Publication Details

Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm

SCHWARZ, J.; JAROŠ, J.; OČENÁŠEK, J. 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. p. 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
Schwarz Josef, doc. Ing., CSc. (CM-SFE)
Jaroš Jiří, doc. Ing., Ph.D. (DCSY)
Očenášek Jiří, Ing.
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
EID Scopus
2-s2.0-34548107080
BibTeX 
@inproceedings{BUT28802,
  author="Josef {Schwarz} and Jiří {Jaroš} and Jiří {Očenášek}",
  title="Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm",
  booktitle="2007 Genetic and Evolutionary Computational Conference",
  year="2007",
  series="Volume I",
  pages="631--631",
  publisher="Association for Computing Machinery",
  address="New York",
  isbn="978-1-59593-697-4",
  url="https://www.fit.vut.cz/research/publication/8370/"
}
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