Title :
On the equivalence of SIRMs connected fuzzy inference method
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Suita, Japan
Abstract :
This paper addresses equivalence of fuzzy inference methods. It first presents fuzzy inference methods: the product-sum-gravity method, fuzzy singleton-type inference method and single input rule modules connected type fuzzy inference method (SIRMs method). Secondly, three fuzzy inference methods of the product-sum-gravity method, fuzzy singleton-type inference method and SIRMs method which are all widely used as fuzzy control methods are shown to be equivalent to each other. Finally, we propose a ldquofuzzy singleton-type SIRMs methodrdquo as weighted SIRMs method, and also shown to be the equivalent between the proposed SIRMs method and above three fuzzy inference methods.
Keywords :
fuzzy control; fuzzy reasoning; fuzzy set theory; fuzzy control methods; fuzzy set; fuzzy singleton-type inference method; product-sum-gravity method; single input rule modules; Bismuth; Fuzzy control; Fuzzy sets; Gravity; Information science;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277079