Hesitant Fuzzy Thermodynamic Method for Emergency Decision Making Based on Prospect Theory

被引:74
|
作者
Ren, Peijia [1 ]
Xu, Zeshui [1 ]
Hao, Zhinan [2 ]
机构
[1] Sichuan Univ, Business Sch, Chengdu 610064, Sichuan, Peoples R China
[2] PLA Univ Sci & Technol, Coll Command Informat Syst, Nanjing 210007, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Emergency decision making; hesitant fuzzy set (HFS); multicriteria decision making (MCDM); prospect theory; thermodynamics; LINGUISTIC TERM SETS; RESOURCE-ALLOCATION; MODEL; MCDM; INFORMATION; SELECTION; COMBINATION; AGGREGATION; STRATEGIES; FRAMEWORK;
D O I
10.1109/TCYB.2016.2638498
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the timeliness of emergency response and much unknown information in emergency situations, this paper proposes a method to deal with the emergency decision making, which can comprehensively reflect the emergency decision making process. By utilizing the hesitant fuzzy elements to represent the fuzziness of the objects and the hesitant thought of the experts, this paper introduces the negative exponential function into the prospect theory so as to portray the psychological behaviors of the experts, which transforms the hesitant fuzzy decision matrix into the hesitant fuzzy prospect decision matrix (HFPDM) according to the expectation-levels. Then, this paper applies the energy and the entropy in thermodynamics to take the quantity and the quality of the decision values into account, and defines the thermodynamic decision making parameters based on the HFPDM. Accordingly, a whole procedure for emergency decision making is conducted. What is more, some experiments are designed to demonstrate and improve the validation of the emergency decision making procedure. Last but not the least, this paper makes a case study about the emergency decision making in the firing and exploding at Port Group in Tianjin Binhai New Area, which manifests the effectiveness and practicability of the proposed method.
引用
收藏
页码:2531 / 2543
页数:13
相关论文
共 50 条
  • [1] A hesitant group emergency decision making method based on prospect theory
    Zi-Xin Zhang
    Liang Wang
    Rosa M. Rodríguez
    Ying-Ming Wang
    Luis Martínez
    Complex & Intelligent Systems, 2017, 3 : 177 - 187
  • [2] A hesitant group emergency decision making method based on prospect theory
    Zhang, Zi-Xin
    Wang, Liang
    Rodriguez, Rosa M.
    Wang, Ying-Ming
    Martinez, Luis
    COMPLEX & INTELLIGENT SYSTEMS, 2017, 3 (03) : 177 - 187
  • [3] Probabilistic hesitant fuzzy TOPSIS emergency decision-making method based on the cumulative prospect theory
    Sha, Xiuyan
    Yin, Chuancun
    Xu, Zeshui
    Zhang, Shen
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (03) : 4367 - 4383
  • [4] Hesitant fuzzy prospect theory decision-making method based on improved signed distance
    Li H.
    Jiang D.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (12): : 2820 - 2826
  • [5] A normal wiggly hesitant fuzzy MABAC method based on CCSD and prospect theory for multiple attribute decision making
    Liu, Peide
    Zhang, Pei
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 36 (01) : 447 - 477
  • [6] A Hesitant Fuzzy Linguistic Model for Emergency Decision Making based on Fuzzy TODIM method
    Wang, Liang
    Wang, Ying-Ming
    Rodriguez, Rosa M.
    Martinez, Luis
    2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2017,
  • [7] An Emergency Decision Making Method Based on Prospect Theory for Different Emergency Situations
    Zhang, Zi-Xin
    Wang, Liang
    Wang, Ying-Ming
    INTERNATIONAL JOURNAL OF DISASTER RISK SCIENCE, 2018, 9 (03) : 407 - 420
  • [8] An Emergency Decision Making Method Based on Prospect Theory for Different Emergency Situations
    Zi-Xin Zhang
    Liang Wang
    Ying-Ming Wang
    International Journal of Disaster Risk Science, 2018, 9 : 407 - 420
  • [9] An Emergency Decision Making Method Based on Prospect Theory for Different Emergency Situations
    Zi-Xin Zhang
    Liang Wang
    Ying-Ming Wang
    International Journal of Disaster Risk Science, 2018, 9 (03) : 407 - 420
  • [10] An extended hesitant group decision-making technique based on the prospect theory for emergency situations
    Farhadinia, B.
    Xu, Z. S.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2020, 17 (03): : 51 - 68