An algorithm to generate near D-optimal designs for multiple response surface models

An algorithm to generate near D-optimal designs for multiple response surface models

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Article ID: iaor2002514
Country: United States
Volume: 29
Issue: 12
Start Page Number: 1073
End Page Number: 1081
Publication Date: Dec 1997
Journal: IIE Transactions
Authors:
Abstract:

An algorithm is proposed to generate near D-optimal designs for multiple response surface models, i.e., a first-order or second-order polynomial model for each response with cuboidal design regions. For a class of designs generated by the proposed algorithm, simulation results indicate that the designs generated are near D-optimal and do not depend on Sigma. An example is given to demonstrate how multiresponse D-optimal designs can be used to provide benchmarks to other experimental designs for multiple response problems.

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