Intelligent finite element method and application to simulation of behavior of soils under cyclic loading

Studies in Computational Intelligence

Volumn 205, Issue , 2009, Pages 317-338

  Javadi, A A ^a   Tan, T P ^a   Elkassas, A S ^b  

^a UNIVERSITY OF EXETER   (United Kingdom)

^b ARUP   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 67949089826     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-01536-6_12     Document Type: Article

References (17)

1. Shin, H.S., Pande, G.N.: On self-learning finite element codes based on response of structures. J. Computers and Geotechnics 27, 161-171 (2000)
2. Javadi, A.A., Tan, T.P., Zhang, M.: Neural network for constitutive modeling in finite element analysis. J. Computer Assisted Mechanics and Engineering Sciences 10, 523-529 (2003)
3. Javadi, A.A., Tan, T.P., Elkassas, A.S.I., Zhang, M.: An Intelligent Finite Element Method: Development of the Algorithm. In: Proceedings of the 6th World Congress on Computational Mechanics. Tsinghua University Press/Springer, Beijing (2004)
4. Javadi, A.A., Farmani, R., Tan, T.P.: An intelligent self-learning Genetic Algorithm; development and engineering applications. In: International Journal of Advanced Engineering Informatics (in print) (2005)
5. Pao, Y.H.: Adaptive pattern recognition and neural networks. Addison-Wesley Publishing Company, USA (1989)
6. Hinton, E., Owen, D.R.J.: Finite element programming. Academic Press, London (1977)
7. Duncan, J.M., Chang, C.Y.: Nonlinear analysis of stress and strain in soils. ASCE Journal of Soil Mechanics and Foundations Division SM5, 1629-1653 (1970)
8. Ghaboussi, J., Garret, J.H., Wu, X.: Knowledge-based modeling of material behavior with neural networks. Journal of Engineering Mechanics Division (ASCE) 117, 32-153 (1991)
9. Ghaboussi, J., Sidarta, D.: A new nested adaptive neural network for modeling of constitutive behavior of materials. J. Computers and Geotechnics 22, 29-52 (1998)
10. Hashash, Y.M., Jung, S., Ghaboussi, J.: Numerical implementation of a neural network based material model in finite element analysis. Int. Journal for Numerical Methods in Engineering 5, 989-1005 (2004)
11. Lefik, M., Schrefler, B.: Artificial neural network as an incremental nonlinear constitutive model for a finite element code. J. Computational Methods in Applied Mechanical Engineering 192, 3265-3283 (2003)
12. Millar, D.L., Clarici, E., Calderbank, P.A., Marsden, J.R.: On the practical use of a neural network strategy for the modeling of the deformability behavior of Croslands Hill sandstone rock. In: Proceedings of the APCOM XXV Conference, Brisbane, pp. 457-465 (1995)
13. Moses, G.G., Rao, S.N., Rao, P.N.: Undrained strength behavior of a cemented marine clay under monotonic and cyclic loading. J. Ocean Engineering 30, 1765-1789 (2003)
14. Osinov, V.A.: Cyclic shearing and liquefaction of soil under irregular loading: An incremental model for the dynamic earthquake-induced deformation. J. Soil Dynamic and Earthquake Engineering 23, 535-548 (2003)
15. Rao, S.N., Panda, A.P.: Non-linear analysis of undrained cyclic strength of soft marine clay. J. Ocean Engineering 26(3), 241-253 (1998)
16. Usaborisut, P., Koike, M., Bahalayodhin, B., Niyamapa, T., Yoda, A.: Cyclic torsional shear loading test for an unsaturated, hollowed specimen using Bangkok clayey, soil. J. Terramechanics 38, 71-87 (2001)
17. Yilmaz, M.T., Pekcan, O., Bakir, B.S.: Undrained cyclic shear and deformation behavior os silt-clay mixture of Adapazari, Turkey. J. Soil Dynamic and Earthquake Engineering 24, 497-507 (2004)