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What is the auxiliary space complexity of the min-heap approach for Meeting Rooms II, considering the heap and sorting?

medium🪤 Complexity Trap Q6 of Q15
Intervals - Meeting Rooms II (Minimum Conference Rooms)
What is the auxiliary space complexity of the min-heap approach for Meeting Rooms II, considering the heap and sorting?
AO(log n)
BO(1)
CO(n)
DO(n²)
Step-by-Step Solution
Solution:
  1. Step 1: Consider sorting space

    Sorting can be done in-place or O(log n) auxiliary space.
  2. Step 2: Consider heap space

    Heap stores at most k end times, where k ≤ n, but heap operations use O(log n) stack space for balancing.
  3. Final Answer:

    Option A -> Option A
  4. Quick Check:

    Auxiliary space dominated by recursion/heap balancing O(log n) [OK]
Quick Trick: Heap and sorting use O(log n) aux space [OK]
Common Mistakes:
MISTAKES
  • Assuming O(n) space for heap storage
  • Ignoring recursion/stack space
Trap Explanation:
PITFALL
  • Candidates confuse total space with auxiliary stack space.
Interviewer Note:
CONTEXT
  • Tests understanding of space complexity nuances in heap and sorting.
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