Is it possible to calculate median of a list of numbers better than O(n log n)?

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轻奢々
轻奢々 2021-02-14 04:24

I know that it is possible to calculate the mean of a list of numbers in O(n). But what about the median? Is there any better algorithm than sort (O(n log n)) and lookup middl

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  •  终归单人心
    2021-02-14 04:46

    This link has popped up recently on calculating median: http://matpalm.com/median/question.html .

    In general I think you can't go beyond O(n log n) time, but I don't have any proof on that :). No matter how much you make it parallel, aggregating the results into a single value takes at least log n levels of execution.

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