Publication Details

Kopulové EDA algoritmy

HYRŠ Martin and SCHWARZ Josef. Kopulové EDA algoritmy. In: Počítačové architektury & diagnostika PAD 2016. Bořetice: Faculty of Information Technology BUT, 2016, pp. 105-108. ISBN 978-80-214-5376-0.
English title
Copula-EDA
Type
conference paper
Language
czech
Authors
Hyrš Martin, Ing., Ph.D. (DCSY FIT BUT)
Schwarz Josef, doc. Ing., CSc. (DCSY FIT BUT)
Keywords

Estimation of distribution algorithm, Copulas, Optimization

Abstract
Estimation of distribution algorithms (EDAs) are stochastic
optimization techniques that are based on building and
sampling a probability model. We introduce a new concept
based on the utilization of the copula model and migration
of model parameters. Experimental results confi rm that this
concept yields a better convergence in comparison with the
sequential version and other recently published copula-based
EDAs.
Published
2016
Pages
105-108
Proceedings
Počítačové architektury & diagnostika PAD 2016
Conference
Počítačové architektury a diagnostika 2016, Bořetice, CZ
ISBN
978-80-214-5376-0
Publisher
Faculty of Information Technology BUT
Place
Bořetice, CZ
BibTeX 
@INPROCEEDINGS{FITPUB11197,
   author = "Martin Hyr\v{s} and Josef Schwarz",
   title = "Kopulov\'{e} EDA algoritmy",
   pages = "105--108",
   booktitle = "Po\v{c}\'{i}ta\v{c}ov\'{e} architektury \& diagnostika PAD 2016",
   year = 2016,
   location = "Bo\v{r}etice, CZ",
   publisher = "Faculty of Information Technology BUT",
   ISBN = "978-80-214-5376-0",
   language = "czech",
   url = "https://www.fit.vut.cz/research/publication/11197"
}
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