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Given an array of size n-2 containing distinct integers from 1 to n with two missing numbers, which technique allows finding the missing numbers in O(n) time and constant space?

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Bit Manipulation - Find Two Missing Numbers
Given an array of size n-2 containing distinct integers from 1 to n with two missing numbers, which technique allows finding the missing numbers in O(n) time and constant space?
AUsing XOR operations to partition and isolate missing numbers
BSorting the array and scanning for gaps
CUsing a hash set to track presence of numbers
DBrute force checking each number from 1 to n
Step-by-Step Solution
Solution:
  1. Step 1: Compute XOR of all numbers from 1 to n and XOR of array elements

    This yields XOR of the two missing numbers.
  2. Step 2: Find a set bit in the XOR result to partition numbers

    Partition numbers into two groups based on this bit and XOR separately to find each missing number.
  3. Final Answer:

    Option A -> Option A
  4. Quick Check:

    Time is linear and space is constant [OK]
Quick Trick: XOR partitions missing numbers efficiently [OK]
Common Mistakes:
MISTAKES
  • Assuming sorting is O(n) time
  • Using extra space like hash sets unnecessarily
  • Not partitioning XOR correctly
Trap Explanation:
PITFALL
  • Sorting or hash sets seem intuitive but don't meet O(1) space requirement
Interviewer Note:
CONTEXT
  • Tests knowledge of XOR-based algorithm for missing numbers
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