Rotated Sphere Packing Designs
文献类型：期刊论文
| 作者 | He, Xu
|
| 刊名 | JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
 |
| 出版日期 | 2017 |
| 卷号 | 112期号:520页码:1612-1622 |
| 关键词 | Experimental design Lattice Low discrepancy Maximin distance design Minimax distance design |
| ISSN号 | 0162-1459 |
| DOI | 10.1080/01621459.2016.1222289 |
| 英文摘要 | We propose a new class of space-filling designs called rotated sphere packing designs for computer experiments. The approach starts from the asymptotically optimal positioning of identical balls that covers the unit cube. Properly scaled, rotated, translated, and extracted, such designs are excellent in maximin distance criterion, low in discrepancy, good in projective uniformity and thus useful in both prediction and numerical integration purposes. We provide a fast algorithm to construct such designs for any numbers of dimensions and points with R codes available online. Theoretical and numerical results are also provided. Supplementary materials for this article are available online. |
| 语种 | 英语 |
| WOS记录号 | WOS:000423299400024 |
| 出版者 | AMER STATISTICAL ASSOC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/29445]  |
| 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, 55 Zhongguancun East Rd, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | He, Xu. Rotated Sphere Packing Designs[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,2017,112(520):1612-1622. |
| APA | He, Xu.(2017).Rotated Sphere Packing Designs.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,112(520),1612-1622. |
| MLA | He, Xu."Rotated Sphere Packing Designs".JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 112.520(2017):1612-1622. |
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。