Case Studies
May 21, 2020

Optimization of Public Bicycle Distribution Density Considering the Price Curve of Public Space Occupancy

Publication: Journal of Urban Planning and Development
Volume 146, Issue 3

Abstract

Although an increase in the number of dockless shared-bicycle services improves convenience for users, the disorderly parking of bicycles has seriously invaded public space in many cities. To avoid having bicycles occupying public space and to optimize bicycle density, a questionnaire survey is administered to explore the relationship between bicycle density and bicycle utilization. Based on pedestrian traffic attributes and the evolutionary theory of risk formation in crowd accidents, an impact function that aims to capture how public bicycle density reduces the comfort and safety of public spaces and affects the utilization of such spaces is fitted. A model is built to optimize bicycle density based on operators' profits, users' utilization, public space occupancy costs, and safety/accident rate.

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References

Ai, X., Y. Hu, and G. A. Chen. 2014. “Systematic approach to identify the hierarchical structure of accident factors with grey relations.” Saf. Sci. 63: 83–93. https://doi.org/10.1016/j.ssci.2013.11.001.
Beijing Municipal Bureau of Quality and Technical Supervision. 2008. Rules for the establishment and management of urban road public service facilities. DB11/T 500-2016. Beijing: Beijing Municipal Bureau of Quality and Technical Supervision.
Bian, Y., D. Wu, S. Shu, J. Rong, and Y. Tang. 2014. “Study on travel characteristics of public bicycles in Beijing.” In CICTP 2014: Safe, Smart, and Sustainable Multimodal Transportation Systems, edited by J. Ma, Y. Yin, H. Huang, and D. Pan, 3331–3343. Reston, VA: ASCE.
Blum, C., J. Puchinger, G. R. Raidl, and A. Roli. 2011. “Hybrid metaheuristics in combinatorial optimization: A survey.” Appl. Soft Comput. 11 (6): 4135–4151. https://doi.org/10.1016/j.asoc.2011.02.032.
Borgnat, P., and P. Abry. 2009. “Studying Lyon’s Vélo’V: A statistical cyclic model.” In European Conf. on Complex Systems, 1–6. UK: University of Warwick.
Chen, J., W. Wang, X. Chen, and S. Zhu. 2013. “Research on the layout of bike rental stations around a railway station.” J. Wuhan Univ. Technol. 37 (6): 1206–1210.
Daamen, W., and S. P. Hoogendoorn. 2006. “Free speed distributions for pedestrian traffic.” In Proc., 85th Annual Meeting of Transportation Research Board, 22–26. Washington, DC: Transportation Research Board.
dell’Olio, L., A. Ibeas, and J. L. Moura. 2011. “Implementing bike-sharing systems.” Proc. Inst. Civ. Eng. 164 (2): 89–101. https://doi.org/10.1680/muen.2011.164.2.89.
European Times. 2017. “Paris intends to levy taxes on shared bike companies.” November 20, 2017.
Fricker, C., and N. Gast. 2014. “Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity.” EURO J. Transp. Logist. 5: 261–291. https://doi.org/10.1007/s13676-014-0053-5.
Froehlich, J., and N. Oliver. 2008. “Measuring the pulse of the city through shared bicycle programs.” In Proc., Int. Workshop on Urban, Community, and Social Applications of Networked Sensing Systems, 16–20. Raleigh, NC: ACM SenSys.
Fu, J. Y. 2017. “The urban governance difficulty of public bicycles and countermeasures.” In Sustainable Development Rational Planning—2017 China Urban Planning Annual Conf. Proc., The Netherlands: International Society of City and Regional Planners.
Guo, M., and M. Zhong. 2009. “Bike sharing system in shanghai: Planning & practice.” Urban Transp. China 4: 11.
Hampshire, R. C., L. Marla, and N. Eluru. 2013. An empirical analysis of bike sharing usage and rebalancing: Explaining trip generation and attraction from revealed preference data. Technical Rep. Pittsburgh: Heinz College, Carnegie Mellon Univ.
He, L., D. Chen, X. Li, and J. Lu. 2012. “An optimization model of the layout of public bike rental stations.” J. Wuhan Univ. Technol. 36 (1): 129–133.
Jiang, C. 2017. Shenzhen suspends delivery of 890,000 bicycles. Guangzhou Daily, August 25, 2017.
Jin, Z. G. 2017. Municipal Traffic Commission: Shanghai suspends new public bicycles. Xinmin Evening News, August 18, 2017.
Kaltenbrunner, A., R. Meza, J. Grivolla, J. Codina, and R. Banchs. 2010. “Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system.” Pervasive Mob. Comput. 6 (4): 455–466. https://doi.org/10.1016/j.pmcj.2010.07.002.
Krugman, P., and R. Wells. 2016. Essentials of economics. 4th ed. New York: Worth Publishers.
Lathia, N., S. Ahmed, and L. Capra. 2012. “Measuring the impact of opening the London shared bicycle scheme to casual users.” Transp. Res. Part C 22: 88–102. https://doi.org/10.1016/j.trc.2011.12.004.
Li, L., H. Chen, and X. Sun. 2009. “Bike rental station deployment planning in Wuhan.” Urban Transp. China 7 (4): 39–44.
Lin, J. J., C. T. Lin, and C. M. Feng. 2018a. “Locating rental stations and bikeways in a public bike system.” Transp. Plann. Technol. 41 (4): 402–420. https://doi.org/10.1080/03081060.2018.1453915.
Lin, J. J., P. Zhao, K. Takada, S. Li, T. Yai, and C.-H. Chen. 2018b. “Built environment and public bike usage for metro access: A comparison of neighborhoods in Beijing, Taipei, and Tokyo.” Transp. Res. Part D 63: 209–221. https://doi.org/10.1016/j.trd.2018.05.007.
Lin, J. R., and T. H. Yang. 2011. “Strategic design of public bicycle sharing systems with service level constraints.” Transp. Res. Part E 47 (2): 284–294. https://doi.org/10.1016/j.tre.2010.09.004.
Liu, Y. N. 2017. “Public bicycle development research analysis.” Times Finance 8: 251–254.
Martinez, L. M., L. Caetano, T. Eiró, and F. Cruz. 2012. “An optimisation algorithm to establish the location of stations of a mixed fleet biking system: An application to the City of Lisbon.” Procedia Soc. Behav. Sci. 54: 513–524. https://doi.org/10.1016/j.sbspro.2012.09.769.
Midgley, P. 2011. “Bicycle-sharing schemes: Enhancing sustainable mobility in urban areas.” United Nations Dept. Econ. Soc. Affairs 8: 1–12.
Murray-Tuite, P., and B. Wolshon. 2013. “Evacuation transportation modeling: An overview of research, development, and practice.” Transp. Res. Part C 27: 25–45. https://doi.org/10.1016/j.trc.2012.11.005.
Nair, R., E. Miller-Hooks, R. C. Hampshire, and C. A. Bušić. 2013. “Large-Scale vehicle sharing systems: Analysis of vélib’.” Int. J. Sustainable Transp. 7 (1): 85–106. https://doi.org/10.1080/15568318.2012.660115.
Ouyang J. 2017. Chengdu unveils its first pilot project for the development of shared bicycles in China. Sichuan Daily, March 4, 2017.
Parkes, S. D., G. Marsden, S. A. Shaheen, and A. P. Cohen. 2013. “Understanding the diffusion of public bike sharing systems: Evidence from Europe and North America.” J. Transp. Geogr. 31: 94–103. https://doi.org/10.1016/j.jtrangeo.2013.06.003.
Prem Kumar, V., and M. Bierlaire. 2012. “Optimizing locations for a vehicle sharing system.” In Swiss Transport Research Conf., 1–30. Ascona, Switzerland: Swiss Transport Research Conference (STRC).
Qin, H., J. Gao, R. Kluger, and Y.-J. Wu. 2018. “Effects of perception on public bike-and-ride: A survey under complex, multifactor mode-choice scenarios.” Transp. Res. Part F 54: 264–275. https://doi.org/10.1016/j.trf.2018.01.021.
Qu, T. T., M. Martin, and M. H. Li. 2014. “Demand analysis for a bike share system on the texas A&M university campus.” In Transportation Research Board 93rd Annual Meeting. Washington, DC: Transportation Research Board.
Raviv, T., and O. Kolka. 2013. “Optimal inventory management of a bike-sharing station.” IIE Trans. 45 (10): 1077–1093. https://doi.org/10.1080/0740817X.2013.770186.
Saberi, M., M. Ghamami, Y. Gu, M. H. Shojaei, and E. Fishman. 2018. “Understanding the impacts of a public transit disruption on bicycle sharing mobility patterns: A case of Tube strike in London.” J. Transp. Geogr. 66: 154–166. https://doi.org/10.1016/j.jtrangeo.2017.11.018.
Schuijbroek, J., R. C. Hampshire, and W. J. van Hoeve. 2017. “Inventory rebalancing and vehicle routing in bike sharing systems.” Eur. J. Oper. Res. 257 (3): 992–1004. https://doi.org/10.1016/j.ejor.2016.08.029.
Shu, J., M. C. Chou, Q. Liu, C. P. Teo, and I. L. Wang. 2013. “Models for effective deployment and redistribution of bicycles within public bicycle-sharing systems.” Oper. Res. 61 (6): 1346–1359. https://doi.org/10.1287/opre.2013.1215.
Vidal, T., T. G. Crainic, M. Gendreau, and C. Prins. 2013. “A hybrid genetic algorithm with adaptive diversity management for a large class of vehicle routing problems with time-windows.” Comput. Oper. Res. 40 (1): 475–489. https://doi.org/10.1016/j.cor.2012.07.018.
Wang, Z. F., and Y. Y. Song. 2018. “Analysis of the problems in financial management in the development of public bicycles.” Tax Paying 1: 32.
Wang, Z. W., and Y. Fu. 2015. “Study on the risk assessment index system of crowding.” China Public Secur. (4): 13–20.
Wei, P. R. 2014. Capacity analysis and improvement research of bridge based on pedestrian traffic flow characteristics. Wuhan, China: Wuhan Univ. of Technology.
Wu, Y., H. Chen, N. Bao, and W. Feng. 2013. “A model development of public bicycle rental demand based on multinomial logit.” J. Dalian Jiaotong Univ. 34 (1): 19–24.
Yang, D. Y. 2017. “Look at public governance from the shared bicycle.” Commun. Shipping 4 (3): 1.
Yang, X. H., Z. Cheng, G. Chen, L. Wang, Z.-Y. Ruan, and Y.-J. Zheng. 2018. “The impact of a public bicycle-sharing system on urban public transport networks.” Transp. Res. Part A 107: 246–256. https://doi.org/10.1016/j.tra.2017.10.017.
Yuan, J., Z. Fang, S. Lo, L. Xie, and D. Huang. 2008. “Observations of passenger flow and verification of a crowd dynamics model.” Wuhan Univ. J. Nat. Sci. 13 (2): 195–200. https://doi.org/10.1007/s11859-008-0213-2.
Yuan, Y., and J. Yu. 2018. “Locating transit hubs in a multi-modal transportation network: A cluster-based optimization approach.” Transp. Res. Part E 114: 85–103. https://doi.org/10.1016/j.tre.2018.03.008.
Zhang, J. T., and Q. C. Sun. 2008. “An empirical study on scale economy of China’s railway transport industry.” Econ. Forum 18: 36–37.
Zhang, Y., Y. H. Liu, and P. Wei. 2017. 2017 Q1 China public bicycle market research report, 1–6. Guangzhou, China: iiMedia Research.
Zhao, Y. J. 2017. “Shared bikes in public spaces.” Beijing Plann. Constr. 6: 164.
Zheng, C., X. F. Wang, and C. Wu. 2013. “Research on public bicycle rental station layout.” Adv. Mater. Res. 734: 1590–1593.
Zhou, Y., and Q. Guo. 2017. “Tragedy of the Commons: A Study of public space under the development of shared bicycles.” Charming China.

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Go to Journal of Urban Planning and Development
Journal of Urban Planning and Development
Volume 146Issue 3September 2020

History

Received: Jan 7, 2019
Accepted: Jan 27, 2020
Published online: May 21, 2020
Published in print: Sep 1, 2020
Discussion open until: Oct 21, 2020

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Zhong-zhen Yang [email protected]
Professor, Faculty of Shipping and Transportation, Ningbo Univ., No. 818, Fenghua Rd., Ningbo 315211, China (corresponding author). Email: [email protected]
Master Student, Faculty of Shipping and Transportation, Ningbo Univ., No. 818, Fenghua Rd., Ningbo 315211, China. Email: [email protected]
Master Student, School of Transport Engineering, Dalian Maritime Univ., No. 1, Linghai Rd., Dalian 116026, China. Email: [email protected]
Professor, Faculty of Shipping and Transportation, Ningbo Univ., No. 818, Fenghua Rd., Ningbo 315211, China. Email: [email protected]

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