Benchmarking optimization software with performance profiles

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Abstract

We propose performance profiles - distribution functions for a performance metric - as a tool for benchmarking and comparing optimization software. We show that performance profiles combine the best features of other tools for performance evaluation.

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Dolan, E. D., & Moré, J. J. (2002). Benchmarking optimization software with performance profiles. Mathematical Programming, Series B, 91(2), 201–213. https://doi.org/10.1007/s101070100263

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