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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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.
|Subjects:||H Social Sciences > HA Statistics|
|Divisions:||Faculty of Social and Human Sciences > Mathematical Sciences > Statistics
|Date Deposited:||03 Apr 2012 16:25|
|Last Modified:||27 Mar 2014 20:20|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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