PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS

Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F11%3AA13014ME" target="_blank" >RIV/61988987:17310/11:A13014ME - isvavai.cz</a>
Výsledek na webu
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DOI - Digital Object Identifier
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Jazyk výsledku
angličtina
Název v původním jazyce
PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS
Popis výsledku v původním jazyce
The influence of parallelism on the performance of differential evolution is studied. Performance of non-parallel and two kinds of parallel topology is compared experimentally. The parallel versions were implemented on a single-processor machine and theinfluence of parallelism is simulated in the pseudo-parallel regime. The results show that parallel version of differential evolution with star topology exhibits the best efficiency among algorithms in comparison on the benchmark problems.
Název v anglickém jazyce
PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS
Popis výsledku anglicky
The influence of parallelism on the performance of differential evolution is studied. Performance of non-parallel and two kinds of parallel topology is compared experimentally. The parallel versions were implemented on a single-processor machine and theinfluence of parallelism is simulated in the pseudo-parallel regime. The results show that parallel version of differential evolution with star topology exhibits the best efficiency among algorithms in comparison on the benchmark problems.

Druh
J<sub>x</sub> - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
CEP obor
IN - Informatika
OECD FORD obor
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Rok uplatnění
2011
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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