Multi-objective workflow scheduling based on genetic algorithm in cloud environment

•The makespan and the energy consumption are two optimization objectives in this study.•An initialization scheduling sequence scheme based on task data sizes is proposed. Based on the strategy, the initial population has a very compromising characteristic, in terms of makespan.•To reduce the probabi...

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Vydané v:	Information sciences Ročník 606; s. 38 - 59
Hlavní autori:	Xia, Xuewen, Qiu, Huixian, Xu, Xing, Zhang, Yinglong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Inc 01.08.2022
Predmet:	Genetic algorithm Multi-objective optimization Scheduling sequences Task scheduling Task scheduling Multi-objective optimization Genetic algorithm Scheduling sequences
ISSN:	0020-0255, 1872-6291
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