Subset simulation with adaptable intermediate failure probability for robust reliability analysis: an unsupervised learning-based approach

Author:

Zhao Yinghao,Wang ZeyuORCID

Funder

Postdoctoral Research Foundation of China

Tsinghua University

Publisher

Springer Science and Business Media LLC

Subject

Control and Optimization,Computer Graphics and Computer-Aided Design,Computer Science Applications,Control and Systems Engineering,Software

Reference43 articles.

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2. Au S-K (2016) On MCMC algorithm for Subset Simulation. Probabilistic Eng Mech 43:117–120. https://doi.org/10.1016/j.probengmech.2015.12.003

3. Au SK, Beck JL (1999) A new adaptive importance sampling scheme for reliability calculations”. Struct Saf 21(2):2

4. Au S-K, Beck JL (2001) Estimation of small failure probabilities in high dimensions by subset simulation. Probabilistic Eng Mech 16(4):263–277

5. Bect J, Li L, Vazquez E (2017) Bayesian Subset Simulation. SIAMASA J. Uncertain. Quantif. 5(1):1. https://doi.org/10.1137/16M1078276

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