文章基本信息

标题：Construction of Orthogonal Array-based Latin Hypercube Designs for Deterministic Computer Experiments
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作者：Kazeem A. Osuolale ; Waheed B. Yahya ; Babatunde L. Adeleke 等
期刊名称：Annals. Computer Science Series
印刷版ISSN：1583-7165
电子版ISSN：2065-7471
出版年度：2015
卷号：13
期号：1
页码：24-29
出版社：Mirton Publishing House, Timisoara
摘要：In this work, orthogonal array-based Latin hypercube designs (OALHDs) for eight input variables deterministic computer experiments was proposed. The proposed class of designs has some merits over the random Latin hypercube design with respect to space-filling properties. In this study, a computer program was written to construct OALHDs. Orthogonal arrays (OAs) were generated following a mathematical theorem called Bush Construction Type I and the OAs constructed were subsequently used to construct the desired orthogonal array-based Latin hypercube designs which was used in the development of deterministic computer experiments. The OALHDs constructed have some space-filling properties and they can be used to develop a computer experiment. A MATLAB program was written to construct the design
关键词：Computer experiments; Bush construction type I; Latin hypercube designs; Orthogonal array; Space-filling properties