Dynamic Hierarchical Fuzzy Systems: Analysis and design using a state space model

被引:2
作者
Saad, R [1 ]
Halgamuge, SK [1 ]
机构
[1] Univ Melbourne, Dept Mech & Mfg Engn, Mechatr Res Grp, Parkville, Vic 3052, Australia
来源
PEACHFUZZ 2000 : 19TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS | 2000年
关键词
stability; hierarchical fuzzy systems; hierarchical fuzzy controller design;
D O I
10.1109/NAFIPS.2000.877455
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
General formulae for generic Hierarchical Fuzzy Systems(HFS) are derived using a recursive approach and various special cases are catered for. A discrete time dynamic Hierarchical Fuzzy controller(HFC) is analysed and a design method for the HFC is presented. Further a sufficient condition for the stability of the combined global HFS and HFC are presented and some examples are presented to illustrate the stability theorem.
引用
收藏
页码:373 / 377
页数:5
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