Beyond the Worst-Case Analysis of Algorithms (Introduction)

26 Jul 2020 Tim Roughgarden

One of the primary goals of the mathematical analysis of algorithms is to provide guidance about which algorithm is the "best" for solving a given computational problem. Worst-case analysis summarizes the performance profile of an algorithm by its worst performance on any input of a given size, implicitly advocating for the algorithm with the best-possible worst-case performance... (read more)

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