A new consensus model for group decision making problems with non-homogeneous experts

IJ Pérez, FJ Cabrerizo, S Alonso… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In the literature, we find that the consensus models proposed for group decision making
problems are guided by consensus degrees and/or similarity measures and/or consistency …

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 …

Consensus reaching with two-stage minimum adjustments in multi-attribute group decision making: A method based on preference-approval structure and prospect …

J Long, H Liang, L Gao, Z Guo, Y Dong - Computers & Industrial …, 2021 - Elsevier
This study presents a novel consensus reaching method for multi-attribute group decision
making (MAGDM) problems with preference-approval structures in prospect theory. In this …

Managing experts behavior in large-scale consensus reaching processes with uninorm aggregation operators

FJ Quesada, I Palomares, L Martinez - Applied Soft Computing, 2015 - Elsevier
In many real-life large scale group decision making problems, it can be necessary and
convenient a consensus reaching process, which is an iterative procedure aimed at seeking …

A comparative study on consensus measures in group decision making

MJ del Moral, F Chiclana, JM Tapia… - … Journal of Intelligent …, 2018 - Wiley Online Library
Decision situations in which several individual are involved are known as group decision‐
making (GDM) problems. In such problems, each member of the group, recognizing the …

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 convergence in large-group social network environment: Coordination between trust relationship and opinion similarity

Z Du, S Yu, H Luo, X Lin - Knowledge-Based Systems, 2021 - Elsevier
Group decision-making (GDM) in large-group social network environment (LGSNE) has
attracted considerable attention in the field of decision science. Social relationships exist …

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 …

Threshold-based value-driven method to support consensus reaching in multicriteria group sorting problems: a minimum adjustment perspective

Z Li, Z Zhang - IEEE Transactions on Computational Social …, 2023 - ieeexplore.ieee.org
In multicriteria group decision-making (MCGDM) problems, there exist the situations that
alternatives need to be assigned to several predefined ordered categories rather than be …

A statistical comparative study of different similarity measures of consensus in group decision making

F Chiclana, JMT García, MJ del Moral… - Information …, 2013 - Elsevier
An essential aim in group decision making (GDM) problems is to achieve a high level of
consensus among experts. Consensus is defined as general or widespread agreement, and …