Space-Filling Designs for Computer Experiments
In this chapter and the next, we discuss how to select inputs at which to compute the output of a computer experiment to achieve specific goals. The inputs we select constitute our “experimental design.” The region corresponding to the values of the inputs over which we wish to study or model the response is the experimental region. A point in this region corresponds to a specific set of values of the inputs. Thus, an experimental design is a specification of points in the experimental region at which we wish to compute the response.
KeywordsOrthogonal Array Design Point Computer Experiment Simple Random Sampling Experimental Region
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