Fuzzy logic controllers are universal approximators
作者： J.L. Castro
DOI: 10.1109/21.370193
关键词: Fuzzy classification 、 Control theory 、 Fuzzy logic 、 Type-2 fuzzy sets and systems 、 Defuzzification 、 Theoretical computer science 、 Fuzzy number 、 Fuzzy set operations 、 Membership function 、 Fuzzy electronics 、 Mathematics
摘要: … for almost any type of fuzzy logic controller. We will carry out the proof of this result in two cases: i) FLCs with fuzzy consequent and ii) FLC's with non fuzzy consequent. For each a < b E …
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sci-hub.se 参考文章(21)
E. Trillas, L. Valverde, ON MODE AND IMPLICATION IN APPROXIMATE REASONING Morgan Kaufmann. pp. 555- 559 ,(1993) , 10.1016/B978-1-4832-1450-4.50058-4
E H Mamdani, C P Pappis, FUZZY LOGIC CONTROLLER FOR A TRAFFIC JUNCTION IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 7, ,(1977)
J.J. Buckley, Sugeno type controllers are universal controllers Fuzzy Sets and Systems. ,vol. 53, pp. 299- 303 ,(1993) , 10.1016/0165-0114(93)90401-3
Richard Bellman, Magnus Giertz, On the analytic formalism of the theory of fuzzy sets Information Sciences. ,vol. 5, pp. 149- 156 ,(1973) , 10.1016/0020-0255(73)90009-1
M Sugeno, T Murofushi, T Mori, T Tatematsu, J Tanaka, Fuzzy algorithmic control of a model car by oral instructions Fuzzy Sets and Systems. ,vol. 32, pp. 207- 219 ,(1989) , 10.1016/0165-0114(89)90255-8
E.H. MAMDANI, S. ASSILIAN, An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller International Journal of Human-computer Studies \/ International Journal of Man-machine Studies. ,vol. 51, pp. 135- 147 ,(1999) , 10.1006/IJHC.1973.0303
Masaharu Mizumoto, Hans-Jürgen Zimmermann, Comparison of fuzzy reasoning methods Fuzzy Sets and Systems. ,vol. 8, pp. 253- 283 ,(1982) , 10.1016/S0165-0114(82)80004-3
M. Sugeno, M. Nishida, Fuzzy control of model car Fuzzy Sets and Systems. ,vol. 16, pp. 103- 113 ,(1985) , 10.1016/S0165-0114(85)80011-7
P. Martin Larsen, Industrial applications of fuzzy logic control International Journal of Man-Machine Studies. ,vol. 12, pp. 3- 10 ,(1980) , 10.1016/S0020-7373(80)80050-2
C. P. Pappis, Ebrahim H. Mamdani, A Fuzzy Logic Controller for a Trafc Junction IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 7, pp. 707- 717 ,(1977) , 10.1109/TSMC.1977.4309605