Ranking Interval-Valued Fuzzy Numbers with Intuitionistic Fuzzy Possibility Degree and Its Application to Fuzzy Multi-Attribute Decision Making

被引:0
作者
Zhifu Tao
Xi Liu
Huayou Chen
Ligang Zhou
机构
[1] Anhui University,School of Economics
[2] Anhui University,School of Mathematical Sciences
来源
International Journal of Fuzzy Systems | 2017年 / 19卷
关键词
Fuzzy multi-attribute decision making; Intuitionistic fuzzy set; Intuitionistic fuzzy possibility degree; Interval-valued fuzzy numbers; Ranking;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper, we present the concept of intuitionistic fuzzy possibility degree (IFPD) for ranking interval-valued fuzzy numbers. This method overcomes the shortcomings of the previous techniques by giving the possibility degree in the form of intuitionistic fuzzy value, which contains positive degree, negative degree, and hesitant degree to compare any two intervals. The prominent characteristic of this method is that it can deal with the incomparable cases effectively, i.e., the two interval numbers have the same center or one interval number is nested in another one. As an application of the proposed method, a fuzzy multi-attribute decision-making method based on the IFPD is studied. Finally, we use a numerical example of selecting a laptop to illustrate the application of the proposed method.
引用
收藏
页码:646 / 658
页数:12
相关论文
共 50 条
[21]   Generalized Fuzzy Additive Operators on Intuitionistic Fuzzy Sets and Interval-Valued Intuitionistic Fuzzy Sets and Their Application [J].
Zhang, F. W. ;
Huang, W. W. ;
Sun, J. ;
Liu, Z. D. ;
Zhu, Y. H. ;
Li, K. T. ;
Xu, S. H. ;
Li, Q. .
IEEE ACCESS, 2019, 7 :45734-45743
[22]   A Note on Interval-valued Fuzzy Rough Sets and Interval-valued Intuitionistic Fuzzy Sets [J].
Zhang, Q. S. ;
Jiang, S. Y. .
SOUTHEAST ASIAN BULLETIN OF MATHEMATICS, 2010, 34 (03) :553-561
[23]   A generalized multi-attribute group decision making with intuitionistic fuzzy set [J].
Tao, Zhifu ;
Chen, Huayou ;
Zou, Weiyuan ;
Zhou, Ligang ;
Liu, Jinpei .
Advances in Intelligent Systems and Computing, 2013, 212 :63-71
[24]   Intuitionistic fuzzy linguistic soft sets and their application in multi-attribute decision-making [J].
Guan, Hongjun ;
Guan, Shuang ;
Zhao, Aiwu .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 31 (06) :2869-2879
[25]   A Ranking Method of Triangular Intuitionistic Fuzzy Numbers and Application to Decision Making [J].
Li D.F. ;
Nan J.X. ;
Zhang M.J. .
International Journal of Computational Intelligence Systems, 2010, 3 (5) :522-530
[26]   A Ranking Method of Triangular Intuitionistic Fuzzy Numbers and Application to Decision Making [J].
Li, Deng Feng ;
Nan, Jiang Xia ;
Zhang, Mao Jun .
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2010, 3 (05) :522-530
[27]   A New Approach to Interval-Valued Intuitionistic Hesitant Fuzzy Soft Sets and Their Application in Decision Making [J].
Sooraj, T. R. ;
Mohanty, R. K. ;
Tripathy, B. K. .
SMART COMPUTING AND INFORMATICS, 2018, 77 :243-253
[28]   Ranking Cloud Services Using Fuzzy Multi-Attribute Decision Making [J].
Shivakumar, Uppala ;
Ravi, Vadlamani ;
Gangadharan, G. R. .
2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013), 2013,
[29]   Entropy on intuitionistic fuzzy sets and on interval-valued fuzzy sets [J].
Burillo, P ;
Bustince, H .
FUZZY SETS AND SYSTEMS, 1996, 78 (03) :305-316
[30]   An interval-valued fuzzy distance measure between two interval-valued fuzzy numbers [J].
Hesamian, Gholamreza ;
Akbari, Mohammad Ghasem .
COMPUTATIONAL & APPLIED MATHEMATICS, 2019, 39 (01)