Mean-field limit for the stochastic Vicsek model
  We consider the continuous version of the Vicsek model with noise, proposed as a model for collective behavior of individuals with a fixed speed. We rigorously derive the kinetic mean-field partial differential equation satisfied when the number N of particles tends to infinity, quantifying the convergence of the law of one particle to the solution of the PDE. For this we adapt a classical coupling argument to the present case in which both the particle system and the PDE are defined on a surface rather than on the whole space. As part of the study we give existence and uniqueness results for both the particle system and the PDE. 
Fran\c{c}ois Bolley, Jos\'e A. Ca\~nizo, Jos\'e A. Carrillo
math.PR math.AP