An algorithmic construction of four-level response surface designs
Koukouvinos, C., Mylona, K., Simos, D. E. and Skountzou, A. (2009) An algorithmic construction of four-level response surface designs. Communications in Statistics - Simulation and Computation, 38, (10), 2152-2160. (doi:10.1080/03610910903259634).
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Description/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 four-level design matrices in order to explore and optimize response surfaces where the predictor variables are each at four equally spaced levels, by utilizing a genetic algorithm. The produced designs achieve both properties of near-rotatability and estimation efficiency.
| Item Type: | Article |
|---|---|
| ISSNs: | 0361-0918 (print) |
| Related URLs: | |
| Subjects: | H Social Sciences > HA Statistics |
| Divisions: | Faculty of Social and Human Sciences > Mathematics > Statistics |
| Item ID: | 336770 |
| Date Deposited: | 03 Apr 2012 16:25 |
| Last Modified: | 03 Apr 2012 16:25 |
| Contributors: | Koukouvinos, C. (Author) Mylona, K. (Author) Simos, D. E. (Author) Skountzou, A. (Author) |
| Date: | 29 September 2009 |
| Status: | Published |
| URI: | http://eprints.soton.ac.uk/id/eprint/336770 |
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