TY - JOUR
T1 - Architecture of a discrete-event and agent-based crisis response simulation model
AU - Gonzalez, Rafael A.
PY - 2012/5
Y1 - 2012/5
N2 - This paper presents an architecture of a discrete-event and agent-based crisis response simulation model. In multi-agent systems as a computational organisation, agents are modelled and implemented separately from the environmental model. We follow this perspective and propose an architecture in which the crisis environment is modelled using discrete events and entities, and the crisis response organisation is modelled as a multi-agent system. The combination of both models allows for independent modifications of the response organisation and the scenario, resulting in a testbed that allows experimenting with different coordination mechanisms to respond to the same scenario. In particular, we provide the results of an experimental design where an initial screening shows the impact that different coordination mechanisms have on the overall performance of the response.
AB - This paper presents an architecture of a discrete-event and agent-based crisis response simulation model. In multi-agent systems as a computational organisation, agents are modelled and implemented separately from the environmental model. We follow this perspective and propose an architecture in which the crisis environment is modelled using discrete events and entities, and the crisis response organisation is modelled as a multi-agent system. The combination of both models allows for independent modifications of the response organisation and the scenario, resulting in a testbed that allows experimenting with different coordination mechanisms to respond to the same scenario. In particular, we provide the results of an experimental design where an initial screening shows the impact that different coordination mechanisms have on the overall performance of the response.
KW - Agent based simulation
KW - Coordination mechanisms
KW - Crisis response
KW - DOE
KW - Design of experiments
KW - Discrete event simulation
KW - Simulation model architecture
UR - http://www.scopus.com/inward/record.url?scp=84861622666&partnerID=8YFLogxK
U2 - 10.1504/IJAIP.2012.046965
DO - 10.1504/IJAIP.2012.046965
M3 - Article
AN - SCOPUS:84861622666
SN - 1755-0386
VL - 4
SP - 36
EP - 53
JO - International Journal of Advanced Intelligence Paradigms
JF - International Journal of Advanced Intelligence Paradigms
IS - 1
ER -