Abstract
Nowadays, in many urban areas we can find vehicle renting services, whose members can rent and deposit a vehicle. These services operate both nationally and internationally and the most commonly rented vehicle is the bicycle, this is because it is more personal, the hiring cost is low and it has no negative impact on the environment. This work presents an optimization method that seeks to minimize the time a bicycle user has to wait until they can travel to their desired destination; this will be done by adapting the stations at which the users deposit their bikes at the end of their trips.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Alvarez-Valdes, R., Belenguer, J.M., Benavent, E., Bermudez, J.D., Muñoz, F., Vercher, E., Verdejo, F.: Optimizing the level of service quality of a bike-sharing system. Omega 62, 163–175 (2016). ISSN 03050483. doi:10.1016/j.omega.2015.09.007
Bäck, T., Fogel, D.B., Michalewicz, Z.: Handbook of Evolutionary Computation. Release (1997)
Chira, C., Sedano, J., Villar, J.R., Cámara, M., Corchado, E.: Urban Bicycles Renting Systems: Modelling and Optimization Using Nature-Inspired Search Methods (2014). doi:10.1016/j.neucom.2013.07.051
Dell’Amico, M., Iori, M., Novellani, S., Stützle, T.: A destroy and repair algorithm for the bike sharing rebalancing problem. Comput. Opt. Res. 71, 149–162 (2016). ISSN 03050548. doi:10.1016/j.cor.2016.01.011
Dorigo, M., Di Caro, G.: Ant colony optimization: a new meta-heuristic. In: Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406), vol. 2, pp. 1470–1477. IEEE (1999). ISBN 0-7803-5536-9. doi:10.1109/CEC.1999.782657
Frade, I., Ribeiro, A.: Bike-sharing stations: a maximal covering location approach. Transp. Res. Part A: Policy Pract. 82, 216–227 (2015). ISSN 09658564. doi:10.1016/j.tra.2015.09.014
Glover, F.: Heuristics for integer programming using surrogate constraints. Decis. Sci. (1977)
Glover, F.: Tabu search—Part I. ORSA J. Comput. (1989)
Glover, F.: Tabu search—Part II. ORSA J. Comput. (1990)
Hoffman, K.L., Padberg, M., Rinaldi, G.: Traveling salesman problem. In: Encyclopedia of Operations Research and Management Science, pp. 1573–1578. Springer, Boston (2013). doi:10.1007/978-1-4419-1153-7
Kadri, A.A., Kacem, I., Labadi, K.: A branch-and-bound algorithm for solving the static rebalancing problem in bicycle-sharing systems. Comput. Ind. Eng. 95, 41–52 (2016). ISSN 03608352. doi:10.1016/j.cie.2016.02.002
Kennedy, J., Eberhart, R.: Particle swarm optimization. In: Proceedings of ICNN’95—International Conference on Neural Networks, vol. 4, pp. 1942–1948. IEEE (1995). ISBN 0-7803-2768-3. doi:10.1109/ICNN.1995.488968
Acknowledgements
This work was supported by the Spanish Ministry, Ministerio de Economía y Competitividad and FEDER funds. Project. SURF: Intelligent System for integrated and sustainable management of urban fleets TIN2015-65515-C4-3-R.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Herrero, J.R., de Paz Santana, J.F., González, G.V., Rodríguez, J.M.C. (2017). Smart Management System for Electric Bicycles Loan. In: De Paz, J., Julián, V., Villarrubia, G., Marreiros, G., Novais, P. (eds) Ambient Intelligence– Software and Applications – 8th International Symposium on Ambient Intelligence (ISAmI 2017). ISAmI 2017. Advances in Intelligent Systems and Computing, vol 615. Springer, Cham. https://doi.org/10.1007/978-3-319-61118-1_22
Download citation
DOI: https://doi.org/10.1007/978-3-319-61118-1_22
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-61117-4
Online ISBN: 978-3-319-61118-1
eBook Packages: EngineeringEngineering (R0)