Optimal control of vaccination in a vector-borne reaction–diffusion model applied to Zika virus

被引:0
作者
Tiago Yuzo Miyaoka
Suzanne Lenhart
João F. C. A. Meyer
机构
[1] University of Campinas,Department of Applied Mathematics, IMECC
[2] University of Tennessee,Department of Mathematics
来源
Journal of Mathematical Biology | 2019年 / 79卷
关键词
Zika virus; Optimal control; Vaccination; Partial differential equations; Numerical methods; 35K51; 49J20; 92D30;
D O I
暂无
中图分类号
学科分类号
摘要
Zika virus has acquired worldwide concern after a recent outbreak in Latin America that started in Brazil, with associated neurological conditions such as microcephaly in newborns from infected mothers. The virus is transmitted mainly by Aedes aegypti mosquitoes, but direct (sexual) transmission has been documented. We formulate a reaction diffusion model that considers spatial movement of humans and vectors, with local contact transmission of Zika virus. Vaccination is introduced as a control variable, giving immunity to susceptible humans, in order to characterize an optimal vaccination strategy that minimizes the costs associated with infections and vaccines. The optimal control characterization is obtained in terms of state and adjoint equations. Parameter estimation and numerical simulations are carried out using data for the initial 2015 Zika outbreak in the state of Rio Grande do Norte in Brazil. Several scenarios are considered and analyzed in terms of number of new infections and costs, showing that the optimal control application is successful, significantly reducing these quantities.
引用
收藏
页码:1077 / 1104
页数:27
相关论文
共 162 条
  • [91] Miyaoka TY(undefined)undefined undefined undefined undefined-undefined
  • [92] Meyer JFCA(undefined)undefined undefined undefined undefined-undefined
  • [93] Souza JMR(undefined)undefined undefined undefined undefined-undefined
  • [94] Mlakar J(undefined)undefined undefined undefined undefined-undefined
  • [95] Korva M(undefined)undefined undefined undefined undefined-undefined
  • [96] Tul N(undefined)undefined undefined undefined undefined-undefined
  • [97] Popović M(undefined)undefined undefined undefined undefined-undefined
  • [98] Poljšak-Prijatelj M(undefined)undefined undefined undefined undefined-undefined
  • [99] Mraz J(undefined)undefined undefined undefined undefined-undefined
  • [100] Kolenc M(undefined)undefined undefined undefined undefined-undefined