Throughput maximization of queueing networks with simultaneous minimization of service rates and buffers.
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2012
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Throughput maximization of queueing networks with simultaneous minimization of service rates and buffers The throughput of an acyclic, general-service time queueing network was optimized, and the total number of buffers and the overall service r ate w as reduced. To satisfy t hese conflicting objectives, a multiobjective genetic algorithm w as developed and employed. Thus, our method produced a set of efficient solutions f or more than one objective in t he objective f unction. A comprehensive set of computational experiments w as conducted to determine t he efficacy and efficiency of the proposed approach. Interesting insights obtained from the analysis of a complex network may assist practitioners in planning general-service queueing networks.
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CRUZ, F. R. B. et al. Throughput maximization of queueing networks with simultaneous minimization of service rates and buffers. Mathematical Problems in Engineering, v. 2012, p. 1-19, 2012. Disponível em: <http://downloads.hindawi.com/journals/mpe/2012/692593.pdf>. Acesso em: 22 out. 2012.