A hybrid model of opinion dynamics with memory-based connectivity - LAAS - Laboratoire d'Analyse et d'Architecture des Systèmes Accéder directement au contenu
Article Dans Une Revue IEEE Control Systems Letters Année : 2020

A hybrid model of opinion dynamics with memory-based connectivity

Résumé

Given a social network where the individuals know the identity of the other members, we present a model of opinion dynamics where the connectivity among the individuals depends on both their current and past opinions. Thus, their interactions are not only based on the present states but also on their past relationships. The model is a multi-agent system with active or inactive pairwise interactions depending on auxiliary state variables filtering the instantaneous opinions, thereby taking the past experience into account. When an interaction is (de)activated, a jump occurs, leading to a hybrid model. The proven stability properties ensure that opinions converge to local agreements/clusters as time grows. Simulation results are provided to illustrate the theoretical guarantees.

Domaines

Automatique
Fichier principal
Vignette du fichier
revision7.pdf (632.9 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-02545383 , version 1 (17-04-2020)

Identifiants

Citer

Simone Mariano, Irinel-Constantin Morarescu, Romain Postoyan, Luca Zaccarian. A hybrid model of opinion dynamics with memory-based connectivity. IEEE Control Systems Letters, 2020, 4 (3), pp.644-649. ⟨10.1109/LCSYS.2020.2989077⟩. ⟨hal-02545383⟩
175 Consultations
255 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More