Detail výsledku

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

HYRŠ, M.; SCHWARZ, J. An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration. In GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion. Praha: Association for Computing Machinery, 2019. p. 259-260. ISBN: 978-1-4503-6748-6.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Hyrš Martin, Ing., Ph.D., UPSY (FIT)
Schwarz Josef, doc. Ing., CSc., UPSY (FIT)
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

URL
Rok
2019
Strany
259–260
Sborník
GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion
Konference
The Genetic and Evolutionary Computation Conference GECCO 2019
ISBN
978-1-4503-6748-6
Vydavatel
Association for Computing Machinery
Místo
Praha
DOI
10.1145/3319619.3321910
UT WoS
000538328100130
EID Scopus
2-s2.0-85070655010
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"
}
Soubory
Projekty
Pokročilé paralelní a vestavěné počítačové systémy, VUT, Vnitřní projekty VUT, FIT-S-17-3994, zahájení: 2017-03-01, ukončení: 2020-02-29, ukončen
Pracoviště
Ústav počítačových systémů (UPSY)
Nahoru