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%3AA11010NN" target="_blank" >RIV/61988987:17310/11:A11010NN - 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 in?uence 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 the in?uence 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 in?uence 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 the in?uence 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.

Rok uplatnění
2011
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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