Stationary distributions for piecewise-deterministic Markov processes

Stationary distributions for piecewise-deterministic Markov processes

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Article ID: iaor1990640
Country: Israel
Volume: 27
Issue: 1
Start Page Number: 1
End Page Number: 7
Publication Date: Mar 1990
Journal: Journal of Applied Probability
Authors:
Abstract:

The paper shows that the problem of existence and uniqueness of stationary distributions for piecewise-deterministic Markov processes (PDPs) is equivalent to the same problem for the associated Markov chain, so long as some mild conditions on the parameters of the PDP are satisfied. The main result is the construction of an invertible mapping from the set of stationary distributions for the PDP to the set of stationary distributions for the Markov chain. Some sufficient conditions for existence are presented and an application to capacity expansion is given.

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