Sliced Rotated Sphere Packing Designs
文献类型：期刊论文
| 作者 | He, Xu
|
| 刊名 | TECHNOMETRICS
 |
| 出版日期 | 2019-01-02 |
| 卷号 | 61期号:1页码:66-76 |
| 关键词 | Design of experiment Expected improvement Maximin distance Nested design Sequential design |
| ISSN号 | 0040-1706 |
| DOI | 10.1080/00401706.2018.1458655 |
| 英文摘要 | Space-filling designs are popular choices for computer experiments. A sliced design is a design that can be partitioned into several subdesigns. We propose a new type of sliced space-filling design called sliced rotated sphere packing designs. Their full designs and subdesigns are rotated sphere packing designs. They are constructed by rescaling, rotating, translating, and extracting the points from a sliced lattice. We provide two fast algorithms to generate such designs. Furthermore, we propose a strategy to use sliced rotated sphere packing designs adaptively. Under this strategy, initial runs are uniformly distributed in the design space, follow-up runs are added by incorporating information gained from initial runs, and the combined design is space-filling for any local region. Examples are given to illustrate its potential application. |
| 资助项目 | Chinese Ministry of Science and Technology[2016YFF0203801] ; Special National Key Research and Development Plan[2016YFD0400206] ; National Natural Science Foundation of China[NSFC 11501550] ; National Natural Science Foundation of China[NSFC 11671386] ; National Center for Mathematics and Interdisciplinary Sciences, CAS |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000462866600006 |
| 出版者 | AMER STATISTICAL ASSOC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/34303]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | He, Xu |
| 作者单位 | Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | He, Xu. Sliced Rotated Sphere Packing Designs[J]. TECHNOMETRICS,2019,61(1):66-76. |
| APA | He, Xu.(2019).Sliced Rotated Sphere Packing Designs.TECHNOMETRICS,61(1),66-76. |
| MLA | He, Xu."Sliced Rotated Sphere Packing Designs".TECHNOMETRICS 61.1(2019):66-76. |
入库方式： OAI收割
来源：数学与系统科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。