DocumentCode
2082981
Title
On the chaining Syllogism in fuzzy logic
Author
Ruan, Da ; Shi, Yun ; Kerre, Etienne
Author_Institution
Belgian Nucl. Res. Centre, Mol & Ghent Univ., Ghent, Belgium
Volume
1
fYear
2008
fDate
17-19 Nov. 2008
Firstpage
459
Lastpage
464
Abstract
In this paper we deal with an extension of the fuzzy chaining syllogism in fuzzy logic, which was initiated by Zadeh [L.A. Zadeh, Syllogistic reasoning in fuzzy logic and its application to reasoning with dispositions, IEEE Trans. on Systems, Man and Cybernetics, 15, 754-763, 1985]. We introduce the extended fuzzy chaining syllogism, and investigate it with three important classes of fuzzy implications against the validity of their deduction scheme in fuzzy logic. We show that the fuzzy chaining syllogism holds for an arbitrary fuzzy implication and a continuous extended triangular norm as long as the fuzzy syllogism holds. For an arbitrary triangular norm and an S- or QL- implication we prove that the generalised Kleene-Dienes implication constitutes a lower bound for the inference result of the chaining syllogism. Similarly for Zadeh¿s triangular norm (minimum) and an R-implication I we obtain this I as a lower bound for the conclusion of the chaining syllogism.
Keywords
fuzzy logic; fuzzy reasoning; arbitrary fuzzy implication; continuous extended triangular norm; deduction scheme; fuzzy chaining syllogism; fuzzy logic; generalised Kleene-Dienes implication; inference scheme; Cybernetics; Fuzzy logic; Fuzzy reasoning; Fuzzy systems; Intelligent systems; Knowledge engineering; Mathematics; Roads;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
Conference_Location
Xiamen
Print_ISBN
978-1-4244-2196-1
Electronic_ISBN
978-1-4244-2197-8
Type
conf
DOI
10.1109/ISKE.2008.4730974
Filename
4730974
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