Steponavice, Ingrida; Hyndman, Rob J; Smith-Miles, Kate; … - Department of Econometrics and Business Statistics, … - 2014
In this paper, we focus on expensive multiobjective optimization problems and propose a method to predict an approximation of the Pareto optimal set using classification of sampled decision vectors as dominated or nondominated. The performance of our method, called EPIC, is demonstrated on a set...