Analytical Forecasting of Population Distribution over Years in a New Rail Transportation Corridor
Publication: Journal of Urban Planning and Development
Volume 142, Issue 4
Abstract
For fast-growing cities in developing countries, population distribution is significantly affected by a candidate rail transit line. To enjoy the travel convenience of rail service, households would like to move into residential locations in the candidate rail transportation corridor. Meanwhile, while more households are attracted to live in the candidate rail transportation corridor over years, the over-year performance of the candidate rail transit line would be better. That is, interaction exists between population distribution and performance of the candidate rail transit line over years. Unfortunately, the over-year interaction between population distribution and performance of the candidate rail transit line was seldom considered in previous studies. This paper tries to bridge this research gap and presents analytical forecasting of population distributions over years in a new candidate rail transportation corridor. A bilevel mathematical model is proposed, with a lower-level problem formulated as a user-equilibrium model, and an upper-level problem formulated as an over-year rail transit line design model. Finally, a numerical example is given to show the application of the proposed model.
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Acknowledgments
The work described in this paper was jointly supported by a grant from the Research Grant Council of the Hong Kong Special Administrative Region (Project No. PolyU 5215/09E) and a postgraduate studentship from the Research Committee of the Hong Kong Polytechnic University. The author would like to thank Prof. W. H. K. Lam of the Hong Kong Polytechnic University, Prof. Li of Huazhong University of Science and Technology, and anonymous referees for their valuable comments.
References
Anas, A. (1982). Residential location markers and urban transportation, Academic, New York.
Bento, A. M., Cropper, M. L., Mobarak, A. M., and Vinha, K. (2005). “The effects of urban spatial structure on travel demand in the United States.” Rev. Econ. Statist., 87(3), 466–478.
Cervero, R. (1994). “Transit-based housing in California: Evidence on ridership impacts.” Transp. Policy, 1(3), 174–183.
Chien, S., and Qin, Z. (2004). “Optimization of bus stop locations for improving transit accessibility.” Transp. Plan. Techn., 27(3), 211–227.
Chien, S., and Schonfeld, P. M. (1998). “Joint optimization of a rail transit line and its feeder bus system.” J. Adv. Transp., 32(3), 253–284.
Dargay, J. M., and Goodwin, P. B. (1995). “Evaluation of consumer surplus with dynamic demand.” J. Transp. Econ. Policy, 29(2), 179–193.
De Jong, M., Mu, R., Stead, D., Ma, Y., and Xi, B. (2010). “Introducing public-private partnerships for metropolitan subways in China: What is the evidence?” J. Transp. Geogr., 18(2), 301–313.
Feng, L., and Li, H. (2012). “Spatial pattern analysis of urban sprawl: Case study of Jiangning, Nanjing, China.” J. Urban Plann. Dev., 263–269.
Hartwick, J., Schweizer, U., and Varaiya, P. (1976). “Comparative statics of a residential economy with several classes.” J. Econ. Theor., 13(3), 396–413.
Ho, H. W., and Wong, S. C. (2007). “Housing allocation problem in a continuum transportation system.” Transportmetrica, 3(1), 21–39.
Huang, H. J. (2000). “Fares and tolls in a competitive system with transit and highway: The case with two groups of travelers.” Transp. Res. E-Log., 36(4), 267–284.
Huang, Q. H., Li, M. C., Liu, Y. X., and Li, F. X. (2013). “Using construction expansion regulation zones to manage urban growth in Heifei, China.” J. Urban Plann. Dev., 62–69.
Kocur, G., and Hendrickson, C. (1982). “Design of local bus service with demand equilibrium.” Transp. Sci., 16(2), 149–170.
Kuah, G. K., and Perl, J. (1988). “Optimization of feeder bus routes and bus stop spacing.” J. Transp. Eng., 341–354.
Kwon, Y. (2003). “The effect of a change in wages on welfare in a two-class monocentric city.” J. Reg. Sci., 43(1), 63–72.
Lam, W. H. K., Cheung, C. Y., and Poon, Y. F. (1998). “A study of train dwelling time at the Hong Kong mass transit railway system.” J. Adv. Transp., 32(3), 285–295.
Lam, W. H. K., Zhou, J., and Sheng, Z. (2002). “A capacity restraint networks with elastic line frequency.” Transp. Res. B, 36(10), 919–938.
Leao, S., Bishop, I., and Evans, D. (2004). “Simulating urban growth in a developing nation’s region using a cellular automata-based model.” J. Urban Plann. Dev., 145–158.
Levinson, D. M., Kumar, A. (1997). “Density and the journey to work.” Growth Change, 28(2), 147–172.
Li, Z. C., Lam, W. H. K., and Wong, S. C. (2009). “The optimal transit fare structure under different market regimes with uncertainty in the network.” Netw. Spat. Econ., 9(2), 191–216.
Li, Z. C., Lam, W. H. K., Wong, S. C., and Sumalee, A. (2012). “Design of a rail transit line for profit maximization in a linear transportation corridor.” Transp. Res. E-Log., 48(1), 50–70.
Lin, J. J., and Gau, C. C. (2006). “A TOD planning model to review the regulation of allowable development densities around subway stations.” Land Use Policy, 23(3), 353–360.
Liu, D. (2014). “Exploring the impact of commuter’s residential location choice on the design of a rail transit line based on prospect theory.” Math. Probl. Eng., 2014, 1–12.
Liu, D., and Lam, W. H. K. (2014). “Modelling the effects of population density on prospect theory based travel mode choice equilibrium.” J. Intell. Transp. S., 18(4), 379–392.
Liu, T. L., Huang, H. J., Yang, H., and Zhang, X. N. (2009). “Continuum modeling of park-and-ride services in a linear monocentric city with deterministic mode choice.” Transp. Res. B, 43(6), 692–707.
Mackett, R., and Babalik-Sutcliffe, E. (2003). “New urban rail systems: A policy-based technique to make them more successful.” J. Transp. Geogr., 11(2), 151–164.
Malpezzi, S. (1999). “Estimates of the measurement and determinants of urban sprawl in U.S. metropolitan areas.” Univ. of Wisconsin Mimeograph, Madison, WI.
McDonald, J. F., and Osuji, C. I. (1995). “The effect of anticipated transportation improvement on residential land values.” Reg. Sci. Urban Econ., 25(3), 261–278.
Metrobits.org. (2009). 〈http://www.metrobits.org〉 (Jun. 2009).
Myungje, W., Catherine, L. R., and Thomas, D. B. (2015). “Do megaregions produce greater regional convergence or divergence? Implications for spatial planning and infrastructure investment.” J. Urban Plann. Dev., 04014013.
Newman, P., and Kenworthy, J. (1989). Cities and automobile dependence: An international sourcebook, Gower, Aldershot, England.
Sermons, W. M., and Seredich, N. (2001). “Assessing traveler responsiveness to land and location based accessibility and mobility solutions.” Transp. Res. D, 6(6), 417–428.
Sheffi, Y. (1985). Urban transportation networks: Equilibrium analysis with mathematical programming methods, Prentice-Hall, Englewood Cliffs, NJ.
Spasovic, L. N., Boile, M. P., and Bladikas, A. (1994). “Bus transit service coverage for maximum profit and social welfare.” Transp. Res. Rec., 1451, 12–22.
Spasovic, L. N., and Schonfeld, P. M. (1993). “A method for optimizing transit service coverage.” Transp. Res. Rec., 1402, 28–39.
Szeto, W. Y., Solayappan, M., and Jiang, Y. (2010). “Reliability-based transit assignment for congested stochastic transit networks.” Comput.-Aided Civ. Inf., 26(4), 311–326.
Urbanrail.net. (2009). 〈http://www.urbanrail.net〉 (Jun. 2009).
Vuchic, V. R., and Newell, G. F. (1968). “Rapid transit interstation spacing for minimum travel time.” Transp. Sci., 2(4), 303–339.
Waddell, P. (1996). “Accessibility and residential location: The interaction of workplace, residential mobility, tenure and location choices.” Proc., Lincoln Land Institute TRED Conf., Univ. of Texas, Richardson, TX.
Wardrop, J. (1952). “Some theoretical aspects of road traffic research.” P. I. Civ. Eng-Transp., 1(2), 325–378.
Wirasinghe, S. C., and Ghoneim, N. S. (1981). “Spacing of bus-stops for many to many travel demand.” Transp. Sci., 15(3), 210–221.
Yannis, G., Kopsacheili, A., and Klimis, P. (2012). “Estimating the adequacy of a metro network.” J. Urban Plann. Dev., 286–292.
Zhang, Y. Q., Lam, W. H. K., Sumalee, A., and Lo, H. K. (2010). “The multi-class schedule-based transit assignment model under network uncertainties.” Publ. Transp., 2(1–2), 69–86.
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© 2016 American Society of Civil Engineers.
History
Received: Sep 19, 2014
Accepted: Mar 14, 2016
Published online: Jun 15, 2016
Discussion open until: Nov 15, 2016
Published in print: Dec 1, 2016
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