Abstract
The optimization model proposed in this paper is aimed to assist city councils (or other transport authorities) in the planning of integrated transit-parking policies. The objective is to minimize the joint operating deficit of the transit and parking operators while ensuring given minimum levels of (motorized) mobility in a city. The key decision variables are transit fares and parking fees. The impact of price changes on transit and car modal shares are described by logit functions of the generalized travel costs. The practical utility of the model is illustrated with a case study involving a midsize city in Portugal.
Similar content being viewed by others
References
Albert, G., Mahalel, D.: Congestion tolls and parking fees: a comparison of the potential effect on travel behavior. Transp. Policy 13(6), 496–502 (2006)
Balcombe, R., Mackett, R., Paulley, N., Preston, J., Shires, J., Titheridge, H., Wardmand, M., White, P.: The Demand for Public Transport: A Practical Guide. Transport Research Laboratory (Report TRL593), Wokingham, Berks, UK (2004)
Basso, L.J., Jara-Díaz, S.R.: The case for subsidisation of urban public transport and the Mohring effect. J. Transp. Econ. Policy 44(3), 365–372 (2010)
Basso, L.J., Jara-Díaz, S.R.: Integrating congestion pricing, transit subsidies and mode choice. Transp. Res. Part A Policy Pract. 46(6), 890–900 (2012)
Beirão, G., Cabral, J.S.: Understanding attitudes towards public transport and private car: a qualitative study. Transp. Policy 14(6), 478–489 (2007)
Börjesson, M., Brundell-Freij, K., Eliasson, J.: Not invented here: transferability of congestion charges effects. Transp. Policy 36, 263–271 (2014)
Burer, S., Letchford, A.N.: Non-convex mixed-integer nonlinear programming: a survey. Surv. Oper. Res. Manag. Sci. 17(2), 97–106 (2012)
Bussieck, M.R., Dirkse, S.P., Vigerske, S.: PAVER 2.0: an open source environment for automated performance analysis of benchmarking data. J. Global Optim. 59(2–3), 259–275 (2014)
Calthrop, E., Proost, S., Van Dender, K.: Parking policies and road pricing. Urban Stud. 37(1), 63–76 (2000)
Ceder, A.: Public Transit Planning and Operation: Theory, Modelling and Practice. Butterworth-Heinemann, Burlington (2007)
Daganzo, C.F., Geroliminis, N.: An analytical approximation for the macroscopic fundamental diagram of urban traffic. Transp. Res. Part B Methodol. 42(9), 771–781 (2008)
Danielis, R., Marcucci, E.: Bottleneck road congestion pricing with a competing railroad service. Transp. Res. Part E Logist. Transp. Rev. 38(5), 379–388 (2002)
Desaulniers, G., Hickman, M.D.: Public transit. In: Barnhart, C., Laporte, G. (eds.) Transportation (Handbooks in Operations Research and Management Science, vol. 14, pp. 69–120. North Holland, Amsterdam (2007)
Dueker, K.J., Strathman, J.G., Bianco, M.J.: Strategies to Attract Auto Users to Public Transportation. Transportation Research Board (TCRP Report 40), Washington, DC, USA (1998)
Eliasson, J.: The role of attitude structures, direct experience and reframing for the success of congestion pricing. Transp. Res. Part A Policy Pract. 67, 81–95 (2014)
Eliasson, J., Hultkrantz, L., Nerhagen, L., Rosqvist, L.S.: The Stockholm congestion–charging trial 2006: overview of effects. Transp. Res. Part A Policy Pract. 43(3), 240–250 (2009)
Guihaire, V., Hao, J.-K.: Transit network design and scheduling: a global review. Transp. Res. Part A Policy Pract. 42(10), 1251–1273 (2008)
Hemmecke, R., Köppe, M., Lee, J., Weismantel, R.: Nonlinear integer programming. In: Jünger, M., Liebling, T.M., Naddef, D., Nemhauser, G.L., Pulleyblank, W.R., Reinelt, G., Rinaldi, G., Wolsey, L.A. (eds.) 50 Years of Integer Programming 1958–2008, pp. 561–618. Springer, Berlin (2010)
Hang, D., McFadden, D., Train, K., Wise, K.: Is vehicle depreciation a component of marginal travel cost? A literature review and empirical analysis. J. Transp. Econ. Policy 50(2), 132–150 (2016)
Huang, H.-J.: Fares and tolls in a competitive system with transit and highway: the case with two groups of commuters. Transp. Res. Part E Logist. Transp. Rev. 36(4), 267–284 (2000)
Huang, H.-J.: Pricing and logit-based mode choice models of a transit and highway system with elastic demand. Eur. J. Oper. Res. 140(3), 562–570 (2002)
IATP: Public Transport Trends. International Association of Public Transport, Brussels (2015)
Ibarra-Rojas, O.J., Delgado, F., Giesen, R., Muñoz, J.C.: Planning, operation, and control of bus transport systems: a literature review. Transp. Res. Part B Methodol. 77(38–75), 2015 (2015)
Inci, E.: A review of the economics of parking. Econ. Transp. 4(1), 50–63 (2015)
INE: Anuário Estatístico de Portugal 2014. Instituto Nacional de Estatística, Lisbon (2015)
Ison, S., Rye, T.: Implementing road user charging: the lessons learnt from Hong Kong, Cambridge and Central London. Transp. Rev. 25(4), 451–465 (2005)
Jaensirisak, S., Wardman, M., May, A.D.: Explaining variations in public acceptability of road pricing schemes. J. Transp. Econ. Policy 39(2), 127–154 (2005)
Kennedy, C.A.: A comparison of the sustainability of public and private transportation systems: study of the Greater Toronto Area. Transportation 29, 459–493 (2002)
Kepaptsoglou, K., Karlaftis, M.: Transit route network design problem. J. Transp. Eng. 135(8), 491–505 (2009)
Lucas, K., Grosvenor, T., Simpson, R.: Transport, the Environment and Social Exclusion. Joseph Rowntree Foundation, York (2001)
Lucas, K.: Transport and social exclusion: where are we now? Transp. Policy 20, 105–113 (2012)
Marsden, G.: The evidence base for parking policies—a review. Transp. Policy 13(6), 447–457 (2006)
Miller, P.B.V.: Sustainability and Public Transportation: Theory and Analysis. PhD Thesis. University of Calgary, Alberta, Canada (2014)
Mirabel, F., Reymond, M.: Bottleneck congestion pricing and modal split: redistribution of toll revenue. Transp. Res. Part A Policy Pract. 45(1), 18–30 (2011)
Mohring, H.: Optimization and scale economies in urban bus transportation. Am. Econ. Rev. 62(4), 591–604 (1972)
Noordegraaf, D.V., Annema, J.A., Van Wee, B.: Policy implementation lessons from six road pricing cases. Transp. Res. Part A Policy Pract. 59, 172–191 (2014)
Preston, J., Raje, F.: Accessibility, mobility and transport-related social exclusion. J. Transp. Geogr. 15(3), 151–160 (2007)
Sahinidis, N.V.: BARON 17.8.9: Global Optimization of Mixed-Integer Nonlinear Programs, User’s Manual (2017)
Santos, G., Fraser, G.: Road pricing: lessons from London. Econ. Policy 21(46), 264–310 (2006)
Schiller, P.L., Bruun, E., Kenworthy, J.R.: An Introduction to Sustainable Transportation: Policy, Planning and Implementation. Earthscan Ltd., London (2010)
Schlag, B., Schade, J.: Public acceptability of traffic demand management in Europe: this month’s contributors. Traffic Eng. Control 41(8), 314–318 (2000)
Shoup, D.C.: The High Cost of Free Parking. Planners Press, Chicago (2005)
Simićević, J., Vukanović, S., Milosavljević, N.: The effect of parking charges and time limit to car usage and parking behaviour. Transp. Policy 30, 125–131 (2013)
Small, K.A., Verhoef, E.T.: The Economics of Urban Transportation. Routledge, London (2007)
SMTUC.: Relatório de Gestão e Contas 2016—Serviços Municipalizados de Transportes Urbanos de Coimbra, Coimbra, Portugal (2016). http://www.smtuc.pt/smtuc/documentos/financeiros/index.php)
Tabuchi, T.: Bottleneck congestion and modal split. J. Urban Econ. 34(3), 414–431 (1993)
Tawarmalani, M., Sahinidis, N.V.: A polyhedral branch-and-cut approach to global optimization. Math. Progr. 103(2), 225–249 (2005)
Tsekeris, T., Voß, S.: Design and evaluation of road pricing: state-of-the-art and methodological advances. NETNOMICS Econ. Res. Electron. Netw. 10(1), 5–52 (2009)
Van Reeven, P.: Subsidisation of urban public transport and the Mohring effect. J. Transp. Econ. Policy 42(2), 349–359 (2008)
Verhoef, E., Nijkamp, P., Rietveld, P.: The economics of regulatory parking policies: the (im)possibilities of parking policies in traffic regulation. Transp. Res. Part A Policy Pract. 29(2), 141–156 (1995)
Vickrey, W.S.: Pricing in urban and suburban transport. Am. Econ. Rev. 53(2), 452–465 (1963)
Vickrey, W.: Optimal transit subsidy policy. Transportation 9(4), 389–409 (1980)
Vuchic, V.: Urban Transit: Operations, Planning and Economics. Wiley, Hoboken (2005)
Zheng, N., Geroliminis, N.: Modeling and optimization of multimodal urban networks with limited parking and dynamic pricing. Transp. Res. Part B Methodol. 83, 36–58 (2016)
Acknowledgements
The authors are grateful to the Portuguese Science and Technology Foundation (FCT) for funding the research described in this paper (project UID/Multi/04427/2013 and scholarship SFRH/BD/52359/2013), and to the three anonymous reviewers whose comments significantly contributed to improve a previous version paper.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Cavadas, J., Antunes, A.P. An optimization model for integrated transit-parking policy planning. Transportation 46, 1867–1891 (2019). https://doi.org/10.1007/s11116-018-9905-4
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11116-018-9905-4