TODIM method for multiple attribute group decision making based on cumulative prospect theory with 2-tuple linguistic neutrosophic sets

被引:50
|
作者
Zhao, Mengwei [1 ]
Wei, Guiwu [1 ]
Wu, Jiang [2 ]
Guo, Yanfeng [3 ]
Wei, Cun [2 ]
机构
[1] Sichuan Normal Univ, Sch Business, Chengdu 610101, Peoples R China
[2] Southwestern Univ Finance & Econ, Sch Stat, Chengdu, Peoples R China
[3] Southwestern Univ Finance & Econ, Sch Finance, Chengdu 610074, Peoples R China
关键词
2‐ tuple linguistic neutrosophic sets; cumulative prospect theory; multiattribute group decision making (MAGDM); TODIM; AGGREGATION OPERATORS; TOPSIS METHOD; GRA METHOD; ENTROPY; SELECTION; REPRESENTATION; NUMBERS; WEIGHT; MABAC; RISK;
D O I
10.1002/int.22338
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The 2-tuple linguistic neutrosophic set (2TLNS) does a good job in coping with vague and uncertain environments and has been widely used in numerous fields. In this article, we come up with a new solution of multiple attribute group decision-making (MAGDM) problems, named as the modified TODIM method based on cumulative prospect theory and 2-tuple linguistic neutrosophic sets (CPT-2TLN-TODIM method). To ensure relatively objective attribute weights, the CRITIC is integrated into this new model in this paper. The CPT-2TLN-TODIM method fully considers the psychological state of decision makers that makes it more realistic. What's more, we introduce the application of CPT-2TLN-TODIM method in the evaluation of network security assessment team for verifying the practicability of the CPT-2TLN-TODIM method. And finally, the reliability of CPT-2TLN-TODIM method is confirmed by comparing with other existed methods. In the immediate future, we will further explore the application of this method in other fields and keep trying to put forward more scientific and reasonable methods to solve MAGDM problems.
引用
收藏
页码:1199 / 1222
页数:24
相关论文
共 50 条
  • [31] Approaches to dynamic multiple attribute decision making with 2-tuple linguistic information
    Ai, Feng-Yi
    Yang, Jing-Yi
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (06) : 2715 - 2723
  • [32] An extended multiple attribute group decision-making TODIM method based on the neutrosophic numbers
    Zhang, Maocong
    Liu, Peide
    Shi, Lanlan
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (03) : 1773 - 1781
  • [33] Approaches based on 2-tuple linguistic power aggregation operators for multiple attribute group decision making under linguistic environment
    Xu, Yejun
    Wang, Huimin
    APPLIED SOFT COMPUTING, 2011, 11 (05) : 3988 - 3997
  • [34] A Method Based on OWA Operator and Distance Measures for Multiple Attribute Decision Making with 2-Tuple Linguistic Information
    Zeng, Shouzhen
    Balezentis, Tomas
    Zhang, Chonghui
    INFORMATICA, 2012, 23 (04) : 665 - 681
  • [35] Dependent Interval 2-Tuple Linguistic Aggregation Operators and Their Application to Multiple Attribute Group Decision Making
    Liu, Hu-Chen
    Lin, Qing-Lian
    Wu, Jing
    INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2014, 22 (05) : 717 - 735
  • [36] Grey relational analysis method for 2-tuple linguistic multiple attribute group decision making with incomplete weight information
    Wei, Gui-Wu
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (05) : 4824 - 4828
  • [37] Algorithms for multiple attribute group decision making with intuitionistic 2-tuple linguistic information and its application
    Jiang, Xian-Ping
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2022, 26 (01) : 37 - 45
  • [38] Multi-attribute group decision making method based on 2-dimension 2-tuple linguistic information
    Sun, Yanhao
    Zhang, Qi
    Li, Zhi
    Ren, Yumou
    Zhang, Yunpeng
    Yuan, Zhiming
    PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS), 2020, : 44 - 48
  • [39] A Multi-Criteria 2-Tuple Linguistic Group Decision-Making Method Based on TODIM for Cholecystitis Treatments Selection
    Xie, Li
    He, Jiqun
    Cheng, Pengfei
    Xiao, Runsha
    Zhou, Xianghong
    IEEE ACCESS, 2019, 7 : 127967 - 127986
  • [40] An Extended TODIM Based on Cumulative Prospect Theory for Single-Valued Neutrosophic Multi-Attribute Decision-Making
    Xu, Dongsheng
    Lu, Xiewen
    Peng, Lijuan
    ENGINEERING LETTERS, 2022, 30 (02) : 752 - 756