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Dockless bike sharing plays an important role in residents’ daily travel, traffic congestion, and air pollution. Recently, urban greenness has been proven to be associated with bike sharing usage around metro stations using a global model. However, their
Feng Gao +5 more
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Mobile bike-sharing services have been prevalently used in many cities as an important urban commuting service and a promising way to build smart cities, especially in the new era of 5G and Internet-of-Things (IoT) environments.
Xiaoxian Yang +4 more
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On-line dynamic station redeployments in bike-sharing systems [PDF]
Bike-sharing has seen great development during recent years, both in Europe and globally. However, these systems are far from perfect. The uncertainty of the customer demand often leads to an unbalanced distribution of bicycles over the time and space ...
Manna, Carlo
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A spatio-temporal deep learning model for short-term bike-sharing demand prediction
Bike-sharing systems are widely operated in many cities as green transportation means to solve the last mile problem and reduce traffic congestion. One of the critical challenges in operating high-quality bike-sharing systems is rebalancing bike stations
Ruo Jia +6 more
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The purpose of this research is to investigate the effect of land use, built environment and public transportation facilities’ locations on destinations of bike-sharing trips in an urban setting.
Ahmed Jaber, Bálint Csonka
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Smart Bike Sharing System to make the City even Smarter
These last years with the growing population in the smart city demands an efficient transportation sharing (bike sharing) system for developing the smart city.
Rani, Monika, Vyas, O. P.
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Fluid and Diffusion Limits for Bike Sharing Systems
Bike sharing systems have rapidly developed around the world, and they are served as a promising strategy to improve urban traffic congestion and to decrease polluting gas emissions.
A Waserhole +30 more
core +1 more source
Beyond First/Last Mile Active Transportation - BikeShare@UH [PDF]
Bike sharing is a new green transportation solution that has been developed and adopted at various cities around the world. In this paper, we present the process and results of the design and prototypes that a group of undergraduate students developed ...
Alonso, Julio +17 more
core +1 more source
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems
Bike sharing provides an environment-friendly way for traveling and is booming all over the world. Yet, due to the high similarity of user travel patterns, the bike imbalance problem constantly occurs, especially for dockless bike sharing systems ...
Cai, Qingpeng +4 more
core +1 more source
Fleet Size and Rebalancing Analysis of Dockless Bike-Sharing Stations Based on Markov Chain
In order to improve the dynamic optimization of fleet size and standardized management of dockless bike-sharing, this paper focuses on using the Markov stochastic process and linear programming method to solve the problem of bike-sharing fleet size and ...
Yong Zhai, Jin Liu, Juan Du, Hao Wu
doaj +1 more source

