Black-Box Optimization Revisited: Improving Algorithm Selection Wizards through Massive Benchmarking

Author:

Meunier Laurent,Rakotoarison Herilalaina,Wong Pak Kan,Roziere Baptiste,Rapin Jeremy,Teytaud Olivier,Moreau Antoine,Doerr Carola

Funder

Paris IledeFrance region

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Theoretical Computer Science,Software

Cited by 17 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Surrogate gradient methods for data-driven foundry energy consumption optimization;The International Journal of Advanced Manufacturing Technology;2024-08-13

2. Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

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4. Choosing the Right Tool for the Job: Online Decision Making over SLAM Algorithms;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

5. Learn to optimize—a brief overview;National Science Review;2024-04-02

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