Sliced Latin Hypercube Designs for Computer Experiments With Unequal Batch Sizes

doi:10.1109/ACCESS.2018.2871166

CSpace > 应用数学研究所

	Sliced Latin Hypercube Designs for Computer Experiments With Unequal Batch Sizes
	Xu, Jin 1; He, Xu2 ; Duan, Xiaojun 1; Wang, Zhengming 3
	2018
发表期刊	IEEE ACCESS
ISSN	2169-3536
卷号	6 页码:60396-60402
摘要	Latin hypercube designs are frequently used in estimating the mean output value of computer simulations given random environmental factors. Sliced Latin hypercube designs are designs that can be partitioned into a number of batches so that both the whole design and the batches achieve optimal univariate uniformity. Such designs are useful for computer simulations that are carried out in batches, come from multiple resources, or have categorical variables. All existing sliced Latin hypercube designs have equal batch sizes. In this paper, we propose a new type of sliced Latin hypercube design that has unequal batch sizes and show their advantages theoretically and numerically.
关键词	Computer simulation data integration emulation sampling methods uncertainty
DOI	10.1109/ACCESS.2018.2871166
语种	英语
资助项目	Chinese Ministry of Science and Technology[2016YFF0203801] ; National Science Foundation of China[11771450] ; National Science Foundation of China[61573367] ; National Science Foundation of China[11501550] ; National Science Foundation of China[11671386] ; National Science Foundation of China[A011101] ; National Science Foundation of China[11701566]
WOS研究方向	Computer Science ; Engineering ; Telecommunications
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000450351900001
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/31755
专题	应用数学研究所
通讯作者	He, Xu
作者单位	1.Natl Univ Def Technol, Coll Liberal Arts & Sci, Changsha 410072, Hunan, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 3.Natl Univ Def Technol, Coll Syst Engn, Changsha 410072, Hunan, Peoples R China
推荐引用方式 GB/T 7714	Xu, Jin,He, Xu,Duan, Xiaojun,et al. Sliced Latin Hypercube Designs for Computer Experiments With Unequal Batch Sizes[J]. IEEE ACCESS,2018,6:60396-60402.
APA	Xu, Jin,He, Xu,Duan, Xiaojun,&Wang, Zhengming.(2018).Sliced Latin Hypercube Designs for Computer Experiments With Unequal Batch Sizes.IEEE ACCESS,6,60396-60402.
MLA	Xu, Jin,et al."Sliced Latin Hypercube Designs for Computer Experiments With Unequal Batch Sizes".IEEE ACCESS 6(2018):60396-60402.