Title :
Optimal Control of a Fractional-Order HIV-Immune System With Memory
Author :
Ding, Yongsheng ; Wang, Zidong ; Ye, Haiping
fDate :
5/1/2012 12:00:00 AM
Abstract :
The fact that fractional-order models possess memory leads to modeling a fractional-order HIV-immune system. We discuss the necessary conditions for the optimality of a general fractional optimal control problem whose fractional derivative is described in the Caputo sense. Using an objective function that minimizes the infectious viral load and count of infected T cells, the optimal control problem is solved for the fractional-order optimality system with minimal dosage of anti-HIV drugs and the effects of mathematically optimal therapy are demonstrated. Simulation results show that the fractional-order optimal control scheme can achieve improved quality of the treatment.
Keywords :
medical control systems; optimal control; CD4+ T cells; Caputo sense; anti-HIV drugs; fractional derivative; fractional-order HIV-immune system; general fractional optimal control problem; human immunodeficiency virus; infectious viral load minimization; mathematically optimal therapy; memory; objective function; Drugs; Equations; Human immunodeficiency virus; Inhibitors; Mathematical model; Optimal control; Fractional-order model; human immunodeficiency virus (HIV) dynamics; numerical simulation; optimal control; ordinary differential equation (ODE);
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2011.2153203