Title :
Parameter identification in a fuzzy system with insufficient data
Author :
Benmakrouha, Farida
Author_Institution :
Comput. Sci. Dept., Inst. Nat. des Sci. Appliques, Rennes, France
Abstract :
This article suggests an automatic initialization of a fuzzy rule basis from available numerical data, as well as two methods of extension allowing the incremental updating of the rule basis
Keywords :
fuzzy systems; identification; inference mechanisms; knowledge acquisition; knowledge based systems; automatic initialization; fuzzy inference; fuzzy rule; fuzzy system; knowledge extraction; parameter identification; rule base updating; Computer science; Convergence; Data mining; Fuzzy sets; Fuzzy systems; Gradient methods; Industrial training; Parameter estimation; Partitioning algorithms;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.616424
