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A Holistic Decision Making Framework for a Vehicle Sharing System

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Abstract

The vehicle sharing systems (VSSs) are becoming more and more popular due to both financial and environmental effects. On the other hand, they face many challenges, such as inventory management of the vehicles and parking spots, imbalance of the vehicles, pricing strategies, and demand forecasting. If these are not addressed properly, the system experiences a significant loss of customers and therefore revenue. Although efficient methods to solve these problems are well-studied in the literature, there does not exist any work in the literature which considers a VSS as a whole, and identifies and analyzes all of its components and their relations, to the best of our knowledge. Therefore, this work provides a new framework for a VSS management from a wider perspective by addressing the components and their relations with the inclusion of a time dimension. The proposed framework is aimed to apply for any kind of VSS. After addressing as many problems as possible related to a VSS, we will focus on the application of the framework to the light electric vehicle (LEV) sharing system.

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References

  1. How it works. https://www.enuu.ch. Accessed 25 Feb 2019

  2. Mobility explained in brief - how it works. https://www.mobility.ch/en/how-it-works/mobility-in-brief/. Accessed 25 Feb 2019

  3. We are 3 million! (2019). https://blog.car2go.com/2018/02/07/we-are-3-million/. Accessed 27 Feb 2019

  4. Boyacı, B., Zografos, K.G., Geroliminis, N.: An optimization framework for the development of efficient one-way car-sharing systems. Eur. J. Oper. Res. 240(3), 718–733 (2015). https://doi.org/10.1016/j.ejor.2014.07.020. http://www.sciencedirect.com/science/article/pii/S0377221714005864

    Article  MathSciNet  MATH  Google Scholar 

  5. Boyacı, B., Zografos, K.G., Geroliminis, N.: An integrated optimization-simulation framework for vehicle and personnel relocations of electric carsharing systems with reservations. Transp. Res. Part B Methodol. 95, 214–237 (2017). https://doi.org/10.1016/j.trb.2016.10.007. http://www.sciencedirect.com/science/article/pii/S0191261515301119

    Article  Google Scholar 

  6. Chemla, D., Meunier, F., Pradeau, T., Calvo, R.W., Yahiaoui, H.: Self-service bike sharing systems: simulation, repositioning, pricing (2013)

    Google Scholar 

  7. Ghosh, S., Trick, M., Varakantham, P.: Robust repositioning to counter unpredictable demand in bike sharing systems (2016)

    Google Scholar 

  8. Jorge, D., Correia, G.: Carsharing systems demand estimation and defined operations: a literature review. Eur. J. Transp. Infrastruct. Res. 13(3) (2013). https://doi.org/10.18757/ejtir.2013.13.3.2999. https://journals.library.tudelft.nl/index.php/ejtir/article/view/2999

  9. Jorge, D., Molnar, G., de Almeida Correia, G.H.: Trip pricing of one-waystation-based carsharing networks with zone and time of day price variations. Transp. Res. Part B Methodol. 81, 461–482 (2015). https://doi.org/10.1016/j.trb.2015.06.003. http://www.sciencedirect.com/science/article/pii/S0191261515001265. Optimization of Urban Transportation Service Networks

    Article  Google Scholar 

  10. Laporte, G., Meunier, F., Wolfler Calvo, R.: Shared mobility systems. 4OR 13(4), 341–360 (2015). https://doi.org/10.1007/s10288-015-0301-z

    Article  MathSciNet  MATH  Google Scholar 

  11. Laporte, G., Meunier, F., Wolfler Calvo, R.: Shared mobility systems: an updated survey. Ann. Oper. Res. 271(1), 105–126 (2018). https://doi.org/10.1007/s10479-018-3076-8

    Article  MathSciNet  MATH  Google Scholar 

  12. Liu, J., Sun, L., Chen, W., Xiong, H.: Rebalancing bike sharing systems: a multi-source data smart optimization. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2016, pp. 1005–1014. ACM, New York (2016). https://doi.org/10.1145/2939672.2939776

  13. Nourinejad, M., Zhu, S., Bahrami, S., Roorda, M.J.: Vehicle relocation and staff rebalancing in one-way carsharing systems. Transp. Res. Part E Logist. Transp. Rev. 81, 98–113 (2015). https://doi.org/10.1016/j.tre.2015.06.012. http://www.sciencedirect.com/science/article/pii/S1366554515001349

    Article  Google Scholar 

  14. Pal, A., Zhang, Y.: Free-floating bike sharing: solving real-life large-scalestatic rebalancing problems. Transp. Res. Part C Emerg. Technol. 80, 92–116 (2017). https://doi.org/10.1016/j.trc.2017.03.016. http://www.sciencedirect.com/science/article/pii/S0968090X17300992

    Article  Google Scholar 

  15. Pfrommer, J., Warrington, J., Schildbach, G., Morari, M.: Dynamic vehicle redistribution and online price incentives in shared mobility systems. IEEE Trans. Intell. Transp. Syst. 15(4), 1567–1578 (2014)

    Article  Google Scholar 

  16. Shaheen, S., Cohen, A.: Worldwide carsharing growth: an international comparison. Institute of Transportation Studies, UC Davis, Institute of Transportation Studies, Working Paper Series 1992, January 2008. https://doi.org/10.3141/1992-10

    Article  Google Scholar 

  17. Shaheen, S.A., Martin, E.W., Chan, N.D., Cohen, A.P., Pogodzinski, M.: Public bikesharing in North America during a period of rapid expansion: understanding business models, industry trends and user impacts (2014)

    Google Scholar 

  18. Shaheen, S.A., Sperling, D., Wagner, C.: Carsharing in Europe and North America: past, present and future (1998)

    Google Scholar 

  19. Waserhole, A., Jost, V.: Vehicle sharing system pricing regulation: a fluid approximation (2013). http://hal.archives-ouvertes.fr/hal-00727041

  20. Waserhole, A.: Vehicle sharing systems pricing optimization. Ph.D. thesis, Université de Grenoble (2013)

    Google Scholar 

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Correspondence to Nikola Obrenović .

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Ataç, S., Obrenović, N., Bierlaire, M. (2019). A Holistic Decision Making Framework for a Vehicle Sharing System. In: Welzer, T., et al. New Trends in Databases and Information Systems. ADBIS 2019. Communications in Computer and Information Science, vol 1064. Springer, Cham. https://doi.org/10.1007/978-3-030-30278-8_32

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  • DOI: https://doi.org/10.1007/978-3-030-30278-8_32

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-30277-1

  • Online ISBN: 978-3-030-30278-8

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