Adaptive consensus-based model for heterogeneous large-scale group decision-making: detecting and managing noncooperative behaviors

ZP Tian, RX Nie, JQ Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Large-scale group decision-making (LSGDM), which involves dozens to hundreds of
decision-makers (DMs), is attracting extensive attention and has become an interesting and …

A self-confidence and leadership based feedback mechanism for consensus of group decision making with probabilistic linguistic preference relation

X You, F Hou - Information Sciences, 2022 - Elsevier
There are usually multiple stakeholders involved in a group decision-making (GDM)
problem. The probabilistic linguistic preference relation (PLPR) is an effective tool to …

Democratic consensus reaching process for multi-person multi-criteria large scale decision making considering participants' individual attributes and concerns

X Liu, Y Xu, Z Gong, F Herrera - Information Fusion, 2022 - Elsevier
Consensus reaching is a key issue in group decision-making, because conflicts of interest
among groups are common. Democratic consensus refers to achieve a soft consensus …

Consensus reaching based on social influence evolution in group decision making

Y Zhang, X Chen, W Pedrycz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A key issue in social network group decision making (SNGDM) is to determine the weights
(ie, social influences) of individuals. Notably, in some SNGDM scenarios, the social …

A consensus model to manage the non-cooperative behaviors of individuals in uncertain group decision making problems during the COVID-19 outbreak

X Li, H Liao, Z Wen - Applied Soft Computing, 2021 - Elsevier
The COVID-19 pandemic has brought lots of losses to the global economy. Within the
context of COVID-19 outbreak, many emergency decision-making problems with uncertain …

A consensus model for group decision-making with personalized individual self-confidence and trust semantics: A perspective on dynamic social network interactions

X Liu, Y Zhang, Y Xu, M Li, E Herrera-Viedma - Information Sciences, 2023 - Elsevier
Natural language could be a common method for individuals to specific social relationships
or self-evaluation (ie, assured or unconfident). Hence, it is important to contemplate …

A trust propagation and collaborative filtering based method for incomplete information in social network group decision making with type-2 linguistic trust

J Wu, J Chang, Q Cao, C Liang - Computers & Industrial Engineering, 2019 - Elsevier
A theoretical framework to deal with incomplete preference information in social network
group decision making (SN-GDM) is put forward. Firstly, the concept of the type-2 linguistic …

Dynamic subgroup-quality-based consensus in managing consistency, nearness, and evenness quality indices for large-scale group decision making under hesitant …

M Tang, H Liao, X Mi, X Xu… - Journal of the Operational …, 2021 - Taylor & Francis
With the increasing complexity of decision-making environment and the development of
societal demands, large-scale group decision making (LSGDM) has become a hot topic in …

Consensus model based on probability k-means clustering algorithm for large scale group decision making

Q Liu, H Wu, Z Xu - International Journal of Machine Learning and …, 2021 - Springer
Nowadays, the increasing complexity of the social environment brings much difficulty in
group decision making. The more uncertainty exists in a decision-making problem, the more …

Consensus reaching process with multiobjective optimization for large-scale group decision making with cooperative game

P Wu, F Li, J Zhao, L Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Large-scale group decision making (LSGDM) is a common decision-making activity in which
experts elicit their preferences through preference relations with consistencies based on …