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Provedor de dados:  Anais da ABC (AABC)
País:  Brazil
Título:  Short and long period optimization of drug doses in the treatment of AIDS
Data:  2002-09-01
Ano:  2002
Palavras-chave:  Modeling
Resumo:  Numerical optimization techniques are useful in solving problems of computing the best inputs for systems described by mathematical models and when the objectives can be stated in a quantitative form. This work concerns the problem of optimizing the drug doses in the treatment of AIDS in terms of achieving a balance between the therapeutic response and the side effects. A mathematical model describing the dynamics of HIV viruses and CD4 cells is used to compute the short term optimal drug doses in the treatments of patients with AIDS by a direct method of optimization using a cost function of Bolza type. The model parameters were fitted to actual published clinical data. In order to simplify the numerical procedures, the control law is expressed as a series and the sub-optimal control is obtained by truncating the higher terms. When the patient reaches a clinically satisfactory state, the LQR - Linear Quadratic Regulator technique is used to determine the long period maintenance doses for the drugs. The doses computed using the LQR technique tend to be smaller than equivalent constant-dose therapy in terms of increase in the counts of CD4+T cells and reduction of the density of free viruses.
Tipo:  Info:eu-repo/semantics/article
Idioma:  Inglês
Editor:  Academia Brasileira de Ciências
Relação:  10.1590/S0001-37652002000300002
Formato:  text/html
Fonte:  Anais da Academia Brasileira de Ciências v.74 n.3 2002
Direitos:  info:eu-repo/semantics/openAccess

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