A stochastic-kriging-based multiobjective simulation optimization algorithm
Published in Winter Simulation Conference • Dec 9, 2018
Authors:,,
Sebastian Rojas Gonzalez
Hamed Jalali
Inneke Van Nieuwenhuyse
Abstract
We consider the multiobjective simulation optimization problem, where we seek to find the non-dominated set of designs evaluated using noisy simulation evaluations, in the context of numerically expensive simulators. We propose a metamodel-based scalarization approach built upon the famous ParEGO al...
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