Using structural bias to analyse the behaviour of modular CMA-ES-Reference-Cited by-同舟云学术

Using structural bias to analyse the behaviour of modular CMA-ES

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

Vermetten Diederick¹,Caraffini Fabio²,van Stein Bas¹,Kononova Anna V.¹

Affiliation:

1. Leiden University, The Netherlands

2. De Montfort University, Leicester, UK

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3520304.3534035

Reference27 articles.

1. Metaphor-based metaheuristics, a call for action: the elephant in the room

2. Structural bias in differential evolution: A preliminary study

3. Infeasibility and structural bias in differential evolution

4. Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules

5. Carola Doerr , Hao Wang , Furong Ye , Sander van Rijn , and Thomas Bäck . 2018. IOHprofiler: A benchmarking and profiling tool for iterative optimization heuristics. arXiv preprint arXiv:1810.05281 ( 2018 ). Carola Doerr, Hao Wang, Furong Ye, Sander van Rijn, and Thomas Bäck. 2018. IOHprofiler: A benchmarking and profiling tool for iterative optimization heuristics. arXiv preprint arXiv:1810.05281 (2018).

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1. A Simple Statistical Test Against Origin-Biased Metaheuristics;Lecture Notes in Computer Science;2024

2. A Deep Dive Into Effects of Structural Bias on CMA-ES Performance Along Affine Trajectories;Lecture Notes in Computer Science;2024

3. Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite;Proceedings of the Companion Conference on Genetic and Evolutionary Computation;2023-07-15

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