标题:Hierarchical fuzzy control of multivariable systems via semi-tensor product method
作者:Ge, Aidong ;Wang, Yuzhen ;Liu, Zhenbin ;Jiang, Ping
通讯作者:Ge, Aidong
作者机构:[Ge, Aidong ] School of Electrical Engineering and Automation, Qilu University of Technology, Jinan; 250353, China;[Wang, Yuzhen ;Liu, Zhenbin ;Jiang, 更多
会议名称:Proceedings of the 33rd Chinese Control Conference, CCC 2014
会议日期:28 July 2014 through 30 July 2014
来源:Proceedings of the 33rd Chinese Control Conference, CCC 2014
出版年:2014
页码:4551-4556
DOI:10.1109/ChiCC.2014.6895705
关键词:Hierarchical Fuzzy Control; Multivariable System; Semi-tensor Product
摘要:A new kind of scheme is proposed to obtain hierarchical fuzzy control of multivariable systems. It is based on algebraic fuzzy reasoning equations of fuzzy system using semi-tensor product framework recently described. First, the bi-decomposition of multivariable fuzzy systems is considered, and some new results are obtained. Using these results, the algorithm of hierarchical fuzzy systems realization is developed such that one can easily design the middle layers of the hierarchical structure. The resulting hierarchical system is totally equivalent to the conventional single layer fuzzy logic system. At last, an example is given to demonstrate that the algorithm is effective and feasible. © 2014 TCCT, CAA.
收录类别:EI;SCOPUS
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84907919527&doi=10.1109%2fChiCC.2014.6895705&partnerID=40&md5=c2bfdc822eef03cde2b551aae7a45938
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