Control of a single-server tandem queueing system with setups

Control of a single-server tandem queueing system with setups

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Article ID: iaor19991503
Country: United States
Volume: 46
Issue: 2
Start Page Number: 218
End Page Number: 230
Publication Date: Mar 1998
Journal: Operations Research
Authors: , ,
Keywords: control processes, markov processes
Abstract:

This paper considers the control of a single-server tandem queueing system with setups. Jobs arrive to the system according to a Poisson process and are produced to order. A single server must perform a number of different operations on each job. There is a setup time for the server to switch between different operations. We assume that there is a holding cost at each operation, which is nondecreasing in operation number (i.e., as value is added to a job, it becomes more expensive to hold). The control problem is to decide which job the server should process at each point in time. We formulate this control problem as a Markov-Decision Process. We partially characterize the optimal policy, develop an exact analysis of exhaustive and gated polling policies, and develop an effective heuristic policy. The results of a simulation study, which tests the performance of the policies considered, are reported. These computational results indicate that our heuristic is effective for a wide variety of cases.

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