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.
Cooperating stochastic automata: approximate lumping an reversed process
BALSAMO, Maria Simonetta;DEI ROSSI, Gian-Luca;MARIN, Andrea
2012-01-01
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.
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