Aaron Ferber, Optimizing CitiBike

The sustainable operation of Bikesharing systems involves optimization problems as diverse as online repair scheduling, incentive design, and inventory management. For all of these, machine learning and simulation tools can be used to predict ridership and examine the effectiveness of the optimization. This poster reviews methods developed by Cornell's CitiBike research group.