Local weak convergence for sparse networks of interacting processes
Local weak convergence for sparse networks of interacting processes
We study the limiting behavior of interacting particle systems indexed by large sparse graphs, which evolve either according to a discrete time Markov chain or a diffusion, in which particles interact directly only with their nearest neighbors in the graph. To encode sparsity we work in the framework of local …