Optimal Parameter Choices via Precise Black-Box Analysis.

Theoretical Computer Science(2020)

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摘要
It has been observed that some working principles of evolutionary algorithms, in particular, the influence of the parameters, cannot be understood from results on the asymptotic order of the runtime, but only from more precise results. In this work, we complement the emerging topic of precise runtime analysis with a first precise complexity theoretic result. Our vision is that the interplay between algorithm analysis and complexity theory becomes a fruitful tool also for analyses more precise than asymptotic orders of magnitude.
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关键词
Theory of evolutionary computation,Runtime analysis,Black-box complexity,Parameter control
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