[HTML][HTML] Adaptive approaches in metamodel-based reliability analysis: A review
The present work reviews the implementation of adaptive metamodeling for reliability
analysis with emphasis in four main types of metamodels: response surfaces, polynomial …
analysis with emphasis in four main types of metamodels: response surfaces, polynomial …
LIF: A new Kriging based learning function and its application to structural reliability analysis
Z Sun, J Wang, R Li, C Tong - Reliability Engineering & System Safety, 2017 - Elsevier
The main task of structural reliability analysis is to estimate failure probability of a studied
structure taking randomness of input variables into account. To consider structural behavior …
structure taking randomness of input variables into account. To consider structural behavior …
A unified analysis framework of static and dynamic structural reliabilities based on direct probability integral method
G Chen, D Yang - Mechanical Systems and Signal Processing, 2021 - Elsevier
Generally, the static and dynamic reliabilities of structures are addressed separately in the
existing methods except the computationally expensive stochastic sampling-based …
existing methods except the computationally expensive stochastic sampling-based …
RBF-GA: An adaptive radial basis function metamodeling with genetic algorithm for structural reliability analysis
Z Jing, J Chen, X Li - Reliability Engineering & System Safety, 2019 - Elsevier
Owing to its time-consuming computation of complex structural responses, structural
reliability analysis is still one of the challenging tasks. In this work, based on the FORM, the …
reliability analysis is still one of the challenging tasks. In this work, based on the FORM, the …
A new adaptive response surface method for reliability analysis
N Roussouly, F Petitjean, M Salaun - Probabilistic Engineering Mechanics, 2013 - Elsevier
Response surface method is a convenient tool to assess reliability for a wide range of
structural mechanical problems. More specifically, adaptive schemes which consist in …
structural mechanical problems. More specifically, adaptive schemes which consist in …
A combined radial basis function and adaptive sequential sampling method for structural reliability analysis
L Hong, H Li, K Peng - Applied Mathematical Modelling, 2021 - Elsevier
In this paper, according to the Kriging based reliability analysis method, an efficient
sequential sampling method combined with radial basis function is proposed to reduce the …
sequential sampling method combined with radial basis function is proposed to reduce the …
An innovative adaptive sparse response surface method for structural reliability analysis
In the scope of infrastructure risk assessment, structural reliability analysis leads to a
challenging problem in order to deal with conflicting objectives: accurate estimation of failure …
challenging problem in order to deal with conflicting objectives: accurate estimation of failure …
Efficient response surface method for high-dimensional structural reliability analysis
In common response surface method (RSM) for structural reliability analysis, performances
of several experimental points must be evaluated via finite element analysis. The number of …
of several experimental points must be evaluated via finite element analysis. The number of …
A hybrid approach combining uniform design and support vector machine to probabilistic tunnel stability assessment
X Li, X Li, Y Su - Structural safety, 2016 - Elsevier
Applications of the reliability-based method to stability evaluation of tunnel structures have
become an ever-increasing concern over recent years. One critical challenge in conducting …
become an ever-increasing concern over recent years. One critical challenge in conducting …
Non-linear partial least squares response surface method for structural reliability analysis
W Zhao, F Fan, W Wang - Reliability Engineering & System Safety, 2017 - Elsevier
An important challenge in structural reliability is to minimize the number of calls to the
numerical models, so the current structural reliability analysis of multidimensional variable …
numerical models, so the current structural reliability analysis of multidimensional variable …