TítolTowards the definition of fuzzy measures for fuzzy systems
Publication TypeConference Paper
Year of Publication2004
AuthorsTorra V, Narukawa Y
EditorB. Baets etal.
Conference NameCurrent issues in data and knoledge engineering. Proceedings of EUROFUSE 2004
EditorAkademicka oficyna wydawnicza EXIT
Número8th
Paginació541-548
Resum

Standard (one stage or at) fuzzy inference systems compute an output value applying all the rules at once to a set of input values, and then combining the results obtained by all the rules. However, in such approach independence on the rules play a central role. In this paper we point out the di_culties of building such systems when rules are not independent and, then, we propose an approach based on the Sugeno integral to solve the problem. Keywords: Fuzzy inference systems, fuzzy rules, Sugeno integral.