Parameter analysis of particle swarm optimization algorithm

Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University

Volumn 28, Issue 11, 2007, Pages 1242-1246

  Yao, Yao Zhong ^a   Xu, Yu Ru ^a  

^a HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

Global optimization; Particle swarm optimization (PSO); Swarn intelligence

Indexed keywords

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; DYNAMICAL SYSTEMS; PARAMETER ESTIMATION;

BENCHMARK FUNCTIONS; PARTICLE SWARM OPTIMIZATION (PSO); SWARN INTELLIGENCE;

GLOBAL OPTIMIZATION;

EID: 37749044692     PISSN: 10067043     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. KENNEDY J, EBERHART R C. Particle swarm optimization [A]. IEEE International Conference on Neural Networks [C]. Perth, Australia, 1995.
2. KENNEDY J, MEDES R. Population structures and particle swarm performance [A]. Congress on Evolutionary Computation [C]. Hawaii, USA, 2002.
3. TRELEA I C. The particle swarm optimization algorithm: convergence analysis and parameter selection [J]. Information Processing Letters, 2003, 85(6): 317-325.
4. Van Den BERGH F. An analysis of particle swarm optimizers [D]. Pretoria: University of Pretoria, 2002.
5. VENTER G, SOBIESZCZANSKI S J. Particle swarm optimization [A]. Structures, Structural Dynamics and Materials Conference [C]. Denver, USA, 2002.
6. VEERAMACHANENI K, PERAM T, OSADCIW L. Optimization using particle swarm with near neighbor interactions [R]. Lecture Notes Computer Science, Springer Verlag, 2003.
7. CLERC M, KENNEDY J. The particle swarm: explosion, stability and convergence in a multi-dimensional complex space [J]. Transactions on Evolutionary Computation, 2001, 6: 58-73.
8. Van Den BERGH F, ENGELBRECHT A P. A new locally convergent particle swarm optimizer [A]. Conference on Systems, Man, and Cybernetics [C]. Hammamet, Tunisia, 2002.
9. PARSOPULOS K E, VRAHATIS M N. Recent approaches to global optimization problems through particle swarm optimization [J]. Natural Computing, 2002, 1: 235-306.
10. CARLISLE A, DOZIER G. An off-the-shelf PSO [A]. Proceedings of the Workshop on Particle Swarm Optimization [C]. Indianapolis, USA, 2001.