Two-stage stochastic approximation for dynamic rebalancing of shared mobility systems

J Warrington, D Ruchti - Transportation Research Part C: Emerging …, 2019 - Elsevier
Mobility systems featuring shared vehicles are often unable to serve all potential customers,
as the distribution of demand does not coincide with the positions of vehicles at any given …

A dynamic approach to rebalancing bike-sharing systems

F Chiariotti, C Pielli, A Zanella, M Zorzi - Sensors, 2018 - mdpi.com
Bike-sharing services are flourishing in Smart Cities worldwide. They provide a low-cost and
environment-friendly transportation alternative and help reduce traffic congestion. However …

Data-driven rebalancing methods for bike-share systems

D Freund, A Norouzi-Fard, A Paul, C Wang… - Analytics for the sharing …, 2020 - Springer
As bike-share systems expand in urban areas, the wealth of publicly available data has
drawn researchers to address the novel operational challenges these systems face. One key …

Rebalancing docked bicycle sharing system with approximate dynamic programming and reinforcement learning

YH Seo, DK Kim, S Kang, YJ Byon… - Journal of Advanced …, 2022 - Wiley Online Library
The bicycle, an active transportation mode, has received increasing attention as an
alternative in urban environments worldwide. However, effectively managing the stock levels …

A survey of models and algorithms for optimizing shared mobility

A Mourad, J Puchinger, C Chu - Transportation Research Part B …, 2019 - Elsevier
The rise of research into shared mobility systems reflects emerging challenges, such as
rising traffic congestion, rising oil prices and rising environmental concern. The operations …

Analytics and bikes: Riding tandem with motivate to improve mobility

D Freund, SG Henderson… - … Journal on Applied …, 2019 - pubsonline.informs.org
Bike-sharing systems are now ubiquitous across the United States. We have worked with
Motivate, the operator of the systems in, for example, New York, Chicago, and San …

Dynamic redeployment to counter congestion or starvation in vehicle sharing systems

S Ghosh, P Varakantham, Y Adulyasak… - Proceedings of the …, 2015 - ojs.aaai.org
Extensive usage of private vehicles has led to increased traffic congestion, carbon
emissions, and usage of non-renewable resources. These concerns have led to the wide …

The bike sharing rebalancing problem with stochastic demands

M Dell'Amico, M Iori, S Novellani… - … research part B …, 2018 - Elsevier
In this paper we deal with the stochastic version of a problem arising in the context of self-
service bike sharing systems, which aims at determining minimum cost routes for a fleet of …

A time-space network flow approach to dynamic repositioning in bicycle sharing systems

D Zhang, C Yu, J Desai, HYK Lau… - … research part B …, 2017 - Elsevier
Faced with increasing population density, rising traffic congestion, and the resulting upsurge
in carbon emissions, several urban metropolitan areas have instituted public bicycle sharing …

Rebalancing stochastic demands for bike-sharing networks with multi-scenario characteristics

G Ma, B Zhang, C Shang, Q Shen - Information Sciences, 2021 - Elsevier
Bike-sharing networks have become a carbon-emission and environmentally friendly form of
transportation in recent years. However, the asymmetric demand patterns of user behaviour …