Detail publikace

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

HYRŠ, M. SCHWARZ, J.

Originální název

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

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

EDA; copulas; parallelization; model migration; optimization

Autoři

HYRŠ, M.; SCHWARZ, J.

Vydáno

13. 7. 2019

Nakladatel

Association for Computing Machinery

Místo

Praha

ISBN

978-1-4503-6748-6

Kniha

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

Strany od

259

Strany do

260

Strany počet

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"
}