• DocumentCode
    697590
  • Title

    A control theoretic approach to the treatment of AIDS

  • Author

    Felippe de Souza, Jose A. M. ; Leonel Caetano, Marco Antonio ; Yoneyama, Takashi

  • Author_Institution
    Dept. of Electromech. Eng., UBI - Univ. Beira Interior, Covilha, Portugal
  • fYear
    2001
  • fDate
    4-7 Sept. 2001
  • Firstpage
    3434
  • Lastpage
    3439
  • Abstract
    This work concerns the problem of optimizing the drug doses in the treatment of AIDS by looking for a balance between the therapeutic response and the side effects. Extensive computer simulation and comparison with the constant dose scheme evaluate the results. For some few cases the results are also compared with actual clinical data. A mathematical model describing the dynamics of HIV virus and CD4 cells is initially fitted to actual published clinical data. The identified model is then used to compute the sub-optimal drug doses for the treatment of AIDS by a direct method of optimization using a performance index of Bolza type. The sub-optimal treatment scheme is shown to achieve a therapeutic response close to the constant dose strategy, but with lower cost, as measured by the proposed performance index.
  • Keywords
    diseases; drugs; optimal control; optimisation; patient treatment; AIDS treatment; Bolza type; CD4 cells; HIV virus; constant dose scheme; control theoretic approach; drug doses; optimization; therapeutic response; Differential equations; Drugs; Human immunodeficiency virus; Inhibitors; Mathematical model; Optimal control; Performance analysis; Optimal control; farmacotherapy; optimization; simulation; viral infections;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 2001 European
  • Conference_Location
    Porto
  • Print_ISBN
    978-3-9524173-6-2
  • Type

    conf

  • Filename
    7076465