TY - GEN
A1 - Alimi, Adel M.
A1 - Hassine, Radhia
A1 - Selmi, Mohamed
A2 - Korbicz, Józef - red.
A2 - Uciński, Dariusz - red.
PB - Zielona Góra: Uniwersytet Zielonogórski
N2 - Many researches have been interested in the approximation properties of Fuzzy Logic Systems (FLS), which, like neural networks, can be seen as approximation schemes. Almost all of them tackled the Mamdani fuzzy model, which was shown to have many interesting approximation features. However, only in few cases the Sugeno fuzzy model was considered.
N2 - In this paper, we are interested in the zero-order Multi-Input?Multi-Output (MIMO) Sugeno fuzzy model with Beta membership functions. This leads to Beta Fuzzy Logic Systems (BFLS). We show that BFLSs are universal approximators. We also prove that they possess the best approximation property and the interpolation characteristic.
L1 - http://www.zbc.uz.zgora.pl/Content/59037/AMCS_2003_13_2_12.pdf
L2 - http://www.zbc.uz.zgora.pl/Content/59037
KW - Beta function
KW - universal approximation property
KW - best approximation property
KW - interpolation property
KW - Sugeno fuzzy model
KW - MIMO systems
T1 - Beta fuzzy logic systems: Approximation properties in the MIMO case
UR - http://www.zbc.uz.zgora.pl/dlibra/docmetadata?id=59037
ER -