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: | Chang S. |
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.