Design and optimization of IIR filter structure using hierarchical genetic algorithms

IEEE Transactions on Industrial Electronics

Volumn 45, Issue 3, 1998, Pages 481-487

  Tang, Kit Sang ^a   Man, Kim Fung ^a   Kwong, Sam ^a   Liu, Zhi Feng ^a  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Digital filters; Genetic algorithms

Indexed keywords

ENCODING (SYMBOLS); GENETIC ALGORITHMS; OPTIMIZATION;

HIERARCHICAL GENETIC ALGORITHMS;

DIGITAL FILTERS;

EID: 0032094818     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/41.679006     Document Type: Article

References (15)

1. R. W. Daniels, Approximation Methods for Electronic Filter Design New York: McGraw-Hill, 1974.
2. K. A. DeJong and W. M. Spears, "An analysis of the interacting role of population size and crossover in genetic algorithms," in Proc. Firs Workshop on Parallel Problem Solving from Nature. Berlin, Germany Springer-Verlag, 1990, pp. 38-447.
3. D. M. Etter, M. J. Hicks, and K. H. Cho, "Recursive adaptive filte design using an adaptive genetic algorithm," in Proc. IEEE Int. Conf ASSP, 1982, pp. 635-638.
4. S. J. Flockton and M. S. White, "Pole-zero identification using geneti algorithms," in Proc. 5th Int. Conf. Genetic Algorithms, July 1993, pp 531-535.
5. C. M. Fonseca and P. J. Fleming, "Genetic algorithms for multiobjecitv optimization: Formulation, discussion and generalization," in Proc. 5t Int. Conf. Genetic Algorithms, July 1993, pp. 416-4423.
6. J. J. Grefenstette, "Optimization of control parameters for genetic algorithms," IEEE Trans. Syst., Man, Cybern., vol. SMC16, pp. 122-128 Jan./Feb. 1986.
7. E. A. Guillemin, Synthesis of Passive Networks. NewYork: Wiley 1957.
8. H. Y.-F. Lam, Analog and Digital Filters: Design and Realization Englewood Cliffs, NJ: Prentice-Hall, 1979.
9. MATLAB User's Guide, The MathWorks, Inc., Natick, MA, 1991.
10. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolutio Programs, 2nd ed. Berlin, Germany: Springer-Verlag, 1994.
11. R. Nambiar, C. K. Tang, and P. Mars, "Genetic and learning automat algorithms for adaptive digital filters," in Proc. IEEE Int. Conf. ASSP 1992, vol. IV, pp. 41-44.
12. J. J. Shynk, "Adaptive IIR filtering," IEEE ASSP Mag., vol. 6, pp. 4-21 Apr. 1989.
13. K. S. Tang, "Genetic algorithms in modeling and optimization," Ph.D dissertation, Dep. Electron. Eng., City Univ. Hong Kong, Hong Kong 1996.
14. L. Weinberg, Network Analysis and Synthesis. Huntington, NY Kreiger, 1975.
15. L. Yao and W. A. Sethares, "Nonlinear parameter estimation via th genetic algorithm," IEEE Trans. Signal Processing, vol. 42, pp. 927-935 Apr. 1994.