Adaptive design of experiments methodology for noise resistance with unreplicated experiments

Lucas Caparini, Gwynn J. Elfring, Mauricio Ponga

A new gradient-based adaptive sampling method is proposed for design of experiments applications which balances space filling, local refinement, and error minimization objectives w…