A product development and evaluation using the simulation technology now is a standard process. Approximation models are now frequently used as an efficient design tool. Isight, an automation and optimization tool of SIMULIA, offers a several methods to generate Approximation model. Using Approximation model, as it is well known, the exploration time can be shortened, especially when a simulation takes long time for a single run. Generally, it is important to provide effective sampling points as Teacher data. In most of methods, a sampling matrix is generated taking no account of any response and the more parameters one has, the more Teacher data one needs.
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