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Optimizing With Low Budgets: A Comparison On the Black-Box Optimization Benchmarking Suite and OpenAI Gym

• Authors : Raponi, Elena; Rakotonirina, Nathanaël Carraz; Rapin, Jérémy ...

Subjects: Benchmarking; Black-box optimization; BBOB

• Source: ISSN: 1089-778X ; IEEE Transactions on Evolutionary Computation ; https://hal.sorbonne-universite.fr/hal-04370224 ; IEEE Transactions on Evolutionary Computation, In press, pp.1-1.

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Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance

• Authors : Ye, Furong; Doerr, Carola; Wang, Hao ...

Subjects: Evolutionary Computation; Algorithm Configuration; Black-Box Optimization

• Source: ISSN: 1089-778X ; IEEE Transactions on Evolutionary Computation ; https://hal.sorbonne-universite.fr/hal-03614648 ; IEEE Transactions on Evolutionary Computation, 2022, 26 (6), pp.1526 - 1538.

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Improvement of sep-CMA-ES for Optimization of High-Dimensional Functions with Low Effective Dimensionality

Subjects: Sociology , Estimation , Closed box , Optimization methods , Benchmark testing , Light emitting diodes , Linear programming; covariance matrices , evolutionary computation , optimisation , search problems; benchmark functions , covariance matrix adaptation evolution strategy , cumulative step-size adaptation , element-wise signal-to-noise ratios , high-dimensional black-box optimization problems , high-dimensional functions , low effective dimensionality

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