Title :
Optimal control theory applied to the anti-viral treatment of AIDS
Author :
De Souza, J. A M Felippe ; Caetano, Marco Antonio Leonel ; Yoneyama, Takashi
Author_Institution :
Dept. of Electromech. Eng., Univ. da Beira Interior, Covilha, Portugal
Abstract :
This work deals with a particular application of the optimal control theory to a model related to HIV infection dynamics. The mathematical model adopted in this work was proposed by Nowak et al. (1996), and describes the dynamics of viral concentration in terms of interaction with CD4 cells and the cytoroxic T lymphocytes, which are responsible for the immune defence of the organism. The control variable is the drug dose which, in turn, affects the rate of infection of CD4 cells by HIV virus. The cost function to be minimized is a weighted sum of the final viral load and the accumulated side effects. Simulation results show that the optimal control scheme can achieve improved quality of the treatment in terms of reduction in the viral load and quantity of administered drugs, but has the inconvenience related to the necessity of frequent and periodic laboratory analysis to provide feedback information to adjust the doses
Keywords :
biocybernetics; health care; optimal control; physiological models; AIDS; CD4 cells; HIV infection; anti-viral treatment; cytoroxic T lymphocytes; drug dose; dynamics; immune defence; mathematical model; optimal control; viral concentration; Acquired immune deficiency syndrome; Analytical models; Cost function; Drugs; Human immunodeficiency virus; Immune system; Laboratories; Mathematical model; Optimal control; Organisms;
Conference_Titel :
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6638-7
DOI :
10.1109/CDC.2001.914696