Koukouvinos, C., Mylona, K., Simos, D. E. and Skountzou, A.
An algorithmic construction of four-level response surface designs.
Communications in Statistics - Simulation and Computation, 38, (10), . (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.
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