Doc. Ing. Josef Schwarz, CSc.

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.
Publication language:czech
Original title:Kopulové EDA algoritmy
Title (en):Copula-EDA
Pages:105-108
Proceedings:Počítačové architektury & diagnostika PAD 2016
Conference:Počítačové architektury a diagnostika 2016
Place:Bořetice, CZ
Year:2016
ISBN:978-80-214-5376-0
Publisher:Faculty of Information Technology BUT
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Keywords
Estimation of distribution algorithm, Copulas, Optimization
Annotation
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.
BibTeX:
@INPROCEEDINGS{
   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 = {http://www.fit.vutbr.cz/research/view_pub.php?id=11197}
}

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