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Which algorithmic pattern best fits solving this problem efficiently with O(n) time and O(1) space?

easy🔍 Pattern Recognition Q1 of Q15
Bit Manipulation - Find the Missing Number
You have an array of n distinct integers ranging from 0 to n inclusive, with exactly one number missing. Which algorithmic pattern best fits solving this problem efficiently with O(n) time and O(1) space?
ASliding Window to find the missing element
BBit Manipulation using XOR to find the missing number
CDynamic Programming to track missing sums
DGreedy approach to pick missing number
Step-by-Step Solution
Solution:
  1. Step 1: Understand problem constraints

    The problem requires finding one missing number from 0 to n in an array of size n, with distinct elements.
  2. Step 2: Identify pattern

    XOR operation cancels out pairs of identical numbers, leaving the missing number as the result. This matches the bit manipulation pattern.
  3. Final Answer:

    Option B -> Option B
  4. Quick Check:

    XOR approach is O(n) time and O(1) space [OK]
Quick Trick: XOR cancels pairs, revealing missing number [OK]
Common Mistakes:
MISTAKES
  • Confusing with sum-based approach
  • Trying sorting which is O(n log n)
Trap Explanation:
PITFALL
  • Candidates often pick sorting or DP, missing the XOR pattern's O(1) space advantage.
Interviewer Note:
CONTEXT
  • Tests candidate's ability to recognize bit manipulation pattern from problem description.
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