Best practices for comparing optimization algorithms

Comparing, or benchmarking, of optimization algorithms is a complicated task that involves many subtle considerations to yield a fair and unbiased evaluation. In this paper, we systematically review the benchmarking process of optimization algorithms, and discuss the challenges of fair comparison. W...

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Vydané v:	arXiv.org
Hlavní autori:	Beiranvand, Vahid, Hare, Warren, Lucet, Yves
Médium:	Paper
Jazyk:	English
Vydavateľské údaje:	Ithaca Cornell University Library, arXiv.org 24.09.2017
Predmet:	Algorithms Benchmarks Optimization Optimization algorithms
ISSN:	2331-8422
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