Parallel Agent-Based Simulator for Influenza Pandemic

被引：0
|
作者：
Saito, Masaya M. [1 ]
Imoto, Seiya [2 ]
Yamaguchi, Rui [2 ]
Miyano, Satoru [2 ]
Higuchi, Tomoyuki [1 ]
机构：
[1] Inst Stat Math, 10-3 Midoricho, Tachikawa, Tokyo 1900014, Japan
[2] Univ Tokyo, Ctr Human Genome, Inst Med Sci, Tokyo, 1088639, Japan
来源：
ADVANCED AGENT TECHNOLOGY | 2012年 / 7068卷
关键词：
agent-based simulation; influenza pandemic; parallel computing;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We have developed a parallel agent-based influenza pandemic simulator, in order to study the influenza spread in a city. In the simulator, the city consists of several towns connected tightly by trains. Residents of the towns walk around places such as corporations and schools using trains by need, following to own schedulers. The influenza spread in these congested places is simulated as stochastic processes. We have demonstrated simulations with a realistic scale of population (an order of million) and showed that one simulation run is completed around one hour.
引用
收藏
页码：361 / +
页数：2
相关论文
共 50 条
  • [1] Parallel Programming Approaches for an Agent-based Simulation of Concurrent Pandemic and Seasonal Influenza Outbreaks
    Soto-Ferrari, Milton
    Holvenstot, Peter
    Prieto, Diana
    de Doncker, Elise
    Kapenga, John
    [J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, 2013, 18 : 2187 - 2192
  • [2] Evaluation of agent-based manufacturing systems based on a parallel simulator
    Huang, CY
    Nof, SY
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2002, 43 (03) : 529 - 552
  • [3] An agent-based framework for performance modeling of an optimistic parallel discrete event simulator
    Kurve, Aditya
    Kotobi, Khashayar
    Kesidis, George
    [J]. COMPLEX ADAPTIVE SYSTEMS MODELING, 2013, 1
  • [4] ASSIST: An Agent-Based SIoT Simulator
    Kasnesis, Panagiotis
    Toumanidis, Lazaros
    Ogias, Dimitris
    Patrikakis, Charalampos Z.
    Venieris, Iakovos S.
    [J]. 2016 IEEE 3RD WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2016, : 353 - 358
  • [5] An agent-based stochastic Occupancy Simulator
    Chen, Yixing
    Hong, Tianzhen
    Luo, Xuan
    [J]. BUILDING SIMULATION, 2018, 11 (01) : 37 - 49
  • [6] A simulator of agent-based household appliances
    Steblovink, Konrad
    Zazula, Damjan
    [J]. 5TH INDUSTRIAL SIMULATION CONFERENCE 2007, 2007, : 316 - +
  • [7] An agent-based FTR auction simulator
    Ziogos, N. P.
    Tellidou, A. C.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2011, 81 (07) : 1239 - 1246
  • [8] An agent-based stochastic Occupancy Simulator
    Yixing Chen
    Tianzhen Hong
    Xuan Luo
    [J]. Building Simulation, 2018, 11 : 37 - 49
  • [9] An operational epidemiological model for calibrating agent-based simulations of pandemic influenza outbreaks
    Prieto, D.
    Das, T. K.
    [J]. HEALTH CARE MANAGEMENT SCIENCE, 2016, 19 (01) : 1 - 19
  • [10] An operational epidemiological model for calibrating agent-based simulations of pandemic influenza outbreaks
    D. Prieto
    T. K. Das
    [J]. Health Care Management Science, 2016, 19 : 1 - 19
12345