On-line learning rules for type-2 fuzzy controller

被引：0
|
作者：
Wan, Tan Woei [1 ]
Kamal, Danesh Hasan [1 ]
机构：
[1] Natl Univ Singapore, Dept Elect & Comp Engn, 4 Engn Dr 3, Singapore 117576, Singapore
来源：
2006 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5 | 2006年
关键词：
type-2 fuzzy control; adaptive control;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents an algorithm for tuning the parameters of a type-2 fuzzy controller that functions as the feedforward controller in an adaptive control scheme. Both the consequent weights and the Footprint of Uncertainty (FOU) associated with the antecedent fuzzy sets are adjusted simultaneously. Simulation results, obtained using the nonlinear pH neutralization process, are presented to demonstrate the feasibility of the proposed learning rule.
引用
收藏
页码：513 / +
页数：2
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