Application of grey-neural network model to landslide deformation prediction

Yanshilixue Yu Gongcheng Xuebao/Chinese Journal of Rock Mechanics and Engineering

Volumn 26, Issue 3, 2007, Pages 632-636

  Wu, Yiping ^a   Teng, Weifu ^a   Li, Yawei ^a  

^a CHINA UNIVERSITY OF GEOSCIENCES   (China)

Author keywords

Grey neural network model; Prediction; Slope engineering

Indexed keywords

FORECASTING; MATHEMATICAL MODELS; NEURAL NETWORKS; SLOPE PROTECTION;

GREY-NEURAL NETWORK MODEL; LANDSLIDE DISPLACEMENT; SLOPE ENGINEERING;

LANDSLIDES;

EID: 34248229593     PISSN: 10006915     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (13)

1. LIU Handong. Theroy and method of slope failure time prediction[M]. Zhengzhou: Yellow River Conservancy Press, 1996. (in Chinese)
2. HUANG Runqiu, XU Qiang. Generalized scientific analysis theory and its application to engineering geology[M]. Beijing: Geological Publishing House, 1997. (in Chinese)
3. LI Tianbin, CHEN Mingdong, WANG Lansheng. Real-time monitoring and prediction of landslide[M]. Chengdu: Chengdu University of Science and Technology Press, 1999. (in Chinese)
4. QIN Siqing, ZHANG Zhuoyuan, WANG Shitian, et al. Nonlinear time prediction theory of landslide[M]. Chengdu: Southwest Jiaotong University Press, 1993. (in Chinese)
5. HUANG Runqiu, XU Qiang. Synergetic prediction model of slope instability[J]. Mountain Research, 1997, 15(1): 7-12. (in Chinese)
6. WU Chengzhen, HONG Wei. BP-GA mixed algorithms for landslide prediction[J]. Journal of Mountain Science, 2000, 18(4): 360-365. (in Chinese)
7. HUANG Zhiquan, ZHANG Changcun, JIANG Tong, et al. Synergetic-bifurcated model of landslide prediction and its application[J]. Chinese Journal of Rock Mechanics and Engineering, 2002, 21(4): 498-501. (in Chinese)
8. YIN Kunlong, Model study on landlside long-time and short-time prediction[C]//Proceedings of the Sixth Congress of Chinese Society for Rock Mechanics and Engineering. Beijing: Chinese Science and Technology Publishing House, 2000. (in Chinese)
9. CHEN Mingdong, WANG Lansheng. Grey model applied to slope deformation and failure[C]//Proceedings of the Third Congress of Chinese Engineering Geology. Chengdu: Chengdu University of Science and Technology Press, 1988: 1226-1232. (in Chinese)
10. GAO Wei, FENG Xiating. Study on displacement prediction of landslide based on grey system and evolutionary neural network[J]. Rock and Soil Mechanics, 2004, 25(4): 514-517. (in Chinese)
11. DENG Julong. Basic theory of grey theory[M]. Wuhan: Huazhong University of Science and Technology Press, 2002. (in Chinese)
12. LI Di, ZHANG Man. Riverside landslide stability monitoring research report in Geheyan reservoir area on Qingjiang River[R]. Wuhan: Yangtze River Scientific Research Institute, 1996. (in Chinese)
13. MA Shuishan, LI Di, ZHANG Baojun, et al. Displacement characteristics and prediction of its trend of Maoping landslip mass[J]. Journal of Yangtze River Scientific Research Institute, 1994, 11(3): 72-79. (in Chinese)