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Adaptive control of service in queueing systems |
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| Authors: | Onsimo Hernndez-Lerma Steven I Marcus |
| Affiliation: | Departamento de Matemáticas, Centro de Investigación del I.P.N., Apartado Postal 14-740, 07000 México, D.F., Mexico;Department of Electrical Engineering, University of Texas at Austin, Austin, TX 78712, USA |
| Abstract: | We consider the service-rate selection problem in an M/G/1 queueing system with unknown arrival rate and average cost criterion. An optimal adaptive policy is determined using recently developed results on parameter estimation and adaptive control of semi-Markov processes. |
| Keywords: | Queueing systems with unknown parameters Service-rate selection problems Semi-Markov decision processes Average cost Parameter estimation Adaptive control |
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