| Literature DB >> 31187254 |
Tiago Yuzo Miyaoka1, Suzanne Lenhart2, João F C A Meyer3.
Abstract
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.Entities:
Keywords: Numerical methods; Optimal control; Partial differential equations; Vaccination; Zika virus
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Year: 2019 PMID: 31187254 DOI: 10.1007/s00285-019-01390-z
Source DB: PubMed Journal: J Math Biol ISSN: 0303-6812 Impact factor: 2.164