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dc.contributor.authorDuan, Weitao
dc.contributor.authorAnkenman, Bruce E.
dc.contributor.authorSanchez, Paul J.
dc.contributor.authorSanchez, Susan M.
dc.date.accessioned2015-04-08T15:40:00Z
dc.date.available2015-04-08T15:40:00Z
dc.date.issued2014-08-20
dc.identifier.citationDuan, Weitao, Bruce E. Ankenman, Susan M. Sanchez, and Paul J. Sanchez. "Sliced full factorial-based latin hypercube designs as a framework for a batch sequential design algorithm." Technometrics 59, no. 1 (2017): 11-22.
dc.identifier.urihttp://hdl.handle.net/10945/44880
dc.descriptionSEED Paperen_US
dc.descriptionSEED Center Paperen_US
dc.descriptionApproved for public release; distribution is unlimited.en_US
dc.descriptionThe article of record as published may be found at http://dx.doi.org/10.1080/00401706.2015.1108233#.WtEmG4jwbcs
dc.description.abstractWhen fitting complex models, such as finite element or discrete event simulations, the experiment design should exhibit desirable properties of both projectivity and orthogonality. To reduce experimental effort,sequential design strategies allow experimenters to collect data only until some measure of prediction precision is reached. In this article, we present a batch sequential experiment design method that uses sliced full factorial-based Latin hypercube designs (sFFLHDs), which are an extension to the concept of sliced orthogonal array-based Latin hypercube designs (OALHDs). At all stages of the sequential design,good univariate stratification is achieved. The structure of the FFLHDs also tends to produce uniformityin higher dimensions, especially at certain stages of the design. We show that our batch sequential design approach has good sampling and fitting qualities through both empirical studies and theoretical arguments.Supplementary materials are available online.en_US
dc.description.sponsorshipUSMC-PMMI
dc.description.sponsorshipONR/NPS CRUSER
dc.rightsThis publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.en_US
dc.titleSliced Full Factorial-Based Latin Hypercube Designs as a Framework for a Batch Sequential Design Algorithmen_US
dc.typeArticleen_US
dc.contributor.departmentOperations Researchen_US
dc.subject.authorComputer modelen_US
dc.subject.authorLatin hypercube designen_US
dc.subject.authorsequential designen_US
dc.subject.authorspace filling designen_US
dc.subject.authormetamodelsen_US
dc.subject.authorComputer experimentsen_US
dc.subject.authorsimulation experimentsen_US


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