Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372
Opinion dynamics in multi-agent systems under proportional updating and any-to-any influence - MaRDI portal

Opinion dynamics in multi-agent systems under proportional updating and any-to-any influence (Q2216012)

From MaRDI portal





scientific article
Language Label Description Also known as
English
Opinion dynamics in multi-agent systems under proportional updating and any-to-any influence
scientific article

    Statements

    Opinion dynamics in multi-agent systems under proportional updating and any-to-any influence (English)
    0 references
    0 references
    0 references
    0 references
    15 December 2020
    0 references
    This paper studies an agent-based opinion dynamics for all to all communication. A group of \(n\) agents belong to \(c\) classes. The number of agents in class \(i\) is \(n_i\) with \(n=\sum_{i=1}^cn_i\). If the agent \(j\) is in the class \(i\), its opinion is denoted by \(v_{ij}\in[-1,1]\). The coefficient \(\gamma_{kl}\in[0,1]\) describes the intensity of interaction between classes with \(1\le k,l\le c\). The system is given as \(v_{ij}(t+1)=v_{ij}(t)-\sum_{k=1,k\not=i}^c\gamma_{ik}\sum_{l=1}^{n_k}(v_{ij}(t)-v_{kl}(t)) +\gamma_{ii}\sum_{m=1,m\not=j}^{n_i}(v_{im}(t)-v_{ij}(t))\). By imposing some conditions on the coefficient \(\gamma_{kl}\), the authors obtain the closure property for this dynamical system. The paper shows that the opinion of each agent can converge in the long term for this model and provide the steady-state solution of the multiagent system. For the entire collection see [Zbl 1452.90001].
    0 references
    0 references
    agent-based models
    0 references
    opinion dynamics
    0 references
    social networks
    0 references

    Identifiers