Result 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.

Type

conference paper

Language

English

Authors

Schwarz Josef, doc. Ing., CSc., DCSY (FIT)
Jaroš Jiří, prof. Ing., Ph.D., DCSY (FIT)
Očenášek Jiří, Ing.

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.

Published

2007

Pages

631–631

Proceedings

2007 Genetic and Evolutionary Computational Conference

Series

Volume I

Conference

Genetic and Evolutionary Computation Conference

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/"
}

Files

pdf pap517s5-schwarz.pdf 41 kB

Projects

Design and hardware implementation of a patent-invention machine, GACR, Standardní projekty, GA102/07/0850, start: 2007-01-01, end: 2009-12-31, completed
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running

Research groups

Applied Evolutionary Algorithms Research Group (VZ EVA)

Departments

Department of Computer Systems (DCSY)