Publication Details

Kopulové EDA algoritmy

HYRŠ, M.; SCHWARZ, J. Kopulové EDA algoritmy. Počítačové architektury & diagnostika PAD 2016. Bořetice: Fakulta informačních technologií VUT v Brně, 2016. s. 105-108. ISBN: 978-80-214-5376-0.
English title
Copula-EDA
Type
conference paper
Language
Czech
Authors
Hyrš Martin, Ing., Ph.D.
Schwarz Josef, doc. Ing., CSc. (CM-SFE)
Keywords

Estimation of distribution algorithm, Copulas, Optimization

Abstract

Estimation of distribution algorithms (EDAs) are stochasticoptimization techniques that are based on building andsampling a probability model. We introduce a new conceptbased on the utilization of the copula model and migrationof model parameters. Experimental results confirm that thisconcept yields a better convergence in comparison with thesequential version and other recently published copula-basedEDAs.

Published
2016
Pages
105–108
Proceedings
Počítačové architektury & diagnostika PAD 2016
ISBN
978-80-214-5376-0
Publisher
Fakulta informačních technologií VUT v Brně
Place
Bořetice
BibTeX 
@inproceedings{BUT133497,
  author="Martin {Hyrš} and Josef {Schwarz}",
  title="Kopulové EDA algoritmy",
  booktitle="Počítačové architektury & diagnostika PAD 2016",
  year="2016",
  pages="105--108",
  publisher="Fakulta informačních technologií VUT v Brně",
  address="Bořetice",
  isbn="978-80-214-5376-0",
  url="https://www.fit.vut.cz/research/publication/11197/"
}
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