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Preprint 762-2002

Combinatorial Optimization & Graph Algorithms group (COGA-Preprints)

Title
Time-Expanded Graphs for Flow-Dependent Transit Times
Authors
Publication
Proceedings of the 10th Annual European Symposium on Algorithms (ESA'02); revised version
Classification
MSC:
primary: 90C27 Combinatorial optimization
secondary: 90B10 Network models, deterministic
90B20 Traffic problems
90C35 Programming involving graphs or networks
05C85 Graph algorithms
90C59 Approximation methods and heuristics
68W25 Approximation algorithms
68Q25 Analysis of algorithms and problem complexity
Keywords
Approximation algorithms, dynamic flow, flow over time, graph algorithms, network flow, routing, traffic models
Abstract
Motivated by applications in road traffic control, we study flows in networks featuring special characteristics. In contrast to classical static flow problems, time plays a decisive role. Firstly, there are transit times on the arcs of the network which specify the amount of time it takes for flow to travel through a particular arc; more precisely, flow values on arcs may change over time. Secondly, the transit time of an arc varies with the current amount of flow using this arc. Especially the latter feature is crucial for various real-life applications of flows over time; yet, it dramatically increases the degree of difficulty of the resulting optimization problems.
Most problems dealing with flows over time and constant transit times can be translated to static flow problems in time-expanded networks. We develop an alternative time-expanded network with flow-dependent transit times to which the whole algorithmic toolbox developed for static flows can be applied. Although this approach does not entirely capture the behavior of flows over time with flow-dependent transit times, we present approximation results which provide evidence of its surprising quality.
Source
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