A Bayesian approach to constrained single- and multi-objective optimization

This article addresses the problem of derivative-free (single- or multi-objective) optimization subject to multiple inequality constraints. Both the objective and constraint functions are assumed to be smooth, non-linear and expensive to evaluate. As a consequence, the number of evaluations that can...

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Veröffentlicht in:	arXiv.org
Hauptverfasser:	Feliot, Paul, Bect, Julien, Vazquez, Emmanuel
Format:	Paper
Sprache:	Englisch
Veröffentlicht:	Ithaca Cornell University Library, arXiv.org 09.05.2016
Schlagworte:	Algorithms Bayesian analysis Computer simulation Constraints Criteria Design engineering Design optimization Multiple objective analysis Reliability engineering Sampling Structural reliability
ISSN:	2331-8422
Online-Zugang:	Volltext
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