Efficient Screening Designs for Expensive Black-box Models with Qualitative and Quantitative Factors

Difan Song, V. Roshan Joseph

Computationally expensive black-box models often involve a large number of input factors with complex interactions and varying importance. Experimental design techniques can be use…