AN APPROACH TO OPTIMIZATION IN RESPONSE SURFACE METHODOLOGY

We consider the optimization of a response surface given by a polynomial model. In this article the problem is stated as a stochastic optimization problem. For the first-order model, the E-Model technique is used to find the maximum and stationary points; the exact distributions are derived under the linearity assumption.