Design Of Experiments, Response Surface, Spline, Box Behnken, Central Composite Design.
aim of the response surface design is to find an optimum (minimum or maximum). It is nothing more or nothing less. The response surface should find a minimum or a maximum, but not a ridge or a saddle. If they do, it is a sign that the design made was not chosen correctly, which most of the time