An expectation maximization (EM) algorithm for platoon arrival processes in discrete time

An expectation maximization (EM) algorithm for platoon arrival processes in discrete time

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Article ID: iaor2006389
Country: Netherlands
Volume: 33
Issue: 5
Start Page Number: 535
End Page Number: 543
Publication Date: Sep 2005
Journal: Operations Research Letters
Authors: ,
Keywords: markov processes
Abstract:

The platoon arrival process (PAP), a special case of Markovian arrival process (MAP), occurs in several practical queueing systems. Developing procedures for estimating its parameters is essential in order to successfully use it for representing arrival processes in real systems. We present an EM-based procedure for estimating the parameters of a PAP.

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