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《Journal of Tianjin Normal University(Natural Science Edition)》 2014-01
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Analysis of structure and rule numbers for binary tree-type hierarchy generalized hybrid fuzzy systems

YANG Yang;YANG Yongqiang;WANG Guijun;College of Mathematical Science,Tianjin Normal University;  
Fuzzy systems are usually composed of input variables,the inference rules and output. However,with the increasing numbers of input variables,the total of inference rules of the systems will increase exponentially to cause rules′explosion. So it is necessary to adopt the method of reducing the total number of rules. Firstly,the paper analyzes the structure of binary tree-type hierarchy generalized hybrid fuzzy systems. Secondly,the total rules in no-hierarchical system and hierarchical system are compared and analyzed based on generalized inference rules and the counting formula. It shows that the increasing rate of total of inference rules in hierarchical generalized hybrid fuzzy system is far below that of no-hierarchical system,and the rules′ explosion is effectively avoided.
【Fund】: 国家自然科学基金资助项目(61374009)
【CateGory Index】: O159;TP18
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 WANG Gui-jun,DUAN Chen-xia (School of Mathematics Sciences,Tianjin Normal University,Tianjin 300387,China);Generalized hierarchical hybrid fuzzy system and its universal approximation[J];Control Theory & Applications;2012-05
2 ZHANG Xiangyan,ZHANG Naiyao(Department of Automation,Tsinghua University,Beijing 100084,China);Universal approximation of general binary tree-type hierarchical fuzzy systems[J];Journal of Tsinghua University(Science and Technology);2007-01
3 TANG Jin-jun,CAO Kai(School of Traffic and Vehicle Engineering,Shandong University of Technology,Zibo 255049,China);Hierarchical fuzzy controller based map-matching algorithm[J];Journal of Shandong University(Engineering Science);2008-04
4 DUAN Chen-xia,WANG Gui-jun College of Mathematical Science,Tianjin Normal University,Tianjin 300387,China;Universal approximation of square pricewise linear functions in K-integral norms in fuzzy system[J];Journal of Tianjin Normal University(Natural Science Edition);2012-03
5 WANG Jie LI Guang ZHU Xiao-dong(College of Electrical Engineering,Zhengzhou University,Zhengzhou 450001,China);Development of an Oil Drilling Accident Prewarning System Based on Hierarchical fuzzy inference[J];Microcomputer Information;2008-21
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YANG Tao;DANG Guang-yuan;College of Management,Hebei United University;;Research advance review on the early-warning system for production safety in the enterprises[J];Journal of Safety and Environment;2014-04
2 Yao wen-hua1,ZHU Xiao-dong2,ZHANG Jun-yi3 (1. 22th Research Institute,Electric Technology Group Corporation of China,Xinxiang 453003,China; 2.Electric Engineering College,Zhengzhou University,Zhengzhou 450001,China; 3.School of Science,Beijing Jiaotong University,Beijing 100044,China);Structure Analysis of a Kind of Hierarchical Fuzzy Systems[J];Journal of Henan Normal University(Natural Science);2010-02
3 ZHANG Yu-zhuo,LI Hong-xing(School of Mathematical Sciences,Beijing Normal University,Beijing 100875,China);Generalized hierarchical Mamdani fuzzy systems and their universal approximation[J];Control Theory & Applications;2006-03
4 WANG Gui-jun,DUAN Chen-xia (School of Mathematics Sciences,Tianjin Normal University,Tianjin 300387,China);Generalized hierarchical hybrid fuzzy system and its universal approximation[J];Control Theory & Applications;2012-05
5 ZOU Kai-qi (College of Information Engineering,Dalian University,Dalian 116622,China);Fuzzy Design of Ramp Measure and Control[J];Fuzzy Systems and Mathematics;2004-01
6 CUI Meng,WANG Hai-ge,LI Hong,JI Guo-dong,YU Yang(CNPC Drilling Research Institute,Beijing 100195,China);Downhole problem incident diagnosis using BP neural network[J];Information Technology;2012-10
7 YANG Yang,WANG Gui-jun,YANG Yong-qiang (School of Mathematics Sciences,Tianjin Normal University,Tianjin 300387,China);Reducing the number of inference rules for generalized hybrid fuzzy systems based on binary tree-type hierarchy[J];Control Theory & Applications;2013-06
8 ZHU Xiao-gong;WANG Jie;School of Electrical Engineering,Zhengzhou University;;A new type of hierarchical fuzzy system and its approximation performance[J];Control and Decision;2013-10
9 WANG Gui-Jun;LI Xiao-Ping;SUI Xiao-Lin;School of Mathematics Sciences, Tianjin Normal University;;Universal Approximation and Its Realization of Generalized Mamdani Fuzzy System Based on K-integral Norms[J];Acta Automatica Sinica;2014-01
10 MA Pengpeng;ZHOU Yingcao;JIANG Hongwei;LIAN Zhilong;ZHAO Qing;ZHAO Yipeng;Research Institute of Petroleum Exploration and Development;Drilling Research Institute,China National Petroleum Corporation;;Application of Modern Information Technology in Oil Well Drilling ——Discussion on Drilling Information Engineering[J];Journal of Oil and Gas Technology;2014-07
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 PENG Fei LIU Zhong kan ZHANG Qi shan (Beijing University of Aeronautics and Astronautics, Dept. of Electronic Engineering);Cost Function Based Map Matching Algorithm for GPS/DR Integrated Navigation Systems[J];Journal of Beijing University of Aeronautics and Astronautics;2002-03
2 SU Jie, ZHOU Dong fang, YUE Chun sheng (Information Engineering University of PLA, Zhenzhou 450002,China);Real-time Map-matching Algorithm in GPS Navigation System for Vehicles[J];Acta Geodaetica Et Cartographic Sinica;2001-03
3 Sun Dihua Zhang Xingxia Zhang Zhiliang (College of Automation,Chongqing University,Chongqing 400044);Map Matching Technology and its Application in ITS[J];Computer Engineering and Applications;2005-20
4 SUN Duo-qing, HUO Wei (The Seventh Research Division, Beijing University of Aeronautics and Astronautics, Beijing 100083,China);Study on universal approximation of hierarchical fuzzy systems with arbitrary membership functions[J];Control Theory & Applications;2003-03
5 SUN Duo_qing, HUO Wei, YANG Xiao(The Seventh Research Division,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Path following control of mobile robots with model uncertaintybased on hierarchical fuzzy systems[J];Control Theory & Applications;2004-04
6 ZHANG Yu-zhuo,LI Hong-xing(School of Mathematical Sciences,Beijing Normal University,Beijing 100875,China);Generalized hierarchical Mamdani fuzzy systems and their universal approximation[J];Control Theory & Applications;2006-03
7 XIAO Xiao-shi, MAO Zhi-zhong, YUAN Ping (Automation Institute, College of Information Science and Technology, Northeastern University, Shenyang Liaoning 110004, China);Construction of T-S fuzzy system and the sufficient condition of its approximation ability[J];Control Theory & Applications;2009-08
8 Wu Junjie No. 3 Research Section, China Radio Wave Propagation Institute. No. 19, Qingda 1 Road, Qingdao City, Shandong Province, 266071, China;Monitoring and pre-warning method study on drilling engineering accidents[J];Mud Logging Engineering;2006-01
9 Zhang Naiyao (Dept. of Automation,Tsinghua University, Beijing, 100084);Structure Analysis of Typical Fuzzy Controllers[J];FUZZY SYSTEMS AND MATHEMATICS;1997-02
10 WANG GuiJun1&LI XiaoPing2 1 School of Mathematics Science,Tianjin Normal University,Tianjin 300387,China; 2 School of Management,Tianjin Normal University,Tianjin 300387,China;Universal approximation of polygonal fuzzy neural networks in sense of K-integral norms[J];Scientia Sinica(Informationis);2012-03
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