A learning algorithm of artificial neural network based on GA - PSO

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn 1, Issue , 2006, Pages 3633-3637

  Du, Shiqiang ^a   Li, Wanshe ^a   Cao, Kai ^a  

^a SHAANXI NORMAL UNIVERSITY   (China)

Author keywords

BP algorithm; GA PSO algorithm; Genetic algorithm; Particle swarm optimization

Indexed keywords

CROSSOVER; GLOBAL SEARCH; MUTATION OPERATION; PARTICLE SWARM OPTIMIZATION (PSO);

GENETIC ALGORITHMS; LEARNING SYSTEMS; NEURAL NETWORKS; OPTIMIZATION; SEARCH ENGINES;

BACKPROPAGATION ALGORITHMS;

EID: 34047224379     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2006.1713047     Document Type: Conference Paper

References (11)

1. D.Whitley, "Genetic Algorithm and Neural Networks," Genetic Algorithm Engineering and Computer Science, G.Winter, J.Periaux, M.Galan, and P.Cuesta, Eds. New York:Wiley, pp.191-201, 1995.
2. C.Zhang, H.Shao, Y.Li, "Particle Swarm Optimization for Evolving Artifical Network," IEEE.Int, chnf, Man, cyber, vol.4, pp.2487-2490, 2000.
3. Chinese source
4. Y. Shi, R.C. Eberhart, "A Modified Particle Swarm Optimizer," Proc.Int'l Conf on Evolutionary Compution, NJ, pp.69-73, 1998.
5. Chinese source
6. C.F. Juang, "A Hybird of Genetic Algorithm and Particle Swarm Optimization for Recurrent Network Design," IEEE, Transactions on Systems, Man., and Cybernetics. B: Cybernetics, vol.34, no. 2, pp.997-1006, April,2004.
7. Chinese source
8. Chinese source
9. Y.H. Pao, Adaptive Pattern Recognition and Neural Networks, Addison-Wesley, Publishing Company Inc, 1989.
10. X.H. Yu, G.A. Chen, "Efficient Back Propagation Learning using Optimal Learning Rate and Momentum," Neural Networks, vol.10, no.3, pp.517-527, 1997.
11. Y.H. Zweiri, J.F. Whidborne, L.d. Seneviratne,"A Three-term Back-propagation Algorithm," Neurocomputing, vol.50, pp.305-318, 2003.