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Throughput Maximization of Queueing Networks with Simultaneous Minimization of Service Rates and Buffers

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  • F. R. B. Cruz
  • G. Kendall
  • L. While
  • A. R. Duarte
  • N. L. C. Brito

Abstract

The throughput of an acyclic, general-service time queueing network was optimized, and the total number of buffers and the overall service rate was reduced. To satisfy these conflicting objectives, a multiobjective genetic algorithm was developed and employed. Thus, our method produced a set of efficient solutions for more than one objective in the objective function. A comprehensive set of computational experiments was conducted to determine the 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.

Suggested Citation

  • F. R. B. Cruz & G. Kendall & L. While & A. R. Duarte & N. L. C. Brito, 2012. "Throughput Maximization of Queueing Networks with Simultaneous Minimization of Service Rates and Buffers," Mathematical Problems in Engineering, Hindawi, vol. 2012, pages 1-19, March.
    • Handle: RePEc:hin:jnlmpe:692593
    DOI: 10.1155/2012/692593
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