OASIcs.ATMOS.2009.2146.pdf
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On Assessing Robustness in Transportation Planning
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9th Workshop on Algorithmic Approaches for Transportation Modeling, Optimization, and Systems (ATMOS'09) (ATMOS 2009)
Series: Open Access Series in Informatics (OASIcs)
Conference: Symposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems (ATMOS) - License:
Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported license
- Publication Date: 2009-11-25
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Apostolos Bessas and Christos Zaroliagis. On Assessing Robustness in Transportation Planning. In 9th Workshop on Algorithmic Approaches for Transportation Modeling, Optimization, and Systems (ATMOS'09). Open Access Series in Informatics (OASIcs), Volume 12, pp. 1-16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)
https://doi.org/10.4230/OASIcs.ATMOS.2009.2146
https://doi.org/10.4230/OASIcs.ATMOS.2009.2146
Abstract
We consider a fundamental problem, called \emph{QoS-aware Multicommodity Flow},
for assessing robustness in transportation planning. It constitutes a
natural generalization of the weighted multicommodity flow problem, where
the demands and commodity values are elastic to the Quality-of-Service (QoS)
characteristics of the underlying network. The problem is also fundamental in
other domains beyond transportation planning. In this work, we provide an
extensive experimental study of two FPTAS for the QoS-aware Multicommodity
Flow Problem enhanced with several heuristics, and show the superiority of
a new heuristic we introduce here.
Keywords
- QoS-ware Multicommodity Flow
- Robust Planning
- Demand Elasticity
- Packing LP QoS-ware Multicommodity Flow
- Robust Planning
- Demand Elasticity
- Packing LP
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