A hybrid optimization method for fuzzy classification systems

Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008

Volumn , Issue , 2008, Pages 264-271

  Wang, X ^a   Gao, X Z ^a   Ovaska, S J ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL SHIFT; COMPUTATIONAL METHODS; ELECTRIC CURRENTS; FUZZY SYSTEMS; HYDRAULIC STRUCTURES; INTELLIGENT CONTROL; INTELLIGENT SYSTEMS; MAGNETIC ANISOTROPY;

CLONAL SELECTION ALGORITHMS; FUZZY CLASSIFICATION SYSTEMS; HARMONY SEARCHES; HS METHODS; HYBRID OPTIMIZATION ALGORITHMS; HYBRID OPTIMIZATION METHODS; IRIS DATUMS; NEW APPROACHES;

OPTIMIZATION;

EID: 55349088644     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HIS.2008.22     Document Type: Conference Paper

References (16)

1. D. Dasgupta, "Advances in artificial immune systems," IEEE Computational Intelligence Magazine, vol. 1, no. 4, pp. 40-49, November 2006.
2. X. Wang, X. Z. Gao, and S. J. Ovaska, "Artificial immune optimization methods and applications - A survey," in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, The Hague, The Netherlands, October 2004, pp. 3415-3420.
3. X. Wang, X. Z. Gao, and S. J. Ovaska, "A hybrid particle swarm optimization method," in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Taipei, Taiwan, October 2006, pp. 4151-4157.
4. Z. W. Geem, J. H. Kim, and G. V. Loganathan, "A new heuristic optimization algorithm: Harmony Search," Simulation, vol. 76, no. 2, pp. 60-68, 2001.
5. K. S. Lee and Z. W. Geem, "A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice," Computer Methods in Applied Mechanics and Engineering, vol. 194, no. 36-38, pp. 3902-3922, 2005.
6. S. L. Kang and Z. W. Geem, "A new structural optimization method based on the harmony search algorithm," Computers and Structures, vol. 82, no. 9-10, pp. 781-798, 2004.
7. Z. W. Geem, J. H. Kim, and G. V. Loganathan, "Harmony search optimization: application to pipe network design," International Journal of Modeling and Simulation, vol. 22, no. 2, pp. 125-133, 2002.
8. X. Chang and J. H. Lilly, "Evolutionary design of a fuzzy classifier from data," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 34, no. 4, pp. 1894-1906, 2004.
9. Y. Shi, R. Eberhart, and Y. Chen, "Implementation of evolutionary fuzzy system," IEEE Transactions on Fuzzy Systems, vol. 7, no. 2, pp. 109-119, 1999.
10. M. Setnes and H. Roubos, "GA-fuzzy modeling and classification: complexity and performance," IEEE Transactions on Fuzzy Systems, vol. 8, no. 5, pp. 509-522, 2000.
11. J. Timmis, P. Andrews, N. Owens, and E. Clark, "An interdisciplinary perspective on artificial immune systems," Evolutionary Intelligence, vol. 1, no. 1 pp. 2-26, 2008.
12. X. Wang, "Clonal selection algorithm in power filter optimization," in Proceedings of the IEEE Mid-Summer Workshop on Soft Computing in Industrial Applications, Espoo, Finland, June 2005, pp. 122-127.
13. R. Poli and W. B. Langdon, Foundations of Genetic Programming. Berlin, Germany: Springer-Verlag, 2002.
14. A. P. Engelbrecht, Fundamentals of Computational Swarm Intelligence. West Sussex, England: John Wiley & Sons Ltd, 2005.
15. Fisher's iris data is available at ftp://ftp.ics.uci.edu/pub/machine- learning-databases/iris/.
16. M. Russo, "Genetic fuzzy learning," IEEE Transactions on Evolutionary Computation, vol. 4, no. 3, pp. 259-273, 2000.