Evolutionary strategies and genetic algorithms for dynamic parameter optimization of Evolving Fuzzy Neural Networks

2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings

Volumn 3, Issue , 2005, Pages 1951-1958

  Minku, Fernanda Li ^a   Ludermir, Teresa Bernarda ^a  

^a FEDERAL UNIVERSITY OF PERNAMBUCO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

EVOLUTIONARY ALGORITHMS; FUZZY CONTROL; OPTIMIZATION; PARAMETER ESTIMATION; STRATEGIC PLANNING; TIME SERIES ANALYSIS;

CHAOTIC TIME-SERIES; EVOLUTIONARY STRATEGIES; FUZZY NEURAL NETWORKS; ON-LINE OPTIMIZATION;

NEURAL NETWORKS;

EID: 27144495305     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/cec.2005.1554934     Document Type: Conference Paper

References (7)

1. [Kasabov 2003] Kasabov, N. Evolving Connectionist Systems. Great Britain: Springer, 2003.
2. [Kasabov, Song and Nishikawa 2003] Kasabov, N., Song, Q., Nishikawa, I. Evolutionary Computation for Dynamic Parameter Optimization of Evolving Connectionist Systems for On-line Prediction of Time Series with Changing Dynamics. IEEE Proceedings, IJCNN'2003, v. 1, p. 438-443, Portland, Oregon, July 2003.
3. [Kasabov 2001] Kasabov, N. Evolving Fuzzy Neural Networks for Supervised/Unsupervised On-line, Knowledge-Based Learning. IEEE Transactions on Systems, Man and Cybernetics, Part B, v. 31, n. 6, p. 902-918, Dec. 2001.
4. [Mackey and Glass 1977] Mackey, M. C., Glass, L. Oscillations and Chaos in Physiological Control Systems. Science, v. 197, p. 287-289, Jul. 1977.
5. [Eiben and Smith 2003] Eiben, A.E., Smith, J. E. Introduction to Evolutionary Computing. Berlin: Springer, 2003.
6. [Witten and Frank 2000] Witten, I. H., Frank, E., Credibility: Evaluating What's Been Learned. In: Data Mining - Pratical Machine Learning Tools and Techniques with Java Implementations. San Francisco: Morgan Kaufmann Publishers, 2000.
7. [Knuth 1998] Knuth, B. E., The Art of Computer Programming - Seminumerical Algorithms. 3ed., v. 2. Massachusetts: Reading Mass Addison-Wesley Pub. Co., 1998.