Improved forecasting model to estimate stability of rock slope

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

Volumn 24, Issue 19, 2005, Pages 3492-3498

  Liu, Xian Shan ^a   Zhou, Chuang Bing ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

Alternation and iterative algorithm; Compound indices; Forecasting; Nonlinearity; Simulated annealing; Slope engineering

Indexed keywords

ALGORITHMS; CIVIL ENGINEERING; FORECASTING; ITERATIVE METHODS; MECHANICAL PROPERTIES; NEURAL NETWORKS; NONLINEAR EQUATIONS; SIMULATED ANNEALING;

ALTERNATION AND ITERATIVE ALGORITHM; COMPOUND INDICES; NONLINEARITY; ROCK SLOPE; SLOPE ENGINEERING; SLOPE ROCK;

SLOPE STABILITY;

EID: 27744432360     PISSN: 10006915     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. 3D [J]. Chinese Journal of Rock Mechanics and Engineering, 2001, 20(1): 6-10. (in Chinese)
2. Zhang Qing, Zhuo Jiashou. Interface element method and criterion for stability analysis of high slopes in Three Gorges shiplock[J]. Chinese Journal of Rock Mechanics and Engineering, 2000, 19(3): 285-288. (in Chinese)
3. Zhang Xiaohui, Wang Hui, Dai Fuchu, et al. Comprehensive evaluation of slopes stability using interaction matrix and fuzzy sets[J]. Chinese Journal of Rock Mechanics and Engineering, 2000, 19(3): 346-351. (in Chinese)
4. Chen Xinmin, Luo Guoyu. Grey system analysis and evaluation of slope stability based on experience [J]. Chinese Journal of Geotechnical Engineering, 1999, 21(5): 638-641. (in Chinese)
5. Fu Yixiang, Liu Shikai, Liu Dapeng. Predicting models to estimate stability of rock slope based on RBF neural network[J]. Journal of Wuhan University of Technology (Transportation Science and Engineering), 2003, 27(2): 170-173. (in Chinese)
6. He Keqiang, Lei Jianhe. A prediction of the slope stability based on neural network [J]. Geology and Prospecting, 2001, 37(6): 72-75. (in Chinese)
7. Chen Changyan, Wang Sijing, Shen Xiaoke. Predicting models to estimate stability of rock slope based on artificial neural network[J]. Chinese Journal of Geotechnical Engineering, 2001, 23(2): 157-161. (in Chinese)
8. Rosen S L, Catherine M. An improved simulated annealing simulation optimization method for discrete parameter stochastic systems [J]. Computers and Operations Research, 2005, 32(2): 343-358.
9. Marti R. Multi-layer neural networks: An experimental evaluation of on-line training methods[J]. Computers and Operations Research, 2004, 31(9): 1491-1513.
10. Liu Xianshan, She Chengxue, Zhang Lijun. Study on ANN based on alternation and iterative algorithm in seepage inversion[J]. Chinese Journal of Rock Mechanics and Engineering, 2004, 23(9): 1470-1475. (in Chinese)
11. Zhao Linming, Hu Haoyun. Multi-layer Forward Artificial Neural Networks[M]. Zhengzhou: Yellow River Conservancy Press, 1999. (in Chinese)