In his popular text, Montgomery (2009) points
out the potential utility of G- and I-optimal designs for response surface exploration by
writing that The G and I criteria are prediction-oriented criteria, so they would be most
likely used for second-order models, as second-order models are often used for optimiza-
tion, and good prediction properties are essential for optimization.