On the importance of interval sets in type-2 fuzzy logic systems

被引:0
|
作者
Mendel, JM [1 ]
机构
[1] Univ So Calif, Inst Signal & Image Proc, Los Angeles, CA 90089 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Type-2 fuzzy logic systems (FLSs) let uncertainties that Occur in rule-based FLSs be modeled using the new third dimension of type-2 fuzzy sets, Although a complete theory of type-2 FLSs exists for general type-2 fuzzy sets, it is only for interval type-2 fuzzy sets that type-2 FLSs are practical, This paper explains why this is so.
引用
收藏
页码:1647 / 1652
页数:6
相关论文
共 50 条
  • [1] Interval type-2 fuzzy logic systems
    Liang, QL
    Mendel, JM
    [J]. NINTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2000), VOLS 1 AND 2, 2000, : 328 - 333
  • [2] A New Look at Type-2 Fuzzy Sets and Type-2 Fuzzy Logic Systems
    Wang, Li-Xin
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017, 25 (03) : 693 - 706
  • [3] On the Monotonicity of Interval Type-2 Fuzzy Logic Systems
    Li, Chengdong
    Yi, Jianqiang
    Zhang, Guiqing
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (05) : 1197 - 1212
  • [4] Toolbox for Interval Type-2 Fuzzy Logic Systems
    Zamani, Mohsen
    Nejati, Hossein
    Jahromi, Amin T.
    Partovi, Ali Reza
    Nobari, Sadegh H.
    Shirazi, Ghasem N.
    [J]. PROCEEDINGS OF THE 11TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2008,
  • [5] Simplified Interval Type-2 Fuzzy Logic Systems
    Mendel, Jerry M.
    Liu, Xinwang
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (06) : 1056 - 1069
  • [6] Intelligent systems with interval type-2 fuzzy logic
    Castillo, Oscar
    Melin, Patricia
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2008, 4 (04): : 771 - 783
  • [7] Critique of "A New Look at Type-2 Fuzzy Sets and Type-2 Fuzzy Logic Systems"
    Mendel, Jerry M.
    Wu, Dongrui
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017, 25 (03) : 725 - 727
  • [8] Designing Generalised Type-2 Fuzzy Logic Systems using Interval Type-2 Fuzzy Logic Systems and Simulated Annealing
    Almaraashi, Majid
    John, Robert
    Coupland, Simon
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2012,
  • [9] A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems
    Castillo, Oscar
    Amador-Angulo, Leticia
    Castro, Juan R.
    Garcia-Valdez, Mario
    [J]. INFORMATION SCIENCES, 2016, 354 : 257 - 274
  • [10] Interval type-2 fuzzy logic systems made simple
    Mendel, Jerry M.
    John, Robert I.
    Liu, Feilong
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2006, 14 (06) : 808 - 821