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On the Computation of Dynamic User Equilibrium in the Multiclass Transient Fluid Queue

Published: 20 March 2018 Publication History

Abstract

We consider the arrival timing problem faced by multiclass strategic customers to a single queue. The customers sensitivities to delay as well as service completion time preferences may be heterogeneous and the latter may vary non linearly with time. This captures many realistic settings where customers have preferences on when to arrive at a queue. We consider a fluid setup, so each customer is a point in a continuum and service rate is deterministic. This problem has been well studied in the transportation literature as the bottleneck model and the equilibrium customer arrival profile is shown to uniquely exist using intricate fixed point arguments. We develop a simple, elegant and geometrically insightful iterative method to arrive at this equilibrium profile, and provide an equally simple uniqueness proof. Further, under somewhat stringent assumptions, we arrive at the rate of convergence of the proposed algorithm. The simple geometric proof allows easy incorporation of useful extensions - to illustrate, we consider time varying service rates where the equilibrium profile is easily computed. Further, our results easily extend to the case of customers balking when their costs are above a class dependent threshold.

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    cover image ACM SIGMETRICS Performance Evaluation Review
    ACM SIGMETRICS Performance Evaluation Review  Volume 45, Issue 3
    December 2017
    253 pages
    ISSN:0163-5999
    DOI:10.1145/3199524
    Issue’s Table of Contents
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 20 March 2018
    Published in SIGMETRICS Volume 45, Issue 3

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