Constructing Response Surfaces Using Imperfect Function Evaluations

Five methods to construct response surfaces from a nite number of function evaluations are compared for several analytical test functions. A recently developed stochastic approximation method is compared to Kriging and to polynomial interpolation approaches. It is shown that if there is uncertainty ... View More