An Evolutionary Algorithm Assisted by an Ensemble of Pareto-Optimal Surrogate Models

Kei Nishihara, Yaochu Jin, Masaya Nakata

An ensemble of surrogate models helps improve the prediction quality and robustness of surrogate models, and in turn, the search performance of surrogate-assisted evolutionary algo…