Faculty of Information Technology, BUT

Publication Details

Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm

SCHWARZ Josef, JAROŠ Jiří and OČENÁŠEK Jiří. Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm. In: 2007 Genetic and Evolutionary Computational Conference. Volume I. New York: Association for Computing Machinery, 2007, pp. 631-631. ISBN 978-1-59593-697-4.
Czech title
Migrace pravděpodobnostních modelů v EDA algoritmu s podvojnými závislostmi založeném na ostrovním modelu
Type
conference paper
Language
english
Authors
URL
Keywords
Evolutionary algorithms, EDA algorithms, island-based models, migration, learning of probabilistic models.
Abstract
The paper presents a new concept of parallel bivariate EDA (estimation of distribution algorithm) algorithm using the island-based model with the ring topology. The traditional migration of individuals is compared with a newly proposed technique for the migration of probabilistic models.
Published
2007
Pages
631-631
Proceedings
2007 Genetic and Evolutionary Computational Conference
Series
Volume I
Conference
Genetic and Evolutionary Computation Conference , London, GB
ISBN
978-1-59593-697-4
Publisher
Association for Computing Machinery
Place
New York, US
BibTeX
@INPROCEEDINGS{FITPUB8370,
   author = "Josef Schwarz and Ji\v{r}\'{i} Jaro\v{s} and Ji\v{r}\'{i} O\v{c}en\'{a}\v{s}ek",
   title = "Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm",
   pages = "631--631",
   booktitle = "2007 Genetic and Evolutionary Computational Conference",
   series = "Volume I",
   year = 2007,
   location = "New York, US",
   publisher = "Association for Computing Machinery",
   ISBN = "978-1-59593-697-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8370"
}
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