Generating extended Fuzzy basis function networks using hybrid algorithm

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 3613, Issue PART I, 2005, Pages 79-88

  Ye, Bin ^a   Zhu, Chengzhi ^a   Guo, Chuangxin ^a   Cao, Yijia ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; EVOLUTIONARY ALGORITHMS; LEARNING ALGORITHMS; LEAST SQUARES APPROXIMATIONS; OPTIMIZATION; RADIAL BASIS FUNCTION NETWORKS; TIME SERIES ANALYSIS;

CHAOTIC TIME SERIES; EVOLUTIONARY FUZZY SYSTEM (EFS);

FUZZY SETS;

EID: 26944455172     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Wang, L. X., Mendel, J. M.: Fuzzy Basis Functions, Universal Approximation, and Orthogonal-Least Squares Learning. IEEE Trans. Neural Networks. 3 (1992) 807-814
2. Chen, S., Cowan, C. F. N., Grant, P. M.: Orthogonal Least Squares Learning Algorithm for Radial Basis Function Networks. IEEE Trans. Neural Networks. 2 (1991) 302-309
3. Lee, C. W., Shin, Y. C.: Construction of Fuzzy Systems Using Least-Squares Method and Genetic Algorithms. Fuzzy Sets and Systems. 137 (2003) 297-323
4. Takagi, T., Sugeno, M.: Fuzzy Identification of Systems and Its Application. IEEE Trans. Systems, Man, and Cybernetics. 15 (1985) 116-132
5. Shi, Y., Eberhart, R. C.: Parameter Selection in Particle Swarm Optimization. The 7th Annual Conference on Evolutionary Programming, San Diego, USA. 7 (1998) 591-600
6. Hwang, H. S.: Automatic Design of Fuzzy Rule Bases for Modeling and Control Using Evolutionary Programming. IEE Proc. Control Theory Appl. 146 (1999) 9-16
7. Fogel, D. B.: Evolutionary Computations: Toward a New Philosophy of Machine Intelligence. New York: IEEE (1995)
8. Crowder, R. S.: Predicting The Mackey-Glass Time Series With Cascade-correlation Learning. Proc. 1990 Connectionist Models Summer School: Carngie Mellon University. (1990) 117-123
9. Jang, J. S. R., Sun, C. T., Mizutani, E.: ANFIS: Adaptive-Network-Based Fuzzy Inference System. IEEE Trans. Systems., Man and Cybernetics. 23 (1993) 665-685
10. Ye, B., Guo, C. X., Cao, Y. J.: Identification of fuzzy model using evolutionary programming and least squares estimate. Proc. 2004 IEEE Fuzzy Systems Conf. 2 (2004) 593-598