TY - JOUR
T1 - Disseminating a warning message to evacuate
T2 - a simulation study of the behaviour of neighbours
AU - Nagarajan, Magesh
AU - Shaw, Duncan
AU - Albores, Pavel
N1 - Copyright 2012 Elsevier B.V., All rights reserved.
PY - 2012/8/1
Y1 - 2012/8/1
N2 - Large-scale evacuations are a recurring theme on news channels, whether in response to major natural or manmade disasters. The role of warning dissemination is a key part in the success of such large-scale evacuations and its inadequacy in certain cases has been a 'primary contribution to deaths and injuries' (Hayden et al.; 2007). Along with technology-driven 'official warning channels' (e.g. sirens, mass media), the role of unofficial channel (e.g. neighbours, personal contacts, volunteer wardens) has proven to be significant in warning the public of the need to evacuate. Although post-evacuation studies identify the behaviours of evacuees as disseminators of the warning message, there has not been a detailed study that quantifies the effects of such behaviour on the warning message dissemination. This paper develops an Agent-Based Simulation (ABS) model of multiple agents (evacuee households) in a hypothetical community to investigate the impact of behaviour as an unofficial channel on the overall warning dissemination. Parameters studied include the percentage of people who warn their neighbours, the efficiency of different official warning channels, and delay time to warn neighbours. Even with a low proportion of people willing to warn their neighbour, the results showed considerable impact on the overall warning dissemination.
AB - Large-scale evacuations are a recurring theme on news channels, whether in response to major natural or manmade disasters. The role of warning dissemination is a key part in the success of such large-scale evacuations and its inadequacy in certain cases has been a 'primary contribution to deaths and injuries' (Hayden et al.; 2007). Along with technology-driven 'official warning channels' (e.g. sirens, mass media), the role of unofficial channel (e.g. neighbours, personal contacts, volunteer wardens) has proven to be significant in warning the public of the need to evacuate. Although post-evacuation studies identify the behaviours of evacuees as disseminators of the warning message, there has not been a detailed study that quantifies the effects of such behaviour on the warning message dissemination. This paper develops an Agent-Based Simulation (ABS) model of multiple agents (evacuee households) in a hypothetical community to investigate the impact of behaviour as an unofficial channel on the overall warning dissemination. Parameters studied include the percentage of people who warn their neighbours, the efficiency of different official warning channels, and delay time to warn neighbours. Even with a low proportion of people willing to warn their neighbour, the results showed considerable impact on the overall warning dissemination.
KW - simulation
KW - multi-agent systems
KW - innovation applications of OR
KW - evacuation model
KW - evacuation warning dissemination
UR - http://www.scopus.com/inward/record.url?scp=84859784817&partnerID=8YFLogxK
U2 - 10.1016/j.ejor.2012.02.026
DO - 10.1016/j.ejor.2012.02.026
M3 - Article
AN - SCOPUS:84859784817
SN - 0377-2217
VL - 220
SP - 810
EP - 819
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 3
ER -