TY - GEN
T1 - On the chaining syllogism in fuzzy logic
AU - Ruan, Da
AU - Shi, Yun
AU - Kerre, Etienne
PY - 2008/12/30
Y1 - 2008/12/30
N2 - 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.
AB - 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.
KW - Fuzzy logic
KW - Roads
KW - Intelligent systems
KW - Knowledge engineering
KW - Fuzzy systems
KW - Mathematics
KW - Cybernetics
KW - Fuzzy reasoning
UR - http://www.scopus.com/inward/record.url?scp=60349131289&partnerID=8YFLogxK
U2 - 10.1109/ISKE.2008.4730974
DO - 10.1109/ISKE.2008.4730974
M3 - In-proceedings paper
AN - SCOPUS:60349131289
SN - 9781424421978
T3 - Proceedings of 2008 3rd International Conference on Intelligent System and Knowledge Engineering, ISKE 2008
SP - 459
EP - 464
BT - Proceedings of 2008 3rd International Conference on Intelligent System and Knowledge Engineering, ISKE 2008
T2 - Proceedings of 2008 3rd International Conference on Intelligent System and Knowledge Engineering, ISKE 2008
Y2 - 17 November 2008 through 19 November 2008
ER -