Modeling epidemics using cellular automata

被引：143
|
作者：
White, S. Hoya
del Rey, A. Martin
Sanchez, G. Rodriguez
机构：
[1] Univ Salamanca, Dept Appl Math, EPS Avila, Avila 05003, Spain
[2] Univ Salamanca, Dept Appl Math, ETSII, Salamanca 37700, Spain
[3] Univ Salamanca, EPS Zamora, Dept Appl Math, Zamora 49022, Spain
来源：
APPLIED MATHEMATICS AND COMPUTATION | 2007年 / 186卷 / 01期
关键词：
cellular automata; epidemic spreading; mathematical modeling; rectangular lattices; SIR model;
D O I：
10.1016/j.amc.2006.06.126
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
The main goal of this work is to introduce a theoretical model, based on cellular automata, to simulate epidemic spreading. Specifically, it divides the population into three classes: susceptible, infected and recovered, and the state of each cell stands for the portion of these classes of individuals in the cell at every step of time. The effect of population vaccination is also considered. The proposed model can serve as a basis for the development of other algorithms to simulate real epidemics based on real data. (c) 2006 Elsevier Inc. All rights reserved.
引用
收藏
页码：193 / 202
页数：10
相关论文
共 50 条
  • [41] MODELING MALWARE PROPAGATION IN WIRELESS SENSOR NETWORKS USING CELLULAR AUTOMATA
    Song, Yurong
    Jiang, Guo-Ping
    2008 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2007, : 623 - 627
  • [42] Modeling and Simulation on the New Technology Diffusion of Cars Using Cellular Automata
    Ma, Fang
    Chao, Gangling
    MATERIALS PROCESSING TECHNOLOGY, PTS 1-4, 2011, 291-294 : 3171 - +
  • [43] A cellular neural network modeling the behavior of reconfigurable cellular automata
    Tzionas, PG
    MICROPROCESSORS AND MICROSYSTEMS, 2001, 25 (08) : 379 - 387
  • [44] On Modeling Geotextiles by Means of Elementary Cellular Automata
    Ozelim, Luan Carlos de S. M.
    Zubeldia, Elizabeth Hernandez
    Brasil Cavalcante, Andre Luis
    Palmeira, Ennio Marques
    ELECTRONIC JOURNAL OF GEOTECHNICAL ENGINEERING, 2016, 21 (03): : 1311 - 1323
  • [45] Cellular automata modeling of nitriding in nanocrystalline metals
    Zhao, Jingyi
    Wang, Guo-Xiang
    Ye, Chang
    Dong, Yalin
    COMPUTATIONAL MATERIALS SCIENCE, 2016, 118 : 342 - 352
  • [46] Modeling Pedestrian Dynamics with Adaptive Cellular Automata
    Padovani, Djalma
    Jose Neto, Joao
    Massa Cereda, Paulo Roberto
    9TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2018) / THE 8TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2018) / AFFILIATED WORKSHOPS, 2018, 130 : 1120 - 1127
  • [47] Bicycle Flow Modeling Based on Cellular Automata
    Liu Hong
    Wang Hui
    Feng Yiheng
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 6, 2008, : 527 - 531
  • [48] FPGA based Cellular Automata for Environmental Modeling
    Vourkas, Ioannis
    Sirakoulis, Georgios Ch.
    2012 19th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2012, : 93 - 96
  • [49] Modeling of Intergranular Oxidation by the Cellular Automata Approach
    Katrin Jahns
    Kamil Balinski
    Martin Landwehr
    Vicente Braz Trindade
    Jürgen Wübbelmann
    Ulrich Krupp
    Oxidation of Metals, 2017, 87 : 285 - 295
  • [50] Modeling of Friction Dynamic Motion by Cellular Automata
    Yamagishi, Seiya
    Morishita, Shin
    CELLULAR AUTOMATA: 11TH INTERNATIONAL CONFERENCE ON CELLULAR AUTOMATA FOR RESEARCH AND INDUSTRY, 2014, 8751 : 320 - 329
12345