Chaotic and Oscillatory Behavior of an Epidemic: Agent-Based Model

被引:0
|
作者
Raczynski, Stanislaw [1 ,2 ]
机构
[1] Univ Panamericana, Mexico City, Mexico
[2] Univ Panamericana, Engn Fac, Augusto Rodin 498, Mexico City, Mexico
关键词
epidemics; agent-based model; simulation; SIR model; SIMULATION; SYSTEMS;
D O I
暂无
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
The spread of epidemics over a landscape of several population agglomerations is presented. A continuous, system dynamics version of an epidemics model is discussed and compared to the agent-based model. The validity of the continuous Susceptible-Infected-Recovered-Susceptible (SIRS) model is questioned. The main model deficiencies are the lack of the influence of the collective memory of the population and the spatial distribution of individuals. The chaotic behavior of the agent-based model is pointed out as a better approximation of the true dynamics of an epidemic.
引用
收藏
页码:1 / 18
页数:18
相关论文
共 50 条
  • [21] Altruism, selfishness, and survival: An agent-based model of sharing behavior
    Goodhall, SJ
    Reynolds, RG
    Whallon, R
    CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2002, : 867 - 871
  • [22] Intelligent Agent-Based Simulation of HIV Epidemic Process
    Chumachenko, Dmytro
    Chumachenko, Tetyana
    LECTURE NOTES IN COMPUTATIONAL INTELLIGENCE AND DECISION MAKING, 2020, 1020 : 175 - 188
  • [23] The virtue of virtuality; the promise of agent-based epidemic modeling
    Hupert, Nathaniel
    Xiong, Wei
    Mushlin, Alvin
    TRANSLATIONAL RESEARCH, 2008, 151 (06) : 273 - 274
  • [24] Agent-based modelling: A case study in HIV epidemic
    Teweldemedhin, E. (eyob@cs.wits.ac.za), IEEE Systems, Man and Cybernetics; International Fuzzy Systems Association; IEEE Computational Intelligence Society (Institute of Electrical and Electronics Engineers Computer Society):
  • [25] Agent-based modelling: A case study in HIV epidemic
    Teweldemedhin, E
    Marwala, T
    Mueller, C
    HIS'04: FOURTH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, PROCEEDINGS, 2005, : 154 - 159
  • [26] Effects of the identity of the first case in an agent-based model of a flu epidemic in a Newfoundland community
    Dimka, J.
    Orbann, C.
    Miller, E. L.
    Sattenspiel, L.
    AMERICAN JOURNAL OF HUMAN BIOLOGY, 2011, 23 (02) : 256 - 257
  • [27] An agent-based model of burglary
    Malleson, Nick
    Evans, Andrew
    Jenkins, Tony
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2009, 36 (06): : 1103 - 1123
  • [28] An agent-based model with antibody dynamics information in COVID-19 epidemic simulation
    Xu, Zhaobin
    Song, Jian
    Liu, Weidong
    Wei, Dongqing
    INFECTIOUS DISEASE MODELLING, 2023, 8 (04) : 1151 - 1168
  • [29] AN AGENT-BASED MODEL TO SIMULATE AND PREDICT HIV EPIDEMIC IN BALTIMORE CITY, MARYLAND, USA
    Adleberg, J.
    Rothman, R.
    Flynn, C.
    Nganga-Good, C.
    Hsieh, Y-H
    SEXUALLY TRANSMITTED INFECTIONS, 2015, 91 : A212 - A212
  • [30] An Agent-based Model for the Humanities
    Roman, Belinda
    DIGITAL HUMANITIES QUARTERLY, 2013, 7 (01):