Towards a theory-guided benchmarking suite for discrete black-box optimization heuristics: profiling (1+ λ) EA variants on OneMax and LeadingOnes

C Doerr, F Ye, S van Rijn, H Wang, T Bäck - Proceedings of the Genetic …, 2018 - dl.acm.org
Theoretical and empirical research on evolutionary computation methods complement each
other by providing two fundamentally different approaches towards a better understanding of
black-box optimization heuristics. In discrete optimization, both streams developed rather
independently of each other, but we observe today an increasing interest in reconciling
these two sub-branches. In continuous optimization, the COCO (Comparing Continuous
Optimisers) benchmarking suite has established itself as an important platform that …

[引用][C] Towards a theory-guided benchmarking suite for discrete black-box optimization heuristics: profiling (1+) EA variants on onemax and leadingones

C Doerr, F Ye, S van Rijn, H Wang, T Bäck - Proceedings of Genetic and Evolutionary …
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