Back-propagation neural networks for modeling complex systems

Artificial Intelligence in Engineering - Tập 9 - Trang 143-151 - 1995
A.T.C. Goh1
1School of Civil & Structural Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 2263 Singapore

Tài liệu tham khảo

Rumelhart, 1986, Vol 1 and Vol 2 Lippmann, 1987, An introduction to computing with neural nets, IEEE Acoust. Speech Signal Process, 4, 4 Hammerstrom, 1993, Working with neural networks, IEEE Spectrum, 46, 10.1109/6.222230 Ghaboussi, 1991, Knowledgebased modeling of material behavior with neural networks, J. Engng. Mech. Division ASCE, 117, 132, 10.1061/(ASCE)0733-9399(1991)117:1(132) Elkordy, 1993, Neural networks trained by analytically simulated damage states, J. Comput. Civil Engng ASCE, 7, 130, 10.1061/(ASCE)0887-3801(1993)7:2(130) Yeh, 1993, Building KBES for diagnosing PC pile with artificial neural network, J. Comput Civil Engng ASCE, 7, 71, 10.1061/(ASCE)0887-3801(1993)7:1(71) Vanluchene, 1990, Neural networks in structural engineering, Microcomp. Civil Engng, 5, 207, 10.1111/j.1467-8667.1990.tb00377.x Hajela, 1991, Neurobiological computational models in structural analysis and design, Comput. Struct., 41, 657, 10.1016/0045-7949(91)90178-O Hajela, 1992, Neural networks in structural analysis and design: an overview, Comput. Syst. Engng, 3, 525, 10.1016/0956-0521(92)90138-9 Gunaratnam, 1994, Effect of representation on the performance of neural networks in structural engineering applications, Microcomp. Civil Engng, 9, 97, 10.1111/j.1467-8667.1994.tb00365.x Goh, 1994, Seismic liquefaction potential assessed by neural networks, J. Geot. Engng ASCE, 120, 1467, 10.1061/(ASCE)0733-9410(1994)120:9(1467) Rumelhart, 1986, Learning internal representation by error propagation Hornik, 1991, Approximation capabilities of multilayer feedforward networks, Neural Networks, 4, 251, 10.1016/0893-6080(91)90009-T Caudill, 1990 Eberhart, 1990 Stein, 1993, Selecting data for neural networks, AI Expert, 8, 42 Crooks, 1992, Care and feeding of neural networks, AI Expert, 7, 36 Masters, 1993 Bailey, 1990, How to develop neural network applications, AI Expert, 5, 38 Holden, 1976, The calibration of electrical penetrometers in sand Baldi, 1986, Interpretation of CPTs and CPTUs —2nd Part: Drained penetration of sands, 143 Garson, 1991, Interpreting neural-network connection weights, AI Expert, 6, 47 Wellington, 1892, The iron wharf at Fort Monroe, VA, Trans. ASCE, 27, 129 Hiley, 1922, The efficiency of the hammer blow, and its effects with reference to piling, Engineering, 673 Janbu, 1953, Une analyse energetique du battage des pieux a l'aide de parametres sans dimension, 63 Chellis, 1961 Whitaker, 1970 Oison, 1967, Pile-driving formulas for friction piles in sand, J. Soil Mech. Foundat. Div. ASCE, 93, 279, 10.1061/JSFEAQ.0001056 Flaate, 1964, An investigation of the validity of three pile driving formulae in cohensionless material, 11