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Designing simulation experiments with controllable and uncontrollable factors
Informatics and Mathematical Modelling, Section for Statistics, Lyngby, Technical University of Denmark, Department of DTU Informatics, DTU Data Analysis, Technical University of Denmark, Technical University of Denmark.
Department of Informatics and Mathematical Modelling, Technical University of Denmark.ORCID iD: 0000-0003-4222-9631
Technical University of Denmark, Lyngby, Department of Informatics and Mathematical Modelling, Technical University of Denmark.
2008 (English)In: 2008 Winter Simuation Conference: (WSC 2008); Miami, Florida, USA, 7 - 10 December 2008; [incorporate ... the MASM (Modeling and Analysis for Semiconductor Manufacturing) Conference] / [ed] Scott J. Mason, Piscataway, NJ: IEEE Communications Society, 2008, p. 2909-2915Conference paper, Published paper (Refereed)
Abstract [en]

In this study we propose a new method for designing computer experiments inspired by the split plot designs used in physical experimentation. The basic layout is that each set of controllable factor settings corresponds to a whole plot for which a number of subplots, each corresponding to one combination of settings of the uncontrollable factors, is employed. The caveat is a desire that the subplots within each whole plot cover the design space uniformly. A further desire is that in the combined design, where all experimental runs are considered at once, the uniformity of the design space coverage should be guaranteed. Our proposed method allows for a large number of uncontrollable and controllable settings to be run in a limited number of runs while uniformly covering the design space for the uncontrollable factors

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE Communications Society, 2008. p. 2909-2915
National Category
Reliability and Maintenance
Research subject
Quality Technology and Management
Identifiers
URN: urn:nbn:se:ltu:diva-39216DOI: 10.1109/WSC.2008.4736413Local ID: ddd84401-d6e6-460b-b4a7-68b0832506b2ISBN: 9781424427079 (print)OAI: oai:DiVA.org:ltu-39216DiVA, id: diva2:1012725
Conference
Winter Simulation Conference : 07/12/2008 - 10/12/2008
Note
Upprättat; 2008; 20150527 (andbra)Available from: 2016-10-03 Created: 2016-10-03 Last updated: 2018-03-16Bibliographically approved

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Kulahci, Murat

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CiteExportLink to record
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  • apa
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  • Other locale
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