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Modeling transport management and land use over time

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  • Ma, Xiaosu
  • Lo, Hong K.

Abstract

Due to ever increasing travel demand, fiscal and environmental constraints, it is recognized that pure transport supply or pure demand management alone is not effective to mitigate traffic congestion. Developing integrated transport supply and demand management (TS–DM) strategies is crucial for ensuring sustainable urban development. TS–DM strategies will not only affect the transport system performance, but also induce changes in the land use pattern and hence changes in land value. Moreover, the implementation of TS–DM strategies typically involves a progressively phased schedule; one must account for the costs and effects that accrue over time. This paper develops a formulation to study the impact of TS–DM strategies on the overall system performance and activity location costs expressed as land value. Specifically, a nested multinomial logit model combined with the bid-rent process is formulated to model residents’ location and travel choices, with the problem of housing supply integrated in this framework. The overall combined network equilibrium problem is expressed as a non-linear complementarity problem. The existence and uniqueness of the equilibrium solutions are investigated through an equivalent mathematical programming formulation. Moreover, analytical results are derived to study the distribution of benefits due to transport infrastructure improvement among different stakeholders for networks with one origin–destination (OD) pair, for scenarios of homogenous and heterogeneous values of time. The analytical results show that transport improvements benefit landowners or developers rather than tenants under the scenario of homogeneous value of time; and benefit people with a higher income more under the scenario of heterogeneous value of time. Finally, a mathematical program is developed to determine the optimal TS–DM strategies over time in order to optimize the overall system performance. For general networks with multiple OD pairs, where analytical results are not available, a numerical example is provided to illustrate the effects of TS–DM strategies, which generally echo the analytical results developed for the case with one OD pair.

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  • Ma, Xiaosu & Lo, Hong K., 2012. "Modeling transport management and land use over time," Transportation Research Part B: Methodological, Elsevier, vol. 46(6), pages 687-709.
    • Handle: RePEc:eee:transb:v:46:y:2012:i:6:p:687-709
    DOI: 10.1016/j.trb.2012.01.010
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    as
    1. Szeto, W.Y. & Lo, Hong K., 2008. "Time-dependent transport network improvement and tolling strategies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(2), pages 376-391, February.
    2. Hideo Konishi, 2004. "Uniqueness of User Equilibrium in Transportation Networks with Heterogeneous Commuters," Transportation Science, INFORMS, vol. 38(3), pages 315-330, August.
    3. Small, Kenneth A & Rosen, Harvey S, 1981. "Applied Welfare Economics with Discrete Choice Models," Econometrica, Econometric Society, vol. 49(1), pages 105-130, January.
    4. Lo, Hong K. & Szeto, W.Y., 2009. "Time-dependent transport network design under cost-recovery," Transportation Research Part B: Methodological, Elsevier, vol. 43(1), pages 142-158, January.
    5. Timmermans, Harry J.P. & Zhang, Junyi, 2009. "Modeling household activity travel behavior: Examples of state of the art modeling approaches and research agenda," Transportation Research Part B: Methodological, Elsevier, vol. 43(2), pages 187-190, February.
    6. Bravo, Mario & Briceño, Luis & Cominetti, Roberto & Cortés, Cristián E. & Martínez, Francisco, 2010. "An integrated behavioral model of the land-use and transport systems with network congestion and location externalities," Transportation Research Part B: Methodological, Elsevier, vol. 44(4), pages 584-596, May.
    7. Christer Anderstig & Lars‐Göran Mattsson, 1991. "An Integrated Model Of Residential And Employment Location In A Metropolitan Region," Papers in Regional Science, Wiley Blackwell, vol. 70(2), pages 167-184, April.
    8. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    9. Jonas Eliasson & Lars-Göran Mattsson, 2001. "Transport and Location Effects of Road Pricing: A Simulation Approach," Journal of Transport Economics and Policy, University of Bath, vol. 35(3), pages 417-456, September.
    10. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    11. Mattsson, Lars-Goran, 1984. "Equivalence between welfare and entropy approaches to residential location," Regional Science and Urban Economics, Elsevier, vol. 14(2), pages 147-173, May.
    12. repec:bla:econom:v:62:y:1995:i:246:p:247-67 is not listed on IDEAS
    13. Wang, David Z.W. & Lo, Hong K., 2010. "Global optimum of the linearized network design problem with equilibrium flows," Transportation Research Part B: Methodological, Elsevier, vol. 44(4), pages 482-492, May.
    14. Lo, Hong K. & Chen, Anthony, 2000. "Traffic equilibrium problem with route-specific costs: formulation and algorithms," Transportation Research Part B: Methodological, Elsevier, vol. 34(6), pages 493-513, August.
    15. Francisco Martínez & Claudio Araya, 2000. "Transport and Land-Use Benefits under Location Externalities," Environment and Planning A, , vol. 32(9), pages 1611-1624, September.
    16. Lam, William H. K. & Huang, Hai-Jun, 1992. "A combined trip distribution and assignment model for multiple user classes," Transportation Research Part B: Methodological, Elsevier, vol. 26(4), pages 275-287, August.
    17. Carlos F. Daganzo, 1983. "Stochastic Network Equilibrium with Multiple Vehicle Types and Asymmetric, Indefinite Link Cost Jacobians," Transportation Science, INFORMS, vol. 17(3), pages 282-300, August.
    18. Luis Briceño & Roberto Cominetti & Cristián Cortés & Francisco Martínez, 2008. "An Integrated Behavioral Model of Land Use and Transport System: A Hyper-network Equilibrium Approach," Networks and Spatial Economics, Springer, vol. 8(2), pages 201-224, September.
    19. Martínez, Francisco J., 1995. "Access: The transport-land use economic link," Transportation Research Part B: Methodological, Elsevier, vol. 29(6), pages 457-470, December.
    20. Hong K. Lo & W. Y. Szeto, 2004. "Planning transport network improvements over time," Chapters, in: Der-Horng Lee (ed.), Urban and Regional Transportation Modeling, chapter 9, Edward Elgar Publishing.
    21. Boyce, David & Mattsson, Lars-Göran, 1999. "Modeling residential location choice in relation to housing location and road tolls on congested urban highway networks," Transportation Research Part B: Methodological, Elsevier, vol. 33(8), pages 581-591, November.
    22. Zhang, Junyi & Kuwano, Masashi & Lee, Backjin & Fujiwara, Akimasa, 2009. "Modeling household discrete choice behavior incorporating heterogeneous group decision-making mechanisms," Transportation Research Part B: Methodological, Elsevier, vol. 43(2), pages 230-250, February.
    23. Luathep, Paramet & Sumalee, Agachai & Lam, William H.K. & Li, Zhi-Chun & Lo, Hong K., 2011. "Global optimization method for mixed transportation network design problem: A mixed-integer linear programming approach," Transportation Research Part B: Methodological, Elsevier, vol. 45(5), pages 808-827, June.
    24. Lars Lundqvist & Lars-Göran Mattsson & Tschangho John Kim (ed.), 1998. "Network Infrastructure and the Urban Environment," Advances in Spatial Science, Springer, number 978-3-642-72242-4.
    25. Yang, Hai & Huang, Hai-Jun, 2004. "The multi-class, multi-criteria traffic network equilibrium and systems optimum problem," Transportation Research Part B: Methodological, Elsevier, vol. 38(1), pages 1-15, January.
    26. Chang, Justin Sueun & Mackett, Roger Laurence, 2006. "A bi-level model of the relationship between transport and residential location," Transportation Research Part B: Methodological, Elsevier, vol. 40(2), pages 123-146, February.
    27. Szeto, W.Y. & Lo, Hong K., 2006. "Transportation network improvement and tolling strategies: The issue of intergeneration equity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(3), pages 227-243, March.
    28. Lam, William H. K. & Huang, Hai-Jun, 1992. "Calibration of the combined trip distribution and assignment model for multiple user classes," Transportation Research Part B: Methodological, Elsevier, vol. 26(4), pages 289-305, August.
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