Performance Analysis of ABM Distributed Simulation for Real Crowd Evacuation Scenarios

Managing crowds is a key problem in a world with a growing population. Being able to predict and manage possible disasters directly affects the safety of crowd events. This kind of problem can be modeled using Agent-Based Model techniques and consequently simulated in order to study evacuation stra...

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Autores principales: Alghazzawi, Mohammed J., Tashakor, Ghazal, Borges, Fancisco, Suppi, Remo
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2017
Materias:
Ciencias Informáticas
Crowd Evacuation
Agent-Based Model
Distributed Simulation
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/63653
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-63653
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Crowd Evacuation
Agent-Based Model
Distributed Simulation
spellingShingle Ciencias Informáticas
Crowd Evacuation
Agent-Based Model
Distributed Simulation
Alghazzawi, Mohammed J.
Tashakor, Ghazal
Borges, Fancisco
Suppi, Remo
Performance Analysis of ABM Distributed Simulation for Real Crowd Evacuation Scenarios
topic_facet Ciencias Informáticas
Crowd Evacuation
Agent-Based Model
Distributed Simulation
description Managing crowds is a key problem in a world with a growing population. Being able to predict and manage possible disasters directly affects the safety of crowd events. This kind of problem can be modeled using Agent-Based Model techniques and consequently simulated in order to study evacuation strategies. Our aim from this paper is to prove that this model albeit simple can be expanded and adapted for experts to test various scenarios and validate the outcome of their design. Preliminary experiments are carried out using different initial locations for the agents inside Fira of Barcelona building, whose results are presented, validated and discussed. We shown that crowd evacuation problem has bottlenecks in reality, and the initial location for all agents can increase or decrease the bottlenecks. Finally, we draw some conclusions and point out ways in which this work can be further extended.
format Objeto de conferencia
Objeto de conferencia
author Alghazzawi, Mohammed J.
Tashakor, Ghazal
Borges, Fancisco
Suppi, Remo
author_facet Alghazzawi, Mohammed J.
Tashakor, Ghazal
Borges, Fancisco
Suppi, Remo
author_sort Alghazzawi, Mohammed J.
title Performance Analysis of ABM Distributed Simulation for Real Crowd Evacuation Scenarios
title_short Performance Analysis of ABM Distributed Simulation for Real Crowd Evacuation Scenarios
title_full Performance Analysis of ABM Distributed Simulation for Real Crowd Evacuation Scenarios
title_fullStr Performance Analysis of ABM Distributed Simulation for Real Crowd Evacuation Scenarios
title_full_unstemmed Performance Analysis of ABM Distributed Simulation for Real Crowd Evacuation Scenarios
title_sort performance analysis of abm distributed simulation for real crowd evacuation scenarios
publishDate 2017
url http://sedici.unlp.edu.ar/handle/10915/63653
work_keys_str_mv AT alghazzawimohammedj performanceanalysisofabmdistributedsimulationforrealcrowdevacuationscenarios
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AT borgesfancisco performanceanalysisofabmdistributedsimulationforrealcrowdevacuationscenarios
AT suppiremo performanceanalysisofabmdistributedsimulationforrealcrowdevacuationscenarios
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