OPTIMAL DISTRIBUTION OF THE INFLUENZA VACCINE

被引:0
|
作者
Oezaltin, Osman Y. [1 ]
Dalgic, Oezden O. [2 ]
Erenay, Fatih S. [2 ]
机构
[1] North Carolina State Univ, Dept Ind & Syst Engn, 111 Lampe Dr, Raleigh, NC 27695 USA
[2] Univ Waterloo, Dept Management Sci, 200 Univ Ave West, Waterloo, ON N2L 3G1, Canada
关键词
PANDEMIC INFLUENZA; SEASONAL INFLUENZA; STRATEGIES; DISEASE; AGE;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Influenza is a serious public health concern and vaccination is the first line of defense. In a pandemic, individuals are prioritized based on their risk profiles and transmission rates to ensure effective use of the available vaccine. We use an agent-based stochastic simulation model, and optimize the age-specific vaccine distribution strategy. We use black-box optimization techniques to minimize the overall cost of the outbreak. Our numerical experiments show that the best policy returned by our approach outperforms alternative policies recommended by the Advisory Committee on Immunization Practices and Centers for Disease Control and Prevention.
引用
收藏
页码:1411 / 1420
页数:10
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