An approximation method for Type Reduction of an Interval Type-2 fuzzy set based on α-cuts

被引：0
|
作者：
Figueroa Garcia, Juan Carlos [1 ]
机构：
[1] Univ Dist Francisco Jose de Caldas, Bogota, Colombia
来源：
2012 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS) | 2012年
关键词：
PLANE REPRESENTATION; LOGIC SYSTEMS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper shows a proposal for Type-reduction of an Interval Type-2 fuzzy set composed from alpha-cuts done over its primary membership functions. The definition of available Type-reduction methods for Interval Type-2 fuzzy sets are based on an homogeneous subdivision of the universe of discourse, so we propose an approximation algorithm for Type-reduction of an Interval type-2 fuzzy set through its primary alpha-cuts. Some definitions about the alpha-cut of a Type-2 fuzzy set are provided and used for computing the centroid of an Interval Type-2 fuzzy set through a mapping of its membership function, instead of its universe of discourse.
引用
收藏
页码：49 / 54
页数：6
相关论文
共 50 条
  • [21] PSO type-reduction method for geometric interval type-2 fuzzy logic systems
    赵先章
    高一波
    曾隽芳
    杨一平
    [J]. Journal of Harbin Institute of Technology(New series), 2008, (06) : 862 - 867
  • [22] PSO type-reduction method for geometric interval type-2 fuzzy logic systems
    Zhao, Xian-Zhang
    Gao, Yi-Bo
    Zeng, Jun-Fang
    Yang, Yi-Ping
    [J]. Journal of Harbin Institute of Technology (New Series), 2008, 15 (06) : 862 - 867
  • [23] A closed form type reduction method for piecewise linear interval type-2 fuzzy sets
    Ulu, Cenk
    Guzelkaya, Mujde
    Eksin, Ibrahim
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2013, 54 (09) : 1421 - 1433
  • [24] Towards an efficient type-reduction method for interval type-2 fuzzy logic systems
    Nie, Maowen
    Tan, Woei Wan
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2008, : 1427 - 1434
  • [25] Masquerade intrusion detection algorithm based on interval type-2 fuzzy set
    EDA Laboratory, Physics Department, Xiamen University, Xiamen 361005, China
    不详
    [J]. Tien Tzu Hsueh Pao, 2008, 4 (777-780):
  • [26] Artificial immune system based on interval type-2 fuzzy set paradigm
    Viscontia, A.
    Tahayori, H.
    [J]. APPLIED SOFT COMPUTING, 2011, 11 (06) : 4055 - 4063
  • [27] Spam filtering model based on interval type-2 fuzzy set paradigm
    Tahayori, Hooman
    Visconti, Andrea
    Degli Antoni, Giovanni
    [J]. MEDIA CONVERGENCE: MOVING TO THE NEXT GENERATION, 2007, : 147 - 150
  • [28] PubMed state lines prediction based on interval type-2 fuzzy set
    Tan Dan
    Mo Hong
    Wu Zhanlin
    [J]. 26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 5151 - 5155
  • [29] INTERVAL TYPE-2 FUZZY ROUGH SETS AND INTERVAL TYPE-2 FUZZY CLOSURE SPACES
    Sharan, S.
    Tiwar, S. P.
    Yadav, V. K.
    [J]. IRANIAN JOURNAL OF FUZZY SYSTEMS, 2015, 12 (03): : 113 - 125
  • [30] Simplified interval type-2 fuzzy logic system based on new type-reduction
    El-Nagar, A. M.
    El-Bardini, M.
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (04) : 1999 - 2010
12345