System modeling and design using genetic programming

Proceedings - 1st IEEE International Conference on Cognitive Informatics, ICCI 2002

Volumn , Issue , 2002, Pages 88-97

  Leung, H ^a   Varadan, V ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BIT ERROR RATE; CHAOTIC SYSTEMS; CODES (SYMBOLS); DESIGN; DYNAMICAL SYSTEMS; GENETIC ALGORITHMS; INFORMATION SCIENCE; NONLINEAR DYNAMICAL SYSTEMS; NONLINEAR SYSTEMS; PARAMETER ESTIMATION; TIME SERIES;

CDMA COMMUNICATIONS; COMMUNICATION ENVIRONMENTS; CORRELATION PROPERTIES; NONLINEAR SYSTEM MODELING; PARAMETER ESTIMATE; PRESENCE OF MEASUREMENT NOISE; SCATTERED SIGNALS; SPECIFIC SEQUENCES;

GENETIC PROGRAMMING;

EID: 38049090618     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/COGINF.2002.1039287     Document Type: Conference Paper

References (20)

1. J. Holland, Adaptation in natural and artificial systems, University of Michigan Press, 1975.
2. D. Ashlock and J.E. Mayfield, "Acquisition of general adaptive features by evolution," Proc. of Seventh Int. Conf. on Evolutionary Programming, pp.75-84, 1998.
3. J.J. Grefenstette and J.E. Baker, "How genetic algorithms work: A critical look at implicit parallelism," Proc. of Third Int. Conf on Genetic Algorithms, pp. 20-27, 1989.
4. J.L. Breeden, "GA-optimal fitness functions," Proc. of Seventh Int. Conf. on Evolutionary Programming, pp. 95-102, 1998.
5. K.A. De Jong and W.M. Spears, "Using genetic algorithms to solve NP-complete problems," Proc. of Third Int. Conf on Genetic Algorithms, pp. 124-132, 1989.
6. C.M. Fonseca and P.J. Fleming, "Genetic Algorithms for multi-objective optimization: formulation, discussion and generalization," Proc. Fifth Int. Conf. on Genetic Algorithms, pp 416-423, 1993.
7. J.R. Koza, Genetic Programming: On the Programming of Computers by Means of Natural Selection, MIT Press, Cambridge, 1992.
8. S. Calderoni and P. Marcenac, "Genetic programming for automatic design of self-adaptive robots," Proc. EuroGP'98, pp. 163-177, 1998.
9. V. Varadan and H. Leung, "Reconstruction of polynomial systems from noisy time series measurements using genetic programming," IEEE Trans. Industrial Electronics, vol. 48, pp. 742-748, 2001.
10. V. Varadan and H. Leung, "Design of piece-wise maps for spread spectrum communication using genetic programming," Proc. of ISCAS, vol. 3, pp. 225-228, 2001.
11. M. Casdagli, "Nonlinear prediction of chaotic time series," Physica D, vol. 35, pp. 335-356, 1989.
12. H. Leung and S. Haykin, "Detection and Estimation using an Adaptive Rational Function Filter," IEEE Trans. Signal Processing, vol. 42, 1994, pp. 3366-3376.
13. A.M. Albano, A. Apssamante, T. Hediger and M.E. Farrell, "Using neural nets to look for chaos," Physica D, vol. 58, pp. 1-9, 1992.
14. J.D. Farmer and J.J. Sidorowich, "Predicting chaotic time series," Physical Review Letters, vol. 59, pp. 845-848, 1987.
15. T. McConaghy, H. Leung and V. Varadan, "Functional reconstruction of dynamical systems from time series using genetic programming," Proc. IEEE International Conference on Industrial Electronics, Control and Instrumentation, Japan, 2000.
16. Z. Zhu and H. Leung, "Adaptive identification of nonlinear systems with applications to chaotic communications," IEEE Trans. Circuits and Systems - Part I, vol. 47, pp. 1072-1080, July 2000.
17. S. Chen and S.A. Billings, "Orthogonal least squares methods and their application to nonlinear system identification," International Journal of Control, vol. 50, pp. 1873-1896, 1989.
18. H. Leung, "Applying chaos to radar detection in an ocean environment: An experimental study," IEEE Journal of Oceanic Engineering, vol. 20, pp. 56-64, 1995.
19. T. Sang, R. Wang and Y. Yan, "Constructing chaotic discrete sequences for digital communications based on correlation analysis," IEEE Trans. Signal Processing, vol. 48, no. 9, pp. 2557-2565, 2000.
20. S.H. Isabelle and G.W. Wornell, "Statistical analysis and spectral estimation techniques for one-dimensional chaotic signals," IEEE Trans. Signal Processing, vol. 45, no. 6, pp. 1495-1506, 1997.