References
- F. Klawonn and R. Kruse, 'Constructing a fuzzy controller from data,' Fuzzy Sets and Systems, vol. 85, pp. 177-193, 1997 https://doi.org/10.1016/0165-0114(95)00350-9
- J. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithm, Plenum Press, New York, 1981
- T. Kohonen, 'The self-organizing map,' Proc. of IEEE, vol. 78, no. 9, pp. 1464-1480, September 1990 https://doi.org/10.1109/5.58325
- R. Nikhil, K. Pal, J. C. Bezdek, and T. A. Runkler, 'Some issues in system identification using clustering,' Proc. of International Conference on Neural Networks, vol. 4, pp. 2524-2529, 1997
- A. Kusiak and W. S. Chow, 'An efficient cluster identification algorithm,' IEEE Trans. on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. SMC-17, no. 4, pp. 696-699, Jul.-Aug. 1987
- T. B. Cheng, D. B. Goldgof, and L. O. Hall, Fast clustering with application to fuzzy rule generation. Available: http://www.morden.csee.usf.edu/~hall/mrfcm.pdf
- M. S. Yang, 'A survey of fuzzy clustering,' Math. Comput. Modeling, vol. 18, pp. 177-200, 1993
- T. A. Runkler and R. H. Palm, 'Identification of nonlinear systems using regular fuzzy celliptotype clustering,' Proc. of the Fifth IEEE International Conference on Fuzzy Systems, vol. 2, pp. 1026-1030, 1996
- S. K. Sin and Rui J. P. DeFigueiredo, 'Fuzzy system design through fuzzy clustering and optimal pre defuzzification,' Proc. of IEEE International Conference on Fuzzy Systems, San Francisco, pp. 190-195, 1993
- T. Takagi and M. Sugeno, 'Fuzzy identification of systems and its application to modeling and control,' IEEE Trans. on Systems, Man, and Cybernetics, vol. SMC-15, no. 1, pp. 116-132, 1985 https://doi.org/10.1109/TSMC.1985.6313399
- M. Hanss, 'Identification of enhanced fuzzy models with special membership functions and rule base,' Engineering Application of Artificial Intelligence, vol. 12, pp. 309-319, 1999 https://doi.org/10.1016/S0952-1976(99)00009-3
- T. D. Gedeon, H. Kuo, and P. M. Wong, 'Rule extraction using fuzzy clustering for a sedimentary rock data set,' International Journal of Fuzzy System, vol. 4, no. 1, pp. 600- 605, March 2002
- R. R. Yager and D. P. Filev, 'Generation of fuzzy rules by mountain clustering,' Journal of Intelligent and Fuzzy System, vol. 2, pp. 209-219, 1994
- S. L. Chiu, 'Fuzzy model identification based on cluster estimation,' Journal of Intelligent and Fuzzy System, vol. 2, pp. 267-278, 1994
- S. L. Chiu, 'Extracting fuzzy rules from data for function approximation and pattern classification,' to appear as Chapter 9 in Fuzzy Set Methods in Information Engineering: A Guided Tour of Applications, D. Dubois, H. Prade, and R. Yager, ed., John Wiley, 1997
- S. L. Chiu, 'An efficient method for extracting fuzzy classification rules from high dimensional data,' J. Advanced Computational Intelligence, vol. 1, no. 1, pp. 31-36, 1997 https://doi.org/10.20965/jaciii.1997.p0031
- K. Pal, R. K. Mudi, and N. R. Pal, 'A new scheme for fuzzy rule-based system identification and its application to self-tuning fuzzy controllers,' IEEE Trans. on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 32, no. 4, pp. 470-482, Aug. 2002 https://doi.org/10.1109/TSMCB.2002.1018766
- P. Grabusts, 'Clustering methods in neuro-fuzzy modeling.' Available: http://www.dssg.cs.rtu.lv/download/publications/2002/Garbusts-RA-2002.pdf
- P. Pivonka, 'Comparative analysis of fuzzy PI/PD/PID controller based on classical PID controller approach.' Available: http://www.feec.vutbr.cz/~pivonka
- C.-F. Juang and C.-T. Lin, 'An on-line selfconstructing neural fuzzy inference network and its applications,' IEEE Trans. on Fuzzy System, vol. 6, no. 2, pp. 13-31, 1999
- R. K. Mudi and N. R. Pal, 'A robust self-tuning scheme for PI and PD type fuzzy controllers,' IEEE Trans. on Fuzzy System., vol. 7, no. 1, pp. 2-16, 1999 https://doi.org/10.1109/91.746295
- J. Carvajal, G. Chen, and H. Ogmen, 'Fuzzy PID controller: Design, performance evaluation, and stability analysis,' Information Sciences, vol. 123, pp. 249- 270, 2000 https://doi.org/10.1016/S0020-0255(99)00127-9
- S. Chopra, R. Mitra, and V. Kumar, 'Identification of rules using subtractive clustering with application to fuzzy controllers,' Proc. of the Third International Conference on Machine Learning and Cybernetics, pp. 4125-4131, 2004
- M. Setnes, 'Supervised fuzzy clustering for rule extraction,' Proc. of the IEEE International Conference on Fuzzy System, pp. 1270-1274, 1999
- D. Driankov, H. Hellendorn, and M. Reinfrank, An Introduction to Fuzzy Control, Springer-Verlag, New York, 1993
- S. Chopra, R. Mitra, and V. Kumar, 'Identification of self-tuning fuzzy PI type controllers with reduced rule set,' Proc. of the IEEE International Conference on Networking, Sensing and Control, pp. 537-542, March 2005
- K. Ogata, Modern Control Engineering, Prentice- Hall, Englewood Cliffs, NJ, 1970
- M. Gopal, Control Systems Principles and Design, Tata McGraw-Hill, India, 1993