DocumentCode
476825
Title
Agent-based simulation using prometheus methodology in evacuation planning
Author
Rahman, Arief ; Mahmood, Ahmad Kamil
Author_Institution
Dept. of Comput. & Inf. Sci., Univ. Teknol. Petronas, Tronoh
Volume
3
fYear
2008
fDate
26-28 Aug. 2008
Firstpage
1
Lastpage
8
Abstract
Modeling human (agent) in evacuation planning is not just simply as controlling its movement but the challenge is how to quantify some behavior aspects of human as agent flexibility. Prometheus methodology for agent-based simulation has been applied in this paper to develop a simulation for evacuation planning in the building. Interaction and communication during evacuation between agents through protocol and its capabilities showed that the behavior of real human can be presented in a computer simulation. Two scenarios according to evacuation condition has been applied to the system, those are leaving immediately scenario and finding an obstacle scenario. Exit sign has been modified in evacuation system became an agent which ant colony algorithm was embedded on it to determine feasible route during evacuation. A testing to check the consistency of simulation model has been provided using prometheus design tool (PDT).
Keywords
building management systems; multi-agent systems; planning (artificial intelligence); agent-based simulation; ant colony algorithm; evacuation planning; prometheus design tool; prometheus methodology; Buildings; Communication system control; Computational modeling; Computer simulation; Electric breakdown; Fires; Humans; Information science; Protocols; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology, 2008. ITSim 2008. International Symposium on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4244-2327-9
Electronic_ISBN
978-1-4244-2328-6
Type
conf
DOI
10.1109/ITSIM.2008.4632061
Filename
4632061
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