Rebalancing bike sharing systems: A multi-source data smart optimization
Bike sharing systems, aiming at providing the missing links in public transportation systems,
are becoming popular in urban cities. A key to success for a bike sharing systems is the …
are becoming popular in urban cities. A key to success for a bike sharing systems is the …
Functional zone based hierarchical demand prediction for bike system expansion
Bike sharing systems, aiming at providing the missing links in public transportation systems,
are becoming popular in urban cities. Many providers of bike sharing systems are ready to …
are becoming popular in urban cities. Many providers of bike sharing systems are ready to …
Dynamic repositioning to reduce lost demand in bike sharing systems
Bike Sharing Systems (BSSs) are widely adopted in major cities of the world due to
concerns associated with extensive private vehicle usage, namely, increased carbon …
concerns associated with extensive private vehicle usage, namely, increased carbon …
Traffic prediction in a bike-sharing system
Bike-sharing systems are widely deployed in many major cities, providing a convenient
transportation mode for citizens' commutes. As the rents/returns of bikes at different stations …
transportation mode for citizens' commutes. As the rents/returns of bikes at different stations …
Dynamic bike reposition: A spatio-temporal reinforcement learning approach
Bike-sharing systems are widely deployed in many major cities, while the jammed and
empty stations in them lead to severe customer loss. Currently, operators try to constantly …
empty stations in them lead to severe customer loss. Currently, operators try to constantly …
Data analysis and optimization for (citi) bike sharing
E O'Mahony, D Shmoys - Proceedings of the AAAI conference on …, 2015 - ojs.aaai.org
Bike-sharing systems are becoming increasingly prevalent in urban environments. They
provide a low-cost, environmentally-friendly transportation alternative for cities. The …
provide a low-cost, environmentally-friendly transportation alternative for cities. The …
Bike sharing station placement leveraging heterogeneous urban open data
Bike sharing systems have been deployed in many cities to promote green transportation
and a healthy lifestyle. One of the key factors for maximizing the utility of such systems is …
and a healthy lifestyle. One of the key factors for maximizing the utility of such systems is …
Inventory rebalancing and vehicle routing in bike sharing systems
J Schuijbroek, RC Hampshire… - European Journal of …, 2017 - Elsevier
Bike sharing systems have been installed in many cities around the world and are
increasing in popularity. A major operational cost driver in these systems is rebalancing the …
increasing in popularity. A major operational cost driver in these systems is rebalancing the …
Towards station-level demand prediction for effective rebalancing in bike-sharing systems
Bike sharing systems continue gaining worldwide popularity as they offer benefits on various
levels, from society to environment. Given that those systems tend to be unbalanced along …
levels, from society to environment. Given that those systems tend to be unbalanced along …
Mobility modeling and prediction in bike-sharing systems
As an innovative mobility strategy, public bike-sharing has grown dramatically worldwide.
Though providing convenient, low-cost and environmental-friendly transportation, the …
Though providing convenient, low-cost and environmental-friendly transportation, the …