Binary Decision Process in Pre-Evacuation Behavior

arXiv:2508.08284v1 Announce Type: new
Abstract: In crowd evacuation the time interval before decisive movement towards a safe place is defined as the pre-evacuation phase, and it has crucial impact on the total time required to safe egress. This process mainly refers to situation awareness and response to an external stressors, e.g., fire alarm. Due to the complexity of human cognitive process, stimulation is widely used to study this important time interval. In this paper a binary decision process is formulated to simulate pre-evacuation time of many evacuees in a given social context. The model combines classic opinion dynamics with binary phase transition to describe how pre-evacuation time emerges from individual interaction. The model parameters are conceptually meaningful to human factors research within socio-psychological background, e.g., whether an individual is stubborn or open-minded, or what kind of the social topology exists among the individuals and how it matters in aggregating individuals into social groups. The modeling framework also describes collective motion of many evacuees in a planar space, and the resulting multi-agent system is partly similar to Vicsek model, and it is meaningful to explore complex crowd behavior in social context.