On the Optimal Control of a Malware Propagation Model

An important way considered to control malware epidemic processes is to take into account security measures that are associated to the systems of ordinary differential equations that governs the dynamics of such systems. We can observe two types of control measures: the analysis of the basic reprodu...

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Main Authors: Jose Diamantino Hernández Guillén, Ángel Martín del Rey, Roberto Casado Vara
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/8/9/1518
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author Jose Diamantino Hernández Guillén
Ángel Martín del Rey
Roberto Casado Vara
author_facet Jose Diamantino Hernández Guillén
Ángel Martín del Rey
Roberto Casado Vara
author_sort Jose Diamantino Hernández Guillén
collection DOAJ
description An important way considered to control malware epidemic processes is to take into account security measures that are associated to the systems of ordinary differential equations that governs the dynamics of such systems. We can observe two types of control measures: the analysis of the basic reproductive number and the study of control measure functions. The first one is taken at the beginning of the epidemic process and, therefore, we can consider this to be a prevention measure. The second one is taken during the epidemic process. In this work, we use the theory of optimal control that is associated to systems of ordinary equations in order to find a new function to control malware epidemic through time. Specifically, this approach is evaluate on a particular compartmental malware model that considers carrier devices.
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spelling doaj.art-b22fffd112204e6a9a26ef3ba21442672023-11-20T12:42:47ZengMDPI AGMathematics2227-73902020-09-0189151810.3390/math8091518On the Optimal Control of a Malware Propagation ModelJose Diamantino Hernández Guillén0Ángel Martín del Rey1Roberto Casado Vara2Department of Applied Mathematics, University of Salamanca, 37008 Salamanca, SpainDepartment of Applied Mathematics, Institute of Fundamental Physics and Mathematics, University of Salamanca, 37008 Salamanca, SpainBISITE Research Group, University of Salamanca, 37008 Salamanca, SpainAn important way considered to control malware epidemic processes is to take into account security measures that are associated to the systems of ordinary differential equations that governs the dynamics of such systems. We can observe two types of control measures: the analysis of the basic reproductive number and the study of control measure functions. The first one is taken at the beginning of the epidemic process and, therefore, we can consider this to be a prevention measure. The second one is taken during the epidemic process. In this work, we use the theory of optimal control that is associated to systems of ordinary equations in order to find a new function to control malware epidemic through time. Specifically, this approach is evaluate on a particular compartmental malware model that considers carrier devices.https://www.mdpi.com/2227-7390/8/9/1518optimal controlepidemic modelmalware propagation
spellingShingle Jose Diamantino Hernández Guillén
Ángel Martín del Rey
Roberto Casado Vara
On the Optimal Control of a Malware Propagation Model
Mathematics
optimal control
epidemic model
malware propagation
title On the Optimal Control of a Malware Propagation Model
title_full On the Optimal Control of a Malware Propagation Model
title_fullStr On the Optimal Control of a Malware Propagation Model
title_full_unstemmed On the Optimal Control of a Malware Propagation Model
title_short On the Optimal Control of a Malware Propagation Model
title_sort on the optimal control of a malware propagation model
topic optimal control
epidemic model
malware propagation
url https://www.mdpi.com/2227-7390/8/9/1518
work_keys_str_mv AT josediamantinohernandezguillen ontheoptimalcontrolofamalwarepropagationmodel
AT angelmartindelrey ontheoptimalcontrolofamalwarepropagationmodel
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