A comparative study between an offline and an online fuzzy model

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS

Volumn , Issue , 2007, Pages 256-261

  Luna, Ivette ^a   Soares, Secundino ^a   Ballini, Rosangela ^a  

^a UNIVERSITY OF CAMPINAS   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; LEARNING SYSTEMS; MATHEMATICAL MODELS; ONLINE SYSTEMS; OPTIMIZATION; TIME SERIES ANALYSIS;

CONSTRUCTIVE OFFLINE LEARNING (C-FSM); FASTER LEARNING PROCESS; FUZZY-RULE BASED SYSTEM; ONLINE FUZZY MODEL;

FUZZY SYSTEMS;

EID: 35148821066     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NAFIPS.2007.383847     Document Type: Conference Paper

References (12)

1. P. P. Angelov and D. P. Filev, "An Approach to Online Identification of Takagi-Sugeno Fuzzy Models," IEEE Transactions on Systems, Man and Cybernetics-part B, vol. 34, no. 1, pp. 484-498, February 2004.
2. R. Jacobs, M. Jordan, S. Nowlan, and G. Hinton, "Adaptive Mixture of Local Experts," Neural Computation, vol. 3, no. 1, pp. 79-87, 1991.
3. L. Xu, M. I. Jordan, and G. E. Hinton, "An Alternative Model for Mixtures of Experts," Advances in Neural Information processing Systems, vol. 7, pp. 633-640, 1995.
4. M. Lázaro, I. Santamaría, and C. Pantaleón, "A new EM-based training algorithm for RBF networks," Neural Networks, vol. 16, no. 1, 2003.
5. A. Sharma, "Seasonal to internannual rainfall probabilistic forecasts for improved water supply management: Part 1 - A strategy for system predictor identification," Journal of Hydrology, no. 239, pp. 232-239, 2000.
6. I. Luna, S. Soares, and R. Ballini, "Partial Mutual Information Criterion For Modelling Time Series Via Neural Networks," Proceedings of the 11th Information Processing and Management of Uncertainty International Conference, July 2006.
7. T. Takagi and M. Sugeno, "Fuzzy Identification of Systems and Its Applications to Modeling and Control," IEEE Transactions on Systems, Man and Cybernetics, no. 1, pp. 116-132, January/February 1985.
8. V. Ramamurti and J. Ghosh, "Structurally adaptive modular networks for non-stationary environments," 1997. [Online]. Available: citeseer.ist.psu.edu/192756.html
9. J. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms. New York, EUA: Plenum Press, 1981.
10. S. Chiu, "A cluster estimation method with extension to fuzzy model identification," Proceedings of the Third IEEE Conference on Fuzzy Systems, vol. 2, pp. 1240-1245, June 1994.
11. S. Haykin, Kalman Filtering and Neural Networks. John Wiley & Sons, Inc., 2001.
12. S. Makridakis and M. Hibon, "The M-3 Competition: results, conclusions and implications," International Journal of Forecasting, vol. 16, pp. 541-476, 2000.