Service and capacity allocation in M/G/c/c state-dependent queueing networks

Service and capacity allocation in M/G/c/c state-dependent queueing networks

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Article ID: iaor20061028
Country: United Kingdom
Volume: 32
Issue: 6
Start Page Number: 1545
End Page Number: 1563
Publication Date: Jun 2005
Journal: Computers and Operations Research
Authors: , ,
Keywords: simulation: applications
Abstract:

The problem of service and capacity allocation in state-dependent M/G/c/c queueing networks is analyzed and algorithms are developed to compute the optimal allocation c. The model is applied to the modeling of pedestrian circulation systems and basic series, merge, and split topologies are examined. Also of interest are applications to problems of evacuation planning in buildings. Computational experiments assert the algorithm's speed, robustness, and effectiveness. The results obtained indicate that the pattern of the optimal capacity surprisingly repeats over different topologies and it is also heavily dependent upon the arrival rate. Additional computational simulation results are provided to show the accuracy of the approach in all configurations tested.

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