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Effects of step time and neighbourhood rules on pedestrian evacuation using an extended cellular automata model considering aggressiveness

Author

Listed:
  • Qiu, Hongpeng
  • Wang, Xuan
  • Lin, Peng
  • Lee, Eric W.M.

Abstract

Cellular automaton (CA) models have been used to study pedestrian evacuation for many years. The time step and pedestrian evacuation neighbourhood rules are core elements of the CA models for the study of pedestrian dynamics, which have different consequences under different conditions and, therefore, need to be taken seriously. In this paper, we combine pedestrian aggressiveness with the individual’s environment and consider the pros and cons of each of their choices to optimise aggressiveness, and we discuss the impact of time step and neighbourhood rules on pedestrian dynamics under competitive conditions. Multi-velocity two-dimensional floor field cellular automaton (FFCA) is used to consider the impact of aggressiveness on speed and spatial competitiveness. After we optimise aggressiveness, the total evacuation time differs greatly from before in the multi-step method model (MSMM) when pedestrian evacuation follows Moore’s neighbourhood rule. When pedestrian evacuation follows von Neumann’s neighbourhood rule, in the velocity ratio method model (VRMM) and the MSMM, the total evacuation time changes with aggressiveness in the same trend, first showing the phenomenon of ‘faster is faster’ and then ‘faster is slower’, but the greater aggressiveness is, the greater the difference in evacuation time is between the two models. When pedestrian evacuation follows Moore’s neighbourhood rule, the total evacuation time has opposite trends to aggressiveness under the VRMM and the MSMM. In addition, in the VRMM, the total evacuation time of pedestrians following von Neumann’s neighbourhood rule is always much greater, almost twice as long, than when following Moore’s neighbourhood rule. In the MSMM, the difference in the total pedestrian evacuation time following different neighbourhood rules is much more complicated.

Suggested Citation

  • Qiu, Hongpeng & Wang, Xuan & Lin, Peng & Lee, Eric W.M., 2024. "Effects of step time and neighbourhood rules on pedestrian evacuation using an extended cellular automata model considering aggressiveness," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 636(C).
    • Handle: RePEc:eee:phsmap:v:636:y:2024:i:c:s037843712400075x
    DOI: 10.1016/j.physa.2024.129567
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    References listed on IDEAS

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    1. Dirk Helbing & Illés Farkas & Tamás Vicsek, 2000. "Simulating dynamical features of escape panic," Nature, Nature, vol. 407(6803), pages 487-490, September.
    2. Li, Yang & Chen, Maoyin & Dou, Zhan & Zheng, Xiaoping & Cheng, Yuan & Mebarki, Ahmed, 2019. "A review of cellular automata models for crowd evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 526(C).
    3. Li, Yang & Chen, Maoyin & Zheng, Xiaoping & Dou, Zhan & Cheng, Yuan, 2020. "Relationship between behavior aggressiveness and pedestrian dynamics using behavior-based cellular automata model," Applied Mathematics and Computation, Elsevier, vol. 371(C).
    4. Song, Xiao & Ma, Liang & Ma, Yaofei & Yang, Chen & Ji, Hang, 2016. "Selfishness- and Selflessness-based models of pedestrian room evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 447(C), pages 455-466.
    5. Muramatsu, Masakuni & Irie, Tunemasa & Nagatani, Takashi, 1999. "Jamming transition in pedestrian counter flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 267(3), pages 487-498.
    6. Luo, Lin & Liu, Xiaobo & Fu, Zhijian & Ma, Jian & Liu, Fanxiao, 2020. "Modeling following behavior and right-side-preference in multidirectional pedestrian flows by modified FFCA," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 550(C).
    7. Hu, Xiangmin & Chen, Tao & Deng, Kaifeng & Wang, Guanning, 2023. "Effects of aggressiveness on pedestrian room evacuation using extended cellular automata model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 619(C).
    8. Leng, Biao & Wang, Jianyuan & Zhao, Wenyuan & Xiong, Zhang, 2014. "An extended floor field model based on regular hexagonal cells for pedestrian simulation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 402(C), pages 119-133.
    9. Burstedde, C & Klauck, K & Schadschneider, A & Zittartz, J, 2001. "Simulation of pedestrian dynamics using a two-dimensional cellular automaton," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 295(3), pages 507-525.
    10. Fang, Zhiming & Song, Weiguo & Zhang, Jun & Wu, Hao, 2010. "Experiment and modeling of exit-selecting behaviors during a building evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(4), pages 815-824.
    11. Fu, Zhijian & Zhou, Xiaodong & Zhu, Kongjin & Chen, Yanqiu & Zhuang, Yifan & Hu, Yuqi & Yang, Lizhong & Chen, Changkun & Li, Jian, 2015. "A floor field cellular automaton for crowd evacuation considering different walking abilities," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 420(C), pages 294-303.
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