Evaluation of the impact of various modifications to CMA-ES that facilitate its theoretical analysis

Author:

Gissler Armand1ORCID

Affiliation:

1. École Polytechnique, Palaiseau, France

Publisher

ACM

Reference11 articles.

1. Anne Auger . Analysis of comparison-based stochastic continuous black-box optimization algorithms. "Habilitation à diriger les recherches" dissertation , Université Paris-Sud , 2015 . Anne Auger. Analysis of comparison-based stochastic continuous black-box optimization algorithms. "Habilitation à diriger les recherches" dissertation, Université Paris-Sud, 2015.

2. Verifiable conditions for the irreducibility and aperiodicity of Markov chains by analyzing underlying deterministic models

3. Armand Gissler. Github repository. https://github.com/agissler/Benchmarking_proof_variants_CMA-ES/. Armand Gissler. Github repository. https://github.com/agissler/Benchmarking_proof_variants_CMA-ES/.

4. Nikolaus Hansen. pycma. https://github.com/CMA-ES/pycma/. Nikolaus Hansen. pycma. https://github.com/CMA-ES/pycma/.

5. Nikolaus Hansen . The CMA evolution strategy: a comparing review. Towards a new evolutionary computation: Advances in the estimation of distribution algorithms , pages 75 -- 102 , 2006 . Nikolaus Hansen. The CMA evolution strategy: a comparing review. Towards a new evolutionary computation: Advances in the estimation of distribution algorithms, pages 75--102, 2006.

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