Hesitant interval-valued Pythagorean fuzzy VIKOR method

被引:44
|
作者
Yang, Wei [1 ]
Pang, Yongfeng [1 ]
机构
[1] Xian Univ Architecture & Technol, Sch Sci, Dept Math, 13 Yanta Rd, Xian 710055, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
CRITERIA DECISION-MAKING; MEMBERSHIP GRADES; EXTENSION; INFORMATION; ENVIRONMENT; OPERATORS; DISTANCE; TOPSIS;
D O I
10.1002/int.22075
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, we investigate multiple attribute decision-making problems with hesitant interval-valued Pythagorean fuzzy information. First, the concepts of hesitant interval-valued Pythagorean fuzzy set are defined, and the operation laws, the score function, and accuracy function have been developed. Then several distance measures for hesitant interval-valued Pythagorean fuzzy values have been presented including the Hamming distance, Euclidean distance, and generalized distance, and so on. Based on the operational laws, a series of aggregation operators have been developed including the hesitant interval-valued Pythagorean fuzzy weighted averaging (HIVPFWA) operator, the hesitant interval-valued Pythagorean fuzzy geometric weighted averaging (HIVPFGWA) operator, the hesitant interval-valued Pythagorean fuzzy ordered weighed averaging (HIVPFOWA) operator, and hesitant interval-valued Pythagorean fuzzy ordered weighed geometric averaging (HIVPFOWGA) operator. By using the generalized mean operator, we also develop the generalized hesitant interval-valued Pythagorean fuzzy weighed averaging (GHIVPFWA) operator, the generalized hesitant interval-valued Pythagorean fuzzy weighed geometric averaging (GHIVPFWGA) operator, the generalized hesitant interval-valued Pythagorean fuzzy ordered weighted averaging (GHIVPFOWA) operator, and generalized hesitant interval-valued Pythagorean fuzzy ordered weighted geometric averaging (GHIVPFOWGA) operator operator. We further develop several hybrid aggregation operators including the hesitant interval-valued Pythagorean fuzzy hybrid averaging (HIVPFHA) operator and the generalized hesitant interval-valued Pythagorean fuzzy hybrid averaging (GHIVPFHA) operator. Based on the distance measures and the aggregation operators, we propose a hesitant interval-valued Pythagorean fuzzy VIKOR method to solve multiple attribute decision problems with multiple periods. Finally, an illustrative example for evaluating the metro project risk is given to demonstrate the feasibility and effectiveness of the proposed method.
引用
收藏
页码:754 / 789
页数:36
相关论文
共 50 条
  • [1] Correlation Coefficients of Interval-Valued Pythagorean Hesitant Fuzzy Sets and Their Applications
    Zheng, Tingting
    Zhang, Maoyin
    Li, Longmei
    Wu, Qiuyue
    Zhou, Ligang
    IEEE ACCESS, 2020, 8 (08): : 9271 - 9286
  • [2] Interval-valued intuitionistic hesitant fuzzy entropy based VIKOR method for industrial robots selection
    Narayanamoorthy, S.
    Geetha, S.
    Rakkiyappan, R.
    Joo, Young Hoon
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 121 (28-37) : 28 - 37
  • [3] Extension of VIKOR method based on interval-valued fuzzy sets
    Vahdani, Behnam
    Hadipour, Hasan
    Sadaghiani, Jamshid Salehi
    Amiri, Maghsoud
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 47 (9-12): : 1231 - 1239
  • [4] Extension of VIKOR method based on interval-valued fuzzy sets
    Behnam Vahdani
    Hasan Hadipour
    Jamshid Salehi Sadaghiani
    Maghsoud Amiri
    The International Journal of Advanced Manufacturing Technology, 2010, 47 : 1231 - 1239
  • [5] Typical Interval-valued Hesitant Fuzzy Probability
    Yuan, Xiujiu
    Li, Jiang
    Zhao, Xuejun
    2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2017,
  • [6] On Interval-Valued Hesitant Fuzzy Soft Sets
    Zhang, Haidong
    Xiong, Lianglin
    Ma, Weiyuan
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [7] Properties of interval-valued hesitant fuzzy sets
    Chen, Na
    Xu, Zeshui
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (01) : 143 - 158
  • [8] Interval-valued hesitant fuzzy TODIM method for dynamic emergency responses
    Quanyu Ding
    Mark Goh
    Ying-Ming Wang
    Soft Computing, 2021, 25 : 8263 - 8279
  • [9] An Interval-Valued Hesitant Fuzzy TOPSIS Method to Determine the Criteria Weights
    Tavakkoli-Moghaddam, Reza
    Gitinavard, Hossein
    Mousavi, Seyed Meysam
    Siadat, Ali
    OUTLOOKS AND INSIGHTS ON GROUP DECISION AND NEGOTIATION, GDN 2015, 2015, 218 : 157 - 169
  • [10] A New Interval-Valued Hesitant Fuzzy-Based Optimization Method
    Bharati, Shailendra Kumar
    NEW MATHEMATICS AND NATURAL COMPUTATION, 2022, 18 (02) : 469 - 494