DocumentCode
1628113
Title
Piecewise affine modeling using radial basis functions network
Author
Harata, Yuji ; Ito, Toshiaki ; Hashimoto, Yoshihiro
Author_Institution
Graduate Sch. of Informatics, Kyoto Univ., Japan
Volume
3
fYear
2004
Firstpage
1994
Abstract
In this study, piecewise affine modeling using a radial basis function network (RBFN) is proposed. An evaluation method for model reliability is also proposed. RBFs can be added to improve the expression capability of nonlinearity and parameters and reliability indices can be updated recursively. This model can be available as a black box model for hybrid systems.
Keywords
nonlinear control systems; radial basis function networks; black box model; hybrid dynamical systems control; mixed logical dynamical systems; nonlinear control; piecewise affine modeling; radial basis function network; reliability;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2004 Annual Conference
Conference_Location
Sapporo
Print_ISBN
4-907764-22-7
Type
conf
Filename
1491770
Link To Document