Consensus model driven by interpretable rules in large-scale group decision making with optimal allocation of information granularity

B Zhang, Y Dong, W Pedrycz - IEEE Transactions on Systems …, 2022 - ieeexplore.ieee.org
In group decision making (GDM), consensus level is regarded as a critical criterion to
measure the effectiveness and availability of the final group decision solution. Consensus …

[HTML][HTML] Agent-based modelling approach for multidimensional opinion polarization in collective behaviour

J Li, R Xiao - Journal of Artificial Societies and Social …, 2017 - jasss.soc.surrey.ac.uk
Opinion polarization in a group is an important phenomenon in collective behaviour that has
become increasingly frequent during periods of social transition. In general, an opinion …

The interactive consensus reaching process with the minimum and uncertain cost in group decision making

Y Li, H Zhang, Y Dong - Applied Soft Computing, 2017 - Elsevier
The consensus model with the minimum cost (or minimum adjustments or minimum
information loss) is a powerful decision tool for consensus building in the group decision …

Cooperative game based two-stage consensus adjustment mechanism for large-scale group decision making

F Meng, J Tang, Q An - Omega, 2023 - Elsevier
Large-scale group decision making (LSGDM) is a powerful technology to deal with complex
decision problems. As decision makers (DMs) in LSGDM come from different fields with …

Managing consensus in balanced networks based on opinion and trust/distrust evolutions

Q Zha, X He, M Zhan, N Lang - Information Sciences, 2023 - Elsevier
Trust and distrust relationships are both common in social interactions of group decision
making (GDM). Traditionally, trust/distrust levels are fixed in the opinion evolution process …

Effects of heterogeneous convergence rate on consensus in opinion dynamics

C Huang, Q Dai, W Han, Y Feng, H Cheng… - Physica A: Statistical …, 2018 - Elsevier
The Deffuant model has attracted much attention in the study of opinion dynamics. Here, we
propose a modified version by introducing into the model a heterogeneous convergence …

A PSO-algorithm-based consensus model with the application to large-scale group decision-making

F Liu, J Zhang, T Liu - Complex & Intelligent Systems, 2020 - Springer
Group decision-making (GDM) implies a process of extracting wisdom from a group of
experts. In this study, a novel GDM model is proposed by applying the particle swarm …

Novel multidimensional models of opinion dynamics in social networks

SE Parsegov, AV Proskurnikov… - … on Automatic Control, 2016 - ieeexplore.ieee.org
Unlike many complex networks studied in the literature, social networks rarely exhibit
unanimous behavior, or consensus. This requires a development of mathematical models …

Bounded confidence opinion dynamics with opinion leaders and environmental noises

Y Zhao, L Zhang, M Tang, G Kou - Computers & Operations Research, 2016 - Elsevier
Opinion dynamics is a kind of collective decision-making process and focuses on the study
of evolution and formation of opinions within a human society. Particularly, bounded …

Network-based evidential three-way theoretic model for large-scale group decision analysis

Z Liu, X He, Y Deng - Information Sciences, 2021 - Elsevier
Social relationships are critical to the group decision-making (GDM) process, especially for
large-scale scenarios. Conventional GDM models have several drawbacks when applied to …