An adaptive reliability method combining relevance vector machine and importance sampling

A novel adaptive importance sampling algorithm based on Markov chain and low-discrepancy sequence

(2013) Xiukai Yuan et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Metamodel-based importance sampling for structural reliability analysis

(2013) V. Dubourg et al.   PROBABILISTIC ENGINEERING MECHANICS

A support vector density-based importance sampling for reliability assessment

(2012) Hongzhe Dai et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models

(2012) B. Echard et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An adaptive dimension decomposition and reselection method for reliability analysis

(2012) Chao Hu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A response surface method based on support vector machines trained with an adaptive experimental design

(2012) Benjamin Richard et al.   STRUCTURAL SAFETY

Utilization relevance vector machine for slope reliability analysis

(2011) Pijush Samui et al.   APPLIED SOFT COMPUTING

An efficient surrogate-based method for computing rare failure probability

(2011) Jing Li et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Assessing small failure probabilities by combined subset simulation and Support Vector Machines

(2011) J.-M. Bourinet et al.   STRUCTURAL SAFETY

AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation

(2011) B. Echard et al.   STRUCTURAL SAFETY

Application of relevance vector machine and survival probability to machine degradation assessment

(2010) Achmad Widodo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evaluation of failure probability via surrogate models

(2010) Jing Li et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Estimation of failure probabilities by local approximation of the limit state function

(2007) C. Proppe   STRUCTURAL SAFETY