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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), pp. 2152-2160. (doi:10.1080/03610910903259634).

Record type: Article

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.

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Published date: 29 September 2009
Organisations: Statistics

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Local EPrints ID: 336770
URI: http://eprints.soton.ac.uk/id/eprint/336770
ISSN: 0361-0918
PURE UUID: 9f89235b-f5bb-4a6c-b729-6c64ed3ee557

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Date deposited: 03 Apr 2012 16:25
Last modified: 18 Jul 2017 06:06

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Contributors

Author: C. Koukouvinos
Author: K. Mylona
Author: D. E. Simos
Author: A. Skountzou

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