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《Chinese Journal of Rock Mechanics and Engineering》 2000-S1
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NEURAL NETWORK MODELING ON ROCK MECHANICS PROBLEMS

Feng Xiating 1, 2 , Jia Mintai 3 ( 1 Northeastern University, Shenyang 110006 China) ( 2 Institute of Rock and Soil Mechanics, The Chinese Academy of Sciences, Wuhan 430071 China) ( 3 Shenyang Textile Industry School, Shenyang 110000  
Several approaches on neural network modeling on rock mechanical problems are proposed. It includes neural network modeling on nonlinear relationship between rock mechanics parameters, approach to predict future information using historical information, approach to predict local information using overall information, approach to predict information at larger scale using information at smaller scale. It is also pointed out that reasonable learning samples, learning parameter, algorithm, and topology of neural network are key to improve capability of the models.
【Fund】: 霍英东教育基金会资助!项目 (710 48);; 国家自然科学基金
【CateGory Index】: TU45
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