Integrating Resource Management in Service Network Design for Bike-Sharing Systems

Neumann-Saavedra BA, Crainic TG, Gendron B, Mattfeld DC, Römer M (2020)
Transportation Science 54(5): 1251-1271.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Autor*in
Neumann-Saavedra, Bruno Albert; Crainic, Teodor Gabriel; Gendron, Bernard; Mattfeld, Dirk Christian; Römer, MichaelUniBi
Abstract / Bemerkung
Station-based bike-sharing systems rely on bike redistribution to provide users with an adequate service level. We propose a novel formulation of service network design that coordinates redistribution decisions in space and time to plan regular master tours. This formulation explicitly integrates resource-management decisions by considering a limited redistribution budget to acquire and operate vehicles, as well as an accurate time representation of pickups and deliveries of bikes at stations. We propose a matheuristic relying on a neighborhood search scheme to find solutions of good quality for real-world-sized problem instances in reasonable time. To produce starting solutions, we propose a construction heuristic decomposing the daytime redistribution process into three sequential phases: determine pickups and deliveries, link pickups and deliveries into transport requests, and assign transport requests to master tours. We evaluate the operational performance of master tours with a discrete-event simulation approach. We show that master tours improve the level of service in bike-sharing systems with high and regular mobility patterns, for example, commuting activities.
Erscheinungsjahr
2020
Zeitschriftentitel
Transportation Science
Band
54
Ausgabe
5
Seite(n)
1251-1271
ISSN
0041-1655
eISSN
1526-5447
Page URI
https://pub.uni-bielefeld.de/record/2958397

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Neumann-Saavedra BA, Crainic TG, Gendron B, Mattfeld DC, Römer M. Integrating Resource Management in Service Network Design for Bike-Sharing Systems. Transportation Science. 2020;54(5):1251-1271.
Neumann-Saavedra, B. A., Crainic, T. G., Gendron, B., Mattfeld, D. C., & Römer, M. (2020). Integrating Resource Management in Service Network Design for Bike-Sharing Systems. Transportation Science, 54(5), 1251-1271. https://doi.org/10.1287/trsc.2019.0950
Neumann-Saavedra, B. A., Crainic, T. G., Gendron, B., Mattfeld, D. C., and Römer, M. (2020). Integrating Resource Management in Service Network Design for Bike-Sharing Systems. Transportation Science 54, 1251-1271.
Neumann-Saavedra, B.A., et al., 2020. Integrating Resource Management in Service Network Design for Bike-Sharing Systems. Transportation Science, 54(5), p 1251-1271.
B.A. Neumann-Saavedra, et al., “Integrating Resource Management in Service Network Design for Bike-Sharing Systems”, Transportation Science, vol. 54, 2020, pp. 1251-1271.
Neumann-Saavedra, B.A., Crainic, T.G., Gendron, B., Mattfeld, D.C., Römer, M.: Integrating Resource Management in Service Network Design for Bike-Sharing Systems. Transportation Science. 54, 1251-1271 (2020).
Neumann-Saavedra, Bruno Albert, Crainic, Teodor Gabriel, Gendron, Bernard, Mattfeld, Dirk Christian, and Römer, Michael. “Integrating Resource Management in Service Network Design for Bike-Sharing Systems”. Transportation Science 54.5 (2020): 1251-1271.

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