Reliability Analysis Using Adaptive Kriging Surrogates with Multimodel Inference

AbstractThis work addresses the issue of model selection in adaptive kriging-based Monte Carlo reliability analysis. It is shown that arbitrary model selection (kriging trend and correlation) can lead to poor probability of failure estimates for complex systems. We propose a method for kriging model...

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Veröffentlicht in:	ASCE-ASME journal of risk and uncertainty in engineering systems. Part A, Civil Engineering Civil Engineering, 2019-06, Vol.5 (2)
Hauptverfasser:	Sundar, V. S, Shields, Michael D
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive sampling Civil engineering Complex systems Computer simulation Inference Information theory Kriging interpolation Model accuracy Monte Carlo simulation Reliability analysis Technical Papers
Online-Zugang:	Volltext
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