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โ Logic & PuzzlesIf a large dataset of product reviews is sorted alphabetically using the merge sort algorithm, which computational complexity characterizes its average-case time performance?
A)O(n^2) โ Quadratic time
B)O(n) โ Linear time
C)O(n log n) โ Linearithmic timeโ
D)O(2^n) โ Exponential time
๐ก Explanation
Merge sort employs a divide-and-conquer approach, which involves recursively dividing the data and then merging it. Because of this recursive division and merging mechanism, merge sort achieves an average-case time complexity of O(n log n). Therefore, linearithmic time is the correct characterization, rather than the quadratic, linear, or exponential alternatives.
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