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Cellular automata simulation of traffic including cars and bicycles

Author

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  • Vasic, Jelena
  • Ruskin, Heather J.

Abstract

As ‘greening’ of all aspects of human activity becomes mainstream, transportation science is also increasingly focused around sustainability. Modal co-existence between motorised and non-motorised traffic on urban networks is, in this context, of particular interest for traffic flow modelling. The main modelling problems here are posed by the heterogeneity of vehicles, including size and dynamics, and by the complex interactions at intersections. Herein we address these with a novel technique, based on one-dimensional cellular automata components, for modelling network infrastructure and its occupancy by vehicles. We use this modelling approach, together with a corresponding vehicle behaviour model, to simulate combined car and bicycle traffic for two elemental scenarios—examples of components that would be used in the building of an arbitrary network. Results of simulations performed on these scenarios, (i) a stretch of road and (ii) an intersection causing conflict between cars and bicycles sharing a lane, are presented and analysed.

Suggested Citation

  • Vasic, Jelena & Ruskin, Heather J., 2012. "Cellular automata simulation of traffic including cars and bicycles," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(8), pages 2720-2729.
  • Handle: RePEc:eee:phsmap:v:391:y:2012:i:8:p:2720-2729
    DOI: 10.1016/j.physa.2011.12.018
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    References listed on IDEAS

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    1. Nagatani, Takashi, 2006. "Control of vehicular traffic through a sequence of traffic lights positioned with disordered interval," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 368(2), pages 560-566.
    2. Xie, Dong-Fan & Gao, Zi-You & Zhao, Xiao-Mei & Li, Ke-Ping, 2009. "Characteristics of mixed traffic flow with non-motorized vehicles and motorized vehicles at an unsignalized intersection," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(10), pages 2041-2050.
    3. Xin-Gang Li & Zi-You Gao & Bin Jia & Xiao-Mei Zhao, 2009. "Cellular Automata Model For Unsignalized T-Shaped Intersection," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 20(04), pages 501-512.
    4. Ruili Wang & H. J. Ruskin, 2006. "Modelling Traffic Flow At Multi-Lane Urban Roundabouts," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 17(05), pages 693-710.
    5. J. Esser & M. Schreckenberg, 1997. "Microscopic Simulation of Urban Traffic Based on Cellular Automata," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 8(05), pages 1025-1036.
    6. Y. Feng & Y. Liu & P. Deo & H. J. Ruskin, 2007. "Heterogeneous Traffic Flow Model For A Two-Lane Roundabout And Controlled Intersection," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 107-117.
    7. Xin-Gang Li & Zi-You Gao & Bin Jia & Xiao-Mei Zhao, 2009. "Modeling The Interaction Between Motorized Vehicle And Bicycle By Using Cellular Automata Model," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 20(02), pages 209-222.
    8. John Zacharias, 2002. "Bicycle in Shanghai: Movement patterns, cyclist attitudes and the impact of traffic separation," Transport Reviews, Taylor & Francis Journals, vol. 22(3), pages 309-322, January.
    9. S. Scellato & L. Fortuna & M. Frasca & J. Gómez-Gardeñes & V. Latora, 2010. "Traffic optimization in transport networks based on local routing," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 73(2), pages 303-308, January.
    10. Brilon, Werner & Koenig, Ralph & Troutbeck, Rod J., 1999. "Useful estimation procedures for critical gaps," Transportation Research Part A: Policy and Practice, Elsevier, vol. 33(3-4), pages 161-186, April.
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    4. Xue, Shuqi & Jia, Bin & Jiang, Rui & Li, Xingang & Shan, Jingjing, 2017. "An improved Burgers cellular automaton model for bicycle flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 487(C), pages 164-177.
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    6. Paulsen, Mads & Rasmussen, Thomas Kjær & Nielsen, Otto Anker, 2019. "Fast or forced to follow: A speed heterogeneous approach to congested multi-lane bicycle traffic simulation," Transportation Research Part B: Methodological, Elsevier, vol. 127(C), pages 72-98.
    7. Ni, Ying & Li, Yixin & Yuan, Yufei & Sun, Jian, 2023. "An operational simulation framework for modelling the multi-interaction of two-wheelers on mixed-traffic road segments," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 611(C).
    8. Rui Jiang & Mao-Bin Hu & Qing-Song Wu & Wei-Guo Song, 2017. "Traffic Dynamics of Bicycle Flow: Experiment and Modeling," Transportation Science, INFORMS, vol. 51(3), pages 998-1008, August.
    9. Li, Yixin & Ni, Ying & Sun, Jian & Ma, Zian, 2020. "Modeling the illegal lane-changing behavior of bicycles on road segments: Considering lane-changing categories and bicycle heterogeneity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 541(C).
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