Identification of nonlinear system based on a new hybrid gradient-based PSO algorithm

Proceedings of the 2007 International Conference on Information Acquisition, ICIA

Volumn , Issue , 2007, Pages 265-268

  Chen, Sanfeng ^a,b   Mei, Tao ^a   Luo, Minzhou ^a   Yang, Xiuqing ^a,b  

^a INSTITUTE OF INTELLIGENT MACHINES   (China)

^b UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Conjugate gradient algorithm; Nonlinear system identification; PSO; RBF neural network

Indexed keywords

NONLINEAR SYSTEMS;

BEST SOLUTION; GRADIENT-BASED; INFORMATION ACQUISITIONS; INTERNATIONAL CONFERENCES; NUMBER OF ITERATIONS; PARTICLE SWARM OPTIMIZATION ALGORITHM (PSOA);

MERGERS AND ACQUISITIONS;

EID: 47349119854     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIA.2007.4295739     Document Type: Conference Paper

References (9)

1. Meng Zu-qiang and Cai Zi-xing, "Identification method of nonlinear systems based on parallel genetic algorithm" , Control and Decision, 2003,18(3):367-374
2. th Ann. Conf. Evolutionary Programming Conf., San Diego, CA. Berlin: Springer-Verlag 1998
3. Ding Hong-kai, "Study on Simulation of Nonlinear System Identification Based on PSO-RBF NN ",Journal of system simulation, 2005,17 (8) ,1826-829.
4. J Kennedy, R Eberhart. Particle Swarm Optimization. Proc. IEEE Int. Conf. on Neural Networks [C]. 1995, 1942-1948.
5. Shi Y. Eberhart RC. Parameter Selection in Particle Swarm Optimization. In Evolutionary Programming VII: Proc. EP98. New York Springer-verlag,1998,591- 600
6. Ozcan E,Mohan C, Particle Swarm Optimization : Surfing The Waves. IIn: Proc, 1999 Congress on Evolutionary Piscataway, NJ: IEEE Service Center, 1999,1939-1944
7. Clerc M, Kennedy J. The Particle Swarm: Explosion, Stability, and Convergence in Multi-Dimension Complex Space[J]. IEEE Transactions on Evolutionary Computation, 2002, 16(1): 58-73
8. Mathew M.Noel, "Explorations in swarm algorithms Hybrid particle output swarm optimization and adaptive culture model algorithms",[D],2005
9. Ohn, I, Ansari, N., "A novel algorithm to configure RBF networks"[C], IEEE Trans. Neural Networks, 1997 June 9-12, vol(3), 1809-1814