A Case Study for Finding an Efficient M&S Meta Model through Sequential Response Surface Methodology
Sang-Ik Kim, Yong-Dai Kim, Yong-Bin Lim, Jeongeun Kim · Journal of the Korean society for quality management · 2012
In computer simulation models the output from the computer code is often deterministic, i.e., running the code twice with the same values for the input variables would give the same output. It is discussed why the response surface method with polynomial approximation for the true response function is a good approximation to the computer experiments model. A sequential strategy to find the proper reduced quadratic polynomial model is illustrated with a case study in the military war game computer simulation model.