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

Author:

Bourinet J.-M.,Deheeger F.,Lemaire M.

Publisher

Elsevier BV

Subject

Safety, Risk, Reliability and Quality,Building and Construction,Civil and Structural Engineering

Reference22 articles.

1. Estimation of small failure probabilities in high dimensions by subset simulation;Au;Probab Eng Mech,2001

2. Adaptive control processes: a guided tour;Bellmann,1961

3. Boser B, Guyon I, Vapnik V. A training algorithm for optimal margin classifiers. In: 5th Annual workshop on computational learning theory, Pittsburgh, USA; 1992.

4. Bourinet J-M, Mattrand C, Dubourg V. A review of recent features and improvements added to FERUM software. In: 10th International conference on structural safety and reliability (ICOSSAR’09), Osaka, Japan; 2009.

5. Deheeger F, Lemaire M. Support vector machine for efficient subset simulations: 2SMART method. In: ICASP10 10th international conference on applications of statistics and probability in civil engineering; 2007.

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