Title :
On the α-universal multiple I restriction method for general fuzzy reasoning
Author :
Yiming Tang ; Xiaomei Li
Author_Institution :
Anhui Province Key Lab. of Affective Comput. & Adv. Intell. Machine, Hefei Univ. of Technol., Hefei, China
Abstract :
Based on the differently implicational idea, the a-universal multiple I restriction method is put forward for general fuzzy reasoning, which contains the a-multiple I restriction method as its specific case. First of all, we give the a-universal multiple I restriction principle, which improves the previous restriction principle, and then provide the existing condition of the solutions of the new method. Furthermore, we obtain the optimal solution of the new method for the fuzzy implications with residual pair, the R-implications, as well as some particular fuzzy implications. Finally, it is found that the new method is more reasonable by contrast with the a-multiple I restriction method.
Keywords :
fuzzy reasoning; fuzzy set theory; α-universal multiple I restriction method; α-universal multiple I restriction principle; R-implications; fuzzy implications; general fuzzy reasoning; residual pair; Abstracts; Bismuth; Conferences; Educational institutions; Fuzzy reasoning; Fuzzy systems; Laboratories;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-2073-0
DOI :
10.1109/FUZZ-IEEE.2014.6891642