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Space filling versus optimal DOE

For mixtures frequently space filling DOE's are used; guess these are not optimal? So what is then the benefit?

Why not use space filling also for non-mixtures instead of Optimal DOE? I am preparing a DOE course and expect these questions and so far I don't have the right answers.

Design of Experiments

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