Design Of Experiments, Response Surface, Spline, Box Behnken, Central Composite Design.
detect it since you only have 27 combinations. If the optimal combination WAS within these ranges, you would probably need 270 (factor 10) or even 2700 (factor 100) treatments. So, although you need a full-factorial designs to start building a response surface design, you need the response surface