Stochastic Analysis and Applications · 2007 · 31 citations · 13 references
EngineeringMathematicsProbability TheoryQueuing TheoryStochastic ProcessesBirth-death ProcessesMarkov ProcessesQueueing ProcessesQueueing SystemsQueueing TheoryStationary ProcessesFinite-state ProcessesQuasi-birth-death ProcessesStochastic Birth-death Processes
Abstract In this article, we present a solution to a class of Quasi-Birth-and-Death processes with finite state space and show that the stationary probability vector has a matrix geometric representation. We show that such models have a level-dependent rate matrix. The corresponding rate matrix is given explicitly in terms of the model parameters. The resulting closed-form expression is proposed as a basis for efficient calculation of the stationary probabilities. The method proposed in this article can be applied to several queueing systems.
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Matrix-geometric solutions in stochastic models
Gian‐Carlo Rota · Advances in Mathematics · 1985 · 880 citations