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题名

Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition

作者
通讯作者Chen, Tao
发表日期
2019-10
DOI
发表期刊
ISSN
0950-5849
EISSN
1873-6025
卷号114页码:155-175
摘要
Context Search-Based Software Engineering, in particular multi-objective evolutionary algorithm, is a promising approach to engineering software service composition while simultaneously optimizing multiple conflicting Quality-of-Service (QoS) objectives. Yet, existing applications of evolutionary algorithms have failed to consider domain knowledge about the problem into the optimization, which is a perhaps obvious but challenging task.
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相关链接[来源记录]
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语种
英语
学校署名
其他
资助项目
DAASE Programme Grant from the EPSRC[EP/J017515/1]
WOS研究方向
Computer Science
WOS类目
Computer Science, Information Systems ; Computer Science, Software Engineering
WOS记录号
WOS:000480669200010
出版者
EI入藏号
20192707142114
EI主题词
Budget control ; Evolutionary algorithms ; Quality of service ; Software engineering
EI分类号
Computer Programming:723.1 ; Optimization Techniques:921.5
ESI学科分类
COMPUTER SCIENCE
来源库
Web of Science
引用统计
被引频次[WOS]:19
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/25118
专题工学院_计算机科学与工程系
作者单位
1.Loughborough Univ, Dept Comp Sci, Loughborough, Leics, England
2.Univ Birmingham, Sch Comp Sci, CERCIA, Birmingham, W Midlands, England
3.Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen, Peoples R China
推荐引用方式
GB/T 7714
Chen, Tao,Li, Miqing,Yao, Xin. Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition[J]. INFORMATION AND SOFTWARE TECHNOLOGY,2019,114:155-175.
APA
Chen, Tao,Li, Miqing,&Yao, Xin.(2019).Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition.INFORMATION AND SOFTWARE TECHNOLOGY,114,155-175.
MLA
Chen, Tao,et al."Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition".INFORMATION AND SOFTWARE TECHNOLOGY 114(2019):155-175.
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