Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework

Reliability-based design optimization (RBDO) is an active field of research with an ever increasing number of contributions. Numerous methods have been proposed for the solution of RBDO, a complex problem that combines optimization and reliability analysis. Classical approaches are based on approxim...

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Bibliographic Details
Published in:	Structural and multidisciplinary optimization Vol. 60; no. 5; pp. 2157 - 2176
Main Authors:	Moustapha, Maliki, Sudret, Bruno
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.11.2019 Springer Nature B.V
Subjects:	Approximation Computational Mathematics and Numerical Analysis Computer simulation Covariance matrix Design optimization Engineering Engineering Design Evolutionary algorithms Finite element method Kriging interpolation Mathematical models Modular design Monte Carlo simulation Quadratic programming Regression analysis Reliability analysis Review Article Robustness (mathematics) Search algorithms Support vector machines Theoretical and Applied Mechanics Reliability-based design optimization Surrogate modelling Active learning RBDO Simulation methods
ISSN:	1615-147X, 1615-1488
Online Access:	Get full text
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