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Which of the following problems CANNOT be solved correctly using the merge intervals pattern (sorting + merging overlapping intervals)?

easy🔍 Pattern Recognition Q2 of Q15
Intervals - Merge Intervals
Which of the following problems CANNOT be solved correctly using the merge intervals pattern (sorting + merging overlapping intervals)?
AFind the maximum number of non-overlapping intervals that can be scheduled
BCombine overlapping intervals representing video playback segments
CMerge overlapping time ranges in a calendar to find free slots
DCombine overlapping booked meeting times into consolidated slots
Step-by-Step Solution
Solution:
  1. Step 1: Understand the merge intervals pattern

    This pattern merges overlapping intervals into consolidated intervals, suitable for combining booked times or ranges.
  2. Step 2: Analyze each option

    Combine overlapping booked meeting times into consolidated slots, B, and C relate to merging or scheduling intervals. However, Combine overlapping intervals representing video playback segments involves combining video playback segments which may require handling partial overlaps with additional metadata, not just merging intervals.
  3. Final Answer:

    Option B -> Option B
  4. Quick Check:

    Video playback segments often need more than simple interval merging [OK]
Quick Trick: Interval scheduling (max non-overlapping) ≠ merge intervals [OK]
Common Mistakes:
MISTAKES
  • Confusing interval scheduling with merging
  • Assuming all interval problems use merge pattern
Trap Explanation:
PITFALL
  • Candidates often think all interval problems can be solved by merging, but some require different approaches like scheduling or segment trees.
Interviewer Note:
CONTEXT
  • Tests anti-pattern recognition and understanding of problem nuances.
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