Evolving Schedules of Independent Tasks by Differential Evolution

Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F10%3A86081475" target="_blank" >RIV/61989100:27240/10:86081475 - 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
Evolving Schedules of Independent Tasks by Differential Evolution
Popis výsledku v původním jazyce
Scheduling is one of the core steps to efficiently exploit the capabilities of heterogeneous distributed computing systems and it is also an appealing NP-complete problem. There is a number of heuristic and meta-heuristic algorithms that were tailored todeal with scheduling of independent jobs. In this paper we investigate the efficiency of differential evolution for the scheduling problem and compare it with existing approaches. The analysis shows that the differential evolution is a promising methodthat can compete with well-established scheduling algorithms.
Název v anglickém jazyce
Evolving Schedules of Independent Tasks by Differential Evolution
Popis výsledku anglicky
Scheduling is one of the core steps to efficiently exploit the capabilities of heterogeneous distributed computing systems and it is also an appealing NP-complete problem. There is a number of heuristic and meta-heuristic algorithms that were tailored todeal with scheduling of independent jobs. In this paper we investigate the efficiency of differential evolution for the scheduling problem and compare it with existing approaches. The analysis shows that the differential evolution is a promising methodthat can compete with well-established scheduling algorithms.

Rok uplatnění
2010
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název knihy nebo sborníku
INTELLIGENT NETWORKING, COLLABORATIVE SYSTEMS AND APPLICATIONS
ISBN
978-3-642-16792-8
Počet stran výsledku
16
Strana od-do
79-94
Počet stran knihy
295
Název nakladatele
SPRINGER-VERLAG BERLIN
Místo vydání
HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
Kód UT WoS kapitoly
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