Improved particle swarm optimization algorithms study based on the neighborhoods topologies

IECON Proceedings (Industrial Electronics Conference)

Volumn 3, Issue , 2004, Pages 2192-2196

  Jian, Wei ^a,c   Xue, Yuncan ^b   Qian, Jixin ^c  

^a HUBEI UNIVERSITY OF AUTOMOTIVE TECHNOLOGY   (China)

^b HOHAI UNIVERSITY   (China)

^c ZHEJIANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELERATION; BENCHMARKING; COMPUTER SIMULATION; FUNCTIONS; OPTIMIZATION; PARAMETER ESTIMATION; TOPOLOGY; VELOCITY MEASUREMENT;

COMPLEX FUNCTIONS; MULTIMODAL FUNCTIONS; NEIGHBORHOODS TOPOLOGIES; PARTICLE SWARM OPTIMIZATION (PSO);

ALGORITHMS;

EID: 20544444131     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. J. Kennedy and R. C. Eberhart, Particle Swarm Optimization, in Proceedings of IEEE International Conference on Neural Networks, vol. IV, (Perth, Australia), pp. 1942-1948, IEEE Service Center, Piscataway, NJ, 1995.
2. E. S. Peer, F. van den Bergh, A. P. Engelbrecht, Using Neighborhoods with the Guaranteed Convergence PSO, 2003, IEEE, pp. 235-242.
3. Wei Jian, Yuncan Xue, Jixing Qian, An improved particle swarm optimization algorithm with velocity disturbance, Proceedings of IEEE Conference on System, Man and Cybernetics, 2004.
4. F. van den Bergh, A. P. Engelbrecht, A New Locally Convergent Particle Swarm Optimizer, in Proceedings of IEEE Conference on System, Man and Cybernetics (Hammamet, Tunisia), Oct, 2002.
5. loan Cristian Trelea, The Particle Swarm Optimization Algorithm: Convergence Analysis and Parameter Selection, Information Processing Letters 85 (2003) 317-325.
6. Yuhui Shi, Russell Eberhart, A Modified Particle Swarm Optimizer, Proceedings of IEEE International Conference on Evolutionary Computation, NJ: IEEE Press, pp. 69-73, Piscataway, 1998.