A note on using performance and data profilesfor training algorithms

11/26/2017

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by   Margherita Porcelli, et al.

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It is shown how to use the performance and data profile benchmarking tools to improve algorithms' performance. An illustration for the BFO derivative-free optimizer suggests that the obtained gains are potentially significant.