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
Schwarz Josef, doc. Ing., CSc. (DCSY FIT BUT)
Jaroš Jiří, doc. Ing., Ph.D. (DCSY FIT BUT)
Očenášek Jiří, Ing., Ph.D. (DCSY FIT BUT)
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
EID Scopus
2-s2.0-34548107080
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"
}
Back to top