DEFUZZIFICATION METHOD FOR MULTISHAPED OUTPUT FUZZY-SETS

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A defuzzification method is an important performance factor in fuzzy logic controllers (FLCs). When an FLC uses multishaped output fuzzy sets, existing defuzzification methods have the fat shape dominance phenomenon. The authors propose a new defuzzification method for multishaped output fuzzy sets. The method takes the degree of certainty on the fired level into account in the defuzzification process. Simulation experiments with a nonlinear plant show that an FLC employing the proposed defuzzification method is more stable and robust than existing FLCs.
Publisher
IEE-INST ELEC ENG
Issue Date
1994-04
Language
English
Article Type
Article
Citation

ELECTRONICS LETTERS, v.30, no.9, pp.740 - 742

ISSN
0013-5194
URI
http://hdl.handle.net/10203/13773
Appears in Collection
BiS-Journal Papers(저널논문)EE-Journal Papers(저널논문)
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