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  • 标题:Multi-Objective Optimization of Integrated Civilian-Military Scheduling of Medical Supplies for Epidemic Prevention and Control
  • 本地全文:下载
  • 作者:Hai-Feng Ling ; Zheng-Lian Su ; Xun-Lin Jiang
  • 期刊名称:Healthcare
  • 电子版ISSN:2227-9032
  • 出版年度:2021
  • 卷号:9
  • 期号:2
  • 页码:126
  • DOI:10.3390/healthcare9020126
  • 出版社:MDPI Publishing
  • 摘要:In a large-scale epidemic, such as the novel coronavirus pneumonia (COVID-19), there is huge demand for a variety of medical supplies, such as medical masks, ventilators, and sickbeds. Resources from civilian medical services are often not sufficient for fully satisfying all of these demands. Resources from military medical services, which are normally reserved for military use, can be an effective supplement to these demands. In this paper, we formulate a problem of integrated civilian-military scheduling of medical supplies for epidemic prevention and control, the aim of which is to simultaneously maximize the overall satisfaction rate of the medical supplies and minimize the total scheduling cost, while keeping a minimum ratio of medical supplies reservation for military use. We propose a multi-objective water wave optimization (WWO) algorithm in order to efficiently solve this problem. Computational results on a set of problem instances constructed based on real COVID-19 data demonstrate the effectiveness of the proposed method.
  • 关键词:medical supplies scheduling; epidemic prevention and control; multi-objective optimization; water wave optimization; civilian-military integration medical supplies scheduling ; epidemic prevention and control ; multi-objective optimization ; water wave optimization ; civilian-military integration
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