Minimum cost consensus model for CRP-driven preference optimization analysis in large-scale group decision making using Louvain algorithm

J Qin, M Li, Y Liang - Information Fusion, 2022 - Elsevier
Large-scale group decision-making problems based on social network analysis and
minimum cost consensus models (MCCMs) have recently attracted considerable attention …

[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 …

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 …

Consensus reaching mechanism with parallel dynamic feedback strategy for large-scale group decision making under social network analysis

YJ Zhou, M Zhou, XB Liu, BY Cheng… - Computers & Industrial …, 2022 - Elsevier
With the scale of group decision making increasing, it is a crucial issue to get the utmost of
collective intelligence for seeking the optimal solution. In this study, we propose an …

Comprehensive minimum cost models for large scale group decision making with consistent fuzzy preference relations

RM Rodríguez, Á Labella, B Dutta, L Martínez - Knowledge-Based Systems, 2021 - Elsevier
Nowadays, society demands group decision making (GDM) problems that require the
participation of a large number of experts, so-called large scale group decision making (LS …

Social network-driven bi-level minimum cost consensus model for large-scale group decision-making: A perspective of structural holes

J Qin, D Wang, Y Liang - Information Sciences, 2023 - Elsevier
Large-scale group decision-making (LSGDM) in a social network environment requires the
collaborative consideration of large-scale decision-makers, social network structure, and …

Large-scale three-way group consensus decision considering individual competition behavior in social networks

D Liang, W Duan - Information Sciences, 2023 - Elsevier
In social networks, decision makers of group decision-making (GDM) can have interactive
behaviors with different individual relationships. With large-scale group participation …

[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 minimum adjustment consensus framework with compromise limits for social network group decision making under incomplete information

Y Yuan, D Cheng, Z Zhou - Information Sciences, 2021 - Elsevier
In consensus-based social network group decision making (SN-GDM) problems, experts
tend to refuse modifications if they exceed the limit of their maximum compromise, which …

Consensus modeling with nonlinear utility and cost constraints: A case study

Z Gong, X Xu, L Li, C Xu - Knowledge-Based Systems, 2015 - Elsevier
In complex group decision making (GDM), reaching a consensus needs both the adequate
communication and exchange between the individual decision makers (DMs) and the input …