Response surface methodology is a specialized DOE technique.
RSM is a combination of statistical and optimization methods, used to model and optimize designs.
RSM comprises a group of statistical techniques for empirical model building and model exploitation.
By careful design and analysis of experiments, it seeks to relate a response, or output variable, to the levels of a number of predictors, or input variables, that affect it.
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Introduction to Response surface methodology | NatokHD