A Multi-agent Simulation Framework for Emergency Evacuations Incorporating Personality and Emotions

Software simulations of building evacuation during emergency can provide rich qualitative and quantitative results for safety analysis However, the majority of them do not take into account current surveys on human behaviors under stressful situations that explain the important role of personality and emotions in crowd behaviors during evacuations In this paper we propose a framework for designing evacuation simulations that is based on a multi-agent BDI architecture enhanced with the OCEAN model of personality and the OCC model of emotions.

[1]  P. Petta,et al.  Emotions in Humans and Artifacts , 2003 .

[2]  Demetri Terzopoulos,et al.  Autonomous pedestrians , 2005, SCA '05.

[3]  Daniel Thalmann,et al.  Hierarchical Model for Real Time Simulation of Virtual Human Crowds , 2001, IEEE Trans. Vis. Comput. Graph..

[4]  Ralph H. Turner,et al.  Collective behavior, 3rd ed. , 1987 .

[5]  G. Keith Still Review of pedestrian and evacuation simulations , 2007, Int. J. Crit. Infrastructures.

[6]  Wentong Cai,et al.  Agent‐based human behavior modeling for crowd simulation , 2008, Comput. Animat. Virtual Worlds.

[7]  Kincho H. Law,et al.  Human and social behavior in computational modeling and analysis of egress , 2006 .

[8]  Jerome M. Chertkoff,et al.  Don't Panic: The Psychology of Emergency Egress and Ingress , 1999 .

[9]  Andrew Ortony,et al.  On making believable emotional agents believable , 1988 .

[10]  Norman I. Badler,et al.  Virtual Crowds: Methods, Simulation, and Control , 2008, Virtual Crowds: Methods, Simulation, and Control.

[11]  Siuming Lo,et al.  A Post-fire Survey on the Pre-evacuation Human Behavior , 2009 .

[12]  Dirk Helbing,et al.  Simulating dynamical features of escape panic , 2000, Nature.

[13]  Demetri Terzopoulos,et al.  Animating autonomous pedestrians , 2005, SIGGRAPH '05.

[14]  P. Costa,et al.  Normal Personality Assessment in Clinical Practice: The NEO Personality Inventory. , 1992 .

[15]  John M. Zelenski,et al.  Susceptibility to affect: a comparison of three personality taxonomies. , 1999, Journal of personality.