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G-Réseaux dans un environnement aléatoire

Jean-Michel FourneauDominique Verchère — 2010

RAIRO - Operations Research

We study networks with positive and negative customers (or Generalized networks of queues and signals) in a random environment. This environment may change the arrival rates, the routing probabilities, the service rates and also the effect of signals. We prove that the steady-state distribution has a product form. This property is obtained as a corollary of a much more general result on multidimensional Markov chains.

Transforming stochastic matrices for stochastic comparison with the st-order

Tuğrul DayarJean-Michel FourneauNihal Pekergin — 2003

RAIRO - Operations Research - Recherche Opérationnelle

We present a transformation for stochastic matrices and analyze the effects of using it in stochastic comparison with the strong stochastic (st) order. We show that unless the given stochastic matrix is row diagonally dominant, the transformed matrix provides better st bounds on the steady state probability distribution.

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