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arXiv cs.NE · Papers

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

arXiv:2608.01777v1 Announce Type: new Abstract: 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 algorithms (SAEAs). Although different degrees of smoothness of the approximated fitness landsca