Prediction of storm-built beach profile parameters using neural network

Coastal Engineering 2000 - Proceedings of the 27th International Conference on Coastal Engineering, ICCE 2000

Volumn 276, Issue , 2000, Pages 3048-3061

  Tsai, Ching Piao ^a   Hsu, John R C ^b   Pan, Kuan Long ^a  

^a NATIONAL CHUNG HSING UNIVERSITY   (Taiwan)

^b NATIONAL SUN YAT SEN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION NEURAL NETWORKS; BAR PROFILE; BEACH PROFILE; GEOMETRIC PARAMETER; INTERCONNECTION WEIGHT; LEARNING PROCESS; NEURAL NETWORK MODEL; PREDICTION MODEL; WAVE CONDITIONS; WAVE TANK TESTS;

BACKPROPAGATION; BEACHES; COASTAL ENGINEERING; MATHEMATICAL MODELS; STORMS;

NEURAL NETWORKS;

EID: 57449103369     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Dette, H.H. and Uliczka, K. (1987). Prototype investigation on time-dependent dune recession and beach erosion. Proc. Coastal Sediment '87, v. 1, 652-667.
2. Garrett, J.H., Gunaratnam, D.J. and Ivezic, N. (1997). in Artificial Neural Networks for Civil Engineers: Fundamentals and Applications, (eds. Kartam, N. and Flood, I.), ASCE, 1-17.
3. Hsu, T.W. and Wang, H. (1997). Geometric characteristics of storm beach profiles. J. Coastal Res., 13(4): 1102-1110.
4. th Intl. Conf. Coastal Engrg., ASCE, V. 2, 1385-1404.
5. Kraus, N.C. and Larson, M. (1988). Beach profile change measured in the tank for large waves. US Army Corps of Engrs., Coastal Eng. Res. Center, CERC-88-6.
6. Larson, M. and Kraus, N.C. (1988). SBEACH: Numerical model for simulating storm-induced beach change. Report 1. US Army Corps of Engrs., Coastal Eng. Res. Center, CERC-89-9.
7. Mase, H., Sakamoto, M. and Sakai, T. (1995). Neural network for stability analysis of rubble-mound breakwaters. J. Waterway, Port, Coastal and Ocean Engrg., ASCE, 121(6): 294-299.
8. Rumelhart, D.E., Hinton, G.E. and Williams, R.J. (1986). Learning representations by back-propagating errors. Nature, 323, 533-536.
9. Silvester, R. and Hsu, J.R.C. (1993). Coastal Stabilization: Innovative Concepts. New Jersey: Prentice Hall, 578pp.
10. Silvester, R. and Hsu, J.R.C. (1997). Coastal Stabilization. World Scientific, 578pp. (Reprint from Silvester and Hsu, 1993)
11. Tsai, C.P. and Lee, T.L. (1999). Back-propagation neural network in tidal-level forecasting. J. Waterway, Port, Coastal and Ocean Engrg., ASCE, 125(4): 195-202.