Another acquisition strategy is to select the NPM with the highest expected improvement (EI) of the property of the best evaluated NPM so far. Let the random variable I(x) = max(0, f (x) -max i y i ) denote the improvement in the property of a NPM x over the best observed NPM thus far. The EI is then: