Uncertain inference control for balancing an inverted pendulum

被引:34
|
作者
Gao, Yuan [1 ]
机构
[1] Tsinghua Univ, Dept Math Sci, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Inference control; Uncertain set; Uncertain inference; Inverted pendulum; STABILITY ANALYSIS; SYSTEMS;
D O I
10.1007/s10700-012-9124-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Fuzzy inference control uses fuzzy sets to describe the antecedents and consequents of If-Then rules. However, most surveys show the antecedents and consequents are uncertain sets rather than fuzzy sets. This fact provides a motivation to invent an uncertain inference control method. This paper gives an introduction to the design procedures of uncertain inference controller. As an example, an uncertain inference controller for balancing an inverted pendulum system is successfully designed. The computer simulation shows the developed uncertain inference controller is of good robustness.
引用
收藏
页码:481 / 492
页数:12
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