DocumentCode
306450
Title
On if-then-else inference rules
Author
Ruan, D. ; Kerre, E.E.
Author_Institution
Fuel Res. Unit, Belgian Nucl. Res. Centre, Mol, Belgium
Volume
2
fYear
1996
fDate
14-17 Oct 1996
Firstpage
1420
Abstract
In this paper, we start with a short review on “if-then” inference rules by selecting some widely used fuzzy implication operators and summarising their logical properties. Next, we outline Zadeh´s compositional rule of inference which is used in this paper. And then, we focus our attention on the fuzzy conditional proposition “if-then-else” inference rules under the selected fuzzy implication operators. Finally, we investigate the influence of the choice of the fuzzy implication operator on the validity of this -if-then-else” inference scheme as used in fuzzy expert systems. This study, following our previous work, shows that the results of the generalised modus ponens, the generalised modus tollens, the fuzzy syllogism, the generalised method-of-cases and the “if-then-else” inference rule often heavily depend upon the choice of the fuzzy implication operator and the choice of the triangular norm modelling the fuzzy intersection
Keywords
expert systems; fuzzy logic; inference mechanisms; Zadeh´s compositional rule of inference; fuzzy conditional proposition; fuzzy expert systems; fuzzy implication operators; fuzzy intersection; fuzzy syllogism; generalised method-of-cases; generalised modus ponens; generalised modus tollens; if-then inference rules; if-then-else inference rules; logical properties; triangular norm; Boundary conditions; Calculus; Expert systems; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Hybrid intelligent systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location
Beijing
ISSN
1062-922X
Print_ISBN
0-7803-3280-6
Type
conf
DOI
10.1109/ICSMC.1996.571320
Filename
571320
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