Publication detail

Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm

SCHWARZ, J. JAROŠ, J. OČENÁŠEK, J.

Original Title

Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm

Type

conference paper

Language

English

Original 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.

Keywords

Evolutionary algorithms, EDA algorithms, island-based models, migration, learning of probabilistic models.

Authors

SCHWARZ, J.; JAROŠ, J.; OČENÁŠEK, J.

RIV year

2007

Released

10. 7. 2007

Publisher

Association for Computing Machinery

Location

New York

ISBN

978-1-59593-697-4

Book

2007 Genetic and Evolutionary Computational Conference

Edition

Volume I

Pages from

631

Pages to

631

Pages count

1

URL

https://www.fit.vut.cz/research/publication/8370/

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/"
}

Documents

pap517s5-schwarz.pdf