Construction of New Three-Level Response Surface Designs |
| |
| Authors: | P. Angelopoulos C. Koukouvinos A. Skountzou |
| |
| Affiliation: | Department of Mathematics , National Technical University of Athens , Athens , Greece |
| |
| Abstract: | Response surface methodology is widely used for developing, improving, and optimizing processes in various fields. In this article, we present a method for constructing three-level designs in order to explore and optimize response surfaces combining orthogonal arrays and covering arrays in a particular manner. The produced designs achieve the properties of rotatability, predictive performance and efficiency for the estimation of a second-order model. |
| |
| Keywords: | Covering arrays D-efficiency Orthogonal arrays Rotatability Second-order response surface designs |
|
|
