DFSLIF: Dynamical Fuzzy System with Linguistic Information Feedback

被引：1
|
作者：
Gao, XZ [1 ]
Ovaska, SJ [1 ]
Dote, Y [1 ]
机构：
[1] Aalto Univ, Inst Intelligent Power Elect, FIN-02150 Espoo, Finland
来源：
SMCIA/01: PROCEEDINGS OF THE 2001 IEEE MOUNTAIN WORKSHOP ON SOFT COMPUTING IN INDUSTRIAL APPLICATIONS | 2001年
关键词：
D O I：
10.1109/SMCIA.2001.936744
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we propose a new Dynamical Fuzzy System with Linguistic Information Feedback (DFSLIF). Instead of crisp system output, the delayed conclusion fuzzy membership function in the consequence part is fed back locally with adjustable scaling and shifting in order to overcome the static mapping drawback of conventional fuzzy systems. We give a detailed description of the corresponding structure and algorithm. Our novel scheme has the advantage of inherent dynamics, and is therefore well suited for handling temporal problems like dynamical system identification, control, and filtering. Simulation experiments have been carried out to demonstrate its effectiveness.
引用
收藏
页码：121 / 126
页数：6
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