Portfolio selection as a multicriteria group decision making in Pythagorean fuzzy environment with GRA and FAHP framework

被引:22
|
作者
Paul, Tapas Kumar [1 ]
Pal, Madhumangal [1 ]
Jana, Chiranjibe [1 ]
机构
[1] Vidyasagar Univ, Dept Appl Math Oceanol & Comp Programming, Midnapore 721102, W Bengal, India
关键词
fuzzy analytic hierarchy process; gray relational analysis; multicriteria group decision making; mutual fund; portfolio; Pythagorean fuzzy TODIM approach; ANALYTICAL HIERARCHY PROCESS; GREY RELATIONAL ANALYSIS; MEMBERSHIP GRADES; TODIM METHOD; DIVERGENCE; AHP; EXTENSION; NUMBERS; TOPSIS; MODEL;
D O I
10.1002/int.22635
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The popularity of mutual funds, which are necessarily portfolios, has been drawing more attention from the people of India over the last three decades. In a mutual fund, one can invest his or her money in the securities of different sectors traded mainly in the stock exchange markets to get expected return bearing tolerable risks. A mutual fund other than the passive mutual funds is directed by an active fund manager. The performance of a mutual fund depends on the shares and securities of different companies it contains and the fund manager's performance also. Risk and return can be measured based on different criteria. Before investment, one should select such a mutual fund that can fulfill his or her anticipation as much as possible within the risk-return skeleton. Therefore the selection of a mutual fund is rigorously a multicriteria decision making. This paper has considered five open-ended, large-cap, direct, suspended sales mutual funds for the research work. In the first stage, we have shortlisted the more crucial criteria comparatively from a list of criteria with the help of the Fuzzy Analytic Hierarchy Process. In the second stage, we have applied the Pythagorean fuzzy Gray Relation Analysis approach to determine the weights of shortlisted criteria as well as the rank of those mutual funds. Finally, a comparison has been drawn between the present model and the Pythagorean fuzzy Interactive Multicriteria Decision-Making model, to show the effectiveness of the present model.
引用
收藏
页码:478 / 515
页数:38
相关论文
共 50 条
  • [41] A novel accuracy function under interval-valued Pythagorean fuzzy environment for solving multicriteria decision making problem
    Garg, Harish
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 31 (01) : 529 - 540
  • [42] Group Decision Making in fuzzy environment
    Gupta, Mahima
    2012 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR FINANCIAL ENGINEERING & ECONOMICS (CIFER), 2012, : 128 - 132
  • [43] Distance measures for cubic Pythagorean fuzzy sets and its applications to multicriteria decision making
    Pranjal Talukdar
    Palash Dutta
    Granular Computing, 2021, 6 : 267 - 284
  • [44] System portfolio selection based on GRA method under hesitant fuzzy environment
    LI Zhuoqian
    DOU Yajie
    XIA Boyuan
    YANG Kewei
    LI Mengjun
    Journal of Systems Engineering and Electronics, 2022, 33 (01) : 120 - 133
  • [45] System portfolio selection based on GRA method under hesitant fuzzy environment
    Li Zhuoqian
    Dou Yajie
    Xia Boyuan
    Yang Kewei
    Li Mengjun
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2022, 33 (01) : 120 - 133
  • [46] Multicriteria Decision-Making Approach for Aggregation Operators of Pythagorean Fuzzy Hypersoft Sets
    Siddique, Imran
    Zulqarnain, Rana Muhammad
    Ali, Rifaqat
    Jarad, Fahd
    Iampan, Aiyared
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2021, 2021
  • [47] Distance measures for cubic Pythagorean fuzzy sets and its applications to multicriteria decision making
    Talukdar, Pranjal
    Dutta, Palash
    GRANULAR COMPUTING, 2021, 6 (02) : 267 - 284
  • [48] A fuzzy multicriteria decision-making method for material selection
    Liao, TW
    JOURNAL OF MANUFACTURING SYSTEMS, 1996, 15 (01) : 1 - 12
  • [49] Geometric Aggregation Operators for Solving Multicriteria Group Decision-Making Problems Based on Complex Pythagorean Fuzzy Sets
    Hezam, Ibrahim M.
    Rahman, Khaista
    Alshamrani, Ahmad
    Bozanic, Darko
    SYMMETRY-BASEL, 2023, 15 (04):
  • [50] Fuzzy Multicriteria Decision Making Model for HPP Alternative Selection
    Lavic, Zedina
    Dacic-Lepara, Sabina
    ADVANCED TECHNOLOGIES, SYSTEMS, AND APPLICATIONS III, VOL 1, 2019, 59 : 62 - 69