A Multi-agent and GIS Based Simulation for Emergency Evacuation in Park and Public Square

The emergency evacuation is an important measure for the public safety. However, the insufficient facilities and complex environment of parks and public squares make public difficult to evacuation efficiently. This paper presents a new emergency evacuation system based on Multi-Agent framework and Geographic Information System (GIS), which can simulate human’ s typical behaviors in multi-exit public place, and present the public evacuation process and in-time distribute during emergency. A prototype system of emergency evacuation simulation is implemented based on GIS application framework. A case study of evacuation in Hongshan square has been conducted, and the result shows the design defect of exits layout of Hongshan square. Based on the simulation results, we provided some suggestions to improve the evacuation efficiency of Hongshan square.

[1]  R. F. Fahy EXIT89 : An Evacuation Model for High-Rise Buildings , 1991 .

[2]  Takeyoshi Tanaka,et al.  An Evacuation Model For Use In Fire Safety Design Of Buildings , 1989 .

[3]  Yue Shi,et al.  A modified particle swarm optimizer , 1998, 1998 IEEE International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360).

[4]  Wang Cheng,et al.  A modified Particle Swarm Optimization-based human behavior modeling for emergency evacuation simulation system , 2008, 2008 International Conference on Information and Automation.

[5]  Wang Cheng,et al.  A Multi-Agent and PSO Based Simulation for Human Behavior in Emergency Evacuation , 2007, 2007 International Conference on Computational Intelligence and Security (CIS 2007).

[6]  Kang-Tsung Chang,et al.  Introduction to Geographic Information Systems , 2001 .

[7]  Richard L. Francis,et al.  EVACNET+: A computer program to determine optimal building evacuation plans , 1985 .

[8]  Jeremy Fraser-Mitchell,et al.  An Object-oriented Simulation (crisp 11) For Fire Risk Assessment , 1994 .

[9]  R. F. Fahy,et al.  Exit 89-an Evacuation Model For High-rise Buildings-model Description And Example Applications , 1994 .

[10]  Siuming Lo,et al.  An evacuation model: the SGEM package , 2004 .

[11]  Edwin R. Galea,et al.  Modelling occupant interaction with fire conditions using the buildingEXODUS evacuation model , 2001 .

[12]  C. Dorso,et al.  Microscopic dynamics of pedestrian evacuation , 2005 .

[13]  Gang Cao,et al.  Simulation of T-S Fuzzy Neural Network to UASB Reactor Shocked by Toxic Loading , 2007 .

[14]  Dirk Helbing,et al.  Simulating dynamical features of escape panic , 2000, Nature.