4.7 Article

Optimal bang-bang control for variable-order dengue virus; numerical studies

Journal

JOURNAL OF ADVANCED RESEARCH
Volume 32, Issue -, Pages 37-44

Publisher

ELSEVIER
DOI: 10.1016/j.jare.2021.03.010

Keywords

Dengue virus; Variable order fractional model; Bang-bang control; Nonstandard generalized Euler method; Nonstandard generalized fourth order; Runge-kutta method

Funding

  1. Academy of Scientific Research and Technology (ASRT) , Egypt [6454]

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The study focuses on optimal control of the dengue virus, suggesting the use of bang-bang control to minimize viral infection and quickly clear the virus from the host. The combination of variable-order fractional derivatives and bang-bang control improves the dynamics of the mathematical model.
Introduction: Dengue and Malaria are the most important mosquito-borne viral diseases affecting humans. Fever is transmitted between human hosts by infected female aedes mosquitoes. The modeling study of viral infections is very useful to show how the virus replicates in an infected individual and how the human antibody response acts to control that replication, which antibody playing a key role in controlling infection. Objectives: Optimal control of a novel variable-order nonlinear model of dengue virus is studied in the present work. Bang-bang control is suggested to minimize the viral infection as well as quick clearance of the virus from the host. Necessary conditions for the control problem are given. The variable-order derivatives are given in the sense of Caputo. Moreover, the parameters of the proposed model are dependent on the same variable-order fractional power. Two numerical schemes are constructed for solving the optimality systems. Comparative studies and numerical simulations are implemented. The variable-order fractional derivative can be describe the effects of long variable memory of time dependent systems than the integer order and fractional order derivatives. Methods: Both the nonstandard generalized fourth order Runge-Kutta and the nonstandard generalized Euler methods are presented. Results: We have successfully applied a kind of Pontryagin's maximum principle with bang-bang control and were able to reduce the viraemia level by adding the dose of DI particles. The nonstandard generalized fourth order Runge-Kutta method has the best results than nonstandard generalized Euler method. Conclusion: The combination of the variable-order fractional derivative and bang-bang control in the Dengue mathematical model improves the dynamics of the model. The nonstandard generalized Euler method and the nonstandard generalized fourth order Runge-Kutta method can be used to study the variable order fractional optimal control problem simply. (C) 2021 The Authors. Published by Elsevier B.V. on behalf of Cairo University.

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