Fuzzy controller based on the SMTT fuzzy inference algorithm

被引：0
|
作者：
Zhang, Chengyi [1 ]
Li, Guxin
Fu, Haiyan
机构：
[1] Hainan Normal Univ, Dept Math, Hainan 571158, Haikou, Peoples R China
[2] Hainan Normal Univ, Dept Comp Sci, Hainan 571158, Haikou, Peoples R China
来源：
DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS | 2007年 / 14卷
关键词：
approximate reasoning; similarity measure; SMTT algorithm; fuzzy controller;
D O I：
暂无
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
A new approximate reasoning algorithm (SMTT algorithm) is proposed as a result of similarity measure and transformation of translation about normal triangle fuzzy sets. Taking double-input single-output (DISO) fuzzy controller as an example, we have disigned a fuzzy controller based on the SMTT algorithm and proved this fuzzy controller is an universal approximator which can approximate a continuous function according any accuracy. Lastly, we extended this result to the function space.
引用
收藏
页码：834 / 838
页数：5
相关论文
共 50 条
  • [31] A new algorithm for nonlinear mathematical programming based on fuzzy inference
    Wang, T
    Wang, YP
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 694 - 698
  • [32] DOUBLE FUZZY IMPLICATIONS-BASED RESTRICTION INFERENCE ALGORITHM
    Tang, Y. M.
    Yang, X. Z.
    Liu, X. P.
    Yang, J.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2015, 12 (06): : 17 - 40
  • [33] Intelligent PID controller based on ant system algorithm and fuzzy inference and its application to bionic artificial leg
    Tan, GZ
    Zeng, QD
    Li, WB
    JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY, 2004, 11 (03): : 316 - 322
  • [34] Intelligent PID controller based on ant system algorithm and fuzzy inference and its application to bionic artificial leg
    谭冠政
    曾庆冬
    李文斌
    Journal of Central South University of Technology(English Edition), 2004, (03) : 316 - 322
  • [35] Intelligent PID controller based on ant system algorithm and fuzzy inference and its application to bionic artificial leg
    Guan-zheng Tan
    Qing-dong Zeng
    Wen-bin Li
    Journal of Central South University of Technology, 2004, 11 : 316 - 322
  • [36] A FUZZY CONTROLLER WITH AN OPTIMIZED DEFUZZIFICATION ALGORITHM
    RUIZ, A
    GUTIERREZ, J
    FERNANDEZ, JAF
    IEEE MICRO, 1995, 15 (06) : 67 - 67
  • [37] Fuzzy system and fuzzy inference modeling method based on fuzzy transformation
    Yuan, X.-H. (yuanxuehai@yahoo.com.cn), 1600, Chinese Institute of Electronics (41):
  • [38] Design of fuzzy logic controller based on differential evolution algorithm
    Shuai, Li
    Wei, Sun
    Communications in Computer and Information Science, 2014, 462 : 18 - 25
  • [39] Dynamic optimizing method of fuzzy controller based on genetic algorithm
    College of Mechanical and Energy Engineering, Zhejiang University, Hangzhou 310027, China
    Zhejiang Daxue Xuebao (Gongxue Ban), 2007, 3 (461-465):
  • [40] Improved A* Algorithm based on Node Expansion and Adaptive Fuzzy Controller
    Meng, Wenlu
    Li, Weijie
    Jin, Ye
    Qi, Huanyu
    Yue, Ming
    2021 27TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP), 2021,
12345