A necessary condition for weak lumpability in finite Markov processes

A necessary condition for weak lumpability in finite Markov processes

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Article ID: iaor1994694
Country: Netherlands
Volume: 13
Issue: 3
Start Page Number: 165
End Page Number: 168
Publication Date: Apr 1993
Journal: Operations Research Letters
Authors:
Abstract:

Under certain conditions, the state space of a homogeneous Markov process can be partitioned to construct an aggregated Markovian process. However, the verification of these conditions requires expensive computations. This note exposes a necessary condition for having a Markovian aggregated process. This condition is based on properties of the eigenvalues of certain submatrices of the transition rate matrix of the original Markov process.

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