An Alternative Method to Determine the Magic Tyre Model Parameters Using Genetic Algorithms

Vehicle System Dynamics

Volumn 41, Issue 2, 2004, Pages 109-127

  Cabrera, J A ^a   Ortiz, A ^a   Carabias, E ^a   Simon, A ^a  

^a UNIVERSITY OF MÁLAGA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTER SIMULATION; CONTROL SYSTEMS; CONVERGENCE OF NUMERICAL METHODS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION; PRODUCT DESIGN; ROBUSTNESS (CONTROL SYSTEMS);

MAGIC FORMULA PARAMETERS; VEHICLE DYNAMICS RESEARCH;

TIRES;

EID: 1342286830     PISSN: 00423114     EISSN: None     Source Type: Journal    
DOI: 10.1076/vesd.41.2.109.26496     Document Type: Article

References (13)

1. Dugoff, H., Fancher, P.S. and Segel, L.: An Analysis of Tire Traction Properties and their Influence on Vehicle Dynamic Performance, In: Proceedings of International Automobile Safety Compendium, FISITA/SAE SAE Paper No. 700377. Brussels, 1970.
2. Gim, G. and Nikravesh, P.E.: An Analytical Study of Pneumatic Tire Dynamic Properties, Parts 1-3, Int. J. Vehicle Design 11(6), 12 (1,2) (1991).
3. Pacejka, H.B. and Bakker, E.: The Magic Formula Tyre Model. Vehicle Syst. Dyn. 21 (1993), pp. 1-18.
4. Bayle, P., Forissier, J.F. and Lafon, S.; A New Tyre Model for Vehicle Dynamics Simulations. In: Proceedings of Automotive Technology International'93, 1993, pp. 193-198.
5. van Oosten, J.J.M. and Bakker, E.: Determination of Magic Tyre Model Parameters. Vehicle Syst. Dyn. 21 (1993), pp. 19-29.
6. Holland, J.H.: Genetic Algorithms and the Optimal Allocations of Trials. SIAM Journal of Computing 2(2) (1973), pp. 88-105.
7. Holland, J.H.: Adaptation in Natural and Artificial Systems. The University of Michigan Press, Michigan, 1975.
8. Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison Wesley, Massachusetts, 1989.
9. Storn, R. and Price, K.: Differential Evolution. A Simple and Efficient Heuristic Scheme for Global Optimization over Continuos Spaces. J. Global Optim. 11 (1997), pp. 341-359.
10. Wright, A.H.: Genetic Algorithms for Real Parameter Optimization. In: Proceedings of First workshop on the Foundations of Genetic Algorithms and Classifier Systems. Indiana, 1990, pp. 205-218.
11. Pacejka, H.B.: The Tyre as a Vehicle Component. In: Proceedings of XXVI Fisita Congress, Prague, Czech Republic, June 16-23, 1996.
12. Palkovics, L. and El-Gindy, M.: Neural Network Representation of Tyre Characteristics: The Neuro-Tyre. Int. J. Vehicle Des. 14 (1993), pp. 563-591.
13. Nelder, J.A. and Mead, R.: A Simplex Method for Function Minimization. Comput. J. 7 (1965), pp. 308-313.