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An agent model of crowd behavior in emergencies

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Abstract

An agent model of crowd (ensemble) behavior in emergencies was presented. This model is distinguished for the allowance for dynamics of each agent from the ensemble under consideration. The crowd effect manifests itself mostly as attraction or repulsion of closely set agents with a probability depending on the agent’s psychological type. Consideration was given to the effects associated with the crowd “turbulence.” Operation of the intelligent rescue agents was simulated. The impact of the configuration of spatial agent allocation on the dynamics of their evacuation in emergencies was analyzed. The influence of the intelligent rescue agents on the system was studied, and an adaptive procedure for training such agents was developed.

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References

  1. Johansson, A., Helbing, D., Al-Abideen, H.Z., et al., From Crowd Dynamics to Crowd Safety: A Video-Based Analysis, Adv. Complex Syst., 2008, vol. 11, no. 4, pp. 497–527.

    Article  MATH  Google Scholar 

  2. Musse, S.R. and Thalmann, D., A Model of Human Crowd Behavior: Group Inter-Relationship and Collision Detection Analysis Computer Animation and Simulations’ 97, in Proc. Eur. Workshop, Budapest, Wien: Springer, 1997, pp. 39–51.

    Google Scholar 

  3. Helitsvaara, S., Korhonen, T., Hostikka, S., et al., Counterflow Model for Agent-Based Simulation of Crowd Dynamics, Building Environment, 2012, vol. 48, no. 1, pp. 89–100.

    Article  Google Scholar 

  4. Ding, A.W., Implementing Real-Time Grouping for Fast Egress in Emergency, Safety Sci., 2011, vol. 49, no. 10, pp. 1404–1411.

    Article  Google Scholar 

  5. Wen-Hu Qin, Guo-Hui Su, and Xiao-Na Li., Technology for Simulating Crowd Evacuation Behaviors, Int. J. Automat. Comput., 2009, vol. 6, no. 4, pp. 351–355.

    Article  Google Scholar 

  6. Bonabeau, E., Agent-Based Modeling: Methods and Techniques for Simulating Human Systems, Proc. Natl. Acad. Sci., 2002, vol. 99, no. 3, pp. 7280–7287.

    Article  Google Scholar 

  7. Helbing, D., Johansson, A., and Al-Abideen, H.Z., Crowd Turbulence: The Physics of Crowd Disasters, in Fifth Int. Conf. Nonlinear Mechanics (ICNM-V), 2007, pp. 967–969.

    Google Scholar 

  8. Kirik, E.S., Kruglov, D.V., and Yurgel’yan, T.B., On Discrete Model of Human Motion with an Element of Environmental Analysis, Zh. SFU, Ser. Mat. Phys., 2008, vol. 1, no. 3, pp. 262–271.

    Google Scholar 

  9. Evsyukov, A.A., 3D Simulator of Evacuation of People at Fire in the Educational Institutions, in Collected Papers VII Int. Conf. “Innovative Informational-and-Pedagogical Technologies in Education,” Moscow, 2012, pp. 98–104.

    Google Scholar 

  10. Akopov, A.S. and Beklaryan, L., Simulation of Human Crowd Behavior in Extreme Situations, Int. J. Pure Appl. Math., 2012, vol. 79, no. 1, pp. 121–138.

    MATH  MathSciNet  Google Scholar 

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Correspondence to A. S. Akopov or L. A. Beklaryan.

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Original Russian Text © A.S. Akopov, L.A. Beklaryan, 2015, published in Avtomatika i Telemekhanika, 2015, No. 10, pp. 131–143.

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Akopov, A.S., Beklaryan, L.A. An agent model of crowd behavior in emergencies. Autom Remote Control 76, 1817–1827 (2015). https://doi.org/10.1134/S0005117915100094

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  • DOI: https://doi.org/10.1134/S0005117915100094

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