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Improved social force model considering conflict avoidance.

Qiaoru Li1, Ying Liu1, Zengxin Kang2

  • 1School of Civil and Transportation Engineering, Hebei University of Technology, Tianjin 300401, China.

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Summary
This summary is machine-generated.

This study enhances the social force model (SFM) for pedestrian dynamics by incorporating proactive conflict avoidance. This improved model leads to smoother, more realistic pedestrian movement and evacuation simulations.

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Area of Science:

  • Engineering
  • Computer Science
  • Social Sciences

Background:

  • The social force model (SFM) is commonly used for simulating pedestrian dynamics.
  • Existing SFM has limitations in accurately representing pedestrian interactions in real-world scenarios.

Purpose of the Study:

  • To propose an improved social force model (SFM) that incorporates proactive conflict avoidance.
  • To enhance the realism of pedestrian dynamics simulations.

Main Methods:

  • Developed an improved SFM with a conflict avoidance force.
  • Defined the response range based on response time and relative velocity.
  • Conducted simulations to analyze pedestrian trajectories and evacuation efficiency.

Main Results:

  • The conflict avoidance force significantly improves pedestrian trajectory smoothness and realism.
  • Moderate response times can lead to minimum evacuation efficiency in high-density scenarios.
  • The improved SFM provides a more accurate representation of pedestrian interactions.

Conclusions:

  • Proactive conflict avoidance is crucial for realistic pedestrian dynamics modeling.
  • The findings offer insights for optimizing evacuation strategies and crowd management.
  • The enhanced SFM can be applied to normal evacuation scenarios for better simulation outcomes.