Prediction of coefficient of lateral earth pressure using artificial neural networks

Electronic Journal of Geotechnical Engineering

Volumn 10 A, Issue , 2005, Pages

  Das, Sarat Kumar ^a   Basudhar, Prabir Kumar ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

ANN; Earth pressure coefficient; K0

Indexed keywords

BACKPROPAGATION; CORRELATION METHODS; DILATOMETERS; EARTH (PLANET); FEEDFORWARD NEURAL NETWORKS; FORECASTING; MATHEMATICAL MODELS; PRESSURE EFFECTS; SENSITIVITY ANALYSIS; STATISTICAL METHODS;

CORRELATION COEFFICIENT; EARTH PRESSURE COEFFICIENT; STANDARD DEVIATION; STATISTICAL PARAMETERS;

GEOTECHNICAL ENGINEERING;

ARTIFICIAL NEURAL NETWORK; DILATION; EARTH PRESSURE;

EID: 27444435681     PISSN: 10893032     EISSN: 10893032     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. Bowles, J.E. (1988) "Foundation Analysis and Design", McGraw-Hill International Edition, Singapore.
2. Das S.K., and P.K. Basudhar (2004) "Site characterization of an alluvial site using artificial neural network," International workshop on Risk Assessment in Site Characterization and Geotechnical Design, Banglore.
3. Goh, A.T.C. (1994) "Seismic liquefaction potential assessed by neural network" Journal of Geotechnical Engineering, ASCE, Vol. 120, No. 9, pp. 1467-1480.
4. Guyon, I., and A. Elisseeff (2003) "An Introduction to variable and feature selection" Journal of Machine learning Research, Vol 3, pp. 1157-1182.
5. Hagan, M.T., H. B. Demuth and M. Beale (2002) "Neural network design," Thomson Learning, Singapore.
6. Itani O.M., and Y.M. Najjar (2000) "Three-dimensional modeling of spatial properties via artificial neural network" Transport Research Record, No. 1709, pp. 50-59.
7. Juang, C.H., T. Jiang, and R.A. Christopher (2001) "Three-dimensional site characterisation: neural network approach" Geotechnique, Vol. 51 No. 9, pp. 799-809.
8. Lunne, T., J.J.M. Powell, E.A. Hauge, K.H. Mokkelbost, and I.M. Uglow (1990) "Correlation of dilatometer readings with lateral stress in clays" Transport Research Record No. 1278, pp.183-193.
9. Shahin, M.A., M.B. Jaksa, and H.R. Maier (2001) "Artificial neural network applications in geotechnical Engineering" Australian Geomechanics, Vol. 36, No. 1, pp. 49-62.
10. Shahin, M.A., H.R. Maier, and M.B. Jaksa (2002) "Predicting settlement of shallow foundations using neural network" Journal of Geotechnical Engineering, ASCE, Vol. 128, No.9, pp.785-793.
11. Shahin, M.A., H.R. Maier, and M.B. Jaksa (2004) "Data division for developing neural networks applied to geotechnical engineering" Journal of computing in Civil Engineering, ASCE, Vol. 18, No. 2, pp.105-114.
12. Toll, D.G. (1996) "Artificial Intelligence Applications in Geotechnical Engineering" Electronic Journal of Geotechnical Engineering, Vol.1