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The Impact of Worst-Case Deviations in Non-Atomic Network Routing Games

  • Pieter Kleer
  • Guido Schäfer
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9928)

Abstract

We introduce a unifying model to study the impact of worst-case latency deviations in non-atomic selfish routing games. In our model, latencies are subject to (bounded) deviations which are taken into account by the players. The quality deterioration caused by such deviations is assessed by the Deviation Ratio, i.e., the worst case ratio of the cost of a Nash flow with respect to deviated latencies and the cost of a Nash flow with respect to the unaltered latencies. This notion is inspired by the Price of Risk Aversion recently studied by Nikolova and Stier-Moses [9]. Here we generalize their model and results. In particular, we derive tight bounds on the Deviation Ratio for multi-commodity instances with a common source and arbitrary non-negative and non-decreasing latency functions. These bounds exhibit a linear dependency on the size of the network (besides other parameters). In contrast, we show that for general multi-commodity networks an exponential dependency is inevitable. We also improve recent smoothness results to bound the Price of Risk Aversion.

Keywords

Risk Aversion Latency Function Network Design Problem Deviation Ratio Congestion Game 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2016

Authors and Affiliations

  1. 1.Centrum Wiskunde & Informatica (CWI)Networks and Optimization GroupAmsterdamThe Netherlands
  2. 2.Department of Econometrics and Operations ResearchVrije Universiteit AmsterdamAmsterdamThe Netherlands

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