Fitness estimation and the particle swarm optimisation algorithm

2007 IEEE Congress on Evolutionary Computation, CEC 2007

Volumn , Issue , 2007, Pages 4266-4272

  Hendtlass, Tim ^a  

^a SWINBURNE UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL TIME; FITNESS ESTIMATION;

ALGORITHMS; COMPUTATIONAL METHODS; PARAMETER ESTIMATION; PROBLEM SOLVING;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 44849092159     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2007.4425028     Document Type: Conference Paper

References (11)

1. Kennedy, J and Eberhart R.C. "Particle Swarm Optimization" Proc. IEEE International Conference on Neural Networks, Perth Australia, IEEE Service Centre, Piscataway NJ USA Vol IV pp. 1942-1948. (1995)
2. Powell J.D. "Direct Search Algorithms for Optimization Calculations" Acta Numerica. Vol 7 pages 288-336. Cambridge University Press (1998)
3. El-Beltagy M. and Keane A. "Using self organizing maps and genetic algorithms for model selection in multilevel optimization" Lecture Notes in Computer Science Vol 1611, pages 137-144. (1999)
4. Salami M and Hendtlass T. "A Fast Evaluation Strategy for Evolutionary Algorithms" Journal of Applied Soft Computing. Vol 2, no 3 index 156. 2002.
5. Hendtlass T. "WoSP: A Multi-Optima Particle Swarm Algorithm" Proceedings of the 2005 Congress on Evolutionary Computation, pp 727-734, IEEE Press, New York 2005.
6. Hendtlass T. "A Particle Swarm Algorithm for Complex Quantised Problem Spaces". Proceedings of the 2006 Congress on Evolutionary Computation, pp 3760-3765 IEEE Press, New York 2006.
7. Clerc M. "Some Math about Particle Swarm Optimization", Online at: http://clerc.maurice.free.fr/PSO/PSOmathstuff/PSOmathstuff.htm 1998.
8. Clerc M. "The Swarm and the Queen: Towards a Deterministic and Adaptive Particle Swarm Optimization", Proceedings of the 1999 Congress on Evolutionary Computation, pp 1951-1957, Washington, DC, USA. 1999
9. Eberhart R. and Shi Y. "Comparing Inertia Weights and Constriction Factors in Particle Swarm Optimisation", Proceedings of the 2000 Congress on Evolutionary Computation, pp. 84-88, San Diego USA. 2000.
10. Digalakis J. and Margaritis K. "'An experimental study of benchmarking functions for Genetic Algorithms"' IEEE Systems Transactions, pages 3810-3815. 2000.
11. Schwefel H. P. "'Numerical optimization of computer models"' Chichester: Wiley and Sons. 1981.