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Consider two approaches to find two missing numbers: (1) Sum and Sum of Squares equations, and (2) XOR partitioning. When is the sum and squares approach preferable over XOR partitioning?

hard⚖️ Approach Comparison Q8 of Q15
Bit Manipulation - Find Two Missing Numbers
Consider two approaches to find two missing numbers: (1) Sum and Sum of Squares equations, and (2) XOR partitioning. When is the sum and squares approach preferable over XOR partitioning?
AWhen input array contains duplicates
BWhen n is extremely large and integer overflow is not a concern
CWhen the problem requires constant space and no arithmetic overflow
DWhen the input array is sorted
Step-by-Step Solution
Solution:
  1. Step 1: Analyze sum and squares approach

    This approach uses arithmetic formulas and requires no extra space but can suffer from integer overflow.
  2. Step 2: Compare with XOR approach

    XOR approach avoids overflow and works in constant space; sum approach is preferable only if overflow is handled and constant space is needed.
  3. Final Answer:

    Option B -> Option B
  4. Quick Check:

    Sum approach is space efficient but vulnerable to overflow [OK]
Quick Trick: Sum approach is space efficient but risks overflow [OK]
Common Mistakes:
MISTAKES
  • Assuming sum approach always better
  • Ignoring overflow issues
Trap Explanation:
PITFALL
  • Candidates often overlook overflow risk in sum approach and pick it blindly.
Interviewer Note:
CONTEXT
  • Tests candidate's ability to compare trade-offs between approaches
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