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Optimal therapy scheduling for a simplified HIV infection model
Authors:Esteban A. Hernandez-Vargas  Patrizio Colaneri  Richard H. Middleton
Affiliation:1. DEI, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy;2. SIMM, Helmholtz Centre for Infection Research, Inhoffenstraße 7, D-38124, Braunschweig, Germany;3. School of Electrical and Computer Engineering, University of Newcastle, Callaghan, New South Wales, 2308, Australia
Abstract:This work is motivated by the drug therapy scheduling problem in HIV infection. Using simplified switched linear system models of HIV mutation and treatment with certain class of symmetry and finite horizon cost functions, we demonstrate that the optimal state and costate trajectories lie on a sliding surface where infinitely fast switching may occur. Results suggest that in the absence of other practical constraints, switching rapidly between therapies is relevant. Simulations show the potential benefits of a proactive switching strategy to minimize viral load and delay the emergence of resistant mutant viruses.
Keywords:Optimal control   Switched systems   HIV treatment
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