Detail publikačního výsledku

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.

Originální název

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

Anglický název

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

Druh

Stať ve sborníku mimo WoS a Scopus

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 

Anglický 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 

Klíčová slova v angličtině

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

Autoři

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

Vydáno

09.05.2003

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. 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"
}