论文标题

快速周期性切换使COVID-19的锁后减排

Post-Lockdown Abatement of COVID-19 by Fast Periodic Switching

论文作者

Bin, M., Cheung, P., Crisostomi, E., Ferraro, P., Lhachemi, H., Murray-Smith, R., Myant, C., Parisini, T., Shorten, R., Stein, S., Stone, L.

论文摘要

COVID-19的减排策略具有风险和不确定性,可能导致反复感染浪潮。我们表明 - 作为基于严格的数学证据的概念证明 - 表明定期,高频交替的锁定和锁定有效地减轻了第二波的影响,同时允许继续,尽管降低了经济活动。周期性赋予(i)可预测性,这对于经济可持续性至关重要,以及(ii)稳健性,因为锁定期在短时间内的不确定测量中没有激活。反过来,虽然没有消除病毒,但随着时间的流逝,这种快速转换政策是可持续的,它会减轻感染,直到可用疫苗或治疗可用,同时减轻与长期锁定相关的社会成本。通常,该策略可能是1天的工作形式,然后是每周6天的锁定(或可能2天工作,休息5天),并且可以根据较长的时间尺度过滤的测量值以缓慢的速率进行修改。我们的结果突出了锁定后缓解后高频切换干预措施的潜在功效。所有代码均可在GitHub(https://github.com/v4p1d/fpsp_covid19)上找到。还开发了一种软件工具,以便感兴趣的各方可以探索概念验证系统。

COVID-19 abatement strategies have risks and uncertainties which could lead to repeating waves of infection. We show -- as proof of concept grounded on rigorous mathematical evidence -- that periodic, high-frequency alternation of into, and out-of, lockdown effectively mitigates second-wave effects, while allowing continued, albeit reduced, economic activity. Periodicity confers (i) predictability, which is essential for economic sustainability, and (ii) robustness, since lockdown periods are not activated by uncertain measurements over short time scales. In turn -- while not eliminating the virus -- this fast switching policy is sustainable over time, and it mitigates the infection until a vaccine or treatment becomes available, while alleviating the social costs associated with long lockdowns. Typically, the policy might be in the form of 1-day of work followed by 6-days of lockdown every week (or perhaps 2 days working, 5 days off) and it can be modified at a slow-rate based on measurements filtered over longer time scales. Our results highlight the potential efficacy of high frequency switching interventions in post lockdown mitigation. All code is available on Github (https://github.com/V4p1d/FPSP_Covid19). A software tool has also been developed so that interested parties can explore the proof-of-concept system.

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