Header menu link for other important links
X
Bandler-kohout subproduct with yager's classes of fuzzy implications
S. Mandal,
Published in Institute of Electrical and Electronics Engineers Inc.
2014
Volume: 22
   
Issue: 3
Pages: 469 - 482
Abstract
The Bandler-Kohout subproduct (BKS) inference mechanism is one of the two established fuzzy relational inference (FRI) mechanisms; the other one being Zadeh's compositional rule of inference (CRI). Both these FRIs are known to possess many desirable properties. It can be seen that many of these desirable properties are due to the rich underlying structure, viz., the residuated algebra, from which the employed operations come. In this study, we discuss the BKS relational inference system, with the fuzzy implication interpreted as Yager's classes of implications, which do not form a residuated structure on [0,1]. We show that many of the desirable properties, viz., interpolativity, continuity, robustness, which are known for the BKS with residuated implications, are also available under this framework, thus expanding the choice of operations available to practitioners. Note that, to the best of the authors' knowledge, this is the first attempt at studying the suitability of an FRI where the operations come from a nonresiduated structure. © 2014 IEEE.
About the journal
JournalData powered by TypesetIEEE Transactions on Fuzzy Systems
PublisherData powered by TypesetInstitute of Electrical and Electronics Engineers Inc.
ISSN10636706