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:	Optimization and engineering Ročník 18; číslo 4; s. 815 - 848
Hlavní autori:	Beiranvand, Vahid, Hare, Warren, Lucet, Yves
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Springer US 01.12.2017 Springer Nature B.V
Predmet:	Algorithms Benchmarks Control Engineering Environmental Management Financial Engineering Mathematics Mathematics and Statistics Operations Research/Decision Theory Optimization Optimization algorithms Systems Theory Optimization algorithms Benchmarking Algorithm comparison Software Metric Timing Performance Guidelines Testing
ISSN:	1389-4420, 1573-2924
On-line prístup:	Získať plný text
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