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
Link To Document :
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