Pythagorean Fuzzy TODIM Method Based on the Cumulative Prospect Theory for MAGDM and Its Application on Risk Assessment of Science and Technology Projects

被引:0
|
作者
Mengwei Zhao
Guiwu Wei
Cun Wei
Jiang Wu
机构
[1] Sichuan Normal University,School of Business
[2] Southwestern University of Finance and Economics,School of Statistics
来源
关键词
Multiple attribute group decision making (MAGDM); Pythagorean fuzzy sets (PFSs); TODIM; Cumulative prospect theory (CPT); Science and technology projects;
D O I
暂无
中图分类号
学科分类号
摘要
The risk assessment of science and technology projects could be regarded as a classical multiple attribute group decision-making (MAGDM) issue. The Pythagorean fuzzy sets (PFSs) can fully describe the uncertain information for the risk assessment of science and technology projects. Furthermore, the classical TODIM method based on the cumulative prospect theory (CPT-TODIM) is built, which is a selectable method in reflecting the DMs’ psychological behavior. Thus, in this paper, the Pythagorean fuzzy CPT-TODIM (PF-CPT-TODIM) method is proposed for MAGDM issue. At the same time, it is enhancing rationality to get the weight information of attributes by using the entropy weight method under PFSs. And focusing on hot issues in contemporary society, this article applies the discussed method to risk assessment of science and technology projects, and demonstrates risk assessment model of science and technology projects based on the proposed method. Finally, through comparing the outcome of comparative analysis, we conclude that this improved approach is acceptable.
引用
收藏
页码:1027 / 1041
页数:14
相关论文
共 50 条
  • [21] New correlation coefficients of Pythagorean fuzzy set and its application to extended TODIM method
    Zhang, Qiang
    Liu, Jianping
    Hu, Junhua
    Yao, Zhihai
    Yang, Jian
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (01) : 509 - 523
  • [22] Extended TODIM Based on Cumulative Prospect Theory for Picture Fuzzy Multiple Attribute Group Decision Making
    Zhao, Mengwei
    Wei, Guiwu
    Wei, Cun
    Wu, Jiang
    Guo, Yanfeng
    INFORMATICA, 2021, 32 (04) : 865 - 886
  • [23] TODIM Method Based on Cumulative Prospect Theory for Multiple Attributes Group Decision Making Under Probabilistic Hesitant Fuzzy Setting
    Ningna Liao
    Guiwu Wei
    Xudong Chen
    International Journal of Fuzzy Systems, 2022, 24 : 322 - 339
  • [24] TODIM Method Based on Cumulative Prospect Theory for Multiple Attributes Group Decision Making Under Probabilistic Hesitant Fuzzy Setting
    Liao, Ningna
    Wei, Guiwu
    Chen, Xudong
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2022, 24 (01) : 322 - 339
  • [25] A Modified EDAS Method Based on Cumulative Prospect Theory for MAGDM with 2-Tuple Linguistic Pythagorean Fuzzy Information(MAR, 10.1007/s40815-022-01453-2 , 2023)
    Zhang, Yangjingyu
    Cai, Qiang
    Wei, Guiwu
    Wang, Hongjun
    Wei, Cun
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024, 26 (03) : 1088 - 1089
  • [26] Pythagorean uncertain linguistic TODIM method based on generalized Choquet integral and its application
    Liang X.
    Liu Z.-M.
    Liu P.-D.
    Kongzhi yu Juece/Control and Decision, 2018, 33 (07): : 1303 - 1311
  • [27] Interval-valued Pythagorean fuzzy linguistic TODIM based on PCA and its application for emergency decision
    Xian, Sidong
    Wan, Wenhua
    Yang, Zhijun
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2020, 35 (12) : 2049 - 2086
  • [28] A Pythagorean cubic fuzzy methodology based on TOPSIS and TODIM methods and its application to software selection problem
    Seker, Sukran
    Kahraman, Cengiz
    SOFT COMPUTING, 2022, 26 (05) : 2437 - 2450
  • [29] A Pythagorean cubic fuzzy methodology based on TOPSIS and TODIM methods and its application to software selection problem
    Sukran Seker
    Cengiz Kahraman
    Soft Computing, 2022, 26 : 2437 - 2450
  • [30] Risk assessment of existing buildings in tunnel construction based on an improved cumulative prospect theory method
    Chang, Lixin
    Nordin, Norhaiza
    Gu, Xinhua
    Zhao, Ye
    SCIENCE PROGRESS, 2025, 108 (01)