首页|A New Class of Strong Orthogonal Arrays of Strength Three

A New Class of Strong Orthogonal Arrays of Strength Three

扫码查看
原文链接
  • NETL
  • NSTL
  • 万方数据
Strong orthogonal arrays(SOAs)were recently introduced and studied as a class of space-filling designs for computer experiments.To surely realize better space-filling properties,SOAs of strength three or higher are desirable.In addition,orthogonality is also an important property for designs of computer experiments,because it guarantees that the estimates of the main effects are un-correlated.This paper first provides a systematic study on the construction of(nearly)orthogonal strength-three SOAs with better space-filling properties.The newly proposed strength-three SOAs en-joy almost the same space-filling properties of strength-four SOAs,and can accommodate much more columns than the latter.Moreover,they are(nearly)orthogonal and flexible in run sizes.The construc-tion methods are straightforward to implement,and their theoretical supports are well established.In addition to the theoretical results,many designs are tabulated for practical needs.

Computer experimentorthogonalityspace-filling propertystrong orthogonal array

WANG Chunyan、LIU Min-Qian、YANG Jinyu

展开 >

Center for Applied Statistics and School of Statistics,Renmin University of China,Beijing 100872,China

School of Statistics and Data Science,LPMC & KLMDASR,Nankai University,Tianjin 300071,China

国家自然科学基金国家自然科学基金MOE Project of Key Research Institute of Humanities and Social SciencesNational Ten Thousand Talents Program of China

121310011222634322JJD110001

2024

10.1007/s11424-023-3093-9

系统科学与复杂性学报(英文版)
中国科学院系统科学研究所

系统科学与复杂性学报(英文版)

EI
影响因子：0.181
ISSN：1009-6124
年,卷(期)：2024.37(3)
  • 32