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A system active learning Kriging method for system reliability-based design optimization with a multiple response model
This paper proposes a system active learning Kriging (SALK) method to handle system
reliability-based design optimization (SRBDO) problems, where responses of all constraints …
reliability-based design optimization (SRBDO) problems, where responses of all constraints …
Efficient local adaptive Kriging approximation method with single-loop strategy for reliability-based design optimization
The classical reliability-based design optimization (RBDO) methods, due to the ever
increasing complexity of designs and contingent engineering situations, incur more and …
increasing complexity of designs and contingent engineering situations, incur more and …
Surrogate model uncertainty quantification for reliability-based design optimization
Surrogate models have been widely employed as approximations of expensive physics-
based simulations to alleviate the computational burden in reliability-based design …
based simulations to alleviate the computational burden in reliability-based design …
A local adaptive sampling method for reliability-based design optimization using Kriging model
Z Chen, H Qiu, L Gao, X Li, P Li - Structural and Multidisciplinary …, 2014 - Springer
Reliability-based design optimization (RBDO) in practical applications is hindered by its
huge computational cost during structure reliability evaluating process. Kriging-model-based …
huge computational cost during structure reliability evaluating process. Kriging-model-based …
A maximum confidence enhancement based sequential sampling scheme for simulation-based design
A maximum confidence enhancement (MCE)-based sequential sampling approach is
developed for reliability-based design optimization (RBDO) using surrogate models. The …
developed for reliability-based design optimization (RBDO) using surrogate models. The …
A double-loop adaptive sampling approach for sensitivity-free dynamic reliability analysis
Dynamic reliability measures reliability of an engineered system considering time-variant
operation condition and component deterioration. Due to high computational costs …
operation condition and component deterioration. Due to high computational costs …
Confidence-based adaptive extreme response surface for time-variant reliability analysis under random excitation
Time-variant reliability analysis aims at revealing the time evolution of the reliability of an
engineered system under time-dependent uncertainties that are best described by random …
engineered system under time-dependent uncertainties that are best described by random …
Reliability-based optimisation for offshore structures using saddlepoint approximation
Offshore structures have a long service life and involve high cost. However, the working
environment of offshore structures is harsh. When an accident occurs, it causes an adverse …
environment of offshore structures is harsh. When an accident occurs, it causes an adverse …
An important boundary sampling method for reliability-based design optimization using kriging model
Z Chen, S Peng, X Li, H Qiu, H **ong, L Gao… - Structural and …, 2015 - Springer
Reliability-based design optimization (RBDO) combined with metamodel is a powerful tool
to deal with variation of system output induced by uncertainties during practical engineering …
to deal with variation of system output induced by uncertainties during practical engineering …
An incremental shifting vector approach for reliability-based design optimization
ZL Huang, C Jiang, YS Zhou, Z Luo… - Structural and …, 2016 - Springer
This paper proposes a decoupling algorithm for reliability-based design optimization
(RBDO) with high performance in terms of efficiency and convergence, which provides an …
(RBDO) with high performance in terms of efficiency and convergence, which provides an …