Quantum-behaved particle swarm optimization clustering algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4093 LNAI, Issue , 2006, Pages 340-347

  Sun, Jun ^a   Xu, Wenbo ^a   Ye, Bin ^a  

^a JIANGNAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; QUANTUM THEORY; VECTORS; DATA MINING; OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO);

CLUSTERING ALGORITHM; DATA CLUSTERING; OPTIMIZATION ALGORITHM; ORIGINAL PARTICLE SWARM OPTIMIZATION (PSO); CLUSTERING DATA; DATA VECTORS; K-MEANS CLUSTERING ALGORITHM; OPTIMIZATION ALGORITHMS; ORIGINAL PARTICLE SWARM OPTIMIZATION; QUANTUM-BEHAVED PARTICLE SWARM OPTIMIZATION; TIME CONSUMPTION;

OPTIMIZATION; CLUSTERING ALGORITHMS;

EID: 33749405782     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11811305_37     Document Type: Conference Paper

References (15)

1. Andrews, H. C.: Introduction to Mathematical Techniques in Pattern Recognition. John Wiley & Sons, New York (1972)
2. Ball, G., Hall, D.: A Clustering Technique for Summarizing Multivariate Data. Behavioral Science, Vol. 12, (1967) 153-155
3. Van den Bergh, F.: An Analysis of Particle Swarm Optimizers. PhD Thesis. University of Pretoria, South Africa (2001)
4. Clerc, M.: The Swarm and Queen: Towards a Deterministic and Adaptive Particle Swarm Optimization. Proc. 1999 Congress on Evolutionary Computation. Piscataway, NJ (1999) 1951-1957
5. Fisher, D.: Knowledge Acquisition via Incremental Conceptual Clustering. Machine Learning, Vol. 2. Springer Netherlands (1987) 139-172
6. Forgy, E.: Cluster Analysis of Multivariate Data: Efficiency versus Interpretability of Classification. Biometrics, Vol. 21. (1965) 768-769
7. Hartigan, J.A.: Clustering Algorithms", John Wiley &Sons, New York (1975)
8. Kennedy, J., Eberhart, R. C.: Particle Swarm Optimization. Proc. 1995 IEEE International Conference on Neural Networks, Vol. IV. Piscataway, NJ (1995) 1942-1948
9. Kohonen, T.: Self-Organizing Maps. Springer Series in Information Sciences, Vol 30. Springer-Verlag (1995)
10. Van der Merwe, D.W., Engelbrecht, A.P.: Data Clustering Using Particle Swarm Optimization. Proc. 2003 Congress on Evolutionary Computation, Vol. 1. Piscataway NJ (2003) 215-220
11. Sun, J., Feng, B., Xu, W.-B.: Particle Swarm Optimization with Particles Having Quantum Behavior. Proc. 2004 Congress on Evolutionary Computation. Piscataway, NJ (2004) 325-331
12. Sun, J., Xu, W.-B., Feng, B.: A Global Search Strategy of Quantum-behaved Particle Swarm Optimization. Proc. 2004 IEEE Conference on Cybernetics and Intelligent Systems, Singapore (2004) 111-116
13. Sun, J., Xu, W.-B., Feng, B.: Adaptive Parameter Control for Quantum-behaved Particle Swarm Optimization on Individual Level. Proc. 2005 IEEE International Conference on Systems, Man and Cybernetics. Piscataway, NJ (2005) 3049-3054
14. Shi, Y., Eberhart, R.C.: Empirical Study of Particle Swarm Optimization. Proc. 1999 Congress on Evolutionary Computation. Piscataway, NJ (1999) 1945-1950
15. Shi, Y., Eberhart, R.C.: A Modified Particle Swarm. Proc. 1998 IEEE International Conference on Evolutionary Computation. Piscataway, NJ (1998) 69-73