Design of Multithreaded Estimation of Distribution Algorithms.

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F03%3APU42542" target="_blank" >RIV/00216305:26230/03:PU42542 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Design of Multithreaded Estimation of Distribution Algorithms.

Original language description

This paper is focused on the parallel Estimation of Distribution algorithms. The proposed Multithreaded Mixed&nbsp; 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 threadwhen neccessary. High performance of MMBOA is verified via simulation&nbsp;in TRANSIM tool&nbsp;

Czech name

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

Czech description

This paper is focused on the parallel Estimation of Distribution algorithms. The proposed Multithreaded Mixed&nbsp; 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 threadwhen neccessary. High performance of MMBOA is verified via simulation&nbsp;in TRANSIM tool&nbsp;

Type

D - Article in proceedings

CEP classification

JC - Computer hardware and software

OECD FORD branch

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Project

<a href="/en/project/GA102%2F02%2F0503" target="_blank" >GA102/02/0503: Parallel performance prediction and tuning</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2003

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Procceedings of GECCO 2003, USA

ISBN

3-540-40-603-4

ISSN

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e-ISSN

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Number of pages

12

Pages from-to

1247-1258

Publisher name

Kluwer Verlag

Place of publication

Chicago

Event location

Chicago

Event date

Jul 12, 2003

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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