Evaluating the impact of spatio-temporal demand forecast aggregation on the operational performance of shared autonomous mobility fleets

[1]  Klaus Bogenberger,et al.  Comparing Future Autonomous Electric Taxis With an Existing Free-Floating Carsharing System , 2019, IEEE Transactions on Intelligent Transportation Systems.

[2]  Michael Hyland,et al.  Dynamic autonomous vehicle fleet operations: Optimization-based strategies to assign AVs to immediate traveler demand requests , 2018, Transportation Research Part C: Emerging Technologies.

[3]  P. Santi,et al.  Addressing the minimum fleet problem in on-demand urban mobility , 2018, Nature.

[4]  Joseph Ying Jun Chow,et al.  Non-myopic Relocation of Idle Mobility-on-Demand Vehicles as a Dynamic Location-Allocation-Queueing Problem , 2017 .

[5]  Emilio Frazzoli,et al.  Fleet control algorithms for automated mobility: A simulation assessment for Zurich , 2017 .

[6]  Stephen D. Boyles,et al.  A general framework for modeling shared autonomous vehicles with dynamic network-loading and dynamic ride-sharing application , 2017, Comput. Environ. Urban Syst..

[7]  Hani S. Mahmassani,et al.  Taxonomy of Shared Autonomous Vehicle Fleet Management Problems to Inform Future Transportation Mobility , 2017 .

[8]  Emilio Frazzoli,et al.  On-demand high-capacity ride-sharing via dynamic trip-vehicle assignment , 2017, Proceedings of the National Academy of Sciences.

[9]  Kay W. Axhausen,et al.  Autonomous Vehicle Fleet Sizes Required to Serve Different Levels of Demand , 2016 .

[10]  Joseph Ying Jun Chow,et al.  Survey and empirical evaluation of nonhomogeneous arrival process models with taxi data , 2016 .

[11]  Constantinos Antoniou,et al.  Mapping Social Media for Transportation Studies , 2016, IEEE Intelligent Systems.

[12]  Rico Krueger,et al.  Preferences for shared autonomous vehicles , 2016 .

[13]  M. Batty,et al.  Variability in Regularity: Mining Temporal Mobility Patterns in London, Singapore and Beijing Using Smart-Card Data , 2016, PloS one.

[14]  Simone Weikl,et al.  A practice-ready relocation model for free-floating carsharing systems with electric vehicles – Mesoscopic approach and field trial results , 2015 .

[15]  Kara M. Kockelman,et al.  Operations of Shared Autonomous Vehicle Fleet for Austin, Texas, Market , 2015 .

[16]  Emilio Frazzoli,et al.  Toward a Systematic Approach to the Design and Evaluation of Automated Mobility-on-Demand Systems: A Case Study in Singapore , 2014 .

[17]  Kara M. Kockelman,et al.  The Travel and Environmental Implications of Shared Autonomous Vehicles, Using Agent-Based Model Scenarios , 2014 .

[18]  João Gama,et al.  Predicting Taxi–Passenger Demand Using Streaming Data , 2013, IEEE Transactions on Intelligent Transportation Systems.

[19]  Warren B. Powell,et al.  Approximate dynamic programming in transportation and logistics: a unified framework , 2012, EURO J. Transp. Logist..

[20]  Emilio Frazzoli,et al.  Robotic load balancing for mobility-on-demand systems , 2012, Int. J. Robotics Res..

[21]  Padhraic Smyth,et al.  Adaptive event detection with time-varying poisson processes , 2006, KDD '06.

[22]  G. Don Taylor,et al.  Quantifying the value of advance load information in truckload trucking , 2006 .

[23]  Patrick Jaillet,et al.  Online Routing Problems: Value of Advanced Information as Improved Competitive Ratios , 2006, Transp. Sci..

[24]  Michel Gendreau,et al.  Exploiting Knowledge About Future Demands for Real-Time Vehicle Dispatching , 2006, Transp. Sci..

[25]  Giulio Zotteri,et al.  The impact of aggregation level on forecasting performance , 2005 .

[26]  Jian Yang,et al.  Real-Time Multivehicle Truckload Pickup and Delivery Problems , 2004, Transp. Sci..

[27]  Michal Maciejewski,et al.  An Assignment-Based Approach to Efficient Real-Time City-Scale Taxi Dispatching , 2016, IEEE Intelligent Systems.

[28]  Emilio Frazzoli,et al.  Shared-Vehicle Mobility-on-Demand Systems: A Fleet Operator's Guide to Rebalancing Empty Vehicles , 2016 .

[29]  Klaus Bogenberger,et al.  Time Series Analysis of Booking Data of a Free-Floating Carsharing System in Berlin , 2015 .

[30]  Pierre-Jean Rigole,et al.  Study of a Shared Autonomous Vehicles Based Mobility Solution in Stockholm , 2014 .

[31]  V. Lakshmanan The Simpler the Better , 2009 .

[32]  Spyros Makridakis,et al.  Metaforecasting. Ways of improving forecasting accuracy and usefulness , 1988 .