A sequential design for approximating the Pareto front using the expected Pareto improvement function

A sequential design for approximating the Pareto front using the expected Pareto improvement function

We propose a methodology for the simultaneous optimization of multiple goal functions evaluated by a numerically intensive computer model. In a black box multiobjective problem, the goal is to identify a set of compromise solutions that provide a minimally sufficient representation of the Pareto fro...

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Bibliografiske detaljer
Hovedforfatter: Bautista, Dianne Carrol Tan (Author)
Format: Electronic Resource
Sprog:English
Udgivet: Ann Arbor Michigan ProQuest LLC [2009]
Fag:
Mathematical optimization.
Surrogate-based optimization.
Computer simulation.
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