Pedestrian Evacuation Model Considering Emotional Infection

doi:10.16182/j.issn1004731x.joss.22-0490

Abstract

Fan Dong, Qimiao Xie, Xiaolian Li, Shuchao Cao. Pedestrian Evacuation Model Considering Emotional Infection[J]. Journal of System Simulation, 2023, 35(8): 1717-1725.

Figures/Tables 14

Fig. 1

Fig. 2

Table 1

Emotional threshold

情感值	状态
0< p＜ $θ$	免疫者
$θ$ ≤ p＜ $δ$	易感者
$δ$ ≤ p＜1	感染者

Table 1

Fig. 3

Fig. 4

Fig. 5

Fig. 6

Fig. 7

Fig. 8

Fig. 9

Fig. 10

Fig. 11

Fig. 12

Fig. 13

References 28

1	周金旺, 邝华, 刘慕仁, 等. 成对行为对行人疏散动力学的影响研究[J]. 物理学报, 2009, 58(5): 3001-3007.
	Zhou Jinwang, Kuang Hua, Liu Muren, et al. Paired Behavior Effect on Pedestrian Evacuation Dynamics[J]. Acta Physica Sinica, 2009, 58(5): 3001-3007.
2	张立红, 陈海涛, 杨鹏, 等. 心理迫切因素对行人疏散动力学的影响研究[J]. 中国安全生产科学技术, 2013, 9(6): 79-84.
	Zhang Lihong, Chen Haitao, Yang Peng, et al. Study on Influence of Psychological Urgency Parameter on Pedestrian Evacuation Dynamics[J]. Journal of Safety Science and Technology, 2013, 9(6): 79-84.
3	张俊, 李红柳, 宋卫国. 基于实验的行人与疏散动力学规律研究[J]. 中国科学技术大学学报, 2019, 49(12): 947-956.
	Zhang Jun, Li Hongliu, Song Weiguo. Experimental Study on Pedestrian and Evacuation Dynamics[J]. Journal of University of Science and Technology of China, 2019, 49(12): 947-956.
4	Li Xiaolian, Ye Rui, Fang Zhiming, et al. Uni-and Bidirectional Pedestrian Flows Through Zigzag Corridor in a Tourism Area: A Field Study[J]. Adaptive Behavior, 2021, 29(3): 281-296.
5	Luo Lin, Fu Zhijian, Cheng Han, et al. Update Schemes of Multi-velocity Floor Field Cellular Automaton for Pedestrian Dynamics[J]. Physica A: Statistical Mechanics and its Applications, 2018, 491: 946-963.
6	Zhou Ru, Cui Yinkai, Wang Yan, et al. A Modified Social Force Model With Different Categories of Pedestrians for Subway Station Evacuation[J]. Tunnelling and Underground Space Technology, 2021, 110: 103837.
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(工程科学材料科学), 2005, 35(7): 725-736.
	Song Weiguo, Yu Yanfei, Fan Weicheng, et al. A Cellular Automata Model of Personnel Evacuation Considering Friction and Exclusion[J]. Science in China Series E(Engineering & Materials Science), 2005, 35(7): 725-736.
8	吕伟, 汪京辉, 房志明, 等. 基于介观元胞自动机的城市区域人员疏散模拟方法[J]. 物理学报, 2021, 70(10): 76-84.
	Wei Lü, Wang Jinghui, Fang Zhiming, et al. Simulation Method of Urban Evacuation Based on Mesoscopic Cellular Automata[J]. Acta Physica Sinica, 2021, 70(10): 76-84.
9	李伟, 张鑫龙. 考虑个体行为的改进CA模型人员疏散研究[J]. 计算机工程与应用, 2021, 57(17): 275-282.
	Li Wei, Zhang Xinlong. Research on Pedestrian Evacuation Considering Individual Behavior Based on Improved CA Model[J]. Computer Engineering and Applications, 2021, 57(17): 275-282.
10	宋英华, 张宇, 霍非舟, 等. 考虑避让行为的人员疏散元胞自动机模型研究[J]. 系统仿真学报, 2020, 32(6): 975-981.
	Song Yinghua, Zhang Yu, Huo Feizhou, et al. Study on Evacuation Cellular Automaton Model Considering Avoidance Behavior[J]. Journal of System Simulation, 2020, 32(6): 975-981.
11	Wang Jinghong, Lo S M, Sun Jinhua, et al. Qualitative Simulation of the Panic Spread in Large-scale Evacuation[J]. Simulation, 2012, 88(12): 1465-1474.
12	Wang Jinghong, Yan Wenyu, Zhi Youran, et al. Investigation of the Panic Psychology and Behaviors of Evacuation Crowds in Subway Emergencies[J]. Procedia Engineering, 2016, 135: 128-137.
13	Zhang Teng, Zhang Xuelin, Huang Shenshi, et al. Collective Behavior of Mice Passing Through an Exit Under Panic[J]. Physica A: Statistical Mechanics and its Applications, 2018, 496: 233-242.
14	Hong Ling, Gao Jia, Zhu Wei. Self-evacuation Modelling and Simulation of Passengers in Metro Stations[J]. Safety Science, 2018, 110, Part B: 127-133.
15	Varas A, Cornejo M D, Mainemer D, et al. Cellular Automaton Model for Evacuation Process With Obstacles[J]. Physica A: Statistical Mechanics and Its Applications, 2007, 382(2): 631-642.
16	凤四海, 王志杰, 邓捷, 等. 引入恐慌因素的元胞自动机应急疏散模型[J]. 中国安全科学学报, 2022, 32(4): 148-154.
	Feng Sihai, Wang Zhijie, Deng Jie, et al. Cellular Automata Model for Emergency Evacuation Considering Panic Factor[J]. China Safety Science Journal, 2022, 32(4): 148-154.
17	Niu Yunyun, Chen Yulin, Kong Detian, et al. Strategy Evolution of Panic Pedestrians in Emergent Evacuation With Assailants Based on Susceptible-infected-susceptible Model[J]. Information Sciences, 2021, 570: 105-123.
18	陈长坤, 童蕴贺. 基于元胞自动机恐慌状态下人群疏散模型研究[J]. 中国安全生产科学技术, 2019, 15(6): 12-17.
	Chen Changkun, Tong Yunhe. Study on Crowd Evacuation Model Under Panic State Based on Cellular Automata[J]. Journal of Safety Science and Technology, 2019, 15(6): 12-17.
19	李佳洋, 唐加福, 郭恩铭. 基于动态情绪驱动的人员应急疏散模型[J]. 东北大学学报(自然科学版), 2021, 42(11): 1656-1662.
	Li Jiayang, Tang Jiafu, Guo Enming. Growd Emergency Evacuation Model Based on Dynamic Emotion Drive[J]. Journal of Northeastern University(Natural Science), 2021, 42(11): 1656-1662.
20	吴新杰, 王维莉, 胡志华. 突发事件下人群恐慌情绪感染模型与干预方法[J]. 计算机工程与应用, 2020, 56(12): 265-272.
	Wu Xinjie, Wang Weili, Hu Zhihua. Study on Emotion Contagion Model and Intervention Strategies of Panic in Subway Stations Under Emergency[J]. Computer Engineering and Applications, 2020, 56(12): 265-272.
21	Xiang Nan, Zhou Zehong, Pan Zhigeng. Using SIR Model to Simulate Emotion Contagion in Dynamic Crowd Aggregation Process[J]. International Journal of Performability Engineering, 2018, 14(1): 134-143.
22	Fu Libi, Song Weiguo, Wei Lü, et al. Simulation of Emotional Contagion Using Modified SIR Model: A Cellular Automaton Approach[J]. Physica A: Statistical Mechanics and its Applications, 2014, 405: 380-391.
23	Le Van Minh, Adam C, Canal R, et al. Simulation of the Emotion Dynamics in a Group of Agents in an Evacuation Situation[C]//Principles and Practice of Multi-agent Systems. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012: 604-619.
24	汪洋, 李楠, 张磊. 基于正六边形元胞自动机的行人疏散研究[J]. 计算机工程, 2017, 43(8): 310-315.
	Wang Yang, Li Nan, Zhang Lei. Research on Pedestrian Evacuation Based on Hexagonal Cellular Automata[J]. Computer Engineering, 2017, 43(8): 310-315.
25	游磊, 罗熙越, 刘旭, 等. 基于元胞自动机和SIS传染算法的恐慌状态下行人疏散模型[J]. 成都大学学报(自然科学版), 2020, 39(1): 51-54.
	You Lei, Luo Xiyue, Liu Xu, et al. Study on Pedestrian Evacuation Model Under Panic State Based on Cellular Automata and SIS Algorithm[J]. Journal of Chengdu University(Natural Science Edition), 2020, 39(1): 51-54.
26	刘晓宇, 吕琳. 一类SIR和SIS组合的复杂金融网络风险传染模型稳定性分析[J]. 东北农业大学学报(社会科学版), 2018, 16(2): 34-38.
	Liu Xiaoyu, Lin Lü. Stability Analysis of a Risk Contagion Model for Complex Financial Networks Combined With a Class of SIR and SIS[J]. Journal of Northeast Agricultural University(Social Science Edition), 2018, 16(2): 34-38.
27	Xiao Qian, Li Jiayang. Evacuation Model of Emotional Contagion Crowd Based on Cellular Automata[J]. Discrete Dynamics in Nature and Society, 2021: 5549188.
28	李晓恋, 孙攀, 房志明, 等. 九曲桥行人运动实验与模拟研究[J]. 火灾科学, 2020, 29(3): 172-180.
	Li Xiaolian, Sun Pan, Fang Zhiming, et al. Experimental and Simulation Study on Pedestrian Movement of Zigzag Bridge[J]. Fire Safety Science, 2020, 29(3): 172-180.

[1]	Qiaoru Li, Jinxiu Yan, Xiaoyong Tian, Kun Li, Xia Li. Evacuation Dynamics Research Based on Evolutionary Game Theory [J]. Journal of System Simulation, 2023, 35(2): 300-307.
[2]	Jianxu Zhang, Shuai Hu, Hongyi Jin. Modeling of Traffic Flow Velocity Control Strategy for Human-machine Mixed Driving at Signalized Intersections [J]. Journal of System Simulation, 2022, 34(8): 1697-1709.
[3]	Yangsheng Jiang, Sichen Wang, Kuan Gao, Meng Liu, Zhihong Yao. Cellular Automata Model of Mixed Traffic Flow Composed of Intelligent Connected Vehicles’ Platoon [J]. Journal of System Simulation, 2022, 34(5): 1025-1032.
[4]	Yang Zeng, Jinling Li, Haixiang Guo, Weiming Chen. Research on Emotional Contagion and Intervention Strategy of Indoor Evacuation Based on Risk Perception [J]. Journal of System Simulation, 2022, 34(12): 2691-2703.
[5]	Yinghua Song, Zheqian Zhang, Feizhou Huo, Danhui Fang. Evacuation Model Considering the Restricted View of the Sign [J]. Journal of System Simulation, 2022, 34(11): 2416-2424.
[6]	Li Changhua, Yang Jing, Li Zhijie. An Improved Social Force Model for Crowd Simulation [J]. Journal of System Simulation, 2021, 33(3): 521-528.
[7]	Liu Zhanhong, Yang Xiujian, Wu Xiangji, Huang Zhen. Modeling and Simulation of Car Following in Fog Based on Cellular Automata [J]. Journal of System Simulation, 2021, 33(10): 2399-2410.
[8]	Liu Zongyang, Zhou Chunhui, Zhao Junnan, Xiao Jinli, Gan Langxiong. Modeling and Simulation of Channel Passage Capacity Based on Cellular Automata [J]. Journal of System Simulation, 2021, 33(10): 2478-2487.
[9]	Song Yinghua, Zhang Yu, Huo Feizhou, Lü Wei, Ma Yaping. Study on Evacuation Cellular Automaton Model Considering Avoidance Behavior [J]. Journal of System Simulation, 2020, 32(6): 975-981.
[10]	Li Changhua, Bi Chenggong, Li Zhijie. Crowd Evacuation Model Based on Improved PSO Algorithm [J]. Journal of System Simulation, 2020, 32(6): 1000-1008.
[11]	Li Feng, Wei Ying. Research on Evolution Model of Online Public Opinion Based on Temporal Network [J]. Journal of System Simulation, 2020, 32(3): 394-403.
[12]	Xing Zhiwei, Xu Mingyi, Luo Xiao, Luo Qian. Simulation and Optimization of Aircraft Sliding Path [J]. Journal of System Simulation, 2020, 32(2): 323-331.
[13]	Li Feng, Wei Ying. Simulation Analysis of Viral-Style Information Diffusion in Small World Networks [J]. Journal of System Simulation, 2019, 31(9): 1790-1801.
[14]	Xing Zhiwei, Li Shijiao, Tang Yunxiao, Luo Qian. Airport Surface Traffic Simulation Based on Agent-Cellular Automaton [J]. Journal of System Simulation, 2018, 30(3): 857-865.
[15]	Dong Chongjie, Liu Yi, Peng Yong. Improved Cuckoo Search Algorithm Applied to Multi-objective Optimization of Crowd Evacuation [J]. Journal of System Simulation, 2016, 28(5): 1063-1069.

Pedestrian Evacuation Model Considering Emotional Infection

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 14

References 28

Related Articles 15

Recommended Articles

Metrics

Comments