A hypercube queueing model embedded into a genetic algorithm for ambulance deployment on highways

A hypercube queueing model embedded into a genetic algorithm for ambulance deployment on highways

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Article ID: iaor2009448
Country: Netherlands
Volume: 157
Issue: 1
Start Page Number: 207
End Page Number: 224
Publication Date: Jan 2008
Journal: Annals of Operations Research
Authors: , ,
Keywords: heuristics: genetic algorithms, queues: applications
Abstract:

The hypercube is a well-known descriptive model for planning server-to-customer systems. In the present study we adapt this model to analyze Emergency Medical Systems on highways involving partial backup and multiple dispatching of ambulances. The modified model is then embedded into a genetic algorithm to optimize the configuration and operation of the system. By embedding the hypercube into a genetic algorithm, we can support decisions, such as determining the optimal districts for the system in order to optimize the mean performance measures.

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