Please wait a minute...
Chinese Physics, 2005, Vol. 14(7): 1370-1377    DOI: 10.1088/1009-1963/14/7/018
GENERAL Prev   Next  

Cellular automata modelling of SEIRS

Liu Quan-Xing (刘权兴)a, Jin Zhen (靳祯)b 
a Department of Chemical Engineering, North University of China, Taiyuan 030051, China; b Department of Applied Mathematics, North University of China,Taiyuan 030051, China
Abstract  In this paper the SEIRS epidemic spread is analysed, and a two-dimensional probability cellular automata model for SEIRS is presented. Each cellular automation cell represents a part of the population that may be found in one of five states of individuals: susceptible, exposed (or latency), infected, immunized (or recovered) and death. Here studied are the effects of two cases on the epidemic spread. i.e. the effects of non-segregation and segregation on the latency and the infected of population. The conclusion is reached that the epidemic will persist in the case of non-segregation but it will decrease in the case of segregation. The proposed model can serve as a basis for the development of algorithms to simulate real epidemics based on real data. Last we find the density series of the exposed and the infected will fluctuate near a positive equilibrium point, when the constant for the immunized is less than its corresponding constant $\tau_{0}$. Our theoretical results are verified by numerical simulations.
Keywords:  cellular automata      epidemic      modelling      SEIRS modelling  
Received:  12 July 2004      Revised:  23 February 2005      Accepted manuscript online: 
PACS:  87.10.-e (General theory and mathematical aspects)  
  87.19.X- (Diseases)  
  87.23.Cc (Population dynamics and ecological pattern formation)  
  02.60.Cb (Numerical simulation; solution of equations)  
Fund: Project supported by the National Natural Science Foundation of China (Grant No 10471040).

Cite this article: 

Liu Quan-Xing (刘权兴), Jin Zhen (靳祯) Cellular automata modelling of SEIRS 2005 Chinese Physics 14 1370

[1] Pedestrian evacuation simulation in multi-exit case:An emotion and group dual-driven method
Yong-Xing Li(李永行), Xiao-Xia Yang(杨晓霞), Meng Meng(孟梦), Xin Gu(顾欣), Ling-Peng Kong(孔令鹏). Chin. Phys. B, 2023, 32(4): 048901.
[2] Neoclassical tearing mode stabilization by electron cyclotron current drive for HL-2M tokamak
Jing-Chun Li(李景春), Jia-Qi Dong(董家齐), Xiao-Quan Ji(季小全), and You-Jun Hu(胡友俊). Chin. Phys. B, 2021, 30(7): 075203.
[3] Contagion dynamics on adaptive multiplex networks with awareness-dependent rewiring
Xiao-Long Peng(彭小龙) and Yi-Dan Zhang(张译丹). Chin. Phys. B, 2021, 30(5): 058901.
[4] Exploring individuals' effective preventive measures against epidemics through reinforcement learning
Ya-Peng Cui(崔亚鹏), Shun-Jiang Ni (倪顺江), and Shi-Fei Shen(申世飞). Chin. Phys. B, 2021, 30(4): 048901.
[5] High adsorption and separation performance ofCO2 over N2 in azo-based (N=N) pillar[6]arene supramolecular organic frameworks
Yong-Chao Jiang(姜永超), Gui-Xia Li(李桂霞), Gui-Feng Yu(于桂凤), Juan Wang(王娟), Shu-Lai Huang(黄树来), and Guo-Liang Xu(徐国亮). Chin. Phys. B, 2021, 30(11): 118105.
[6] An extended cellular automata model with modified floor field for evacuation
Da-Hui Qin(秦大辉), Yun-Fei Duan(段云飞), Dong Cheng(程栋), Ming-Zhu Su(苏铭著), Yong-Bo Shao(邵永波). Chin. Phys. B, 2020, 29(9): 098901.
[7] Experimental and numerical investigation of mid-infrared laser in Pr3+-doped chalcogenide fiber
Hua Chen(陈华), Ke-Lun Xia(夏克伦), Zi-Jun Liu(刘自军), Xun-Si Wang(王训四), Xiang-Hua Zhang(章向华), Yin-Sheng Xu(许银生), Shi-Xun Dai(戴世勋). Chin. Phys. B, 2019, 28(2): 024209.
[8] Effects of rainy weather on traffic accidents of a freeway using cellular automata model
Ming-Bao Pang(庞明宝), Bo-Ning Ren(任泊宁). Chin. Phys. B, 2017, 26(10): 108901.
[9] Influence of bus stop with left-turn lines between two adjacent signalized intersections
Ming-Bao Pang(庞明宝), Lan-Hang Ye(叶兰杭), Ya-Nan Pei(裴亚男). Chin. Phys. B, 2016, 25(8): 088901.
[10] Reverse-feeding effect of epidemic by propagators in two-layered networks
Dayu Wu(吴大宇), Yanping Zhao(赵艳萍), Muhua Zheng(郑木华), Jie Zhou(周杰), Zonghua Liu(刘宗华). Chin. Phys. B, 2016, 25(2): 028701.
[11] Developments of parabolic equation method in the period of 2000-2016
Chuan-Xiu Xu(徐传秀), Jun Tang(唐骏), Sheng-Chun Piao(朴胜春), Jia-Qi Liu(刘佳琪), Shi-Zhao Zhang(张士钊). Chin. Phys. B, 2016, 25(12): 124315.
[12] The most common friend first immunization
Fu-Zhong Nian(年福忠), Cha-Sheng Hu(胡茶升). Chin. Phys. B, 2016, 25(12): 128702.
[13] Epidemic spreading on random surfer networks with infected avoidance strategy
Yun Feng(冯运), Li Ding(丁李), Yun-Han Huang(黄蕴涵), Zhi-Hong Guan(关治洪). Chin. Phys. B, 2016, 25(12): 128903.
[14] Pedestrian choice behavior analysis and simulation of vertical walking facilities in transfer station
Yong-Xing Li(李永行), Hong-Fei Jia(贾洪飞), Jun Li(李军), Ya-Nan Zhou(周亚楠), Zhi-Lu Yuan(原志路), Yan-Zhong Li(李延忠). Chin. Phys. B, 2016, 25(10): 108901.
[15] A new cellular automata model of traffic flow with negative exponential weighted look-ahead potential
Xiao Ma(马骁), Wei-Fan Zheng(郑伟范), Bao-Shan Jiang(江宝山), Ji-Ye Zhang(张继业). Chin. Phys. B, 2016, 25(10): 108902.
No Suggested Reading articles found!