Finite-time consensus of opinion dynamics and its applications to distributed optimization over digraph

X Shi, J Cao, G Wen, M Perc - IEEE transactions on cybernetics, 2018 - ieeexplore.ieee.org
In this paper, some efficient criteria for finite-time consensus of a class of nonsmooth opinion
dynamics over a digraph are established. The lower and upper bounds on the finite settling …

Consensus and polarization in Altafini's model with bidirectional time-varying network topologies

A Proskurnikov, A Matveev… - 53rd IEEE Conference on …, 2014 - ieeexplore.ieee.org
The mechanism of reaching consensus in multi-agent systems has been exhaustively
studied in recent years, motivated by numerous applications in engineering and science …

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 …

Modeling opinion dynamics: how the network enhances consensus

M Dolfin, M Lachowicz - Networks and Heterogeneous Media, 2015 - aimsciences.org
In this paper we analyze emergent collective phenomena in the evolution of opinions in a
society structured into few interacting nodes of a network. The presented mathematical …

An attitudinal consensus degree to control the feedback mechanism in group decision making with different adjustment cost

J Wu, Q Sun, H Fujita, F Chiclana - Knowledge-Based Systems, 2019 - Elsevier
This article aims to study the influence of the group attitude on the consensus reaching
process in group decision making (GDM). To do that, the attitudinal consensus index (ACI) is …

A minimum-cost consensus model in social networks derived from uncertain preferences

Z Gong, X Ma, W Guo, G Wei… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The influence of mutual interaction behaviors on the opinions and consensus process has
gradually emerged due to the information sharing in social networks. Currently, the cost of …

The undecided have the key: Interaction-driven opinion dynamics in a three state model

P Balenzuela, JP Pinasco, V Semeshenko - PloS one, 2015 - journals.plos.org
The effects of interpersonal interactions on individual's agreements result in a social
aggregation process which is reflected in the formation of collective states, as for instance …

Dynamics of opinion formation under majority rules on complex social networks

VX Nguyen, G Xiao, XJ Xu, Q Wu, CY Xia - Scientific reports, 2020 - nature.com
We study opinion dynamics on complex social networks where each individual holding a
binary opinion on a certain subject may change her/his mind to match the opinion of the …

Consensus reaching process with noncooperative behaviors in large-scale group social network environment

X You, F Hou, F Chiclana - Applied Soft Computing, 2023 - Elsevier
Large-scale group decision-making (LSGDM) problems have drawn general attention from
scholars. The distribution linguistic preference relation (DLPR) is a flexible and practical tool …

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 …