Cooperating stochastic automata: Approximate lumping an reversed process

Abstract

The paper aims at defining a novel procedure for approximating the steady-state distribution of cooperating stochastic models using a component-wise lumping. Differently from previous approaches, we consider also the possibility of lumping the reversed processes of the cooperating components and show the benefits of this approach in a case study. © 2013 Springer-Verlag London.