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Simulating pedestrian avoidance: The human-zombie game.

Juan P Oriana1, German A Patterson2, Daniel R Parisi2

  • 1<a href="https://ror.org/02qwadn23">Instituto Tecnológico de Buenos Aires (ITBA)</a>, Lavardén 315, 1437 C. A. de Buenos Aires, Argentina.

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Summary
This summary is machine-generated.

This study models a human-zombie game using active matter principles. The system shows complex dynamics, including phase transitions, influenced by agent density and initial conditions.

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Area of Science:

  • Complex Systems
  • Active Matter Physics
  • Computational Social Science

Background:

  • Active matter systems exhibit self-propulsion and collective behaviors.
  • Pedestrian collision avoidance models offer insights into agent interactions.
  • Predator-prey dynamics and contagion processes are key ecological and social phenomena.

Purpose of the Study:

  • To simulate an active matter system using a human-zombie game.
  • To investigate the impact of agent density and initial conditions on system dynamics.
  • To identify emergent behaviors, including phase transitions, in a closed geometry.

Main Methods:

  • Implementation of a simulated active matter system based on the pedestrian collision avoidance paradigm.
  • Modeling a predator-prey scenario with a one-way contagion process (humans to zombies).
  • Analysis of system responses under varying numbers of human and zombie agents in a closed geometry.

Main Results:

  • A single zombie agent always captures a human agent when maximum speeds are equal.
  • Two zombie agents fail to capture a single human agent under the same speed conditions.
  • Observable metrics like final zombie fraction and conversion time change significantly at intermediate densities, indicating complex system behavior.

Conclusions:

  • The human-zombie simulation demonstrates density-dependent emergent behaviors.
  • Evidence of a first-order phase transition is observed, indicated by changes in mean population speed.
  • The study highlights the utility of active matter models for understanding contagion and predator-prey dynamics.