Detail publikace

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

OČENÁŠEK, J.; SCHWARZ, J.; PELIKÁN, M. Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper. Procceedings of GECCO 2003, USA. Chicago: Kluwer Verlag, 2003. p. 1247-1258. ISBN: 3-540-40-603-4.
Název česky
Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Očenášek Jiří, Ing.
Schwarz Josef, doc. Ing., CSc. (CK-SZZ)
Pelikán Martin, Dr. Ing.
Klíčová slova

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

Abstrakt

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 

Rok
2003
Strany
1247–1258
Sborník
Procceedings of GECCO 2003, USA
Konference
Genetic and evolutionary computation conference, Chicago, US
ISBN
3-540-40-603-4
Vydavatel
Kluwer Verlag
Místo
Chicago
BibTeX 
@inproceedings{BUT13983,
  author="Jiří {Očenášek} and Josef {Schwarz} and Martin {Pelikán}",
  title="Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper",
  booktitle="Procceedings of GECCO 2003, USA",
  year="2003",
  pages="1247--1258",
  publisher="Kluwer Verlag",
  address="Chicago",
  isbn="3-540-40-603-4"
}
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