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Intelligent finite element method in geotechnical engineering
- Source :
- Proceedings of the 18th UK Conference on Computational Mechanics (ACME-UK)
- Publication Year :
- 2010
- Publisher :
- ACME, 2010.
-
Abstract
- In this paper a new approach is presented for constitutive modelling of soils in finite element analysis. The proposed approach provides a unified framework for modelling of complex materials using evolutionary polynomial regression-based constitutive model (EPRCM), integrated in finite element analysis. Evolutionary polynomial regression (EPR) is a data mining technique that generates a transparent and structured representation of the system being studied. The development and validation of the method will be presented followed by the application to a geotechnical problem. The results of the analyses will be compared with those obtained from standard finite element analyses using conventional constitutive models. It will be shown that the EPR-based constitutive models offer an effective and unified approach to constitutive modelling of materials with complex behaviour in finite element analysis of boundary value problems.
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Proceedings of the 18th UK Conference on Computational Mechanics (ACME-UK)
- Accession number :
- edsair.core.ac.uk....055a8642d64de416d6245b0437453304