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
  • [41] An Agent-Based Model for Simulating Electrified Social Insects Traffic Behavior
    T. Kunduracı
    Brazilian Journal of Physics, 2021, 51 : 653 - 660
  • [42] Individual behavior and macro social properties. An agent-based model
    Riccardo Boero
    Marco Castellani
    Flaminio Squazzoni
    Computational and Mathematical Organization Theory, 2008, 14 : 156 - 174
  • [43] An agent-based model of building occupant behavior during load shedding
    Handi Chandra Putra
    Clinton J. Andrews
    Jennifer A. Senick
    Building Simulation, 2017, 10 : 845 - 859
  • [44] Modeling intermodal travel behavior in an agent-based travel demand model
    Woerle, Tim
    Briem, Lars
    Heilig, Michael
    Kagerbauer, Martin
    Vortisch, Peter
    12TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT) / THE 4TH INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40) / AFFILIATED WORKSHOPS, 2021, 184 : 202 - 209
  • [45] An Agent-Based Model of Posting Behavior During Times of Societal Unrest
    Bathina, Krishna C.
    Jammalamadaka, Aruna
    Xu, Jiejun
    Lu, Tsai-Ching
    SOCIAL, CULTURAL, AND BEHAVIORAL MODELING, 2017, 10354 : 53 - 59
  • [46] Health behavior change in advance care planning: an agent-based model
    Ernecoff, Natalie C.
    Keane, Christopher R.
    Albert, Steven M.
    BMC PUBLIC HEALTH, 2016, 16
  • [47] An agent-based model of building occupant behavior during load shedding
    Putra, Handi Chandra
    Andrews, Clinton J.
    Senick, Jennifer A.
    BUILDING SIMULATION, 2017, 10 (06) : 845 - 859
  • [48] An Agent-Based Model for Simulating Electrified Social Insects Traffic Behavior
    Kunduraci, T.
    BRAZILIAN JOURNAL OF PHYSICS, 2021, 51 (03) : 653 - 660
  • [49] Health behavior change in advance care planning: an agent-based model
    Natalie C. Ernecoff
    Christopher R. Keane
    Steven M. Albert
    BMC Public Health, 16
  • [50] Individual behavior and macro social properties. An agent-based model
    Boero, Riccardo
    Castellani, Marco
    Squazzoni, Flaminio
    COMPUTATIONAL AND MATHEMATICAL ORGANIZATION THEORY, 2008, 14 (02) : 156 - 174