Optimized fuzzy clustering by predator prey particle swarm optimization

2007 IEEE Congress on Evolutionary Computation, CEC 2007

Volumn , Issue , 2007, Pages 3232-3238

  Jang, Woo Seok ^a   Kang, Hwan Il ^a   Lee, Byung Hee ^a   Kim, Kab Il ^a   Shin, Dong Il ^a   Kim, Seung Chul ^a  

^a Myong Ji University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

GLOBAL OPTIMAL SOLUTION; PREDATOR PREY PARTICLE SWARM FUZZY CLUSTERING (PPPSFC);

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; LARGE SCALE SYSTEMS; PARTICLE SWARM OPTIMIZATION (PSO); SEARCH ENGINES;

FUZZY CLUSTERING;

EID: 79955334146     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2007.4424886     Document Type: Conference Paper

References (16)

1. J. A. Hartigan, "Clustering Algorithms", John Wiley & Sons, New York, 1975
2. E Forgy, "Cluster Analysis of Multivariate Data : Efficiency versus Interpretability of Classification", Biometrics, Vol. 21, 1965, pp. 768-769
3. G Bell. D Hall, "A Clustering Technique for Summarizing Multivariate Data", Behavioral Science, Vol. 12, 1967, pp. 153-155
4. LV Fausett, "Fundamentals of Neural Networks", Prentice Hall, 1994
5. T Kohonen, "Self-Organizing Maps", Springer Series in Information Sciences, Vol. 30, Springer-Verlag, 1995
6. J.C. Bezdek, "Pattern Recognition with Fuzzy Objective Function Algorithm", Plenum Press, New York, 1981
7. J.C. Bezdek and R. J. Hathway, "Optimization of fuzzy clustering criteria using genetic algorithm", In IEEE Conference on Evolutionary Computation, Orlando, Vol.2, 1994, pp. 589-594
8. F. Klawonn and A. Keller, "Fuzzy clustering with evolutionary algorithms", International Conference on Neural Networks, pp 1942-1948, Perth, Australia, 1995
9. M. Dorigo and V. Maniezzo, "Ant system: Optimization by a colony of cooperating agents", International Conference on Networking, Sensing and Control, Taipei, Taiwan, March 2004, pp. 789-794
10. D. W. van der Merwe and A. p. Engelbrecht, "Data clustering using particle swarm optimization", IEEE Congress on Evolutionary Computation, Canberra, Australia, 2003, pp. 215-220
11. T. A. Runkler and C. Katz, "Fuzzy Clustering by Particle Swarm Optimization", IEEE international Conference on Fuzzy Systems, Vancouver, Canada, 2006, pp. 3065-3072
12. J. Kennedy and R. C. Eberhart, "Particle swarm optimization", IEEE International Conference on Neural Networks, Perth, Australia, 1995, pp. 1942-1948
13. M. Higashitani, A. Ishigame and K. Yasuda, "Particle Swarm Optimization Considering the Concept of Predator-Prey Behavior", IEEE Congress on Evolutionary Computation, Vancouver, Canada, 2006, pp 1541-1544
14. R.L. Haupt and S.E. Haupt, Practical Genetic Algorithm, Wiley, 2004
15. J.W. Hines, Fuzzy and Neural Approaches in Engineering, Wiley, 1997
16. N.R. Pal and J.C. Bezdek, "On Cluster Validity for the fuzzy c-Means Model", IEEE Transaction on Fuzzy Systems, Vol.3, No.3, 1995, pp 370-379