Ing. Jiří Jaroš, Ph.D.

SCHWARZ Josef, JAROŠ Jiří and OČENÁŠEK Jiří. Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm. In: 2007 Genetic and Evolutionary Computational Conference. New York: Association for Computing Machinery, 2007, pp. 631-631. ISBN 978-1-59593-697-4.
Publication language:english
Original title:Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm
Title (cs):Migrace pravděpodobnostních modelů v EDA algoritmu s podvojnými závislostmi založeném na ostrovním modelu
Pages:631-631
Proceedings:2007 Genetic and Evolutionary Computational Conference
Conference:Genetic and Evolutionary Computation Conference
Series:Volume I
Place:New York, US
Year:2007
ISBN:978-1-59593-697-4
Publisher:Association for Computing Machinery
URL: [PDF]
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Keywords
Evolutionary algorithms, EDA algorithms, island-based models, migration, learning of probabilistic models.
Annotation
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.
BibTeX:
@INPROCEEDINGS{
   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 = {http://www.fit.vutbr.cz/research/view_pub.php?id=8370}
}

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