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Suppose intervals can be real numbers (floating points) instead of integers. Which modification to the optimal solution is necessary?

hard🎤 Interviewer Follow-up Q10 of Q15
Intervals - Remove Covered Intervals
Suppose intervals can be real numbers (floating points) instead of integers. Which modification to the optimal solution is necessary?
AReplace sorting with a balanced tree structure to handle precision
BUse a stable sort and careful floating-point comparison to avoid precision errors
CNo modification needed; sorting and coverage check work the same
DUse integer rounding to convert intervals before sorting
Step-by-Step Solution
Solution:
  1. Step 1: Identify floating-point issues

    Floating points can cause precision errors in comparisons.
  2. Step 2: Modify sorting and comparisons

    Use stable sort and epsilon-based comparisons to handle precision safely.
  3. Step 3: Avoid naive rounding

    Rounding or replacing sorting with trees is unnecessary and may introduce errors.
  4. Final Answer:

    Option B -> Option B
  5. Quick Check:

    Stable sort + careful comparison handles floats [OK]
Quick Trick: Floating points require careful comparison, not rounding [OK]
Common Mistakes:
MISTAKES
  • Rounding floats to ints
  • Ignoring precision errors
Trap Explanation:
PITFALL
  • Candidates often overlook floating-point comparison subtleties.
Interviewer Note:
CONTEXT
  • Tests candidate's ability to adapt solutions to numeric edge cases.
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