Using Light Spanning Graphs for Passenger Assignment in Public Transport

Irene Heinrich, Olli Herrala, Philine Schiewe, Topias Terho

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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Abstract

In a public transport network a passenger’s preferred route from a point x to another point y is usually the shortest path from x to y. However, it is simply impossible to provide all the shortest paths of a network via public transport. Hence, it is a natural question how a lighter sub-network should be designed in order to satisfy both the operator as well as the passengers.We provide a detailed analysis of the interplay of the following three quality measures of lighter public transport networks: - building cost: the sum of the costs of all edges remaining in the lighter network, - routing costs: the sum of all shortest paths costs weighted by the demands, - fairness: compared to the original network, for each two points the shortest path in the new network should cost at most a given multiple of the shortest path in the original network. We study the problem by generalizing the concepts of optimum communication spanning trees (Hu, 1974) and optimum requirement graphs (Wu, Chao, and Tang, 2002) to generalized optimum requirement graphs (GORGs), which are graphs achieving the social optimum amongst all subgraphs satisfying a given upper bound on the building cost. We prove that the corresponding decision problem is NP-complete, even on orb-webs, a variant of grids which serves as an important model of cities with a center. For the case that the given network is a parametric city (cf. Fielbaum et. al., 2017) with a heavy vertex we provide a polynomial-time algorithm solving the GORG-problem. Concerning the fairness-aspect, we prove that light spanners are a strong concept for public transport optimization. We underpin our theoretical considerations with integer programming-based experiments that allow us to compare the fairness-approach with the routing cost-approach as well as passenger assignment approaches from the literature.
Original languageEnglish
Title of host publication23rd Symposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems, ATMOS 2023
EditorsDaniele Frigioni, Philine Schiewe
PublisherSchloss Dagstuhl - Leibniz-Zentrum für Informatik
Chapter2
Pages1-16
Number of pages16
ISBN (Electronic)978-3-95977-302-7
DOIs
Publication statusPublished - Sept 2023
MoE publication typeA4 Conference publication
EventSymposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems - Amsterdam, Netherlands
Duration: 7 Sept 20238 Sept 2023
Conference number: 23

Publication series

NameOpen Access Series in Informatics (OASIcs)
PublisherSchloss Dagstuhl - Leibniz-Zentrum für Informatik
Volume115
ISSN (Electronic)2190-6807

Conference

ConferenceSymposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems
Abbreviated titleATMOS
Country/TerritoryNetherlands
CityAmsterdam
Period07/09/202308/09/2023

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