An efficient methodology for constructing optimal foldover designs in terms of mixture discrepancy

作者: A.M. Elsawah , Hong Qin

DOI: 10.1016/J.JKSS.2015.07.004

关键词:

摘要: Abstract Mixture discrepancy criterion (Zhou et al., 2013) is more reasonable than other discrepancies criteria for measuring the uniformity of experimental designs. In this paper, we take mixture as optimality measure to assess optimal foldover plans, which serve benchmarks constructing and combined designs (see Definition 2). New analytical expressions well new lower bounds both symmetric two-level three-level under general plans are obtained. We also describe necessary conditions existence meeting these bounds. An algorithm searching developed. Illustrative examples provided, where numerical studies lend further support our theoretical results. These results may help provide some powerful efficient algorithms

参考文章(19)
Douglas C Montgomery, George C Runger, None, Foldovers of 2k-p Resolution IV Experimental Designs Journal of Quality Technology. ,vol. 28, pp. 446- 450 ,(1996) , 10.1080/00224065.1996.11979702
Run-ze Li, Agus Sudjianto, Kai-Tang Fang, Design and Modeling for Computer Experiments ,(2005)
Zujun Ou, Kashinath Chatterjee, Hong Qin, Lower bounds of various discrepancies on combined designs Metrika. ,vol. 74, pp. 109- 119 ,(2011) , 10.1007/S00184-009-0292-X
ZuJun Ou, Hong Qin, Xu Cai, Optimal foldover plans of three-level designs with minimum wrap-around L 2-discrepancy Science China Mathematics. ,vol. 58, pp. 1537- 1548 ,(2015) , 10.1007/S11425-014-4936-6
A.M. Elsawah, Hong Qin, Lee discrepancy on symmetric three-level combined designs Statistics & Probability Letters. ,vol. 96, pp. 273- 280 ,(2015) , 10.1016/J.SPL.2014.09.027
Yi Ju Lei, Zu Jun Ou, Hong Qin, Na Zou, A note on lower bound of centered L 2 -discrepancy on combined designs Acta Mathematica Sinica. ,vol. 28, pp. 793- 800 ,(2012) , 10.1007/S10114-011-0009-8
William Li, Dennis K. J Lin, Kenny Q Ye, Optimal Foldover Plans for Two-Level Nonregular Orthogonal Designs Technometrics. ,vol. 45, pp. 347- 351 ,(2003) , 10.1198/004017003000000177
Kai-Tai Fang, Dennis K.J. Lin, Hong Qin, A note on optimal foldover design Statistics & Probability Letters. ,vol. 62, pp. 245- 250 ,(2003) , 10.1016/S0167-7152(03)00008-7
William Li, Dennis K. J Lin, Optimal foldover plans for two-level fractional factorial designs Technometrics. ,vol. 45, pp. 142- 149 ,(2003) , 10.1198/004017003188618779
Peng-Fei Li, Min-Qian Liu, Run-Chu Zhang, Choice of optimal initial designs in sequential experiments Metrika. ,vol. 61, pp. 127- 135 ,(2005) , 10.1007/S001840400327