Efficient Simulation-Based Toll Optimization for Large-Scale Networks

References

• Albalate D, Bel G, Fageda X (2009) Privatization and regulatory reform of toll motorways in europe. Internat. J. Policy Admin. Institutions 22(2):295–318.Crossref, Google Scholar
• Chen X, Osorio C, Santos BF (2019) Simulation-based travel time reliable signal control. Transportation Sci. 53(2):523–544.Link, Google Scholar
• Chen X, Zhang L, He X, Xiong C, Zhu Z (2018) Simulation-based pricing optimization for improving network-wide travel time reliability. Transportmetrica A: Transportation Sci. 14(1-2):155–176.Crossref, Google Scholar
• Chen XM, Xiong C, He X, Zhu Z, Zhang L (2016) Time-of-day vehicle mileage fees for congestion mitigation and revenue generation: A simulation-based optimization method and its real-world application. Transportation Res. Part C: Emerging Tech. 63:71–95.Crossref, Google Scholar
• Chong L, Osorio C (2018) A simulation-based optimization algorithm for dynamic large-scale urban transportation problems. Transportation Sci. 52(3):637–656.Link, Google Scholar
• Corthout R, Himpe W, Viti F, Frederix R, Tampere CM (2014) Improving the efficiency of repeated dynamic network loading through marginal simulation. Transportation Res. Part C: Emerging Tech. 41:90–109.Crossref, Google Scholar
• Danaf M, Becker F, Song X, Atasoy B, Ben-Akiva M (2019) Online discrete choice models: Applications in personalized recommendations. Decision Support Systems 119:35–45.Crossref, Google Scholar
• de Palma A, Lindsey L (2011) Traffic congestion pricing methodologies and technologies. Transportation Res. Part C: Emerging Tech. 19(6):1377–1399.Crossref, Google Scholar
• Dong J, Mahmassani HS, Erdogan S, Lu CC (2011) State-dependent pricing for real-time freeway management: Anticipatory vs. reactive strategies. Transportation Res. Part C: Emerging Tech. 19(4):644–657.Crossref, Google Scholar
• Dong NA, Eckman DJ, Poloczek M, Zhao X, Henderson SG (2017) Comparing the finite-time performance of simulation-optimization algorithms. Chan WKV, D’Ambrogio A, Zacharewicz G, Mustafee N, Wainer G, Page E, eds. Proc. 2017 Winter Simulation Conf (IEEE, Piscataway, NJ).Google Scholar
• Google Maps (2017) Singapore Expressway Network.Google Scholar
• Gupta S, Seshadri R, Atasoy B, Prakash AA, Fereira F, Tan G, Ben-Akiva M (2020) Real-time predictive control strategy optimization. Transportation Res. Record 2674(3):1–11.Crossref, Google Scholar
• Halvorson R, Nookala M, Buckeye KR (2011) High occupancy toll lane innovations: I-394 mnpass. Transportation Res. Board Annual Meeting, Washington DC.Google Scholar
• Han L, Wang DZW, Lo HK, Zhu C, Cai X (2017) Discrete-time day-to-day dynamic congestion pricing scheme considering multiple equilibria. Transportation Res. Part B: Methodology 104:1–16.Crossref, Google Scholar
• Hassan A, Abdelghany K, Semple J (2013) Dynamic road pricing for revenue maximization: Modeling framework and solution methodology. Transportation Res. Rec. (2345):100–108.Crossref, Google Scholar
• Jang K, Chung K, Yeo H (2014) A dynamic pricing strategy for high occupancy toll lanes. Transportation Res. Part A: Policy Practice 67(C):69–80.Crossref, Google Scholar
• Land Transport Authority (2019) Erp Rates. Accessed August 26, 2019, https://www.onemotoring.com.sg/content/onemotoring/en/on_the_roads/ERP_Rates.html.Google Scholar
• Liu Z, Wang S, Zhou B, Cheng Q (2017) Robust optimization of distance-based tolls in a network considering stochastic day to day dynamics. Transportation Res. Part C: Emerging Tech. 79:58–72.Crossref, Google Scholar
• Lou Y, Yin Y, Laval JA (2011) Optimal dynamic pricing strategies for high-occupancy/toll lanes. Transportation Res. Part C: Emerging Tech. 19(1):64–74.Crossref, Google Scholar
• Mathworks, Inc. (2016) Global Optimization Toolbox User's Guide Matlab (R2016b) (The MathWorks, Natick, MA).Google Scholar
• Osorio C (2019) Dynamic origin-destination matrix calibration for large-scale network simulators. Transportation Res. Part C: Emerging Tech. 98:186–206.Crossref, Google Scholar
• Osorio C, Bierlaire M (2013) A simulation-based optimization framework for urban transportation problems. Oper. Res. 61(6):1333–1345.Link, Google Scholar
• Osorio C, Chong L (2015) A computationally efficient simulation-based optimization algorithm for large-scale urban transportation. Transportation Sci. 49(3):623–636.Link, Google Scholar
• Osorio C, Nanduri K (2015) Energy-efficient urban traffic management: a microscopic simulation-based approach. Transportation Sci. 49(3):637–651.Link, Google Scholar
• Osorio C, Selvam K (2017) Simulation-based optimization: achieving computational efficiency through the use of multiple simulators. Transportation Sci. 51(2):395–411.Link, Google Scholar
• Saleh W, Sammer G (2009) Travel demand management and road user pricing: Success, failure and feasibility. Saleh W, Sammer G, eds. Travel Demand Management and Road User Pricing: Success, Failure and Feasibility (Routledge, New York), 1–9.Google Scholar
• Seik FT (2000) An advanced demand management instrument in urban transport: Electronic road pricing in Singapore. Cities 17:33–45.Crossref, Google Scholar
• Tay T, Osorio C (2017) An efficient sampling method for stochastic simulation-based transportation optimization. First INFORMS Transportation Sci. Logistics (TSL) Conf., Chicago.Google Scholar
• Toledo T, Mansour O, Haddad J (2015) Simulation-based optimization of hot lane tolls. Transportation Res. Procedia 6:189–197.Crossref, Google Scholar
• Vu V, Hashemi H, Seshadri R, Gupta S, Tan G, Prakash AA, Ben-Akiva M (2018) Predictive distance-based toll optimization under elastic demand for real-time traffic management. Transportation Res. Board Annual Meeting, Washington DC.Google Scholar
• Wang W, Wan H, Chang KH (2016) Randomized block coordinate descendant STRONG for large-scale stochastic optimization. 2016 Winter Simulation Conf. (IEEE), 614–625.Crossref, Google Scholar
• Xu J, Nelson BL, Hong JL (2013) An adaptive hyperbox algorithm for high-dimensional discrete optimization via simulation problems. INFORMS J. Comput. 25(1):133–146.Link, Google Scholar
• Zhang Y, Atasoy B, Ben-Akiva M (2018) Calibration and optimization for adaptive toll pricing. Transportation Res. Board Annual Meeting, Washington DC.Google Scholar
• Zhang C, Osorio C, Flötteröd G (2017) Efficient calibration techniques for large-scale traffic simulators. Transportation Res. Part B: Methodology 97:214–239.Crossref, Google Scholar
• Zheng N, Rérat G, Geroliminis N (2016) Time-dependent area-based pricing for multimodal systems with heterogeneous users in an agent-based environment. Transportation Res. Part B: Methodology 62:133–148.Crossref, Google Scholar