DocumentCode :
83098
Title :
On the design of human immunodeficiency virus treatment based on a non-linear time-delay model
Author :
Batmani, Yazdan ; Khaloozadeh, Hamid
Author_Institution :
Dept. of Syst. & Control, K.N. Toosi Univ. of Technol., Tehran, Iran
Volume :
8
Issue :
1
fYear :
2014
fDate :
Feb-14
Firstpage :
13
Lastpage :
21
Abstract :
Mathematical modelling and methods from control theory can be employed to find appropriate drug regimens in human immunodeficiency virus (HIV) treatment. In this study, using a non-linear time-delay model, the authors design some suboptimal highly active antiretroviral therapy (HAART) [http://www.en.wikipedia.org/wiki/Protease_inhibitor_%28pharmacology%29] regimens for patients with HIV. The non-linear delayed model is used to describe the dynamical interactions between HIV and human immune system in the presence of HAART. Based on the model, a set point tracking problem is defined in order to set the number of susceptible CD4+T cells to a desired value. To solve this set point tracking problem in a suboptimal way, the authors introduce a new method which is able to consider constraints on the amount of drug dosage. It is proved that the proposed method is able to set the number of susceptible CD4+T cells to the desired value. Simulation results confirm that the method is efficient even in the presence of parametric uncertainties.
Keywords :
control theory; delays; diseases; patient treatment; CD4+T cells; HIV treatment; control theory; drug dosage; human immune system; human immunodeficiency virus treatment design; nonlinear time delay model; set point tracking problem; suboptimal HAART; suboptimal highly active antiretroviral therapy;
fLanguage :
English
Journal_Title :
Systems Biology, IET
Publisher :
iet
ISSN :
1751-8849
Type :
jour
DOI :
10.1049/iet-syb.2013.0012
Filename :
6728843
Link To Document :
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