A simple and general proof for the convergence of Markov processes to their mean-field limits


Mean-field models approximate large stochastic systems by simpler differential equations that are supposed to approximate the mean of the larger system. It is generally assumed that as the stochastic systems get larger (i.e., more people or particles), they converge to the meanfield models. Mean-field models are common in many fields, but their convergence… (More)