CD4+T Hücrelerindeki HIV Enfeksiyonunun Yayılım Modelinin Chebyshev Operasyonel Matris Metodu ile bir Nümerik Uygulaması
Yıl 2023,
Cilt: 13 Sayı: 1&2, 59 - 73, 31.12.2023
Yalçın Öztürk
,
Ayşe Anapalı Şenel
,
Ceren Limoncu
,
Mustafa Gülsu
Öz
Bu çalışma, CD4+T hücrelerinde HIV virüsünün matematiksel yayılım modeli için yaklaşık çözümler elde etmeyi amaçlamaktadır. Nümerik çözümler Chebyshev polinomları ile operasyonel matris metodunun CD4+T hücrelerinde HIV virüsünün matematiksel yayılım modeline uygulanması ile elde edilecektir. Önerilen method modele ait nümerik çözümlerin bir Chebyshev serisi formunda yazılarak, Chebyhev serisi içindeki bilinmeyen katsayıları içeren lineer olmayan bir denklem sistemi inşa atmeyi amaçlar. Yöntemin doğruluğunu kontrol etmek için nümerik sonuçlar var olan nümerik yöntemlerle karşılaştırılmıştır.
Proje Numarası
22/139/05/1
Kaynakça
- Perelson, A.S., Modelling the interaction of the immune system with H.I.V., in: C. Castillo-Chavez (Ed.), Mathematical and Statistical Approaches to AIDS Epidemiology, Springer, Berlin, 1989.
- Perelson, A.S., Kirschner, D.E., De Boer, R., Dynamics of H.I.V. infection of CD4+ T- cells, Mathematical Biosciences, 114: 81, 1983.
- Zapata, H.D., Salazar C.A., Mayorga, E.M., Mathematical model describing HIV infection with time-delayed CD4 T-cell activation, Processes, 8(7), 782, 2020.
- Arafa, A.A.M., Rida, S.Z., Khalil, M., Fractional modeling dynamics of H.I.V. and CD4+ T-cells during primary infection, Nonlinear Biomed. Phys., 6(1), 1–7, 2012.
- Huo, H.F., Chen, R., Wang, X.Y., Modelling and stability of HIV/AIDS epidemic model with treatment, Appl. Mathe. Model. 40(13–14), 6550–6559, 2016.
- Wang, L., Li, M.Y., Mathematical analysis of the global dynamics of a model for H.I.V. infection of CD4+ T cells, Math. Biosci., 200(1), 44–57, 2006.
- lba-Pérez, J., Macías-Díaz, J.E., A finite-difference discretization preserving the structure of solutions of a diffusive model of type-1 human immunodeficiency virüs, Advances in Difference Equations, (1):1–19, 2021.
- Crandall, K.A., The Evolution of H.I.V., Johns Hopkins University Press, Baltimore, Maryland, 1999.
- Culshaw, R.V., Ruan, S., A delay-differential equation model of H.I.V. infection of CD4+ T-cells, Mathematical Biosciences, 165, 27–39, 2000.
- Wang, X., Song, X., Global stability and periodic solution of a model for H.I.V. infection of CD4+ T-cells, Appl. Math. Model., 189, 1331–1340, 2007.
- Ghoreishi, M., Ismail, A.I., Alomari, A.K., Application of the homotopy analysis method for solving a model for H.I.V. infection of CD4(+) T-cells, Math. Comp. Model., 54, 3007- 3015, 2011.
- Ongun, M.Y., The Laplace adomian decomposition method for solving a model for H.I.V. infection of CD4+T cells, Math. Comput. Model., 53(6), 597–603, 2011.
- Merdan, M., Gökdogan, A., Yıldırım, A., On the numerical solution of the model for H.I.V. infection of CD4+ T cells, Comput. Math. Appl. 62(1), 118-123, 2011.
- Yüzbaşı, Ş., A numerical approach to solve the model for H.I.V. Infection of CD4+T cells, Appl. Math. Model., 36(12), 2576-5890, 2012.
- Beler, A., Şimşek, G.Ö., Gümgüm, S., Numerical solutions of the HIV infection model of CD4+ cells by Laguerre wavelets, Math. Comp. Simulat., 209, 205-219, 2023.
- Mehregan, F.S., Assari, P., Dehghan, M., On the approximate solution of dynamic systems derived from the HIV infection of CD4+ T-cells using the LRBF-collocation scheme, Engin. Anal. Bound. Elem., 153, 39-50, 2023.
- Parand, K., Kalantari, Z., Delkhosh, D., Quasilinearization-Lagrangian method to solve the H.I.V. infection model of CD4+ T cells, SeMA J., 75(2), 271-283, 2007.
- Guerrero–Sánchez, Y., Umar, M., Sabir, Z., Juan, L.G., Raja, M.A.Z., Solving a class of biological HIV infection model of latently infected cells using heuristic approach, Discrete and Continuous Dynamical Systems - S, 14(10), 3611-3628, 2021.
- Yüzbaşı, Ş., Ismailov, N., A numerical method for the solutions of the H.I.V. infection model of CD4+ T-cells, Int. J. Biomath. 10(7), 1750098, 2017.
- Khan, H., Shah, R., Arif, M., Bushnaq, S., The Chebyshev wavelet method for the numerical solution of fractional H.I.V. infection of CD4+T cells model, Int. J. Appl. Comput. Math., 6, 34, 2020.
- Merdan, M., Homotopy perturbation method for solving a model for hiv infection of CD4+ T-cells, Istanbul Commerce University Journal of Science, 12, 39–52, 2007.
- Ali, N., Ahmad, S., Aziz, S., Zaman, G., The Adomian decomposition method for solving HIV infection model of latently infected cells, Matrix Science Mathematic, 3, 5-8, 2019.
- N. Doğan, Numerical treatment of the model for H.I.V. infection of CD4+T-cells by using multistep Laplace Adomian decomposition method, Discrete Dyna. Mature Soci., 976352, 2012.
- Khalid, M., Sultana, M., Zaidi, F., Khan, F.S., A numerical solution of a model for H.I.V. infection CD4+ T-cell, Inter. J. Inno. Scie. Rese., 16(1), 79-85, 2015.
- Gandomani, M.R., Kajani, M.T., Numerical solution of a fractional order model of H.I.V. infection of CD4+T cells using Müntz-Legendre polynomials, Int. J. Bioa., 20(2), 193-204 2016.
- Ullah, R., Ellahi, R., Said M.S., Din, S.T., On the fractional-order model of HIV infection of CD4+ T*cells under the influence of antiviral drug treatment, Journal of Taibah University for Science, 1, 50-59, 2020.
- Deniz, S., Semi-analytical approach for solving a model for HIV infection of CD4+ T-cells, TWMS J. Appl. And Eng. Math. 1,273-281, 2021.
- Kumbinarasaiah, S., Manohara, G., Modified Bernoulli wavelets functional matrix approach for the HIV infection of CD4+ cells model, Results in Control Optim., 10, 100197, 2023.
- Attaullah, A., Muhammad, S., Mathematical modeling and numerical simulation of HIV infection model, Results in Control Optim., 7, 100118, 2022.
- Mason, J.C., Handscomb, D.C., Chebyshev polynomials, Chapman and Hall/C.R.C., New York, 2003.
- Body, J.P., Chebyshev and fourier spectral methods, University of Michigan, New York, 2000.
- Epperson, J.F., An Introduction to numerical methods and analysis, Second Edition, Jhon Wiley & Sons, New Jersey, 2013.
- Öztürk, Y., Gülsu, M., An operational matrix method to solve linear Fredholm- Volterra integro-differential equations with piecewise intervals, Math. Scie. 15, 189-197, 2021.
- Öztürk, Y., Gülsu, M., An operational matrix method for solving Lane-Emden equations arising in astrophysics, Mathematical Methods in Applied Sciences 37, 2227-2235, 2014.
- Öztürk, Y., An efficient numerical algorithm for solving system of Lane-Emden type equations arising in engineering, Nonlinear Engineering 8, 429-439, 2019.
- Baleanu, D., Shiri, B., Srivasta H.M., Qurashi, A Chebyshev spectral method based on operational matrix for fractional differential equations involving non-singular Mittag-Leffler kernel, Advances in Difference Equations, 353, 2017.
- Doha, E. H., Bhrawy, A. H., Ezz-Eldien, S. S., A Chebyshev spectral method based on operational matrix for initial and boundary value problems of fractional order, Computers & Mathematics with Applications, 62(5), 2364–2373, 2011.
- Raslan, K.R., Ali, K.K., Mohammed, E:M:, Younis, J.A., Elsalam, M.A., An operational matrix technique based on Chebyshev polynomias for solving mixed Volterra- Fredholm delay integro differential equations of variable-order, Advan. Frac. Func. Anal., 6203440, 2023.
A Numerical Application of the Chebyshev Operational Matrix Method for HIV Infection of CD4+T-cells
Yıl 2023,
Cilt: 13 Sayı: 1&2, 59 - 73, 31.12.2023
Yalçın Öztürk
,
Ayşe Anapalı Şenel
,
Ceren Limoncu
,
Mustafa Gülsu
Öz
In this research study, we aim to approximate a solution for the mathematical model of the Human Immunodeficiency Virus (HIV) infection of CD4+T-cells. An operational matrix method based on Chebyshev orthogonal polynomials has been adapted to obtain numerical solutions for the model of HIV infection of CD4+T-cells. The proposed numerical scheme is built on a system of a nonlinear algebraic equation, including coefficients of a finite Chebyshev series that represent the approximate solutions of the model. Results are compared to existing methods to verify the accuracy of the numerical scheme.
Destekleyen Kurum
Muğla Sıtkı Kocman University Research Projects Coordination Office
Proje Numarası
22/139/05/1
Teşekkür
Muğla Sıtkı Kocman University Research Projects Coordination Office has granted this paper. Project Grant Number 22/139/05/1 and title “Extending the Operational Matrix Method to Nonlinear System Models.”
Kaynakça
- Perelson, A.S., Modelling the interaction of the immune system with H.I.V., in: C. Castillo-Chavez (Ed.), Mathematical and Statistical Approaches to AIDS Epidemiology, Springer, Berlin, 1989.
- Perelson, A.S., Kirschner, D.E., De Boer, R., Dynamics of H.I.V. infection of CD4+ T- cells, Mathematical Biosciences, 114: 81, 1983.
- Zapata, H.D., Salazar C.A., Mayorga, E.M., Mathematical model describing HIV infection with time-delayed CD4 T-cell activation, Processes, 8(7), 782, 2020.
- Arafa, A.A.M., Rida, S.Z., Khalil, M., Fractional modeling dynamics of H.I.V. and CD4+ T-cells during primary infection, Nonlinear Biomed. Phys., 6(1), 1–7, 2012.
- Huo, H.F., Chen, R., Wang, X.Y., Modelling and stability of HIV/AIDS epidemic model with treatment, Appl. Mathe. Model. 40(13–14), 6550–6559, 2016.
- Wang, L., Li, M.Y., Mathematical analysis of the global dynamics of a model for H.I.V. infection of CD4+ T cells, Math. Biosci., 200(1), 44–57, 2006.
- lba-Pérez, J., Macías-Díaz, J.E., A finite-difference discretization preserving the structure of solutions of a diffusive model of type-1 human immunodeficiency virüs, Advances in Difference Equations, (1):1–19, 2021.
- Crandall, K.A., The Evolution of H.I.V., Johns Hopkins University Press, Baltimore, Maryland, 1999.
- Culshaw, R.V., Ruan, S., A delay-differential equation model of H.I.V. infection of CD4+ T-cells, Mathematical Biosciences, 165, 27–39, 2000.
- Wang, X., Song, X., Global stability and periodic solution of a model for H.I.V. infection of CD4+ T-cells, Appl. Math. Model., 189, 1331–1340, 2007.
- Ghoreishi, M., Ismail, A.I., Alomari, A.K., Application of the homotopy analysis method for solving a model for H.I.V. infection of CD4(+) T-cells, Math. Comp. Model., 54, 3007- 3015, 2011.
- Ongun, M.Y., The Laplace adomian decomposition method for solving a model for H.I.V. infection of CD4+T cells, Math. Comput. Model., 53(6), 597–603, 2011.
- Merdan, M., Gökdogan, A., Yıldırım, A., On the numerical solution of the model for H.I.V. infection of CD4+ T cells, Comput. Math. Appl. 62(1), 118-123, 2011.
- Yüzbaşı, Ş., A numerical approach to solve the model for H.I.V. Infection of CD4+T cells, Appl. Math. Model., 36(12), 2576-5890, 2012.
- Beler, A., Şimşek, G.Ö., Gümgüm, S., Numerical solutions of the HIV infection model of CD4+ cells by Laguerre wavelets, Math. Comp. Simulat., 209, 205-219, 2023.
- Mehregan, F.S., Assari, P., Dehghan, M., On the approximate solution of dynamic systems derived from the HIV infection of CD4+ T-cells using the LRBF-collocation scheme, Engin. Anal. Bound. Elem., 153, 39-50, 2023.
- Parand, K., Kalantari, Z., Delkhosh, D., Quasilinearization-Lagrangian method to solve the H.I.V. infection model of CD4+ T cells, SeMA J., 75(2), 271-283, 2007.
- Guerrero–Sánchez, Y., Umar, M., Sabir, Z., Juan, L.G., Raja, M.A.Z., Solving a class of biological HIV infection model of latently infected cells using heuristic approach, Discrete and Continuous Dynamical Systems - S, 14(10), 3611-3628, 2021.
- Yüzbaşı, Ş., Ismailov, N., A numerical method for the solutions of the H.I.V. infection model of CD4+ T-cells, Int. J. Biomath. 10(7), 1750098, 2017.
- Khan, H., Shah, R., Arif, M., Bushnaq, S., The Chebyshev wavelet method for the numerical solution of fractional H.I.V. infection of CD4+T cells model, Int. J. Appl. Comput. Math., 6, 34, 2020.
- Merdan, M., Homotopy perturbation method for solving a model for hiv infection of CD4+ T-cells, Istanbul Commerce University Journal of Science, 12, 39–52, 2007.
- Ali, N., Ahmad, S., Aziz, S., Zaman, G., The Adomian decomposition method for solving HIV infection model of latently infected cells, Matrix Science Mathematic, 3, 5-8, 2019.
- N. Doğan, Numerical treatment of the model for H.I.V. infection of CD4+T-cells by using multistep Laplace Adomian decomposition method, Discrete Dyna. Mature Soci., 976352, 2012.
- Khalid, M., Sultana, M., Zaidi, F., Khan, F.S., A numerical solution of a model for H.I.V. infection CD4+ T-cell, Inter. J. Inno. Scie. Rese., 16(1), 79-85, 2015.
- Gandomani, M.R., Kajani, M.T., Numerical solution of a fractional order model of H.I.V. infection of CD4+T cells using Müntz-Legendre polynomials, Int. J. Bioa., 20(2), 193-204 2016.
- Ullah, R., Ellahi, R., Said M.S., Din, S.T., On the fractional-order model of HIV infection of CD4+ T*cells under the influence of antiviral drug treatment, Journal of Taibah University for Science, 1, 50-59, 2020.
- Deniz, S., Semi-analytical approach for solving a model for HIV infection of CD4+ T-cells, TWMS J. Appl. And Eng. Math. 1,273-281, 2021.
- Kumbinarasaiah, S., Manohara, G., Modified Bernoulli wavelets functional matrix approach for the HIV infection of CD4+ cells model, Results in Control Optim., 10, 100197, 2023.
- Attaullah, A., Muhammad, S., Mathematical modeling and numerical simulation of HIV infection model, Results in Control Optim., 7, 100118, 2022.
- Mason, J.C., Handscomb, D.C., Chebyshev polynomials, Chapman and Hall/C.R.C., New York, 2003.
- Body, J.P., Chebyshev and fourier spectral methods, University of Michigan, New York, 2000.
- Epperson, J.F., An Introduction to numerical methods and analysis, Second Edition, Jhon Wiley & Sons, New Jersey, 2013.
- Öztürk, Y., Gülsu, M., An operational matrix method to solve linear Fredholm- Volterra integro-differential equations with piecewise intervals, Math. Scie. 15, 189-197, 2021.
- Öztürk, Y., Gülsu, M., An operational matrix method for solving Lane-Emden equations arising in astrophysics, Mathematical Methods in Applied Sciences 37, 2227-2235, 2014.
- Öztürk, Y., An efficient numerical algorithm for solving system of Lane-Emden type equations arising in engineering, Nonlinear Engineering 8, 429-439, 2019.
- Baleanu, D., Shiri, B., Srivasta H.M., Qurashi, A Chebyshev spectral method based on operational matrix for fractional differential equations involving non-singular Mittag-Leffler kernel, Advances in Difference Equations, 353, 2017.
- Doha, E. H., Bhrawy, A. H., Ezz-Eldien, S. S., A Chebyshev spectral method based on operational matrix for initial and boundary value problems of fractional order, Computers & Mathematics with Applications, 62(5), 2364–2373, 2011.
- Raslan, K.R., Ali, K.K., Mohammed, E:M:, Younis, J.A., Elsalam, M.A., An operational matrix technique based on Chebyshev polynomias for solving mixed Volterra- Fredholm delay integro differential equations of variable-order, Advan. Frac. Func. Anal., 6203440, 2023.