Weibull Reliability Analysis in Small Samples Based on LSSVM
Zhang Xinfeng1;Zhao Yan2
1.Key Laboratory of Automotive Transportation Safety Enhancement Technology of the Ministry of Communication,Chang'an University,Xi'an,710064
2.Xidian University,Xi'an,710071
Online:2012-08-25
Published:2017-05-27
Supported by:
Fundamental Research Funds for the Central Universities( No. CHD2010JC066,72105473 )
[1]Lemon G H. Maximum Likelihood Estimations for the Three Parameters Weibull Distribution Based on Censored Samples[J]2. Technometrics, 1975,17 ( 2 ) .. 247-254.
[2]费鹤良,陈迪.三参数威布尔分布的参数估计方法[J].上海师范大学学报:自然科学版,1996,0(2):1-8.
[3]周广涛.计算机辅助可靠性设计[M].北京:宇航出版社,1990:102-106.
[4]傅惠民[1],高镇同[2].确定威布尔分布三参数的相关系数优化法[J].航空学报,1990,11(7):A323-A327.
[5]Vapnik V N. Statistical Learning Theory[M]. New York:J. Wiley, 1998.
[6]Cristianini N,Shawe Taylor J. An Introduction to Support Vector Machines and Other Kernel--based Learning Methods[M. Oxford: Cambridge Univer-sity Press,2000.
[7]Gunn S R. Support Vector Machines {or Classification and Regression[R]. Southampton: University o South- ampton, 1997.
[8]Dumais S, Platt J, Heckerman J, et al. Inductive Learning Algorithms and Representations for Text Categorization [ C ]//Proceedings of ACM -- CIKM98. New York, 1998 : 148-155.
[9]Cao L J,Tay F E H. Support Vector Machine with Adaptive Parameters in Financial Time Series Fore- casting [J]. IEEE Transactions on Neural Net- works, 2003,6(14) : 1506-1518.
[10]Vapnik V. The Nature of Statistical Learning The- oryEM]. New York: Springer-- Verlag, 1995.
[11]Sch61kop{ B,Smola A J. Learning with Kernels--sup- port Vector Machines, Regularization, Optimization and Beyond-M]. Cambridge: MIT Press, 2002.
[12]王霄锋.汽车可靠性工程基础[M].北京:清华大学出版社,2007:61-92.
[13]Zou Xinyao, Yao Ruohe. Shape Parameter Evalua- tion of Weibull Distribution Based on Least Squares Support Vector Machine[J]. Test and E- auiDment, 2008,33 (6) : 501-505.
[14]冼广铭[1].基于最小二乘小波支持向量机的数据拟合实验[J].计算机工程与应用,2008,44(18):36-38.