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浙江大学学报(工学版)
计算机技术﹑电信技术     
多出口选择群体疏散模型
汪蕾,张茜,郑杰慧,张建林
浙江大学 管理科学与工程学系,浙江 杭州 310058
Exit selection model for pedestrian evacuation
WANG Lei,ZHANG Qian,ZHENG Jie-hui,ZHANG Jian-lin
Department of Management Science and Engineering, Zhejiang University, Hangzhou 310058, China
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摘要:
为了解决群体疏散连续模型中的多出口选择问题,通过考虑可视范围对行人之间心理作用力的影响,修正社会力模型.引入出口效用函数,从出口客观条件(设计因素和距离因素)以及堵塞效应对行人心理的影响出发,建立基于出口效用评估的多出口选择模型.将该模型与修正后的社会力模型结合,构建多出口选择群体疏散综合模型.利用Microsoft Visual Studio编程软件,实现多出口建筑物内大规模群体运动的有效模拟,验证多出口选择的群体疏散模型的有效性.
Abstract:

Social force model was adjusted by considering the effect on psychological force between pedestrian caused by  visual field to resolve the exit selection problem existed in pedestrian evacuation continuous model. Besides, an exit selection model was developed based on the evaluation of exit utility by using  exit utility function and starting with objective exit condition, including design and distance factors, and the effect on pedestrian’s psychology caused by blocking effect. Depending on the adjusted social force model and the exit utility evaluation, a comprehensive exit selection model for pedestrian evacuation was established. Finally, a simulation with Microsoft Visual Studio was performed, which revealed the evacuation’s characteristic. The results show that the proposed model is valid to simulate pedestrian evacuation.

出版日期: 2015-08-28
:  O 411.3  
基金资助:

国家自然科学基金资助项目(71071135 ); 浙江省大学生科技成果推广项目(2013R401218)

通讯作者: 张建林, 男, 副教授     E-mail: cnzjl@zju.edu.cn
作者简介: 汪蕾(1970-), 女, 教授,从事不确定性决策、决策分析研究. E-mail: wang_lei@zju.edu.cn
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汪蕾,张茜,郑杰慧,张建林. 多出口选择群体疏散模型[J]. 浙江大学学报(工学版), 10.3785/j.issn.1008-973X.2015.03.001.

WANG Lei,ZHANG Qian,ZHENG Jie-hui,ZHANG Jian-lin. Exit selection model for pedestrian evacuation. JOURNAL OF ZHEJIANG UNIVERSITY (ENGINEERING SCIENCE), 10.3785/j.issn.1008-973X.2015.03.001.

链接本文:

http://www.zjujournals.com/eng/CN/10.3785/j.issn.1008-973X.2015.03.001        http://www.zjujournals.com/eng/CN/Y2015/V49/I3/393

[1] 田玉敏, 王辉. 人群安全疏散管理对策的研究[J]. 消防技术与产品信息, 2007,2: 13-17.
TIAN Yu-min, WANG Hui. Crowd safety evacuation management countermeasure research [J]. Fire Technique and Products Information, 2007,2: 13-17.
[2] 郑小平,钟庭宽,刘梦婷. 用于群体疏散的数字仿真方法研究[J]. 系统仿真学报, 2009(12): 3503-3508.
ZHENG Xiao-ping, ZHONG Ting-kuan, LIU Meng-ting. Study on numeral simulation approaches of crowd evacuation [J]. Journal of System Simulation, 2009(12):3503-3508.
[3] SCHADSCHNEIDER A. Cellular automaton approach to pedestrian dynamics-theory[M]∥Pedestrian and Evacuation Dynamics, 2002: 75-85.
[4] DIJKSTRA J, JESSURUN J, TIMMERMANS H J. A multi-agent cellular automata model of pedestrian movement [M]∥Pedestrian and Evacuation Dynamics, 2001: 173-181.
[5] BLUE V J, ADLER J L. Flow capacities from cellular automata modeling of proportional splits of pedestrians by direction [M]∥Pedestrian and Evacuation Dynamics, 2002: 115-122.
[6] BLUE V J, ADLER J L. Cellular automata microsimulation for modeling bi-directional pedestrian walkways [J]. Transportation Research Part B: Methodological, 2001, 35(3): 293-312.
[7] 宋卫国, 于彦飞, 范维澄,等. 一种考虑摩擦与排斥的人员疏散元胞自动机模型[J]. 中国科学: E 辑, 2005, 35(7): 725-736.
SONG Wei-guo, YU Yan-fei, FAN Wei-cheng, et al. Cellular automata evacuation model considering friction and exclusion [J]. Science in China: Serial E, 2005, 35(7): 725-736.
[8] LIU S, YANG L, FANG T, et al. Evacuation from a classroom considering the occupant density around exits[J]. Physica A: Statistical Mechanics and its Applications, 2009, 388(9): 1921-1928.
[9] HENDERSON L F. The statistics of crowd fluids [J]. Nature, 1971, 229(5284): 381-383.
[10] ALGADHI S A, MAHMASSANI H S, HERMAN R. A speed-concentration relation for bi-directional crowd moments with strong interaction [M].Berlin:Springer, 2002: 320.
[11] HUGHES R L. The flow of human crowds [J].Annual Review of Fluid Mechanics, 2003, 35(1): 169-182.
[12] HOOGENDOORN S P, BOVY P, DAAMEN W. Microscopic pedestrian wayfinding and dynamics modelling [J]. Pedestrian and evacuation dynamics, 2002,123:154.
[13] HUGHES R L. A continuum theory for the flow of pedestrians [J]. Transportation Research Part B: Methodological, 2002, 36(6): 507-535.
[14] HELBING D. A mathematical model for the behavior of pedestrians [J]. Behavioral Science, 1991, 36(4): 298-310.
[15] HELBING D, MOLNAR P. Social force model for pedestrian dynamics [J].Physical review E, 1995, 51(5): 42-82.
[16] HELBING D, FARKAS I, VICSEK T. Simulating dynamical features of escape panic [J]. Nature, 2000, 407(6803): 487-490.
[17] WANG L, ZHANG Q, CAI Y, et al. Simulation study of pedestrian flow in station hall during the Spring Festival travel rush [J]. Physica A: Statistical Mechanics and its Applications, 2013, 392(10): 2470-2478.
[18] LAKOBA T I, KAUP D J, FINKELSTEIN N M. Modifications of the Helbing-Molnar-Farkas-Vicsek social force model for pedestrian evolution [J]. Simulation, 2005, 81(5): 339-352.
[19] 汪蕾, 蔡云, 徐青. 社会力模型的改进研究[J]. 南京理工大学学报:自然科学版, 2011, 35(1): 144-149.
WANG Lei, CAI Yun, XU Qing. Modifications to social force model [J]. Journal of Nanjing University of Science and Technology:Natural Science, 2011, 35(1): 144-149.
[20] LO S M, HUANG H, WANG P, et al. A game theory based exit selection model for evacuation [J]. Fire Safety Journal, 2006, 41(5): 364-369.
[21] GWYNNE S, GALEA E R, LAWRENCE P J, et al. Modelling occupant interaction with fire conditions using the buildingEXODUS evacuation model [J]. Fire Safety Journal, 2001, 36(4): 327-357.
[22] YUAN W, TAN K H. An evacuation model using cellular automata [J].Physica A: Statistical Mechanics and its Applications, 2007, 384(2): 549-566.
[23] HUANG H, GUO R. Static floor field and exit choice for pedestrian evacuation in rooms with internal obstacles and multiple exits [J]. Physical Review E, 2008, 78(2): 21131.
[24] YAN XU, HAI-JUN H, GUI Y. Modified static floor field and exit choice for pedestrian evacuation [J]. Chinese Physics Letters, 2012, 29(8): 80502.
[25] ZHENG X, LI W, GUAN C. Simulation of evacuation processes in a square with a partition wall using a cellular automaton model for pedestrian dynamics [J].Physica A: Statistical Mechanics and its Applications, 2010, 389(11): 2177-2188.
[26] 刘群, 刘磊, 高轶,等. 人员疏散出口选择行为的演化博弈模型[J]. 计算机工程与设计, 2013, 34(2):638-642.
LIU Qun, LIU Lei, GAO Yi, et al. Evolutionary game model of pedestrians’ behavior of selection of exits [J]. Computer Engineering and Design, 2013, 34(2): 638-642.
[27] 李文通. 群体仿真算法研究及疏散仿真系统开发[D]. 杭州: 浙江大学, 2012.
LI Wen-tong. Research on crowd simulation algorithm and development of evacuation simulation system [D]. Hangzhou: Zhejiang University, 2012.
[28] 宋娜娜. 基于“元胞自动机”的人员疏散仿真模型初探[J]. 消防科学与技术, 2006, 25(6): 733-735.
SONG Na-na. Study on the evacuation simulation model based on the cellular automaton model [J]. Fire Science and Technology, 2006, 25(6): 733-735.
[29] KOBES M, HELSLOOTL, DE VRIES B, et al. Way finding during fire evacuation; an analysis of unannounced fire drills in a hotel at night [J]. Building and Environment, 2010, 45(3): 537-548.
[30] THOMPSON P A, MARCHANT E W. A computer model for the evacuation of large building populations [J]. Fire Safety Journal, 1995, 24(2): 131-148.
[31] SHI L, XIE Q, CHENG X, et al. Developing a database for emergency evacuation model [J]. Building and Environment, 2009, 44(8): 1724-1729.
[32] YEO S K, HE Y. Commuter characteristics in mass rapid transit stations in Singapore [J]. Fire Safety Journal, 2009, 44(2): 183-191.
[33] JEON G, KIM J, HONG W, et al. Evacuation performance of individuals in different visibility conditions [J]. Building and Environment, 2011, 46(5): 1094-1103.
[34] KITAZAWA K, FUJIYAMA T. Pedestrian vision and collision avoidance behavior: Investigation of the information process space of pedestrians using an eye tracker [M]. Pedestrian and evacuation dynamics, 2010: 95-108.
[35] GUO R, HUANG H, WONG S C. Route choice in pedestrian evacuation under conditions of good and zero visibility: Experimental and simulation results [J]. Transportation research part B: methodological, 2012, 46(6): 669-686.
[36] XI H, LEE S, SON Y. An integrated pedestrian behavior model based on extended decision field theory and social force model [M]∥Human-in-the-Loop Simulations, 2011: 69-95.
[37] 施正威, 陈治亚, 周乐,等. 多出口条件行人疏散的元胞自动机模型[J]. 系统工程, 2010(9): 51-56.
SHI Zheng-wei, CHEN Zhi-ya, ZHOU Le, et al. Cellular automata model on pedestrian evacuation with multi-exits [J]. Systems Engineering, 2010(9): 51-56.
[38] ZAINUDDIN Z, SHUAIB M. Modification of the decision-making capability in the social force model for the evacuation process [J]. Transport Theory and Statistical Physics, 2011, 39(1): 47-70.
[39] RAPOPORT A. The meaning of the built environment: a nonverbal communication approach [M]. Tucson:University of Arizona Press, 1982:35-53.
[40] 孙澄宇, 胡拓, 德福理斯·博克. 多出口选择中的几何影响因素定量化研究[J]. 建筑科学, 2011, 27(12):76-80.
SUN Cheng-yu, HU Tuo, DE VRIES Bauke. Quantitative study on geometric influence factors for multi-exit selection [J]. Building Science, 2011, 27(12):76-80.
[41] 朱孔金, 杨立中. 房间出口位置及内部布局对疏散效率的影响研究[J]. 物理学报, 2010, 59(11): 7701-7707.
ZHU Kong-jin, YANG Li-zhong. Investigation evacuation efficiency of the classrooms with different exit positions and internal layout [J]. Acta Physica Sinica, 2010, 59(11): 7701-7707.
[42] 宋卫国, 于彦飞, 陈涛. 出口条件对人员疏散的影响及其分析[J]. 火灾科学, 2003, 12(2): 100-104.
SONG Wei-guo, YU Yan-fei, CHEN Tao. Influences of exit conditions on pedestrian evacuation [J]. Fire Safety Science, 2003, 12(2): 100-104.
[43] HELBING D. Traffic dynamics: new physical modeling concepts [M]. Berlin:Springer-Verlag, 1997,2063.
[44] ZAINUDDIN Z, SHUAIB M. Incorporating decision making capability into the social force model in unidirectional flow [J]. Research Journal of Applied Sciences, 2010, 5(6): 388-393.
[45] HOOGENDOOM S, BOVY P H L. Simulation of pedestrian flows by optimal control and differential games [J]. Optimal Control Applications and Methods, 2003, 24(3): 153172.
[46] LIU S, YANG L, FANG T, et al. Evacuation from a classroom considering the occupant density around exits [J]. Physica A: Statistical Mechanics and its Applications, 2009, 388(9): 1921-1928.

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