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Heuristics for the optimal routing of customers in queueing systems with heterogeneous service stations

Research output: Contribution to conference - Without ISBN/ISSN Abstract

Published
Publication date2014
<mark>Original language</mark>English
EventIFORS 2014 - Barcelona, Spain
Duration: 13/07/201418/07/2014

Conference

ConferenceIFORS 2014
CountrySpain
CityBarcelona
Period13/07/1418/07/14

Abstract

The problem of routing customers to parallel heterogeneous service stations in such a way as to optimise a queueing system’s performance is known to be one for which optimal policies are difficult to characterise. The application of dynamic programming is impractical in problems of realistic size, and there is a need for effective heuristics to be developed. Some possible approaches to the problem include the development of indices for the stations similar to the Gittins indices for multi-armed bandit problems, and simulation-based methods including those based on artificial neural networks.