A Study on the Settlement Prediction of Soft Ground Embankment Using Artificial Neural Network |
Kim, Dong-Sik
(Dept. of Civil Engrg., The Univ. of Suwon)
Chae, Young-Su (Dept. of Civil Engrg., The Univ. of Suwon) Kim, Young-Su (Dept. of Civil Engrg., Kyungpook National Univ.) Kim, Hyun-Dong (Dept. of Civil Engrg., Kyungpook National Univ.) |
1 | Parlos, A.G., Chong, K.T, and Atiya, A.F. (1994), 'Application of the recurrent multilayer perceptron in modeling complex process dynamics', IEEE Trans. Neural Networks, 5(2), pp.255-285 DOI ScienceOn |
2 | 김병탁, 김영수, 이우진 (2000), '인공신경망을 이용한 모형말뚝의 수평변위와 최대 휨 모멘트 예측' pp.169-178 |
3 | Jian-hua, Z., Musharraf M., and Scott A. (1998), 'Modeling of shearing behaviour of a residual soil with recurrent neural network', Int. J. Numer. Anal. Meth. Geomech., 22, pp.671-687 DOI ScienceOn |
4 | Mohamed, A. S., Holger, R. M., and Mark, B. J. (2002), 'Predicting settlement of shallow foundations using neural network', Journal of Geotechnical Engineering, ASCE, Vo1.9, pp.785-793 |
5 | 김영수, 정성관, 손창우, 권성목 (2005), '인공신경망을 이용한 낙동강 중류지역 실트의 전단거동 예측', 한국토목학회지, 제25권, 제4C호, pp.285-292 |
6 | Garson, G. D. (1991), 'Interpreting neural-network connection weight', AI Expert, 6(7), 47-51 |
7 | Giles, C. L., Kuhn, G. M., and Wklliams, R. J. (1994), 'Dynamic recurrent neural networks : theory and application', IEEE Trans. Neural Network, 5(2), pp.153-160 |
8 | Ellis, G. W., Yao, C., and Zhao, R. (1992), 'Neural network modeling of the mechnical behavior of sand', Proc., 9th Conf, ASCE Engrg. Mech., ASCE, New York, pp.421-424 |