DocumentCode
1977914
Title
Interpolated linguistic terms: uncertainty representation in Feedback Rule Based Fuzzy Systems
Author
Carvalho, João Paulo ; Tomé, José A B
Author_Institution
Instituto de Engenharia de Sistemas e Computadores, Instituto Superior Tecnico, Lisbon, Portugal
fYear
2003
fDate
24-26 July 2003
Firstpage
93
Lastpage
98
Abstract
Rule Based Fuzzy Systems with Feedback suffer from the problem of an uncontrolled spread in uncertainty representation due to the intrinsic characteristics of classical fuzzy inference that not even type-2 uncertainty representation can address. This paper proposes a simple solution that allows type-1 uncertainty representation in this systems.
Keywords
computational linguistics; feedback; fuzzy set theory; fuzzy systems; inference mechanisms; knowledge based systems; classical fuzzy inference; feedback rule based fuzzy systems; interpolated linguistic terms; type-1 uncertainty representation; Feedback; Fuzzy sets; Fuzzy systems; Knowledge based systems; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Information Processing Society, 2003. NAFIPS 2003. 22nd International Conference of the North American
Print_ISBN
0-7803-7918-7
Type
conf
DOI
10.1109/NAFIPS.2003.1226762
Filename
1226762
Link To Document