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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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