Publication detail

An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration

HYRŠ, M. SCHWARZ, J.

Original Title

An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration

Type

conference paper

Language

English

Original Abstract

The copula-based EDA algorithms nowadays represent a promising technique for problem optimization in the continuous domain. This paper provides a detailed analysis on how six key parameters of the parallel copula-based EDA with model migration (mCEDA) influence the quality of optimization. In order to improve the performance of that kind of algorithm the most suitable setting of these control parameters is evaluated on the well known CEC 2013 benchmark using inferential statistics.

Keywords

EDA; copulas; parallelization; model migration; optimization

Authors

HYRŠ, M.; SCHWARZ, J.

Released

13. 7. 2019

Publisher

Association for Computing Machinery

Location

Praha

ISBN

978-1-4503-6748-6

Book

GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion

Pages from

259

Pages to

260

Pages count

2

URL

https://dl.acm.org/citation.cfm?doid=3319619.3321910

BibTex

@inproceedings{BUT159981,
  author="Martin {Hyrš} and Josef {Schwarz}",
  title="An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration",
  booktitle="GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion",
  year="2019",
  pages="259--260",
  publisher="Association for Computing Machinery",
  address="Praha",
  doi="10.1145/3319619.3321910",
  isbn="978-1-4503-6748-6",
  url="https://dl.acm.org/citation.cfm?doid=3319619.3321910"
}