Benchmarking CMA-ES with margin on the bbob-mixint testbed-Reference-Cited by-同舟云学术

Benchmarking CMA-ES with margin on the bbob-mixint testbed

Published:2022-07-09 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the Genetic and Evolutionary Computation Conference Companion
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Author:

Hamano Ryoki¹,Saito Shota²,Nomura Masahiro³,Shirakawa Shinichi¹

Affiliation:

1. Yokohama National University, Yokohama, Kanagawa, Japan

2. Yokohama National University & SkillUp AI Co., Ltd., Yokohama, Kanagawa, Japan

3. CyberAgent, Shibuya, Tokyo, Japan

Funder

Japan Society for the Promotion of Science

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3520304.3534043

Reference15 articles.

1. A Restart CMA Evolution Strategy With Increasing Population Size

2. James Bergstra , Rémi Bardenet , Yoshua Bengio , and Balázs Kégl . 2011. Algorithms for Hyper-Parameter Optimization. Advances in Neural Information Processing Systems 24 ( 2011 ). James Bergstra, Rémi Bardenet, Yoshua Bengio, and Balázs Kégl. 2011. Algorithms for Hyper-Parameter Optimization. Advances in Neural Information Processing Systems 24 (2011).

3. CMA-ES with margin

4. Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed

5. Nikolaus Hansen. 2011. A CMA-ES for Mixed-Integer Nonlinear Optimization. Research Report. INRIA. Nikolaus Hansen. 2011. A CMA-ES for Mixed-Integer Nonlinear Optimization. Research Report. INRIA.

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1. Benchmarking Parameter Control Methods in Differential Evolution for Mixed-Integer Black-Box Optimization;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

2. LB+IC-CMA-ES: Two Simple Modifications of CMA-ES to Handle Mixed-Integer Problems;Lecture Notes in Computer Science;2024

3. Benchmarking CMA-ES with Basic Integer Handling on a Mixed-Integer Test Problem Suite;Proceedings of the Companion Conference on Genetic and Evolutionary Computation;2023-07-15

4. When to be Discrete: Analyzing Algorithm Performance on Discretized Continuous Problems;Proceedings of the Genetic and Evolutionary Computation Conference;2023-07-12