Sequential experimentation for mixtures
by Maria L. Weese; Mary G. Leitnaker
International Journal of Experimental Design and Process Optimisation (IJEDPO), Vol. 3, No. 1, 2012

Abstract: We present a sequential method for experimenting with mixtures when the number of mixture components is large and the experimental goal is to gain information on a subset of components for the purpose of mixture product improvement. The model-independent method utilises parameter estimates from the Cox mixture model with a current product formulation from which to begin experimentation. The advantages of our method are the ability to perform experiments using a split-plot like structure and utilise it in a sequential manner on an operating process.

Online publication date: Fri, 24-Feb-2012

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