ABSTRACT
In this chapter, we give a brief exposition of the modern mathematical theory that is useful for the analysis of the asymptotic behavior of mean field particle models. We briefly discuss an original stochastic perturbation analysis of mean field particle models in terms of local sampling error propagations and backward semigroup techniques. We also present some exponential concentration inequalities that apply to general McKean particle models.
