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Intersection multi-objective optimization on signal setting and lane assignment

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  • Li, Xiang
  • Sun, Jian-Qiao

Abstract

Increasing traffic volumes result in congestion especially at intersections in urban areas. Effective regulation of vehicle flows at intersections has always been an important issue in the traffic control system. This paper presents a multi-objective optimization method for improving traffic performance at intersections. Vehicle conflicts and pedestrian interference are considered in the microscopic simulation of the traffic system. Three categories of the traffic performance are studied including transportation efficiency, energy consumption and road safety. The signal timing and lane assignment are optimized for different traffic flows. The multi-objective optimization problem is solved with the cell mapping method. The optimization results with constant traffic demands show the conflicting nature of different performance objectives. The influence of different traffic variables on the intersection performance is investigated. We further propose a dynamic optimization algorithm to handle the varying traffic demands. It is observed that the proposed optimization method is effective in controlling the traffic at the intersection to meet multiple objectives. Different control demands can be satisfied and optimal performance can be obtained.

Suggested Citation

  • Li, Xiang & Sun, Jian-Qiao, 2019. "Intersection multi-objective optimization on signal setting and lane assignment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 525(C), pages 1233-1246.
  • Handle: RePEc:eee:phsmap:v:525:y:2019:i:c:p:1233-1246
    DOI: 10.1016/j.physa.2019.04.223
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    References listed on IDEAS

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    1. Wong, C.K. & Heydecker, B.G., 2011. "Optimal allocation of turns to lanes at an isolated signal-controlled junction," Transportation Research Part B: Methodological, Elsevier, vol. 45(4), pages 667-681, May.
    2. Li, Xiang & Sun, Jian-Qiao, 2016. "Effects of turning and through lane sharing on traffic performance at intersections," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 444(C), pages 622-640.
    3. Nagatani, Takashi, 2007. "Vehicular traffic through a self-similar sequence of traffic lights," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 386(1), pages 381-387.
    4. Nagatani, Takashi, 2007. "Vehicular traffic through a sequence of green-wave lights," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 380(C), pages 503-511.
    5. Li, Xiang & Sun, Jian-Qiao, 2015. "Studies of vehicle lane-changing to avoid pedestrians with cellular automata," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 438(C), pages 251-271.
    6. Jörg Fliege & Benar Fux Svaiter, 2000. "Steepest descent methods for multicriteria optimization," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 51(3), pages 479-494, August.
    7. Li, Xiang & Sun, Jian-Qiao, 2014. "Effect of interactions between vehicles and pedestrians on fuel consumption and emissions," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 416(C), pages 661-675.
    8. Xiaomeng Li & Xuedong Yan & Xingang Li & Jiangfeng Wang, 2012. "Using Cellular Automata to Investigate Pedestrian Conflicts with Vehicles in Crosswalk at Signalized Intersection," Discrete Dynamics in Nature and Society, Hindawi, vol. 2012, pages 1-16, November.
    9. Nagatani, Takashi, 2007. "Clustering and maximal flow in vehicular traffic through a sequence of traffic lights," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 377(2), pages 651-660.
    10. Wong, C. K. & Wong, S. C., 2003. "Lane-based optimization of signal timings for isolated junctions," Transportation Research Part B: Methodological, Elsevier, vol. 37(1), pages 63-84, January.
    11. Li, Xiang & Sun, Jian-Qiao, 2017. "Studies of vehicle lane-changing dynamics and its effect on traffic efficiency, safety and environmental impact," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 467(C), pages 41-58.
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    2. Suhaib Alshayeb & Aleksandar Stevanovic & Nikola Mitrovic & Elio Espino, 2022. "Traffic Signal Optimization to Improve Sustainability: A Literature Review," Energies, MDPI, vol. 15(22), pages 1-24, November.
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