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A review of the construction of hierarchical fuzzy systems

AuthorsTorra, Vicenç
KeywordsLearning systems
Hierarchical systems
Problem solving
Knowledge based systems
Fuzzy sets
Fuzzy control
Issue Date2002
PublisherJohn Wiley & Sons
CitationInternational Journal of Intelligent Systems 17: 531- 543 (2002)
AbstractFuzzy rule-based systems are nowadays one of the most successful applications of fuzzy sets and fuzzy logic. Most applications use a flat set of fuzzy rules. However, in complex applications with a large set of variables, it is not appropriate to define the system with a flat set of rules because, among other problems, the number of rules increases exponentially with the number of variables. Hierarchical fuzzy systems are one of the alternatives presented in the literature to overcome this problem. In this article we review the latest results related with this type of fuzzy system. © 2002 Wiley Periodicals, Inc.
Identifiersdoi: 10.1002/int.10036
issn: 0884-8173
Appears in Collections:(IIIA) Artículos
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