The role of crowd behavior and cooperation strategies during evacuation

Crowd dynamics have constituted a hotspot of research in recent times, particularly in areas where developmental progress has taken place in crowd evacuation for ensuring human safety. In high-density crowd events which happen frequently, panic or an emergency can lead to an increase in congestion w...

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Main Authors: Mohd Ibrahim, Azhar, Venkat, Ibrahim, De Wilde, Philippe, Bahamid, Alala, Mohd Romlay, Muhammad Rabani
Format: Article
Language:English
English
Published: SAGE Publishing 2022
Subjects:
Online Access:http://irep.iium.edu.my/96658/1/in%20press.pdf
http://irep.iium.edu.my/96658/2/Publisher%20website.pdf
http://irep.iium.edu.my/96658/
https://journals.sagepub.com/doi/full/10.1177/00375497221075611
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spelling my.iium.irep.966582022-02-10T01:08:21Z http://irep.iium.edu.my/96658/ The role of crowd behavior and cooperation strategies during evacuation Mohd Ibrahim, Azhar Venkat, Ibrahim De Wilde, Philippe Bahamid, Alala Mohd Romlay, Muhammad Rabani QA75 Electronic computers. Computer science T Technology (General) Crowd dynamics have constituted a hotspot of research in recent times, particularly in areas where developmental progress has taken place in crowd evacuation for ensuring human safety. In high-density crowd events which happen frequently, panic or an emergency can lead to an increase in congestion which may cause disastrous incidents. Crowd control planning via simulation of people’s movement and behavior can promote safe departures from a space, despite threatening circumstances. Up until now, the evolution of distinctive types of crowd behavior towards cooperative flow remains unexplored. Hence, in this paper, we investigate the impact of potential crowd behavior, namely best-response, risk-seeking, risk-averse, and risk-neutral agents in achieving cooperation during evacuation and its connection with evacuation time using a game-theoretic evacuation simulation model. We analyze the crowd evacuation of a rectangular room with either a single-door or multiple exits in a continuous space. Simulation results show that mutual cooperation during evacuation can be realized when the agents’ population is dominated by risk-averse agents. The results also demonstrate that the risk-seeking agents tend toward aggressiveness by opting for a defector strategy regardless of the local crowd densities, while other crowd behavior shows cooperation under high local crowd density. SAGE Publishing 2022-02-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/96658/1/in%20press.pdf application/pdf en http://irep.iium.edu.my/96658/2/Publisher%20website.pdf Mohd Ibrahim, Azhar and Venkat, Ibrahim and De Wilde, Philippe and Bahamid, Alala and Mohd Romlay, Muhammad Rabani (2022) The role of crowd behavior and cooperation strategies during evacuation. SIMULATION: Transactions of The Society for Modeling and Simulation International. ISSN 0037-5497 E-ISSN 1741-3133 (In Press) https://journals.sagepub.com/doi/full/10.1177/00375497221075611 10.1177/00375497221075611
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic QA75 Electronic computers. Computer science
T Technology (General)
spellingShingle QA75 Electronic computers. Computer science
T Technology (General)
Mohd Ibrahim, Azhar
Venkat, Ibrahim
De Wilde, Philippe
Bahamid, Alala
Mohd Romlay, Muhammad Rabani
The role of crowd behavior and cooperation strategies during evacuation
description Crowd dynamics have constituted a hotspot of research in recent times, particularly in areas where developmental progress has taken place in crowd evacuation for ensuring human safety. In high-density crowd events which happen frequently, panic or an emergency can lead to an increase in congestion which may cause disastrous incidents. Crowd control planning via simulation of people’s movement and behavior can promote safe departures from a space, despite threatening circumstances. Up until now, the evolution of distinctive types of crowd behavior towards cooperative flow remains unexplored. Hence, in this paper, we investigate the impact of potential crowd behavior, namely best-response, risk-seeking, risk-averse, and risk-neutral agents in achieving cooperation during evacuation and its connection with evacuation time using a game-theoretic evacuation simulation model. We analyze the crowd evacuation of a rectangular room with either a single-door or multiple exits in a continuous space. Simulation results show that mutual cooperation during evacuation can be realized when the agents’ population is dominated by risk-averse agents. The results also demonstrate that the risk-seeking agents tend toward aggressiveness by opting for a defector strategy regardless of the local crowd densities, while other crowd behavior shows cooperation under high local crowd density.
format Article
author Mohd Ibrahim, Azhar
Venkat, Ibrahim
De Wilde, Philippe
Bahamid, Alala
Mohd Romlay, Muhammad Rabani
author_facet Mohd Ibrahim, Azhar
Venkat, Ibrahim
De Wilde, Philippe
Bahamid, Alala
Mohd Romlay, Muhammad Rabani
author_sort Mohd Ibrahim, Azhar
title The role of crowd behavior and cooperation strategies during evacuation
title_short The role of crowd behavior and cooperation strategies during evacuation
title_full The role of crowd behavior and cooperation strategies during evacuation
title_fullStr The role of crowd behavior and cooperation strategies during evacuation
title_full_unstemmed The role of crowd behavior and cooperation strategies during evacuation
title_sort role of crowd behavior and cooperation strategies during evacuation
publisher SAGE Publishing
publishDate 2022
url http://irep.iium.edu.my/96658/1/in%20press.pdf
http://irep.iium.edu.my/96658/2/Publisher%20website.pdf
http://irep.iium.edu.my/96658/
https://journals.sagepub.com/doi/full/10.1177/00375497221075611
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score 13.209306