Mistakes:
MISTAKES
  • Trying brute force iteration for large ranges
  • Using DP which is unnecessary
  • Sorting numbers to find AND
Trap Explanation:
PITFALL
  • Brute force looks straightforward but is inefficient; DP seems plausible but overcomplicates; sorting is unrelated to AND operation.
Interviewer Note:
CONTEXT
  • Tests if candidate recognizes bitwise prefix pattern instead of naive iteration.
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