Detail publikace

Design of Multithreaded Estimation of Distribution Algorithms.

OČENÁŠEK, J. SCHWARZ, J. PELIKÁN, M.

Originální název

Design of Multithreaded Estimation of Distribution Algorithms.

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální 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 

Klíčová slova

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

Autoři

OČENÁŠEK, J.; SCHWARZ, J.; PELIKÁN, M.

Rok RIV

2004

Vydáno

9. 5. 2003

Nakladatel

Kluwer Verlag

Místo

Chicago

ISBN

3-540-40-603-4

Kniha

Procceedings of GECCO 2003, USA

Strany od

1247

Strany do

1258

Strany počet

12

BibTex

@inproceedings{BUT13983,
  author="Jiří {Očenášek} and Josef {Schwarz} and Martin {Pelikán}",
  title="Design of Multithreaded Estimation of Distribution Algorithms.",
  booktitle="Procceedings of GECCO 2003, USA",
  year="2003",
  pages="1247--1258",
  publisher="Kluwer Verlag",
  address="Chicago",
  isbn="3-540-40-603-4"
}