[3] |
刘子振,言志信. 降雨入渗非饱和黏土边坡稳定性的极限平衡条分法研究[J]. 岩土力学,2016,37(2):350–356.(LIU Zizhen,YAN Zhixin. Limit equilibrium slice method for unsaturated clay slope under rainfall infiltration[J]. Rock and Soil Mechanics,2016,37(2):350–356.(in Chinese))
|
[8] |
KANG F,XU Q,LI J. Slope reliability analysis using surrogate models via new support vector machines with swarm intelligence[J]. Applied Mathematical Modelling,2016,40(11–12):6 105–6 120.
|
[9] |
ZHAO H,YIN S,RU Z. Relevance vector machine applied to slope stability analysis[J]. International Journal for Numerical and Analytical Methods in Geomechanics,2012,36(5):643–652.
|
[19] |
苏永华,何满潮,孙晓明. 岩体模糊分类中隶属函数的等效性[J]. 北京科技大学学报,2007,29(7):670–675.(SU Yonghua,HE Manchao,SUN Xiaoming. Equivalent characteristic of membership function type in rock mass fuzzy classification[J]. Journal of University of Science and Technology Beijing,2007,29(7):670–675.(in Chinese))
|
[29] |
LAURITZEN S L,SPIEGEHALTER D J. Local computations with probabilities on graphical structures and their application to expert systems[J]. Journal of the Royal Statistical Society,1988,50(2):157–224.
|
[10] |
覃光华,李祚泳. BP网络过拟合问题研究及应用[J]. 武汉大学学报:工学版,2006,(6):55–58.(QIN Guanghua,LI Zuoyong. Over-fitting of BP NN research and its application[J]. Engineering Journal of Wuhan University,2006,(6):55–58.(in Chinese))
|
[13] |
郑霞忠,李华飞,魏雄伟,等. 贝叶斯网络在岩质边坡开挖风险概率评估中的应用[J]. 水电能源科学,2013,31(7):130–132.(ZHENG Xiazhong,LI Huafei,WEI Xiongwei,et al. Application of Bayesian network in probability assessment of risk for rocky slope excavation[J]. Water Resources and Power,2013,31(7):130–132.(in Chinese))
|
[1] |
张勇慧,李红旭,盛 谦,等. 基于模糊综合评判的公路岩质边坡稳定性分级研究[J]. 岩土力学,2010,31(10):3 151–3 156. (ZHANG Yonghui,LI Hongxu,SHENG Qian,et al. Study of stability gradation of highway rock slopes based on fuzzy comprehensive evaluation[J]. Rock and Soil Mechanics,2010,31(10):3 151– 3 156.(in Chinese))
|
[20] |
PLATT J C. Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods[J]. Advances in Large Margin Classifiers,1999,10(4):61–74.
|
[2] |
邓东平,李 亮. 基于滑动面应力假设下的三维边坡稳定性极限平衡法研究[J]. 岩土力学,2017,38(1):189–196.(DENG Dongping,LI Liang. Three-dimensional limit equilibrium method for slope stability based on assumption of stress on slip surface[J]. Rock and Soil Mechanics,2017,38(1):189–196.(in Chinese))
|
[23] |
陈乐生. 汶川地震公路震害调查.路基[M]. 北京:人民交通出版社,2012:63–372.(CHEN Lesheng. Seismic damage investigation for highway in Wenchuan earthquake. Subgrade[M]. Beijing:China Communications Press,2012:63–372.(in Chinese))
|
[4] |
卢坤林,朱大勇,甘文宁,等. 一种边坡稳定性分析的三维极限平衡法及应用[J]. 岩土工程学报,2013,35(12):2 276–2 282.(LU Kunlin,ZHU Dayong,GAN Wenlin,et al. Generalized 3D limit-equilibrium method for slope stability analysis and its application[J]. Chinese Journal of Geotechnical Engineering,2013,35(12):2 276–2 282.(in Chinese))
|
[6] |
王如宾,徐卫亚,孟永东,等. 锦屏一级水电站左岸坝肩高边坡长期稳定性数值分析[J]. 岩石力学与工程学报,2014,33(增1): 3 105–3 113.(WANG Rubin,XU Weiya,MENG Yongdong,et al. Numerical analysis of long-term stability of left bank abutment high slope at Jinping I Hydropower Station[J]. Chinese Journal of Rock Mechanics and Engineering,2014,33(Supp.1):3 105–3 113.(in Chinese))
|
[12] |
谢洪涛. 基于故障贝叶斯网的边坡垮塌事故风险评估方法研究[J].安全与环境学报,2012,12(6):237–241.(XIE Hongtao. Fault Bayesian network based method for risk assessment of slope collapse accident[J]. Journal of Safety and Environment,2012,12(6):237–241.(in Chinese))
|
[5] |
李典庆,肖 特,曹子君,等. 基于高效随机有限元法的边坡风险评估[J]. 岩土力学,2016,37(7):1 994–2 003.(LI Dianqing,XIAO Te,CAO Zijun,et al. Slope risk assessment using efficient random finite element method[J]. Rock and Soil Mechanics,2016,37(7): 1 994–2 003.(in Chinese))
|
[14] |
SONG Y Q,GONG J H,GAO S,et al. Susceptibility assessment of earthquake-induced landslides using Bayesian network:a case study in Beichuan,China[J]. Computers and Geosciences,2012,42(5):189– 199.
|
[7] |
舒苏荀,龚文惠. 二维随机场下边坡稳定性的径向基函数神经网络分析法[J]. 岩土力学,2015,36(4):1 205–1 210.(SHU Suxun,GONG Wenhui. Radial basis function neural network-based method for slope stability analysis under two-dimensional random field[J]. Rock and Soil Mechanics,2015,36(4):1 205–1 210.(in Chinese))
|
[18] |
BENOV D M. The Manhattan project,the first electronic computer and the Monte Carlo method[J]. Monte Carlo Methods and Applications,2016,22(1):73–79.
|
[15] |
LI X Y,ZHANG L M,ZHANG S. Efficient Bayesian networks for slope safety evaluation with large quantity monitoring information[J]. Geoscience Frontiers,2017,9(1):1–9.
|
[21] |
PRICE D,KNERR S,PERSONNAZ L,et al. Pairwise neural network classifiers with probabilistic outputs[C]// International Conference on Neural Information Processing Systems. [S. l.]:MIT Press,1994: 1 109–1 116.
|
[25] |
王余庆,辛鸿博,高艳平,等. 预测岩土边坡地震崩滑的综合指标法研究[J]. 岩土工程学报,2001,23(3):311–314.(WANG Yuqing,XIN Hongbo,GAO Yanping,et al. Study on comprehensive index method for predicting earthquake-induced landslides[J]. Chinese Journal of Geotechnical Engineering,2001,23(3):311–314.(in Chinese))
|
[22] |
张连文,郭海鹏. 贝叶斯网引论[M]. 北京:科学出版社,2006:31–74.(ZHANG Lianwen,GUO Haipeng. An introduction to Bayesian networks[M]. Beijing:Science Press,2006:31–74.(in Chinese))
|
[27] |
庄建琦,崔 鹏,葛永刚,等.“5?12”汶川地震崩塌滑坡危险性评价:以都汶公路沿线为例[J]. 岩石力学与工程学报,2010, 29(增2):3 735–3 742.(ZHUANG Jianqi,CUI Peng,GE Yonggang,et al. Risk assessment of collapses and landslides caused by 5?12 Wenchuan earthquake:a case study of Dujiangyan-Wenchuan highway[J]. Chinese Journal of Rock Mechanics and Engineering,2010,29(Supp.2):3 735–3 742.(in Chinese))
|
[24] |
李家春,田伟平,陈建壮. 公路边坡水毁灾害等级快速评估方法[J].长安大学学报,2006,26(2):27–30.(LI Jiachun,TIAN Weiping,CHEN Jianzhuang. Rapid assessment of highway slope disaster caused by rainfall[J]. Journal of Chang'an University,2006,26(2):27–30.(in Chinese))
|
[26] |
中华人民共和国国家标准编写组. GB/T 50218—2014工程岩体分级标准[S]. 北京:中国计划出版社,2014.(The National Standards Compilation Group of People?s Republic of China. GB/T 50218—2014 Standards for engineering classification of rock mass[S]. Beijing:China Planning Press,2014.(in Chinese))
|
[28] |
LAM W,BACCHUS F. Learning Bayesian belief networks:an approach based on the MDL principle[J]. Computational Intelligence,1994,10(3):269–293.
|
[11] |
JUDEA P. Causality:models,reasoning,and inference[M]. New York:Cambridge University Press,2000:53–639.
|
[16] |
ZADEH L A. Fuzzy sets[J]. Information and Control,1965,8(3):338–353.
|
[17] |
CORTES C,VAPNIK V. Support-vector networks[J]. Machine Learning,1995,20(3):273–297.
|