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On Truncation of the Matrix-Geometric Stationary Distributions

Valeriy A. Naumov, Yuliya V. Gaidamaka and Konstantin E. Samouylov
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Valeriy A. Naumov: Service Innovation Research Institute, 00120 Helsinki, Finland
Yuliya V. Gaidamaka: Department of Applied Informatics and Probability, Peoples’ Friendship University of Russia (RUDN University), Miklukho-Maklaya St. 6, Moscow 117198, Russia
Konstantin E. Samouylov: Department of Applied Informatics and Probability, Peoples’ Friendship University of Russia (RUDN University), Miklukho-Maklaya St. 6, Moscow 117198, Russia

Mathematics, 2019, vol. 7, issue 9, 1-10

Abstract: In this paper, we study queueing systems with an infinite and finite number of waiting places that can be modeled by a Quasi-Birth-and-Death process. We derive the conditions under which the stationary distribution for a loss system is a truncation of the stationary distribution of the Quasi-Birth-and-Death process and obtain the stationary distributions of both processes. We apply the obtained results to the analysis of a semi-open network in which a customer from an external queue replaces a customer leaving the system at the node from which the latter departed.

Keywords: Quasi-Birth-and-Death process; matrix-geometric solution; truncated distribution (search for similar items in EconPapers)
JEL-codes: C (search for similar items in EconPapers)
Date: 2019
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