Online Adaptive Control Method Based on Dynamic Fuzzy Neural Network

被引：0
|
作者：
Ma, Li [1 ]
Sun, Shi-bing [2 ]
Zhong, Yong [1 ]
Wang, Dong [1 ]
机构：
[1] Foshan Univ, Dept Comp Sci & Technol, Foshan, Peoples R China
[2] Changsha Social Work Coll, Dept Software, Changsha, Peoples R China
来源：
2009 INTERNATIONAL ASIA SYMPOSIUM ON INTELLIGENT INTERACTION AND AFFECTIVE COMPUTING | 2009年
基金：
中国博士后科学基金; 美国国家科学基金会;
关键词：
D-FNN; Dynamic; Fuzzy logic; adaptive; RECOGNITION; SYSTEMS; MODELS;
D O I：
10.1109/ASIA.2009.37
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Proposed a novel algorithm of dynamic fuzzy neural network structure based on the expansion of radial basis network, the outlet error and may hold the boundary the effective radius is determined whether the new rule should be joined into the fuzzy rules, and can reach specific function of the system. Its most prominent feature of learning algorithm parameters are adjusted and the structure of identification at the same time, and can be used for real-time modeling and control. Finally the actual case for the simulation analysis, simulation results show that the proposed algorithm is the quick pace of study, more stable, practicable and reliable.
引用
收藏
页码：108 / +
页数：2
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