Optimal control of epidemics in metapopulations

被引:96
作者
Rowthorn, Robert E. [2 ]
Laxminarayan, Ramanan [3 ]
Gilligan, Christopher A. [1 ]
机构
[1] Univ Cambridge, Epidemiol & Modelling Grp, Dept Plant Sci, Cambridge CB2 3EA, England
[2] Univ Cambridge, Dept Econ, Cambridge CB3 9DD, England
[3] Resources Future Inc, Washington, DC 20036 USA
基金
英国生物技术与生命科学研究理事会;
关键词
epidemiological modelling; economic modelling; quarantine; spatio-temporal epidemics; control theory; MOUTH EPIDEMIC; DISEASE; MODEL; INFECTION; DYNAMICS; SPREAD; FOOT;
D O I
10.1098/rsif.2008.0402
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Little is known about how best to deploy scarce resources for disease control when epidemics occur in different but interconnected regions. We use a combination of optimal control methods and epidemiological theory for metapopulations to address this problem. We consider what strategy should be used if the objective is to minimize the discounted number of infected individuals during the course of an epidemic. We show, for a system with two interconnected regions and an epidemic in which infected individuals recover and can be reinfected, that equalizing infection in the two regions is the worst possible strategy in minimizing the total level of infection. Treatment should instead be preferentially directed at the region with the lower level of infection, treating the other subpopulation only when there is resource left over. The same strategy holds with preferential treatments of regions with lower levels of infection when quarantine is introduced.
引用
收藏
页码:1135 / 1144
页数:10
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