An ExpTODIM-EDAS-Based Multiple Attribute Group Decision-Making Framework for Supervision Effectiveness Evaluation of Small and Medium Sized Financial Institutions in Rural Areas Under Intuitionistic Fuzzy Circumstances

被引:2
作者
Wang, Yarong [1 ]
Liu, Chengkun [2 ]
Deng, Chengtao [3 ]
机构
[1] Macau Univ Sci & Technol, Sch Business, Taipa, Macau, Peoples R China
[2] Macau Univ Sci & Technol, Inst Sustainable Dev, Taipa, Macau, Peoples R China
[3] Guangxi Rural Credit Union, Nanning 530000, Peoples R China
关键词
Multiple attribute group decision making (MAGDM) issue; intuitionistic fuzzy sets (IFSs); ExpTODIM technique; EDAS technique; supervision effectiveness evaluation; AGGREGATION OPERATORS; PROSPECT-THEORY; MEAN OPERATORS; BANKS; PERFORMANCE; SETS; DETERMINANTS; ENTERPRISES; INNOVATION; CENTERS;
D O I
10.1109/ACCESS.2023.3333432
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The supervision effectiveness evaluation of small and medium sized (SMS) financial institutions in rural areas is a multiple attribute group decision making (MAGDM). Recently, Recently, the Exponential TODIM (ExpTODIM) and Evaluation Based on Distance from Average Solution (EDAS) technique has been employed to manage MAGDM issues. The intuitionistic fuzzy sets (IFSs) are employed as a tool for portraying uncertain information during the supervision effectiveness evaluation of SMS financial institutions in rural areas. In this work, the intuitionistic fuzzy number (IFN) Exponential TODIM-EDAS (IFN-ExpTODIM-EDAS) technique is cultivated to manage the MAGDM under IFSs. Finally, a numerical case study for supervision effectiveness evaluation of SMS financial institutions in rural areas is constructed to verify the IFN-ExpTODIM-EDAS technique. The main novelties of this work are managed: 1) ExpTODIM and EDAS technique was extended to IFSs; 2) information entropy is employed to manage weight values under IFSs; 3) IFN-ExpTODIM-EDAS technique is founded to manage the MAGDM under IFSs; 4) numerical example for supervision effectiveness evaluation of SMS financial institutions in rural areas; and 5) some comparative analysis is employed to verify the IFN-ExpTODIM-EDAS technique.
引用
收藏
页码:147694 / 147708
页数:15
相关论文
共 98 条
[1]   Intuitionistic fuzzy interpretations of multi-criteria multi-person and multi-measurement tool decision making [J].
Atanassov, K ;
Pasi, G ;
Yager, R .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2005, 36 (14) :859-868
[2]   MORE ON INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1989, 33 (01) :37-45
[3]   OPERATORS OVER INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1994, 64 (02) :159-174
[4]   Algorithms for MAGDM with intuitionistic fuzzy sets and their application for evaluating the green technological innovation ability of the enterprises [J].
Bao, Jun .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (05) :9687-9707
[5]   State-Owned Enterprises' Reforms and their Implications for the Resilience and Vulnerability of the Chinese Economy: Evidence from the Banking, Energy and Telecom Sectors [J].
Cardinale, Roberto .
NETWORKS & SPATIAL ECONOMICS, 2022, 22 (03) :489-514
[6]   Generalized Intuitionistic Fuzzy Entropy on IF-MARCOS Technique in Multi-criteria Decision Making [J].
Chaurasiya, Rishikesh ;
Jain, Divya .
ADVANCES IN COMPUTING AND DATA SCIENCES, PT I, 2021, 1440 :592-603
[7]   HANDLING MULTICRITERIA FUZZY DECISION-MAKING PROBLEMS BASED ON VAGUE SET-THEORY [J].
CHEN, SM ;
TAN, JM .
FUZZY SETS AND SYSTEMS, 1994, 67 (02) :163-172
[8]  
Dai L, 2010, ADV INTEL SYS RES, V13, P947
[9]   Effect of deposit mobilization on the technical efficiency of rural saving and credit cooperatives: Evidence from Ethiopia [J].
Duguma, Girma Jirata ;
Han, Jiqin .
ANNALS OF PUBLIC AND COOPERATIVE ECONOMICS, 2021, 92 (04) :621-647
[10]   Effect of Deposit Mobilization on the Financial Sustainability of Rural Saving and Credit Cooperatives: Evidence from Ethiopia [J].
Duguma, Girma Jirata ;
Han, Jiqin .
SUSTAINABILITY, 2018, 10 (10)