Title :
Disaster Evacuation Assistance System Based on Multi-agent Cooperation
Author :
Iizuka, Yasuki ; Iizuka, Kayo
Author_Institution :
Dept. of Math. Sci., Tokai Univ., Hiratsuka, Japan
Abstract :
This paper proposes a system that supports people being evacuated effectively from dangerous situations by using multi-agent cooperation. The main feature of this system is that it does not require central servers. The system uses the mobile devices of evacuees (e.g. Phones, mobile PCs, tablets) and performs distributed calculations while assessing the locations of evacuees. By using this system, the evacuees are able to know the appropriate evacuation timing. This paper focuses on the formalization of the disaster evacuation problem and how to solve it using the framework of the Distributed Constraint Optimization Problem (DCOP). In order to evaluate this system, an experiment was carried out using multi-agent simulation. The result of the experiment showed that, for the case where the evacuees can receive evacuation guidance from this system, the evacuation completion time for all evacuees (in the case) was about 10% - 30% less than in the case where this system is not used.
Keywords :
constraint theory; digital simulation; disasters; emergency management; mobile computing; mobile radio; multi-agent systems; optimisation; DCOP; dangerous situations; disaster evacuation assistance system; disaster evacuation problem; distributed calculations; distributed constraint optimization problem; evacuation completion time; evacuation guidance; evacuation timing; evacuees locations; mobile PC; mobile devices; multiagent cooperation; multiagent simulation; phones; system evaluation; tablets; Approximation algorithms; Approximation methods; Buildings; Constraint optimization; Mobile handsets; Planning; Timing; DCOP; Disaster Evacuation; Multi-agent;
Conference_Titel :
System Sciences (HICSS), 2015 48th Hawaii International Conference on
Conference_Location :
Kauai, HI
DOI :
10.1109/HICSS.2015.30