Interval-valued hesitant fuzzy sets;
Consensus reaching process;
EVR-OWA operator;
Multi-criteria group decision-making;
GROUP DECISION-MAKING;
AGGREGATION;
MODEL;
OPERATORS;
D O I:
10.1016/j.cie.2022.108971
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
This paper introduces a consensus reaching process (CRP) able to smooth disagreements between the experts who participate in a multi-criteria group decision-making problem in order to obtain a solution in which experts agree. To deal with the lack of information and uncertainty inherent in this type of problems, the experts' preferences are modeled by means of interval-valued hesitant fuzzy sets (IVHFS), which allow both representing uncertainty and any doubts experts may have when giving their assessments over the alternatives. The proposal makes use of an extension of the ordered weight averaging operator under an IVHFS which performs aggregations reasonably. In addition, the CRP incorporates a feedback mechanism that provides precise and individual suggestions to the experts for increasing the level of agreement within the group. Finally, the proposal is validated by solving a practical study related to the selection of renewable energies in China under several scenarios.
机构:
Cent S Univ, Sch Business, Changsha 410083, Peoples R China
Qingdao Technol Univ, Sch Management, Qingdao 266520, Peoples R ChinaCent S Univ, Sch Business, Changsha 410083, Peoples R China
Meng, Fanyong
Wang, Chen
论文数: 0引用数: 0
h-index: 0
机构:
Qingdao Technol Univ, Sch Management, Qingdao 266520, Peoples R ChinaCent S Univ, Sch Business, Changsha 410083, Peoples R China
Wang, Chen
Chen, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Business, Changsha 410083, Peoples R ChinaCent S Univ, Sch Business, Changsha 410083, Peoples R China
Chen, Xiaohong
Zhang, Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R ChinaCent S Univ, Sch Business, Changsha 410083, Peoples R China
机构:
Ho Chi Minh City Univ Technol, Fac Informat Technol, Ho Chi Minh City, Vietnam
Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Granada, Spain
Iwate Prefectural Univ, Fac Software & Informat Sci, Takizawa, Iwate 0200693, JapanNanjing Univ Informat Sci & Technol, Sch Management Sci & Engn, 219 Ningliu Rd, Nanjing 210044, Jiangsu, Peoples R China
Fujita, Hamido
Zhang, Xiaodan
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Guanghua Management Sch, Beijing 100871, Peoples R ChinaNanjing Univ Informat Sci & Technol, Sch Management Sci & Engn, 219 Ningliu Rd, Nanjing 210044, Jiangsu, Peoples R China
机构:
Cent S Univ, Sch Business, Changsha 410083, Peoples R China
Qingdao Technol Univ, Sch Management, Qingdao 266520, Peoples R ChinaCent S Univ, Sch Business, Changsha 410083, Peoples R China
Meng, Fanyong
Wang, Chen
论文数: 0引用数: 0
h-index: 0
机构:
Qingdao Technol Univ, Sch Management, Qingdao 266520, Peoples R ChinaCent S Univ, Sch Business, Changsha 410083, Peoples R China
Wang, Chen
Chen, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Business, Changsha 410083, Peoples R ChinaCent S Univ, Sch Business, Changsha 410083, Peoples R China
Chen, Xiaohong
Zhang, Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R ChinaCent S Univ, Sch Business, Changsha 410083, Peoples R China
机构:
Ho Chi Minh City Univ Technol, Fac Informat Technol, Ho Chi Minh City, Vietnam
Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Granada, Spain
Iwate Prefectural Univ, Fac Software & Informat Sci, Takizawa, Iwate 0200693, JapanNanjing Univ Informat Sci & Technol, Sch Management Sci & Engn, 219 Ningliu Rd, Nanjing 210044, Jiangsu, Peoples R China
Fujita, Hamido
Zhang, Xiaodan
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Guanghua Management Sch, Beijing 100871, Peoples R ChinaNanjing Univ Informat Sci & Technol, Sch Management Sci & Engn, 219 Ningliu Rd, Nanjing 210044, Jiangsu, Peoples R China