Consensus reaching process for traditional group decision making in view of the optimal adjustment mechanism

FY Meng, W Pedrycz, J Tang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Consensus reaching process (CRP) is a key topic in the area of group decision making
(GDM). When the consensus level is not high enough, it becomes necessary to adjust the …

[HTML][HTML] Consensus reaching for social network group decision making with ELICIT information: A perspective from the complex network

Z Hua, X Jing, L Martínez - Information Sciences, 2023 - Elsevier
Consensus reaching is essential in group decision-making (GDM) since it can mitigate
conflicts between expert opinions and promotes the further implementation of decision …

Minimum cost consensus model with altruistic preference

Y Liang, Y Ju, Y Tu, W Pedrycz, L Martínez - Computers & Industrial …, 2023 - Elsevier
The minimum cost consensus model (MCCM) aims at reaching group consensus for either
conflict or polarized opinions evaluated in group decision making. Decision makers (DMs) …

Opinion dynamics and minimum adjustment-driven consensus model for multi-criteria large-scale group decision making under a novel social trust propagation …

P Liu, Y Li, P Wang - IEEE Transactions on Fuzzy Systems, 2022 - ieeexplore.ieee.org
Compared with group decision making (GDM), it is more difficult to reach a consensus in
large-scale group decision making (LSGDM) owing to the large number of decision makers …

A two-stage consensus model for large-scale group decision-making considering dynamic social networks

L Li, S Jiao, Y Shen, B Liu, W Pedrycz, Y Chen, X Tang - Information Fusion, 2023 - Elsevier
Clustering and the feedback mechanism in a consensus reaching process (CRP) have been
regarded as two critical components when solving the large-scale group decision-making …

A maximum satisfaction consensus-based large-scale group decision-making in social network considering limited compromise behavior

Y Xu, H Xu - Information Sciences, 2024 - Elsevier
With the enrichment of social platforms, large-scale group decision-making (LSGDM) in
social networks has gradually taken shape. In practice, experts may show limited …

An optimization based consensus model in multiple attribute group decision making with individual bounded confidences

Q Zha, H Liang - … on Systems, Man and Cybernetics (SMC), 2019 - ieeexplore.ieee.org
Pursuing a consensus-based solution in group decision making has been widely studied.
However, most of the existing consensus models have overlooked one important issue, that …

Managing classification-based consensus in social network group decision making: An optimization-based approach with minimum information loss

J Xiao, X Wang, H Zhang - Information Fusion, 2020 - Elsevier
This study proposes a classification-based consensus framework in social network group
decision making, which aims to classify alternatives into several ordinal classes from best to …

A Feedback Mechanism With Unknown Bounded Confidence-Based Optimization Model for Consensus Reaching in Social Network Group Decision Making

X You, F Hou - IEEE Transactions on Systems, Man, and …, 2024 - ieeexplore.ieee.org
Various feedback mechanisms focus on bounded confidence in the consensus reaching
process (CRP) for group decision making (GDM) problems. However, confidence level from …

Consensus of large-scale group decision making in social network: the minimum cost model based on robust optimization

Y Lu, Y Xu, E Herrera-Viedma, Y Han - Information Sciences, 2021 - Elsevier
Recently, large-scale group decision making (LSGDM) in social network comes into being.
In the practical consensus of LSGDM, the unit adjustment cost of experts is difficult to obtain …