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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Bibliographic Details

Main Author:	Bautista, Dianne Carrol Tan (Author)
Resource Type:	Electronic Resource
Language:	English
Published:	Ann Arbor Michigan ProQuest LLC [2009]
Subjects:	Mathematical optimization. Surrogate-based optimization. Computer simulation.
Online Access:	Full text access requires UP Webmail login