Generalized Orthopair Fuzzy Sets

被引:1369
|
作者
Yager, Ronald R. [1 ]
机构
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10805 USA
关键词
Dual of aggregation; intuitionistic sets; knowledge representation; non-standard fuzzy sets; Pythagorean fuzzy sets; PYTHAGOREAN MEMBERSHIP GRADES; MULTICRITERIA DECISION-MAKING; FUZZINESS; OPERATORS; NEGATION;
D O I
10.1109/TFUZZ.2016.2604005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We note that orthopair fuzzy subsets are such that that their membership grades are pairs of values, from the unit interval, one indicating the degree of support for membership in the fuzzy set and the other support against membership. We discuss two examples, Atanassov's classic intuitionistic sets and a second kind of intuitionistic set called Pythagorean. We note that for classic intuitionistic sets the sum of the support for and against is bounded by one, while for the second kind, Pythagorean, the sum of the squares of the support for and against is bounded by one. Here we introduce a general class of these sets called q-rung orthopair fuzzy sets in which the sum of the qth power of the support for and the qth power of the support against is bonded by one. We note that as q increases the space of acceptable orthopairs increases and thus gives the user more freedom in expressing their belief about membership grade. We investigate various set operations as well as aggregation operations involving these types of sets.
引用
收藏
页码:1222 / 1230
页数:9
相关论文
共 50 条
  • [21] Knowledge measure for the q-rung orthopair fuzzy sets
    Khan, Muhammad Jabir
    Kumam, Poom
    Shutaywi, Meshal
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 36 (02) : 628 - 655
  • [22] Information measures for q-rung orthopair fuzzy sets
    Peng, Xindong
    Liu, Lin
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (08) : 1795 - 1834
  • [23] Another view on q-rung orthopair fuzzy sets
    Ali, Muhammad Irfan
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (11) : 2139 - 2153
  • [24] Distances and Similarity Measures of Q-Rung Orthopair Fuzzy Sets Based on the Hausdorff Metric with the Construction of Orthopair Fuzzy TODIM
    Hussain, Zahid
    Abbas, Sahar
    Yang, Miin-Shen
    [J]. SYMMETRY-BASEL, 2022, 14 (11):
  • [25] Generalized intuitionistic fuzzy sets and L-fuzzy sets
    Wang, Yongquan
    Zhang, Xiaohong
    Shao, ZhiQing
    [J]. Proceedings of 2006 International Conference on Artificial Intelligence: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 318 - 321
  • [26] Improved Knowledge Measures for q-Rung Orthopair Fuzzy Sets
    Khan, Muhammad Jabir
    Kumam, Poom
    Shutaywi, Meshal
    Kumam, Wiyada
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2021, 14 (01) : 1700 - 1713
  • [27] Interval valued q-rung orthopair fuzzy sets and their properties
    Joshi, Bhagawati Prasad
    Singh, Akhilesh
    Bhatt, Pradeep Kumar
    Vaisla, Kunwar Singh
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (05) : 5225 - 5230
  • [28] Generalized fuzzy rough sets
    Wu, WZ
    Mi, JS
    Zhang, WX
    [J]. INFORMATION SCIENCES, 2003, 151 : 263 - 282
  • [29] GENERALIZED FUZZY-SETS
    NAKAJIMA, N
    [J]. FUZZY SETS AND SYSTEMS, 1989, 32 (03) : 307 - 314
  • [30] On generalized fuzzy rough sets
    Pei, D.
    Fan, T.
    [J]. INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2009, 38 (03) : 255 - 271