Publication Details

Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper

OČENÁŠEK Jiří, SCHWARZ Josef and PELIKÁN Martin. Design of Multithreaded Estimation of Distribution Algorithms. In: Procceedings of GECCO 2003, USA. Chicago: Kluwer Verlag, 2003, pp. 1247-1258. ISBN 3-540-40-603-4.
Czech title
Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper
Type
conference paper
Language
english
Authors
Očenášek Jiří, Dr. Ing. (ETH)
Schwarz Josef, doc. Ing., CSc. (DCSY FIT BUT)
Pelikán Martin, Dr. Ing. (UMSL Missouri)
Keywords

Estimation of Distribution Algorithm, Multithreaded Mixed  Bayesian Oprtimization Algorithm, multithreaded processing, TRANSIM tool 

Abstract

This paper is focused on the parallel Estimation of Distribution algorithms. The proposed Multithreaded Mixed  Bayesian Optimization Algorithm (MMBOA) is intended for implementation on cluster of workstations that communicate by Message Passing Interface (MPI). Communication latency between workstations are eliminated by multithreaded processing, so in each workstation the high-priority model-building thread, which is communication demanding, can be overlapped by low-priority model sampling thread when neccessary. High performance of MMBOA is verified via simulation in TRANSIM tool 

Published
2003
Pages
1247-1258
Proceedings
Procceedings of GECCO 2003, USA
Conference
Genetic and evolutionary computation conference, Chicago, US
ISBN
3-540-40-603-4
Publisher
Kluwer Verlag
Place
Chicago, US
BibTeX 
@INPROCEEDINGS{FITPUB7189,
   author = "Ji\v{r}\'{i} O\v{c}en\'{a}\v{s}ek and Josef Schwarz and Martin Pelik\'{a}n",
   title = "Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper",
   pages = "1247--1258",
   booktitle = "Procceedings of GECCO 2003, USA",
   year = 2003,
   location = "Chicago, US",
   publisher = "Kluwer Verlag",
   ISBN = "3-540-40-603-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7189"
}
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