Fuzzy relation equations and fuzzy inference systems: An inside approach

Stamou, GB; Tzafestas, SG

dc.contributor.author	Stamou, GB	en
dc.contributor.author	Tzafestas, SG	en
dc.date.accessioned	2014-03-01T01:14:41Z
dc.date.available	2014-03-01T01:14:41Z
dc.date.issued	1999	en
dc.identifier.issn	1083-4419	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/13182
dc.subject	Fuzzy inference systems	en
dc.subject	Fuzzy modeling	en
dc.subject	Fuzzy partitions	en
dc.subject	Fuzzy relation equations	en
dc.subject	Triangular norms	en
dc.subject.classification	Automation & Control Systems	en
dc.subject.classification	Computer Science, Artificial Intelligence	en
dc.subject.classification	Computer Science, Cybernetics	en
dc.subject.other	APPROXIMATION-THEORY	en
dc.title	Fuzzy relation equations and fuzzy inference systems: An inside approach	en
heal.type	journalArticle	en
heal.identifier.primary	10.1109/3477.809025	en
heal.identifier.secondary	http://dx.doi.org/10.1109/3477.809025	en
heal.language	English	en
heal.publicationDate	1999	en
heal.abstract	This paper investigates and extends the use of fuzzy relation equations for the representation and study of fuzzy inference systems. Using the generalized sup-t (t is a triangular norm) composition of fuzzy relations and the study of sup-t fuzzy relation equations, interesting results are provided concerning the completeness and the theoretical soundness of the representation, as well as the ability to mathematically formulate and satisfy application-oriented design demands. Furthermore, giving a formal study of fuzzy partitions and some useful aspects of fuzzy associations and fuzzy systems, the paper can be used as a theoretical background for designing consistent fuzzy inference systems. © 1999 IEEE.	en
heal.publisher	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC	en
heal.journalName	IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics	en
dc.identifier.doi	10.1109/3477.809025	en
dc.identifier.isi	ISI:000084159500004	en
dc.identifier.volume	29	en
dc.identifier.issue	6	en
dc.identifier.spage	694	en
dc.identifier.epage	702	en