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 Design and experimental evaluation of mas-gig model for crowd evacuation planning in case of fire
Tác giả hoặc Nhóm tác giả: Dinh Thi Hong Huyen, Hoang Thi Thanh Ha, Michel Occello
Nơi đăng: International Conference on Artificial Intelligence and Big Data in Digital Era- Springer International Publishing; Số: 1;Từ->đến trang: 615-626;Năm: 2021
Lĩnh vực: Công nghệ thông tin; Loại: Báo cáo; Thể loại: Quốc tế
TÓM TẮT
In this paper, we proposed the design and experimental evaluation of the Multiagent System-Group in Group (MAS-GiG) model for crowd evacuation planning in case of fire. We incorporated two MAS-GiG models for an application. Case studies were conducted in the arrivals and departures halls of stations. The evacuation guide strategy is implemented based on a pre-built plan. The evacuation guide is only done one way through the exits. The results are the number of total evacuation times and remaining occupants after evacuation. The smaller these two values are, the better the proposed model is. The experiment was performed at a departure hall that has a structure similar to the 1st floor, Danang international airport.
ABSTRACT
In this paper, we proposed the design and experimental evaluation of the Multiagent System-Group in Group (MAS-GiG) model for crowd evacuation planning in case of fire. We incorporated two MAS-GiG models for an application. Case studies were conducted in the arrivals and departures halls of stations. The evacuation guide strategy is implemented based on a pre-built plan. The evacuation guide is only done one way through the exits. The results are the number of total evacuation times and remaining occupants after evacuation. The smaller these two values are, the better the proposed model is. The experiment was performed at a departure hall that has a structure similar to the 1st floor, Danang international airport.
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