This paper provides a mean field game theoretic interpretation of opinion dynamics and stubbornness. The model describes a crowd-seeking homogeneous population of agents, under the influence of one stubborn agent. The game takes on the form of two partial differential equations, the Hamilton-Jacobi-Bellman equation and the Kolmogorov-Fokker-Planck equation for the individual optimal response and the population evolution, respectively. For the game of interest, we establish a mean field equilibrium where all agents reach epsilon-consensus in a neighborhood of the stubborn agent's opinion.

Stella, L., Bagagiolo, F., Como, G., Bauso, D. (2013). Opinion dynamics and stubbornness through mean-field games. In 52nd IEEE Conference on Decision and Control (pp. 2519-2524).

Opinion dynamics and stubbornness through mean-field games

BAUSO, Dario
2013-01-01

Abstract

This paper provides a mean field game theoretic interpretation of opinion dynamics and stubbornness. The model describes a crowd-seeking homogeneous population of agents, under the influence of one stubborn agent. The game takes on the form of two partial differential equations, the Hamilton-Jacobi-Bellman equation and the Kolmogorov-Fokker-Planck equation for the individual optimal response and the population evolution, respectively. For the game of interest, we establish a mean field equilibrium where all agents reach epsilon-consensus in a neighborhood of the stubborn agent's opinion.
2013
978-1-4673-5717-3
Stella, L., Bagagiolo, F., Como, G., Bauso, D. (2013). Opinion dynamics and stubbornness through mean-field games. In 52nd IEEE Conference on Decision and Control (pp. 2519-2524).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/120200
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