Introduction to type-2 fuzzy logic systems

被引：0
|
作者：
Karnik, NN [1 ]
Mendel, JM [1 ]
机构：
[1] Univ So Calif, Los Angeles, CA 90089 USA
来源：
1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2 | 1998年
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：
This paper introduces a robust fuzzy logic system, one that can handle rule uncertainties. We make use of type-2 fuzzy sets for this purpose. The development of a type-2 FLS has led to a new operation that we call type-reduction. In the course of this development, we also study set operations on type-a sets, properties of membership grades of type-2 sets, type-2 relations and their compositions, and defuzzification.
引用
收藏
页码：915 / 920
页数：6
相关论文
共 50 条
  • [31] Overview of Type-Reduction Algorithms for Type-2 Fuzzy Logic Systems
    Zhao T.
    Li P.
    Cao J.
    Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2019, 54 (02): : 436 - 444
  • [32] Performance Comparison of Type-1 and Type-2 Fuzzy Logic Systems
    Naik, K. A.
    Gupta, C. P.
    PROCEEDINGS OF 4TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC 2K17), 2017, : 72 - 76
  • [33] On the Continuity of Type-1 and Interval Type-2 Fuzzy Logic Systems
    Wu, Dongrui
    Mendel, Jerry M.
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2011, 19 (01) : 179 - 192
  • [34] Applications of Type-2 Fuzzy Logic in Power Systems: A Literature Survey
    Varma, K. Ajay
    Mohanta, D. K.
    Reddy, M. Jaya Bharata
    2013 12TH INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING (EEEIC 2013), 2013, : 282 - 286
  • [35] HYBRID LEARNING ALGORITHM FOR INTERVAL TYPE-2 FUZZY LOGIC SYSTEMS
    Mendez, G. M.
    Leduc, L. A.
    CONTROL AND INTELLIGENT SYSTEMS, 2006, 34 (03)
  • [36] Interval Type-2 Intuitionistic Fuzzy Logic Systems - A Comparative Evaluation
    Eyoh, Imo
    John, Robert
    De Maere, Geert
    INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS: THEORY AND FOUNDATIONS, IPMU 2018, PT I, 2018, 853 : 687 - 698
  • [37] Interval Type-2 Fuzzy Logic Controller of Heat Exchanger Systems
    Wati, Dwi Ana Ratna
    Jayanti, Putri Nurul
    PROCEEDINGS OF 2013 3RD INTERNATIONAL CONFERENCE ON INSTRUMENTATION, COMMUNICATIONS, INFORMATION TECHNOLOGY, AND BIOMEDICAL ENGINEERING (ICICI-BME), 2013, : 141 - 146
  • [38] Exact inversion of decomposable interval type-2 fuzzy logic systems
    Kumbasar, Tufan
    Eksin, Ibrahim
    Guzelkaya, Mujde
    Yesil, Engin
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2013, 54 (02) : 253 - 272
  • [39] Production Estimates of Coalbed Methane by Type-2 Fuzzy Logic Systems
    Yang, Meiyi
    Xu, Lei
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), VOL 1, 2016, : 102 - 107
  • [40] Type-2 Fuzzy Logic Systems for Temperature Evaluation in Ladle Furnace
    Montes Dorantes, P. N.
    Mendez, G. M.
    IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (08) : 3914 - 3920
12345