A Data-Driven Approach for Vehicle Relocation in Car-Sharing Services with Balanced Supply-Demand Ratios
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[1] Huijun Sun,et al. Double-balanced relocation optimization of one-way car-sharing system with real-time requests , 2021 .
[2] Marc Goetschalckx,et al. A stochastic programming approach for supply chain network design under uncertainty , 2004, Eur. J. Oper. Res..
[3] H. Dowlatabadi,et al. Convenience, savings, or lifestyle? Distinct motivations and travel patterns of one-way and two-way carsharing members in Vancouver, Canada , 2019, Transportation Research Part D: Transport and Environment.
[4] Michel-Alexandre Cardin,et al. Integrating operational decisions into the planning of one-way vehicle-sharing systems under uncertainty , 2018 .
[5] Jakob Puchinger,et al. A survey of models and algorithms for optimizing shared mobility , 2019, Transportation Research Part B: Methodological.
[6] Joseph Warrington,et al. Two-stage stochastic approximation for dynamic rebalancing of shared mobility systems , 2018, Transportation Research Part C: Emerging Technologies.
[7] Elisabeth Dütschke,et al. Who wants shared mobility? Lessons from early adopters and mainstream drivers on electric carsharing in Germany , 2019, Transportation Research Part D: Transport and Environment.
[8] D. W. Scott,et al. Multivariate Density Estimation, Theory, Practice and Visualization , 1992 .
[9] Frances Sprei,et al. Free-floating car-sharing electrification and mode displacement: Travel time and usage patterns from 12 cities in Europe and the United States , 2019, Transportation Research Part D: Transport and Environment.
[10] J. Simonoff. Multivariate Density Estimation , 1996 .
[11] John R. Birge,et al. Introduction to Stochastic Programming , 1997 .
[12] Qi Liu,et al. Optimization of dynamic relocation operations for one-way electric carsharing systems , 2019, Transportation Research Part C: Emerging Technologies.
[13] Satish V. Ukkusuri,et al. Efficient proactive vehicle relocation for on-demand mobility service with recurrent neural networks , 2020 .
[14] Raffaele Bruno,et al. Relocation in car sharing systems with shared stackable vehicles: Modelling challenges and outlook , 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).
[15] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[16] Nikolas Geroliminis,et al. An optimization framework for the development of efficient one-way car-sharing systems , 2015, Eur. J. Oper. Res..
[17] Daniele Vigo,et al. Optimizing relocation operations in electric car-sharing , 2017, Omega.
[18] Ferdinando Pezzella,et al. A two-phase optimization method for a multiobjective vehicle relocation problem in electric carsharing systems , 2018, J. Comb. Optim..
[19] Chao Shang,et al. Distributionally robust optimization for planning and scheduling under uncertainty , 2018, Comput. Chem. Eng..
[20] Artur Gramacki,et al. Nonparametric Kernel Density Estimation and Its Computational Aspects , 2017 .
[21] Jenny Janhager Stier,et al. Involving users and user roles in the transition to sustainable mobility systems: The case of light electric vehicle sharing in Sweden , 2019, Transportation Research Part D: Transport and Environment.
[22] Fengqi You,et al. Data-Driven Stochastic Robust Optimization: General Computational Framework and Algorithm Leveraging Machine Learning for Optimization under Uncertainty in the Big Data Era , 2017, Comput. Chem. Eng..
[23] Stefan Illgen,et al. Literature review of the vehicle relocation problem in one-way car sharing networks , 2019, Transportation Research Part B: Methodological.
[24] R. Wets,et al. L-SHAPED LINEAR PROGRAMS WITH APPLICATIONS TO OPTIMAL CONTROL AND STOCHASTIC PROGRAMMING. , 1969 .
[25] Yinyu Ye,et al. The Value of Stochastic Modeling in Two-Stage Stochastic Programs with Cost Uncertainty , 2012, Oper. Res..
[26] Yoshua Bengio,et al. Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon , 2018, Eur. J. Oper. Res..
[27] Nan Zheng,et al. The allocation problem of electric car-sharing system: A data-driven approach , 2020 .
[28] Konstantinos G. Zografos,et al. Investigating the effect of temporal and spatial flexibility on the performance of one-way electric carsharing systems , 2019, Transportation Research Part B: Methodological.
[29] Tom Erik Julsrud,et al. The role of life events and context in type of car share uptake: Comparing users of peer-to-peer and cooperative programs in Oslo, Norway , 2019, Transportation Research Part D: Transport and Environment.
[30] Nicola Sacco,et al. One-Way Car-Sharing Profit Maximization by Means of User-Based Vehicle Relocation , 2019, IEEE Transactions on Intelligent Transportation Systems.
[31] Charalampos Konstantopoulos,et al. Optimizing Relocation Cost in Free-Floating Car-Sharing Systems , 2020, IEEE Transactions on Intelligent Transportation Systems.
[32] Yang Liu,et al. Vehicle assignment and relays for one-way electric car-sharing systems , 2019, Transportation Research Part B: Methodological.
[33] Matthew J. Roorda,et al. Vehicle relocation and staff rebalancing in one-way carsharing systems , 2015 .
[34] Yoshua Bengio,et al. Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning , 2018, ArXiv.
[35] Xin Wang,et al. Joint infrastructure planning and fleet management for one-way electric car sharing under time-varying uncertain demand , 2019, Transportation Research Part B: Methodological.
[36] Laurent El Ghaoui,et al. Robust Optimization , 2021, ICORES.
[37] Marija Jankovic,et al. A critical analysis of travel demand estimation for new one-way carsharing systems , 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).