Choosing a starting configuration for particle swarm optimization

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 3, Issue , 2004, Pages 2309-2312

  Richards, Mark ^a   Ventura, Dan ^a  

^a 3361 TMCB   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HIGH-DIMENSIONAL SPACES; PARTICLE SWARM OPTIMIZATION (PSO); STANDARD TEST FUNCTIONS; VORONOI TESSELLATIONS;

ALGORITHMS; APPROXIMATION THEORY; FUNCTIONS; ITERATIVE METHODS; MATHEMATICAL MODELS; PROBLEM SOLVING;

OPTIMIZATION;

EID: 10844261661     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2004.1380986     Document Type: Conference Paper

References (10)

1. Q. Du, M. Faber, M. Gunzburger, "Centroidal Voronoi tessellations: Applications and algorithms," SIAM Review, vol. 41, 1999, pp. 637-676.
2. P. Good, Permutation Tests: A Practical Guide to Resampling Methods for Testing Hypothesis. New York: Springer-Verlag, 1994.
3. J. MacQueen, "Some methods for classification and analysis of multivariate observations," Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, vol. 1, University of California, 1967, pp. 281-297.
4. L. Ju, Q. Du, M. Gunzburger, "Probabilistic methods for centroidal Voronoi tessellations and their parallel implementations," Penn State Department of Mathematics Report No. AM250, 2001.
5. J. Kennedy, "Small worlds and mega-minds: effects of neighborhood topology on particle swarm performance," Proceedings of the Congress of Evolutionary Computation, Washington D.C., 1999, pp. 1931-1938.
6. J. Kennedy, "Stereotyping: improving particle swarm performance with cluster analysis," Proceedings of the IEEE Congress on Evolutionary Computation, San Diego, CA, 2000, pp. 1507-1512.
7. J. Kennedy, R. Eberhart, "Particle Swarm Optimization," Proceedings of the IEEE Conference on Neural Networks, Perth, Australia, 1995, pp. 1942-1948.
8. J. Kennedy and R. Eberhart, Swarm Intelligence, New York: Academic Press, 2001.
9. J. Kennedy, R. Mondes, "Population structure and particle swarm performance," Proceedings of the Congress on Evolutionary Computation, vol. 2, 2002, pp. 1671-1676.
10. M. Richards, D. Ventura, "Dynamic sociometry in particle swarm optimization," Proceedings of the Sixth International Conference on Computational Intelligence and Natural Computing, North Carolina, 2003, pp. 1557-1560.