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
  • [41] Risk decision analysis in emergency response: A method based on cumulative prospect theory
    Liu, Yang
    Fan, Zhi-Ping
    Zhang, Yao
    COMPUTERS & OPERATIONS RESEARCH, 2014, 42 : 75 - 82
  • [42] Selection of plastic solid waste treatment technology based on cumulative prospect theory and fuzzy DEMATEL
    Qinghua Mao
    Jinjin Chen
    Jian Lv
    Mengxin Guo
    Pengzhen Xie
    Environmental Science and Pollution Research, 2023, 30 : 41505 - 41536
  • [43] Selection of plastic solid waste treatment technology based on cumulative prospect theory and fuzzy DEMATEL
    Mao, Qinghua
    Chen, Jinjin
    Lv, Jian
    Guo, Mengxin
    Xie, Pengzhen
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (14) : 41505 - 41536
  • [44] MEREC-MABAC method based on cumulative prospect theory for picture fuzzy sets: Applications to wearable health technology devices
    Fan, Jianping
    Lei, Tong
    Wu, Meiqin
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 255
  • [45] Application of a Fuzzy AHP Method to Risk Assessment of International Construction Projects
    Chen, Peihong
    Wang, Jiaqiong
    ECBI: 2009 INTERNATIONAL CONFERENCE ON ELECTRONIC COMMERCE AND BUSINESS INTELLIGENCE, PROCEEDINGS, 2009, : 459 - +
  • [46] A MAGDM Method Based on Possibility Distribution Hesitant Fuzzy Linguistic Term Set and Its Application
    Luo, Zunhao
    Li, Zexin
    MATHEMATICS, 2019, 7 (11)
  • [47] An Extended Bidirectional Projection Method for Picture Fuzzy MAGDM and Its Application to Safety Assessment of Construction Project
    Wei, Guiwu
    Zhang, Siqi
    Lu, Jianping
    Wu, Jiang
    Wei, Cun
    IEEE ACCESS, 2019, 7 : 166138 - 166147
  • [48] Travelers' Risk Attitude Classification Method Based On Cumulative Prospect Theory and Experimental Results
    Yang, Chao
    Liu, Binbin
    Zhao, Lianyan
    Xu, Xiangdong
    2015 IEEE 18TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, : 869 - 874
  • [49] Photovoltaic technology assessment based on cumulative prospect theory and hybrid information from sustainable perspective
    Zhang, Dianfeng
    Li, Yanlai
    Chin, Kwai-Sang
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2022, 52
  • [50] An Extended Fuzzy CPT-TODIM Model Based on Possibility Theory and its Application to Air Target Dynamic Threat Assessment
    Zhao, Ruojing
    Yang, Fengbao
    Ji, Linna
    IEEE ACCESS, 2022, 10 : 21655 - 21669