Genetic algorithm in material model parameters' identification for low-cycle fatigue

Computational Materials Science

Volumn 45, Issue 2, 2009, Pages 505-510

  Franulović, Marina ^a   Basan, Robert ^a   Prebil, Ivan ^b  

^a University of Rijeka   (Croatia)

^b UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

Computer modelling; Computer simulation; Genetic algorithm; Inelastic constitutive material model; Material parameter identification; Numerical optimization

Indexed keywords

COMPUTER SIMULATION; COMPUTER SOFTWARE; GENETIC ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL OPERATORS; SHEET METAL;

CALCULATION PROCEDURES; COMPUTER MODELLING; ELASTO PLASTICS; EXPERIMENTAL DATUM; GENETIC OPERATORS; INELASTIC CONSTITUTIVE MATERIAL MODEL; KINEMATIC HARDENINGS; LOAD APPLICATIONS; LOW-CYCLE FATIGUES; MATERIAL MODELS; MATERIAL PARAMETER IDENTIFICATION; MATERIAL PARAMETERS; MATERIAL RESPONSE; NON-LINEAR; NUMERICAL OPTIMIZATION; NUMERICAL PROCEDURES; NUMERICAL SOLUTIONS; PARAMETER IDENTIFICATIONS; RELIABLE CONVERGENCES; SOFTWARE SOLUTIONS;

MATHEMATICAL MODELS;

EID: 61849117966     PISSN: 09270256     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.commatsci.2008.11.012     Document Type: Article

References (24)

1. Ottosen N., and Ristinmaa M. The Mechanics of Constitutive Modeling (2005), Elsevier
2. Lemaitre J. A Course on Damage Mechanics (1996), Springer
3. Lemaitre J., and Chaboche J.L. Mechanics of Solid Materials (1990), Cambridge University Press
4. Bari S., and Hassan T. Anatomy of coupled constitutive models for racheting simulation. International Journal of Plasticity 16 (2000) 381-409
5. Chaboche J.L. Continuum damage pechanics: part I - general concepts. Journal of Applied Mechanics 55 (1988) 59-64
6. Chaboche J.L. A review of some plasticity and viscoplasticity constitutive theories. International Journal of Plasticity (2008) 10.1016/j.ijplas.2008.03.009
7. Krajcinovic D., and Lemaitre J. Continuum Damage Mechanics - Theory and applications (1987), Springer-Verlag
8. R. Kunc, Low Cycle Carrying Capacity for Bearing Raceway with Hardened Rolling Surface, Ph.D. Thesis, University of Ljubljana, 2002.
9. Kunc R., and Prebil I. Low-cycle fatigue properties of steel 42CrMo4. Materials Science and Engineering A345 (2003) 278-285
10. T.O. Pedersen, Cyclic plasticity and low cycle fatigue in tool materials, Ph.D. Thesis, Technical University in Denmark, 1998.
11. Ohno N. Constitutive modeling of cyclic plasticity with emphasis on ratchetting. International Journal of Mechanical Sciences 40 (1998) 251-261
12. N.E. Dowling, Mechanical Behavior of Materials - Engineering Methods for Deformation, Fracture and Fatigue, Prentice-Hall International, 1993.
13. Lameitre J., and Dufailly J. Damage measurements. Engineering Fracture Mechanics 28 5/6 (1987) 643-661
14. Fedele R., Filippini M., and Maier G. Constitutive model for railway wheel steel through tension-torsion tests. Computers and Structures 83 (2005) 1005-1020
15. Feng X.T., and Yang C. Genetic evolution of nonlinear material constitutive models. Computer Methods in Applied Mechanics and Engineering 190 (2001) 5957-5973
16. Szeliga D., Gawad J., and Pietrzyk M. Parameter identification of material model based on the inverse analysis. International Journal of Applied Mathematics and Computer Science 14 (2004) 549-556
17. Ramm A.G. Inverse Problems - Mathematical and Analytical Techniques with Applications to Engineering (2005), Springer
18. Tarantola A. Inverse Problem Theory and Methods for Model Parameter Estimation (2005), Siam
19. Furukawa T., Sugata T., Yoshimura S., and Hoffman M. An automated system for simulation and parameter identification of inelastic constitutive models. Computer Methods in Applied Mechanics and Engineering 191 (2002) 2235-2260
20. Furukawa T., Sugata T., Yoshimura S., and Hoffman M. An automated system for simulation and parameter identification of inelastic constitutive models. Computer Methods in Applied Mechanics and Engineering 191 4 (2004) 549-556
21. Goldberg D.E. Genetic Algorithms in Search, Optimization, and Machine Learning (1989), Addison-Wesley
22. H. Pohlheim, Evolutionary Algorithms: Overview, Methods and Operators, Technical report, Available from: , 1999.
23. J. Périaux, G. Winter, Genetic Algorithms in Engineering and Computer Science, John Wiley and Sons, 1995.
24. R.L. Haupt, S.E. Haupt, Practical Genetic Algorithms, John Wiley and Sons, 1998.