Large-scale group decision making;
Consensus reaching process;
Noncooperative behavior;
Intuitionistic fuzzy number;
Dynamic clustering;
SOCIAL NETWORK;
REACHING PROCESS;
D O I:
10.1016/j.asoc.2023.110944
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
In recent years, different feedback mechanisms have been reported in many consensus models to improve de-cision levels. However, the improvement of decision level often leads to the reduction of decision efficiency, which has been rarely considered in existing consensus models. This paper proposes an adaptive consensus model consisting of automatic strategy and interactive strategy, which are implemented in different consensus stages to balance decision efficiency and decision level. In addition, the behavior diversity of decision makers (DMs) is often unavoidable, such as noncooperative behavior, which brings greater complexity to the consensus reaching. Meanwhile, cooperative behavior is usually accompanied by compromise behavior. Considering that the compromise behavior of DMs will change subgroup structure, dynamic cluster analysis is performed in the consensus reaching process. On the premise of dynamic clustering, the traditional weight penalty mechanism will fail to manage the noncooperative behaviors of subgroups. To this end, this paper proposes a new penalty mechanism. The proposed adaptive consensus model is applied to the selection of cities for establishing the freight hub. Finally, some numerical simulations and comparative analyses are presented to verify the effec-tiveness of the proposed model.
机构:
Donghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
Xi An Jiao Tong Univ, Sch Management, Xian 710049, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
Cheng, Dong
Cheng, Faxin
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Univ, Sch Management, Zhenjiang 212013, Jiangsu, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
Cheng, Faxin
Zhou, Zhili
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Management, Xian 710049, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
Zhou, Zhili
Wu, Yong
论文数: 0引用数: 0
h-index: 0
机构:
Donghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
机构:
Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Beijing Inst Technol, Sch Management & Econ, Beijing, Peoples R China
Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Granada, SpainTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Ding, Ru-Xi
Palomares, Ivan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bristol, Sch Comp Sci, Bristol, Avon, England
Alan Turing Inst, London, EnglandTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Palomares, Ivan
Wang, Xueqing
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R ChinaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Wang, Xueqing
Yang, Guo-Rui
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R ChinaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Yang, Guo-Rui
Liu, Bingsheng
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Chongqing Univ, Sch Publ Affairs, Chongqing, Peoples R ChinaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Liu, Bingsheng
Dong, Yucheng
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, Business Sch, Chengdu, Peoples R ChinaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Dong, Yucheng
Herrera-Viedma, Enrique
论文数: 0引用数: 0
h-index: 0
机构:
Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Granada, Spain
King Abdulaziz Univ, Dept Elect & Comp Engn, Fac Engn, Jeddah, Saudi ArabiaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Herrera-Viedma, Enrique
Herrera, Francisco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Granada, Spain
King Abdulaziz Univ, Fac Comp & Informat Technol, Jeddah, Saudi ArabiaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
机构:
Sichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R ChinaSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
Dong, Yucheng
Zhao, Sihai
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R ChinaSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
Zhao, Sihai
Zhang, Hengjie
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, Business Sch, Nanjing 211100, Jiangsu, Peoples R ChinaSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
Zhang, Hengjie
Chiclana, Francisco
论文数: 0引用数: 0
h-index: 0
机构:
De Montfort Univ, Ctr Computat Intelligence, Fac Technol, Leicester LE1 9BH, Leics, EnglandSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
Chiclana, Francisco
Herrera-Viedma, Enrique
论文数: 0引用数: 0
h-index: 0
机构:
Univ Granada, Dept Comp Sci & Artificial Intelligence, Granada 18010, Spain
King Abdulaziz Univ, Dept Elect & Comp Engn, Fac Engn, Jeddah 21589, Saudi ArabiaSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
机构:
Donghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
Xi An Jiao Tong Univ, Sch Management, Xian 710049, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
Cheng, Dong
Cheng, Faxin
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Univ, Sch Management, Zhenjiang 212013, Jiangsu, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
Cheng, Faxin
Zhou, Zhili
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Management, Xian 710049, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
Zhou, Zhili
Wu, Yong
论文数: 0引用数: 0
h-index: 0
机构:
Donghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R ChinaDonghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
机构:
Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Beijing Inst Technol, Sch Management & Econ, Beijing, Peoples R China
Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Granada, SpainTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Ding, Ru-Xi
Palomares, Ivan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bristol, Sch Comp Sci, Bristol, Avon, England
Alan Turing Inst, London, EnglandTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Palomares, Ivan
Wang, Xueqing
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R ChinaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Wang, Xueqing
Yang, Guo-Rui
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R ChinaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Yang, Guo-Rui
Liu, Bingsheng
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Chongqing Univ, Sch Publ Affairs, Chongqing, Peoples R ChinaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Liu, Bingsheng
Dong, Yucheng
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, Business Sch, Chengdu, Peoples R ChinaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Dong, Yucheng
Herrera-Viedma, Enrique
论文数: 0引用数: 0
h-index: 0
机构:
Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Granada, Spain
King Abdulaziz Univ, Dept Elect & Comp Engn, Fac Engn, Jeddah, Saudi ArabiaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
Herrera-Viedma, Enrique
Herrera, Francisco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Granada, Spain
King Abdulaziz Univ, Fac Comp & Informat Technol, Jeddah, Saudi ArabiaTianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
机构:
Sichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R ChinaSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
Dong, Yucheng
Zhao, Sihai
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R ChinaSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
Zhao, Sihai
Zhang, Hengjie
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, Business Sch, Nanjing 211100, Jiangsu, Peoples R ChinaSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
Zhang, Hengjie
Chiclana, Francisco
论文数: 0引用数: 0
h-index: 0
机构:
De Montfort Univ, Ctr Computat Intelligence, Fac Technol, Leicester LE1 9BH, Leics, EnglandSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
Chiclana, Francisco
Herrera-Viedma, Enrique
论文数: 0引用数: 0
h-index: 0
机构:
Univ Granada, Dept Comp Sci & Artificial Intelligence, Granada 18010, Spain
King Abdulaziz Univ, Dept Elect & Comp Engn, Fac Engn, Jeddah 21589, Saudi ArabiaSichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China