Toolbox for Interval Type-2 Fuzzy Logic Systems

被引：0
|
作者：
Zamani, Mohsen [1 ]
Nejati, Hossein [2 ]
Jahromi, Amin T. [3 ]
Partovi, Ali Reza [4 ]
Nobari, Sadegh H. [5 ]
Shirazi, Ghasem N. [1 ,6 ]
机构：
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117548, Singapore
[2] Natl Univ Singapore, Sch Comp, Singapore, Singapore
[3] Nanyang Technol Univ, Elect & Elect Engn Sch, Singapore, Singapore
[4] Alame Mohaddese Noori Tech Univ, Elect Engn Dept, Noor, Iran
[5] Natl Univ Singapore, Sch Comp, Singapore, Singapore
[6] Natl Univ Singapore, Elect & Comp Engn Dept, Singapore, Singapore
来源：
PROCEEDINGS OF THE 11TH JOINT CONFERENCE ON INFORMATION SCIENCES | 2008年
关键词：
Interval Type-2 Fuzzy logic System; Toolbox;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Type-2 systems has been becoming the focus of research in the field of fuzzy logic in recent years. Comparing with type-1 systems, type-2 fuzzy systems are more complex and relatively more difficult to understand and implement. We developed an interactive graphical user interface (GUI) based toolbox, MFLS tool, for interval type-2 fuzzy logic system. This paper presents MFLS toolbox. Moreover, the versatility of the software is demonstrated via an prediction problem.
引用
收藏
页数：6
相关论文
共 50 条
  • [1] Interval Type-2 Fuzzy Logic Toolbox
    Castro, Juan R.
    Castillo, Oscar
    Martinez, Luis G.
    [J]. ENGINEERING LETTERS, 2007, 15 (01)
  • [2] Building fuzzy inference systems with the interval type-2 fuzzy logic toolbox
    Castro, J. R.
    Castillo, O.
    Melin, P.
    Martinez, L. G.
    Escobar, S.
    Camacho, I.
    [J]. ANALYSIS AND DESIGN OF INTELLIGENT SYSTEMS USING SOFT COMPUTING TECHNIQUES, 2007, 41 : 53 - +
  • [3] An interval type-2 fuzzy logic toolbox for control applications
    Castro, Juan R.
    Castillo, Oscar
    Melin, Patricia
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4, 2007, : 61 - +
  • [4] An Open Source Matlab/Simulink Toolbox for Interval Type-2 Fuzzy Logic Systems
    Taskin, Ahmet
    Kumbasar, Tufan
    [J]. 2015 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI), 2015, : 1561 - 1568
  • [5] 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
  • [6] 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
  • [7] Simplified Interval Type-2 Fuzzy Logic Systems
    Mendel, Jerry M.
    Liu, Xinwang
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (06) : 1056 - 1069
  • [8] 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
  • [9] 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,
  • [10] 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
12345