Agent-based optimisation of public transport supply and pricing: impacts of activity scheduling decisions and simulation randomness
The optimal setting of public transport pricing and supply levels has been traditionally analysed with analytical models that combine the objectives of users, service providers and decision makers in optimisation problems. In this paper, public transport fare and headway are jointly optimised using an activity-based simulation framework. Unlike traditional analytical models that find single optimal values for headway, fare and other optimisation variables, we obtain a range of values for the optimal fare and headway, due to the randomness in user behaviour that is inherent to an agent-based approach. Waiting times and implications of an active bus capacity constraint are obtained on an agent-by-agent basis. The maximisation of operator profit or social welfare result in different combinations of the most likely optimal headway and fare. We show that the gap between welfare and profit optimal solutions is smaller when users can adjust their departure time according to their activities, timetabling and convenience of the public transport service. Copyright Springer Science+Business Media New York 2015
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Volume (Year): 42 (2015)
Issue (Month): 6 (November)
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- Tirachini, Alejandro & Hensher, David A., 2011. "Bus congestion, optimal infrastructure investment and the choice of a fare collection system in dedicated bus corridors," Transportation Research Part B: Methodological, Elsevier, vol. 45(5), pages 828-844, June.
- Mohring, Herbert, 1972. "Optimization and Scale Economies in Urban Bus Transportation," American Economic Review, American Economic Association, vol. 62(4), pages 591-604, September.
- Ian W. H. Parry & Kenneth A. Small, 2009.
"Should Urban Transit Subsidies Be Reduced?,"
American Economic Review,
American Economic Association, vol. 99(3), pages 700-724, June.
- Parry, Ian W.H. & Small, Kenneth, 2007. "Should Urban Transit Subsidies Be Reduced?," Discussion Papers dp-07-38, Resources For the Future.
- Ian W.H. Parry & Kenneth A. Small, 2007. "Should Urban Transit Subsidies Be Reduced?," Working Papers 060723, University of California-Irvine, Department of Economics.
- De Borger, Bruno & Wouters, Sandra, 1998. "Transport externalities and optimal pricing and supply decisions in urban transportation: a simulation analysis for Belgium," Regional Science and Urban Economics, Elsevier, vol. 28(2), pages 163-197, March.
- DE BORGER, Bruno & WOUTERS, Sandra, 1995. "Transport externalities and optimal pricing and supply decisions in urban transportation: A simulation analysis for Belgium," SESO Working Papers 1995015, University of Antwerp, Faculty of Applied Economics.
- Leonardo J. Basso & Hugo E. Silva, 2014. "Efficiency and Substitutability of Transit Subsidies and Other Urban Transport Policies," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 1-33, November.
- Kraus, Marvin, 1991. "Discomfort externalities and marginal cost transit fares," Journal of Urban Economics, Elsevier, vol. 29(2), pages 249-259, March.
- Tirachini, Alejandro & Hensher, David A. & Rose, John M., 2014. "Multimodal pricing and optimal design of urban public transport: The interplay between traffic congestion and bus crowding," Transportation Research Part B: Methodological, Elsevier, vol. 61(C), pages 33-54.
- Nelson, Peter & Baglino, Andrew & Harrington, Winston & Safirova, Elena & Lipman, Abram, 2007. "Transit in Washington, DC: Current benefits and optimal level of provision," Journal of Urban Economics, Elsevier, vol. 62(2), pages 231-251, September.
- Nelson, Peter & Bagliano, Andrew & Harrington, Winston & Safirova, Elena & Lipman, Abram, 2006. "Transit in Washington, D.C.: Current Benefits and Optimal Level of Provision," Discussion Papers dp-06-21, Resources For the Future.
- Kraus, Marvin, 2003. "A new look at the two-mode problem," Journal of Urban Economics, Elsevier, vol. 54(3), pages 511-530, November.
- Marvin Kraus, 2002. "A New Look at the Two-Mode Problem," Boston College Working Papers in Economics 551, Boston College Department of Economics.
- David Charypar & Kai Nagel, 2005. "Generating complete all-day activity plans with genetic algorithms," Transportation, Springer, vol. 32(4), pages 369-397, July.
- Benjamin Kickhöfer & Dominik Grether & Kai Nagel, 2011. "Income-contingent user preferences in policy evaluation: application and discussion based on multi-agent transport simulations," Transportation, Springer, vol. 38(6), pages 849-870, November.
- Shyue Koong Chang & Schonfeld, Paul M., 1991. "Multiple period optimization of bus transit systems," Transportation Research Part B: Methodological, Elsevier, vol. 25(6), pages 453-478, December.
- Basso, Leonardo J. & Guevara, Cristián Angelo & Gschwender, Antonio & Fuster, Marcelo, 2011. "Congestion pricing, transit subsidies and dedicated bus lanes: Efficient and practical solutions to congestion," Transport Policy, Elsevier, vol. 18(5), pages 676-684, September.
- Kijung Ahn, 2009. "Road Pricing and Bus Service Policies," Journal of Transport Economics and Policy, University of Bath, vol. 43(1), pages 25-53, January.
- Richard Arnott & An Yan, 2000. "The Two-Mode Problem: Second-Best Pricing and Capacity," Boston College Working Papers in Economics 474, Boston College Department of Economics.
- Vickrey, William S, 1969. "Congestion Theory and Transport Investment," American Economic Review, American Economic Association, vol. 59(2), pages 251-260, May.
- Sergio Jara-DÃaz & Antonio Gschwender, 2003. "Towards a general microeconomic model for the operation of public transport," Transport Reviews, Taylor & Francis Journals, vol. 23(4), pages 453-469, July.
- Sergio Jara-Díaz & Antonio Gschwender, 2009. "The effect of financial constraints on the optimal design of public transport services," Transportation, Springer, vol. 36(1), pages 65-75, January.
- Tabuchi Takatoshi, 1993. "Bottleneck Congestion and Modal Split," Journal of Urban Economics, Elsevier, vol. 34(3), pages 414-431, November.
- Kraus, Marvin & Yoshida, Yuichiro, 2002. "The Commuter's Time-of-Use Decision and Optimal Pricing and Service in Urban Mass Transit," Journal of Urban Economics, Elsevier, vol. 51(1), pages 170-195, January.
- Rodrigo Fernandez & Nick Tyler, 2005. "Effect of Passenger--Bus--Traffic Interactions on Bus Stop Operations," Transportation Planning and Technology, Taylor & Francis Journals, vol. 28(4), pages 273-292, July. Full references (including those not matched with items on IDEAS)
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