The main advantage of RSM is
the reduced number of experimental trials needed to evaluate
the effect of multiple factors on the response. In order to determine a suitable polynomial equation that describes the response surface, RSM can be employed to optimize the process for gathering research results better than classical one-variable-at-a-time or
full-factorial experimentation