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 > Mathematical Sciences > Statistics
ePrint ID: 336770
Date Deposited: 03 Apr 2012 16:25
Last Modified: 27 Mar 2014 20:20
URI: http://eprints.soton.ac.uk/id/eprint/336770

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