Efficient approximation of black-box functions and Pareto sets

G. Rennen

Research output: ThesisDoctoral Thesis

Abstract

In the case of time-consuming simulation models or other so-called black-box functions, we determine a metamodel which approximates the relation between the input- and output-variables of the simulation model. To solve multi-objective optimization problems, we approximate the Pareto set, i.e. the set of Pareto optimal solutions for which it is not possible to improve one objective without deteriorating another.
Original languageEnglish
QualificationDoctor of Philosophy
Awarding Institution
  • Tilburg University
Supervisors/Advisors
  • den Hertog, Dick, Promotor
  • van Dam, Edwin, Promotor
Award date20 Nov 2009
Place of PublicationTilburg
Publisher
Print ISBNs9789056682392
Publication statusPublished - 2009

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