Łęski, Jacek M. ; Czogała, Tomasz
Korbicz, Józef - red. ; Uciński, Dariusz - red.
A fuzzy system with ?-insensitive learning of premises and consequences of if-then rules
Group publication title:
Subject and Keywords:
fuzzy systems ; generalization ability ; extraction of fuzzy if-then rules
First, a fuzzy system based on if-then rules and with parametric consequences is recalled. Then, it is shown that the global and local ?-insensitive learning of the above fuzzy system may be presented as a combination of both an ?-insensitive gradient method and solving a system of linear inequalities. Examples are given of using the introduced method to design fuzzy models of real-life data.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, volume 15, number 2 (2005) ; click here to follow the link