1 |
Bucher, C.G. and Bourgund, U. (1990), "A fast and efficient response surface approach for structural reliability problems", Struct. Saf., 7(1), 57-66.
DOI
|
2 |
Chen, T., Morris, J. and Martin, E. (2007), "Gaussian process regression for multivariate spectroscopic calibration", Chemometr. Intell. Labs., 87(1), 59-71.
DOI
|
3 |
Cheng, J., Li, Q.S. and Xiao, R.C. (2008), "A new artificial neural network-based response surface method for structural reliability analysis", Probab. Eng. Mech., 23(1), 51-63.
DOI
|
4 |
Christian, B. and Thomas, M. (2008), "A comparison of approximate response functions in structural reliability analysis", Probab. Eng. Mech., 23(1), 154-163.
DOI
ScienceOn
|
5 |
Das, P.K. and Zheng, Y. (2000), "Cumulative formation of response surface and its use in reliability analysis", Probab. Eng. Mech., 15(4), 309-315.
DOI
|
6 |
Deng, J., Gu, D.S., Li, X.B. and Yue, Z.Q. (2005), "Structural reliability analysis for implicit performance function using artificial neural network", Struct. Saf., 27(1), 25-48.
DOI
|
7 |
Gayton, N., Bourinet, J.M. and Lemaire, M. (2003), "CQ2RS: a new statistical approach to the response surface method for reliability analysis", Struct. Saf., 25(1), 99-121.
DOI
|
8 |
Guan, X.L. and Melchers, R.E. (2001), "Effect of response surface parameter variation on structural reliability estimates", Struct. Saf., 23(4), 429-444.
DOI
|
9 |
Hensman, J., Mills, R., Pierce, S.G., Worden, K. and Eaton, M. (2010), "Locating acoustic emission sources in complex structures using Gaussian processes", Mech. Syst. Signal Pr., 24(1), 211-223.
DOI
|
10 |
Herbert, M.G. and Armando, M.A. (2004), "Comparison of response surface and neural network with other methods for structural reliability analysis", Struct. Saf., 26(1), 49-67.
DOI
|
11 |
Hurtado, J.E. (2007), "Filtered importance sampling with support vector margin: a powerful method for structural reliability analysis", Struct. Saf., 29(1), 2-15.
DOI
|
12 |
Jiang, S.H., Li, D.Q., Zhou, C.B. and Zhang, L.M. (2014), "Capabilities of stochastic response surface method and response surface method in reliability analysis", Struct. Eng. Mech, 49(1), 111-128.
DOI
ScienceOn
|
13 |
Kim, S.H. and Na, S.W. (1997), "Response surface method using vector projected sampling points", Struct. Saf., 19(1), 3-19.
DOI
|
14 |
Malur, R.R. and Bruce, R.E. (1993), "A new look at the response surface approach for reliability analysis", Struct. Saf., 12(3), 205-220.
DOI
|
15 |
Li, H.S., Lv, Z.Z. and Yue, Z.F. (2006), "Support vector machine for structural reliability analysis", Appl. Math. Mech., 27(10-11), 35-43.
|
16 |
Luc, S. and Dionys, V.G. (2005), "Benefit of splines and neural networks in simulation based structural reliability analysis", Struct. Saf., 27(3), 246-261.
DOI
|
17 |
MacKay, D.J.C. (1998), Introduction to Gaussian processes, Technical report, Cambridge University, London, UK.
|
18 |
Rackwitz, R. and Fiessler, B. (1976), Note on discrete safety checking when using non-normal stochastic models for basic variable, Loads Project Working Session, MIT Press, London.
|
19 |
Rasmusen, C.E. and Williams, C.K.I. (2006), Gaussian Processes for Machine Learning, MIT Press, London.
|
20 |
Rocco, C.M. and Moreno, J.A. (2002), "Fast Monte Carlo reliability evaluation using support vector machine", Reliab. Eng. Syst. Saf., 76(2), 37-43.
|
21 |
Su, G.S., Yan, L.B. and Song, Y.C. (2007), "Gaussian process for non-linear displacement time series prediction of landslide", J. China Univ. Geosci., 18, 212-219.
|
22 |
Vapnik, V. (1998), Statistical learning theory, John Wiley and Sons, New York.
|
23 |
Williams, C.K.I. (1998), Prediction with Gaussian processes: from the linear regression to linear prediction and beyond, Technical report, Aston University, Birmingham, UK.
|
24 |
Zhao, G.F. (1996), Reliability theory and its applications for engineering structures, Dalian University of Technology Press, Dalian, PRC.
|
25 |
Zhao, W.T., Qiu Z.P and Yang, Y. (2013), "An efficient response surface method considering the nonlinear trend of the actual limit state", Struct. Eng. Mech., 47(1), 45-58.
DOI
|
26 |
Zhao, H.B. (2008), "Slope reliability analysis using a support vector machine", Comput. Geotech., 35(4), 59-67.
|