Rare-event probability estimation with adaptive support vector regression surrogates

Reliability Engineering & System Safety ◽

10.1016/j.ress.2016.01.023 ◽

2016 ◽

Vol 150 ◽

pp. 210-221 ◽

Author(s):

J.-M. Bourinet

Keyword(s):

Support Vector Regression ◽

Probability Estimation ◽

Support Vector ◽

Event Probability ◽

Adaptive Support

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Adaptive support vector regression for UAV flight control

Neural Networks ◽

10.1016/j.neunet.2010.09.011 ◽

2011 ◽

Vol 24 (1) ◽

pp. 109-120 ◽

Author(s):

Jongho Shin ◽

H. Jin Kim ◽

Youdan Kim

Keyword(s):

Support Vector Regression ◽

Flight Control ◽

Support Vector ◽

Adaptive Support

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Model predictive flight control using adaptive support vector regression

Neurocomputing ◽

10.1016/j.neucom.2009.10.002 ◽

2010 ◽

Vol 73 (4-6) ◽

pp. 1031-1037 ◽

Author(s):

Jongho Shin ◽

H. Jin Kim ◽

Sewook Park ◽

Youdan Kim

Keyword(s):

Support Vector Regression ◽

Flight Control ◽

Support Vector ◽

Adaptive Support

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A genetic algorithm to optimize the adaptive Support Vector Regression model for forecasting the reliability of diesel engine systems

2017 IEEE 7th Annual Computing and Communication Workshop and Conference (CCWC) ◽

10.1109/ccwc.2017.7868462 ◽

2017 ◽

Author(s):

Lina Chato ◽

Shahab Tayeb ◽

Shahram Latifi

Keyword(s):

Genetic Algorithm ◽

Diesel Engine ◽

Regression Model ◽

Support Vector Regression ◽

Support Vector ◽

Support Vector Regression Model ◽

Adaptive Support ◽

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A rational approximation approach to rare event probability estimation for high-performance systems

Proceedings of 1995 34th IEEE Conference on Decision and Control ◽

10.1109/cdc.1995.479091 ◽

2002 ◽

Author(s):

G. Bao ◽

C.G. Cassandras

Keyword(s):

Rational Approximation ◽

High Performance ◽

Probability Estimation ◽

Approximation Approach ◽

Event Probability ◽

High Performance Systems

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Perfect simulation of monotone systems for rare event probability estimation

Proceedings of the Winter Simulation Conference, 2005. ◽

10.1109/wsc.2005.1574291 ◽

2006 ◽

Author(s):

J.-M. Vincent

Keyword(s):

Probability Estimation ◽

Perfect Simulation ◽

Monotone Systems ◽

Event Probability

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Multidimensional rare event probability estimation algorithm

Computational Science and Techniques ◽

10.15181/csat.v1i2.93 ◽

2013 ◽

Vol 1 (2) ◽

Author(s):

Leonidas Sakalauskas ◽

Ingrida Vaičiulytė

Keyword(s):

Estimation Algorithm ◽

Probability Estimation ◽

Event Probability

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Reliability analysis of structures by a three-stage sequential sampling based adaptive support vector regression model

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.108260 ◽

2021 ◽

pp. 108260

Author(s):

Atin Roy ◽

Subrata Chakraborty

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Reliability Analysis ◽

Sequential Sampling ◽

Support Vector ◽

Support Vector Regression Model ◽

Adaptive Support

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Adaptive support vector regression analysis of closed-loop inspection accuracy

International Journal of Machine Tools and Manufacture ◽

10.1016/j.ijmachtools.2005.07.011 ◽

2006 ◽

Vol 46 (6) ◽

pp. 603-610 ◽

Author(s):

Yongjin Kwon ◽

Myong K. Jeong ◽

Olufemi A. Omitaomu

Keyword(s):

Regression Analysis ◽

Support Vector Regression ◽

Closed Loop ◽

Support Vector ◽

Adaptive Support

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Introduction to rare event probability estimation

Estimation of Rare Event Probabilities in Complex Aerospace and Other Systems ◽

10.1016/b978-0-08-100091-5.00001-0 ◽

2016 ◽

pp. 1-2

Author(s):

J. Morio ◽

M. Balesdent

Keyword(s):

Probability Estimation ◽

Event Probability

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A combined splitting—cross entropy method for rare-event probability estimation of queueing networks

Annals of Operations Research ◽

10.1007/s10479-009-0608-2 ◽

2009 ◽

Vol 189 (1) ◽

pp. 167-185 ◽

Author(s):

M. J. J. Garvels

Keyword(s):

Queueing Networks ◽

Entropy Method ◽

Cross Entropy ◽

Probability Estimation ◽

Event Probability ◽

Cross Entropy Method

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