Numerical approximation of the fractional HIV model using the meshless local Petrov–Galerkin method
Abstract This paper deals with the model of fractional HIV-1 infection of CD4+T cells transformation with homogeneous Neumann boundary conditions. Numerical methods for solving fractional time differential equations are developed with Caputo’s definition. The forward difference methods were construc...
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Online Access: | http://link.springer.com/article/10.1186/s13662-019-2310-2 |
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doaj-0167fd98f80945dfaddca6d8cce05e512020-11-25T03:33:06ZengSpringerOpenAdvances in Difference Equations1687-18472019-09-012019111410.1186/s13662-019-2310-2Numerical approximation of the fractional HIV model using the meshless local Petrov–Galerkin methodKunwithree Phramrung0Anirut Luadsong1Nitima Aschariyaphotha2Department of Mathematics, Faculty of Science, King Mongkut’s University of Technology Thonburi (KMUTT)Department of Mathematics, Faculty of Science, King Mongkut’s University of Technology Thonburi (KMUTT)Ratchaburi Learning Park, King Mongkut’s University of Technology Thonburi (KMUTT)Abstract This paper deals with the model of fractional HIV-1 infection of CD4+T cells transformation with homogeneous Neumann boundary conditions. Numerical methods for solving fractional time differential equations are developed with Caputo’s definition. The forward difference methods were constructed applied to the approximation of the fractional time differential equation. The MLPG method is used to solve the problem of fractional HIV models for spatial discretization. Approximated solutions at the time level n use conventional iterative methods such as fixed point iterations to handle the nonlinear parts. An analysis of stability and convergence of numerical schemes is presented along with the eigenvalue of the matrix. The abilities of the developed formula was confirmed through four numerical examples base on convergence and accuracy of numerical results. The results of the numerical experiments were compared with the solution of the integer order differential equation to confirm the accuracy and efficiency of the proposed scheme. The simulation results show that the formula is easy to use and useful for those interested in fractional derivatives.http://link.springer.com/article/10.1186/s13662-019-2310-2Caputo fractional derivativeFractional order differential equationHIV modelMeshless local Petrov–Galerkin method |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kunwithree Phramrung Anirut Luadsong Nitima Aschariyaphotha |
spellingShingle |
Kunwithree Phramrung Anirut Luadsong Nitima Aschariyaphotha Numerical approximation of the fractional HIV model using the meshless local Petrov–Galerkin method Advances in Difference Equations Caputo fractional derivative Fractional order differential equation HIV model Meshless local Petrov–Galerkin method |
author_facet |
Kunwithree Phramrung Anirut Luadsong Nitima Aschariyaphotha |
author_sort |
Kunwithree Phramrung |
title |
Numerical approximation of the fractional HIV model using the meshless local Petrov–Galerkin method |
title_short |
Numerical approximation of the fractional HIV model using the meshless local Petrov–Galerkin method |
title_full |
Numerical approximation of the fractional HIV model using the meshless local Petrov–Galerkin method |
title_fullStr |
Numerical approximation of the fractional HIV model using the meshless local Petrov–Galerkin method |
title_full_unstemmed |
Numerical approximation of the fractional HIV model using the meshless local Petrov–Galerkin method |
title_sort |
numerical approximation of the fractional hiv model using the meshless local petrov–galerkin method |
publisher |
SpringerOpen |
series |
Advances in Difference Equations |
issn |
1687-1847 |
publishDate |
2019-09-01 |
description |
Abstract This paper deals with the model of fractional HIV-1 infection of CD4+T cells transformation with homogeneous Neumann boundary conditions. Numerical methods for solving fractional time differential equations are developed with Caputo’s definition. The forward difference methods were constructed applied to the approximation of the fractional time differential equation. The MLPG method is used to solve the problem of fractional HIV models for spatial discretization. Approximated solutions at the time level n use conventional iterative methods such as fixed point iterations to handle the nonlinear parts. An analysis of stability and convergence of numerical schemes is presented along with the eigenvalue of the matrix. The abilities of the developed formula was confirmed through four numerical examples base on convergence and accuracy of numerical results. The results of the numerical experiments were compared with the solution of the integer order differential equation to confirm the accuracy and efficiency of the proposed scheme. The simulation results show that the formula is easy to use and useful for those interested in fractional derivatives. |
topic |
Caputo fractional derivative Fractional order differential equation HIV model Meshless local Petrov–Galerkin method |
url |
http://link.springer.com/article/10.1186/s13662-019-2310-2 |
work_keys_str_mv |
AT kunwithreephramrung numericalapproximationofthefractionalhivmodelusingthemeshlesslocalpetrovgalerkinmethod AT anirutluadsong numericalapproximationofthefractionalhivmodelusingthemeshlesslocalpetrovgalerkinmethod AT nitimaaschariyaphotha numericalapproximationofthefractionalhivmodelusingthemeshlesslocalpetrovgalerkinmethod |
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1724564699857551360 |