Throughput maximization of queueing networks with simultaneous minimization of service rates and buffers (Q1955082)
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scientific article; zbMATH DE number 6173487
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Throughput maximization of queueing networks with simultaneous minimization of service rates and buffers |
scientific article; zbMATH DE number 6173487 |
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Throughput maximization of queueing networks with simultaneous minimization of service rates and buffers (English)
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11 June 2013
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Summary: 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.
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