Sliced Latin Hypercube Designs for Computer Experiments With Unequal Batch Sizes
文献类型：期刊论文
| 作者 | Xu, Jin1; He, Xu2 ; Duan, Xiaojun1; Wang, Zhengming3
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| 刊名 | IEEE ACCESS
 |
| 出版日期 | 2018 |
| 卷号 | 6页码:60396-60402 |
| 关键词 | Computer simulation data integration emulation sampling methods uncertainty |
| ISSN号 | 2169-3536 |
| DOI | 10.1109/ACCESS.2018.2871166 |
| 英文摘要 | 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. |
| 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000450351900001 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/31754]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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