Defuzzification strategy and parameter learning process

Details Defuzzification strategy and parameter learning process Defuzzification strategy and parameter learning process

1997-05-01

1999-08-17

Hafiz, Tariq R.

Data processing: artificial intelligence

Fuzzy logic hardware

706 8, 706 9, 706 45, 706 52, 706900, G06G 700

Patent

active

059408146

ABSTRACT:
A multi-mode oriented polynomial transformation based defuzzification strategy uses a Kalman filter in a parameter leaning procedure defuzzification application where two or more distinct possibility peaks exist in its membership function distribution.

REFERENCES:
Tao Jiang et al., "Generalized Defuzzification Strategies and Their Parameter Learning Procedures", IEEE Transactions on Fuzzy Systems, pp. 64-71 vol. 4, No. 1, Feb. 1996.
Halgumage et al., "Validation and Application of an Adaptive Transparent Defuzzification Strategy for Fuzzy Control", pp. 1642-1645, IEEE Conference on Fuzzy Systems, IEEE World Congress on Computational Intelligence, vol. 3, 1994.
Lee, "Fuzzy Logic in Control Systems: Fuzzy Logic Controller--Part 1", IEEE Transactions on Systems, Man And Cybernetics, pp. 404-418 vol. 20, No. 2, Mar./Apr. 1990.
Yager, R.R. et al., "Slide: A Simple Adaptive Defuzzification Method, " IEEE Transactions on Fuzzy Systems, vol. 1, No. 1, pp. 69-78, Feb. 1993.

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