Self-stability evaluation model of surrounding rock based on improved BP neural network
WANG Duo-dian1,2,QIU Guo-qing1,DAI Ting-ting3,WANG Yue1
1. Engineering Institute of Corps of Engineers,PLA University of Science and Technology,Nanjing Jiangsu 210007,China 2. Unit 66081 of PLA, Huailai Hebei 050083, China 3. China Satellite Maritime Tracking and Controlling Department, Jiangyin Jiangsu 214431, China
WANG Duo-dian QIU Guo-qing DAI Ting-ting WANG Yue. Self-stability evaluation model of surrounding rock based on improved BP neural network[J]. Journal of Computer Applications, 2012, 32(04): 1056-1059.
[1]
HECHT-NIELSEN R. Theory of the back propagation neural network[EB/OL].[2011-05-10].http://s112088960.onlinehome.us/annProjects/Research Paper Library/backPropTheory.pdf.
[2]
葛哲学,孙志强.神经网络理论与Matlab R2007实现[M].北京:电子工业出版社,2007:46-47.
[3]
柳益君,吴访升,蒋红芬,等.基于GA-BP神经网络的环境质量评估方法[J].计算机仿真,2010,27(7):121-124.
[4]
陈刚,何政伟,杨斌,等.遗传BP神经网络在泥石流危险性评价中的应用[J].黄金,2010,46(3):228-231.
[5]
SHAN LI, ZHANG JIONG, SUN ZENG-XIAN. Prediction of cyclosporine a blood concentration by genetic algorithm and BP neural network [C]// Bioinformatics and Biomedical Engineering. [S.l.]: IEEE 2008:729-732.
[6]
GUPTA C D. Back propagation neural network method of solution of normal fat dipole and truncated conical grounded monopole and optimization by genetic algorithm [C]// Antenna Theory and Techniques. Sevastopol, Ukraine: IEEE, 2007:208-210.
[7]
段林娣,宋成辉.应用BP神经网络进行隧道围岩快速分级[J].中国安全科学学报,2010,6(2):58-67.
[8]
付玉华.露天转地下开采岩体稳定性及岩层移动规律研究[D].长沙:中南大学,2010.
[9]
岳万英,周培根,霍恩俊,等.军事工程百科辞典[M].北京:解放军出版社,2003:248-249.