The development of neural network models by revised particle swarm optimization

Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006

Volumn 2006, Issue , 2006, Pages

  Wu, Peitsang ^a   Shieh, Chin Shiuh ^b   Kao, Jar Her ^a  

^a I SHOU UNIVERSITY   (Taiwan)

^b NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

Author keywords

Mutation; Neural networks; Particle swarm optimization (PSO); Re seeding

Indexed keywords

GLOBAL OPTIMIZATION; PARAMETER ESTIMATION; SYSTEMS ANALYSIS;

MUTATION; PARTICLE SWARM OPTIMIZATION (PSO); RE-SEEDING;

FEEDFORWARD NEURAL NETWORKS;

EID: 33847731069     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2991/jcis.2006.138     Document Type: Conference Paper

References (7)

1. A. K. Jain, J. Mao, and K. M. Mohiuddin, "Artificial neural networks: a tutorial," IEEE Computer, pp. 31-44, 1996.
2. J. A. Freeman and D. M. Skapura, Neural Networks - Algorithms, Applications, and Programming Techniques, Addison-Wesley, 1991.
3. S.-C. Chu, C.-S. Shieh, and J. F. Roddick, "A tutorial on meta-heuristics for optimization," in J.-S. Pan, H.-C. Huang, and L. C. Jain (Eds.), Intelligent Watermarking Techniques, World Scientific Publishing Company, Singapore, Chapter 4, pp. 97-132, 2004.
4. J. Kennedy and R. Eberhart, "Particle swarm optimization," Proceedings of the IEEE International Conference on Neural Networks, vol. 4, pp. 1942-1948, 1995.
5. C. Zhang, Y. Li, and H. Shao, "A new evolved artificial neural network and its application", Proceedings of the World Congress on Intelligent Control and Automation (WCICA), vol. 2, pp. 1065-1068, 2000.
6. J. Peng, Y. Chen, and R. Eberhart, "Battery pack state of charge estimator design using computational intelligence approaches", Proceedings of the Fifteenth Annual Battery Conference on Applications and Advances, pp. 173-177, 2000.
7. A. Chatterjee and P. Siarry, "Nonlinear inertia weight variation for dynamic adaptation in particle swarm optimization", Computers & Operations Research, vol. 33, pp. 859-871, 2006.