Adaptive consensus reaching process with hybrid strategies for large-scale group decision making

M Tang, H Liao, J Xu, D Streimikiene… - European Journal of …, 2020 - Elsevier
Large-scale group decision making, which involves dozens to hundreds of experts, is
attracting increasing attention and has become an important topic in the field of decision …

A hierarchical consensus reaching process for group decision making with noncooperative behaviors

M Tang, H Liao, X Mi, B Lev, W Pedrycz - European Journal of Operational …, 2021 - Elsevier
With the development of technological and societal paradigms, we witness a trend where a
large number of experts participate in decision-making processes, and large-scale group …

[HTML][HTML] Consensus reaching process in large-scale group decision making based on bounded confidence and social network

Y Li, G Kou, G Li, Y Peng - European Journal of Operational Research, 2022 - Elsevier
Consensus reaching process (CRP) is a dynamic and interactive method used to reach a
group decision. Now that social networks and mobile internet are prominent features in daily …

A consensus model to detect and manage noncooperative behaviors in large-scale group decision making

I Palomares, L Martinez… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Consensus reaching processes in group decision making attempt to reach a mutual
agreement among a group of decision makers before making a common decision. Different …

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 …

Balance dynamic clustering analysis and consensus reaching process with consensus evolution networks in large-scale group decision making

T Wu, X Liu, J Qin, F Herrera - IEEE Transactions on Fuzzy …, 2019 - ieeexplore.ieee.org
Large-scale group decision-making (LSGDM) solution is usually based on the clustering
analysis process (CAP) and consensus reaching process (CRP). However, CAP and CRP …

Consensus efficiency in group decision making: A comprehensive comparative study and its optimal design

H Zhang, Y Dong, F Chiclana, S Yu - European Journal of Operational …, 2019 - Elsevier
Consensus reaching processes (CRPs) aim to help decision-makers achieve agreement
regarding the solution to a common decision problem, and consequently play an …

A two-stage adaptive consensus reaching model by virtue of three-way clustering for large-scale group decision making

Y Shen, X Ma, J Zhan - Information Sciences, 2023 - Elsevier
As digitalization advances and societal patterns evolve, an increasing number of experts are
becoming integral to the decision-making process. The realm of large-scale group decision …

A large-scale group decision-making model with no consensus threshold based on social network analysis

X Liang, J Guo, P Liu - Information Sciences, 2022 - Elsevier
Recently, large-scale group decision-making in the social network context has become an
attractive research hotspot in decision science. The focus of large-scale group decision …

Confidence consensus-based model for large-scale group decision making: A novel approach to managing non-cooperative behaviors

X Xu, Z Du, X Chen, C Cai - Information Sciences, 2019 - Elsevier
Because of the complexity of real-world problems, large-scale group decision making has
become a research topic of great interest in the field of decision science. Differences of …