Nonlinear particle swarm optimizer: Framework and the implementation of optimization

2004 8th International Conference on Control, Automation, Robotics and Vision (ICARCV)

Volumn 1, Issue , 2004, Pages 238-241

  Cui, Zhihua ^a   Zeng, Jianchao ^a  

^a TAIYUAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; FUNCTIONS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; MATHEMATICAL OPERATORS; MATHEMATICAL TRANSFORMATIONS; OPTIMIZATION; PROBLEM SOLVING;

ALGORITHM EFFICIENCY; OPTIMIZATION PROBLEMS; PARTICLE SWARN OPTIMIZER (PSO); RANDOM SEQUENCES;

COMPUTATIONAL METHODS;

EID: 21244480084     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. J. Kennedy, and R. C.Eberhart, "Particle Swarm Optimization," Proceedings of IEEE Int. Conference on Neural Networks,(Perth, Australia), pp. 1942-1948, 1995.
2. R. C. Eberhart, and J. Kennedy, "A New Optimizer Using Particle Swarm Theory," Proceedings of the sixth Int. Symposium on Micro Machine and Human Science, (Nagoya, Japan), pp. 39-43, 1995.
3. A. P.Engelrecht, and A. Ismail, "Training Product Unit Neural Networks," Stability and Control: Theory and Applications, vol. 2, no. 12, pp. 59-74, 1999.
4. Y. Shi and R. C.Eberhart, "Empirical Study of Particle Swarm Optimization," Proceedings of the Congress on Evolutionary Computation, (Washington D.C, USA),pp. 1945-1949, 1999.
5. Y. Shi and R. C.Eberhart, "Parameter Selection in Particle Swarm Optimization," Evolutionary Programming VII: Proceedings of EP, (Washington D.C.,USA), pp. 591-600, 1998.
6. P. N.Suganthan,"Particle Swarm Optimizer with Neighborhood Operator," Proceedings of the Congress on Evolutionary Computation, (Washington D.C, USA),pp. 1958-1961, 1999.
7. J. Kennedy, "Small Worlds and Mega-Minds: Effects of Neighborhood Topology on Particle Swarm Performance," Proceedings of the Congress on Evolutionary Computation, (Washington, D.C, USA),pp. 1931-1938, 1999.
8. M. Clerc, and J. Kennedy, "The Particle Swarm-Explosion, Stability, and Convergence in a Multidimensional Complex Space," IEEE Trans. On Evolutionary Computation, vol. 6, no. 1, pp. 58-73,2002.