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If the input array may contain duplicate numbers but the missing number is still from 0 to n, which modification to the XOR approach ensures correct identification of the missing number?

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Bit Manipulation - Find the Missing Number
If the input array may contain duplicate numbers but the missing number is still from 0 to n, which modification to the XOR approach ensures correct identification of the missing number?
AApply XOR twice on the entire array
BXOR all numbers from 0 to n and XOR all unique numbers in the array
CSort the array first, then apply XOR
DUse a frequency map instead of XOR to track occurrences
Step-by-Step Solution
Solution:
  1. Step 1: Understand XOR limitations

    XOR works correctly only if all numbers are distinct except the missing one.
  2. Step 2: Handle duplicates

    Duplicates cause XOR to cancel out incorrectly, so XOR alone fails.
  3. Step 3: Use frequency map

    Counting occurrences ensures duplicates are accounted for and missing number can be found reliably.
  4. Final Answer:

    Option D -> Option D
  5. Quick Check:

    XOR fails with duplicates; frequency map works [OK]
Quick Trick: XOR fails with duplicates; use counting instead [OK]
Common Mistakes:
MISTAKES
  • Assuming XOR works with duplicates
  • Trying to fix XOR by double application
  • Sorting does not fix duplicate XOR issues
Trap Explanation:
PITFALL
  • XOR cancels duplicates, hiding missing number if duplicates exist.
Interviewer Note:
CONTEXT
  • Tests understanding of XOR limitations and alternative approaches.
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