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dc.contributor.authorJohnson, Rachel T.
dc.contributor.authorMontgomery, Douglas C.
dc.contributor.authorJones, Bradley A.
dc.date2011
dc.date.accessioned2016-01-26T18:31:15Z
dc.date.available2016-01-26T18:31:15Z
dc.date.issued2011
dc.identifier.citationQuality Engineering,volume 23, Issue 3, 2011en_US
dc.identifier.urihttp://hdl.handle.net/10945/47628
dc.descriptionThe article of record as published may be found at http://dx.DOI.org/10.1080/08982112.2011.576203en_US
dc.description.abstractThere are many situations in which the requirements of a standard experimental design do not fit the research requirements of the problem. Three such situations occur when the problem requires unusual resource restrictions, when there are constraints on the design region, and when a nonstandard model is expected to be required to adequately explain the response. This article provides an introduction to optimal design for these types of situations. Optimal designs are computer-generated experiments that are aimed at satisfying specific research problem requirements. We show that the optimal design approach is applicable to any design problem and necessary when there are situations involving resource constraints or nonstandard design regions or models. The mathematical formulations of several design optimality criteria are presented along with examples of optimal design applications.en_US
dc.publisherTaylor & Francis Group, LLCen_US
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.titleAn expository paper on optimal designen_US
dc.typeArticleen_US
dc.contributor.departmentOperations Researchen_US
dc.subject.authorA-optimalityen_US
dc.subject.authorconstrained region of experimentationen_US
dc.subject.authorD-optimalityen_US
dc.subject.authordesign of experimentsen_US
dc.subject.authorfactorial experimentsen_US
dc.subject.authorG-optimalityen_US
dc.subject.authorI-optimalityen_US
dc.subject.authorresponse surfacesen_US


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