4.5 Article

Multiobjective approach to optimal control for a tuberculosis model

期刊

OPTIMIZATION METHODS & SOFTWARE
卷 30, 期 5, 页码 893-910

出版社

TAYLOR & FRANCIS LTD
DOI: 10.1080/10556788.2014.994704

关键词

tuberculosis; epidemic model; treatment strategies; optimal control theory; multiobjective optimization

资金

  1. AdI - Innovation Agency through POFC program [FCOMP-01-0202-FEDER-023113]
  2. Portuguese fund through Center for Research and Development in Mathematics and Applications (CIDMA)
  3. Portuguese Foundation for Science and Technology (FCT) [PEst-OE/MAT/UI4106/2014]
  4. FCT post-doc fellowship [SFRH/BPD/72061/2010]
  5. FEDER under POFC-QREN
  6. COMPETE [FCOMP-01-0124-FEDER-028894]
  7. FCT project [PTDC/EEI-AUT/1450/2012]
  8. [PEst-C/ECI/UI4029/2011]
  9. [FCOM-01-0124-FEDER-022681]

向作者/读者索取更多资源

Mathematical modelling can help to explain the nature and dynamics of infection transmissions, as well as support a policy for implementing those strategies that are most likely to bring public health and economic benefits. The paper addresses the application of optimal control strategies in a tuberculosis model. The model consists of a system of ordinary differential equations, which considers reinfection and post-exposure interventions. We propose a multiobjective optimization approach to find optimal control strategies for the minimization of active infectious and persistent latent individuals, as well as the cost associated to the implementation of the control strategies. Optimal control strategies are investigated for different values of the model parameters. The obtained numerical results cover a whole range of the optimal control strategies, providing valuable information about the tuberculosis dynamics and showing the usefulness of the proposed approach.

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