Cybernetics And Systems Analysis logo
Editorial Board Announcements Abstracts Authors Archive
Cybernetics And Systems Analysis
International Theoretical Science Journal
-->

UDC 519.6
S.V. Baranovsky1, A.Ya. Bomba2


1 Institute of Automatics, Cybernetics, and Computer Engineering of the National University of Water and Environmental Engineering, Rivne, Ukraine

svbaranovsky@gmail.com

2 Institute of Automatics, Cybernetics, and Computer Engineering of the National University of Water and Environmental Engineering, Rivne, Ukraine

abomba@ukr.net

GENERALIZATION OF THE INFECTIOUS DISEASE MODEL TO ACCOUNT FOR SORPTION
THERAPY IN CONDITIONS OF DIFFUSION DISORDERS

Abstract. A mathematical model of the dynamics of a viral infection under the conditions of adsorption therapy, taking into account diffusion perturbations, was formed by generalizing the basic model of an infectious disease using the ideas of modeling adsorption mass transfer processes and perturbation theory. Based on the synthesis of a step-by-step procedure, asymptotic and numerical methods, a computing technology is proposed that provides a stepwise approximation of the solution of a model singularly perturbed problem with a delay as a perturbation of the solution of the corresponding degenerate problem without a delay. The results of the computer modeling illustrate the predictive contribution of the adsorption therapy to the process of neutralization of viral elements in the body. It is noted that the efficiency of the adsorbents will be determined, in particular, by the time of their introduction, which is important to consider when making a decision on the use of appropriate additional therapy in the treatment program.

Keywords: infectious disease model, sorption therapy, dynamic systems with delay, asymptotic methods, singularly perturbed problems, concentrated influences.


full text

REFERENCES

  1. Marchuk G.I. Mathematical models of immune response in infectious diseases. Dordrecht: Kluwer Press, 1997. 350 p. doi.org/10.1007/978-94-015-8798-3 .

  2. Bomba A., Baranovsky S., Pasichnyk M., Pryshchepa O. Modelling of the infectious disease process with taking into account of small-scale spatially distributed influences. IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT), Zbarazh, Ukraine, 2020. Vol. 2. Р. 62–65. doi.org/10.1109/CSIT49958.2020.9322047 .

  3. Bomba A., Baranovsky S., Blavatska O., Bachyshyna L. Infectious disease model generalization based on diffuse perturbations under conditions of body’s temperature reaction. Computers in Biology and Medicine. 2022. Vol. 146, 105561. doi.org/10.1016/j.compbiomed.2022.105561.

  4. Bomba А., Baranovskii S., Pasichnyk M., Malash K. Modeling of infectious disease dynamics under the conditions of spatial perturbations and taking into account impulse effects. Proc. of the 3rd International Conference on Informatics & Data-Driven Medicine (IDDM 2020). Vxj, Sweden, November 19–21, 2020. Р. 119–128.

  5. Baranovsky S.V., Bomba A.Ya., Lyashko S.I. Generalization of the antiviral immune response model for complex consideration of diffusion perturbations, body temperature response, and logistic antigen population dynamics. Cybernetics and Systems Analysis. 2022. Vol. 58, N 4. P. 576–592. doi.org/10.1007/s10559-022-00491-w .

  6. Lototska S.V. Justification of the use of enterosorbents in the treatment of endogenous intoxication syndrome in various diseases (literature review). Bukovyna Medical Herald. 2015. Vol. 19, N 1 (73). P. 222–226.

  7. Petryk M., Leclerc S., Canet D., Fraissard J. Mathematical modeling and visualization of gas transport in a zeolite bed using a slice selection procedure. Diffusion Fundamentals. 2007. Vol. 4. P. 1–23.

  8. Petryk M.R., Khimich A., Petryk M.M., Fraissard J. Experimental and computer simulation studies of dehydration on microporous adsorbent of natural gas used as motor fuel. Fuel. 2019. Vol. 239. P. 1324–1330. doi.org/10.1016/j.fuel.2018.10.134.

  9. Bomba A.Ya., Prysiazhnyuk I.M., Prysiazhnyuk O.V. An asymptotic method for solving one class of model singularly perturbed problems of the mass transfer process in heterogeneous media. Dopovidi NAN Ukrayiny. 2013. N 3. P. 28–34.

  10. Bomba A., Klymiuk Yu., Prysiazhniuk I., Prysiazhniuk O., Safonyk A. Mathematical modeling of wastewater treatment from multicomponent pollution by through microporous filling. AIP Conference Proceedings. 2016. Vol. 1773, N 1. doi.org/10.1063/1.4964966.

  11. Vasil’eva A.B, Butuzov V.F., Nefedov N.N. Singularly perturbed problems with boundary and internal layers. Proc. Steklov Inst. Math. 2010. Vol. 268. P. 258–273. doi.org/10.1134/S0081543810010189.

  12. Malachivskyy P.S., Melnychok L.S., Pizyur Yа.V. Chebyshev approximation of multivariable functions by the exponential expression. Cybernetics and Systems Analysis. 2021. Vol. 57, N 3. Р. 429–435. doi.org/10.1007/s10559-021-00367-5 .

  13. Malachivskyy P.S., Pizyur Ya.V., Danchak N.V., Orazov E.B. Chebyshev approximation by exponential-power expression. Cybernetics and Systems Analysis. 2013. Vol. 49, N 6. P. 877–881. "target=_blank> doi.org/10.1007/s10559-013-9577-1 .

  14. Bulavatsky V.M. Some boundary-value problems of filtration dynamics corresponding to models of fractional diffusion of distributed order. Cybernetics and Systems Analysis. 2022. Vol. 58, N 1. P. 65–76. doi.org/10.1007/s10559-022-00436-3.

  15. Bulavatsky V.M., Bohaienko V.O. Boundary-value problems for space-time fractional differential filtration dynamics in fractured-porous media. Cybernetics and Systems Analysis. 2022. Vol. 58, N 3. P. 358–371. doi.org/10.1007/s10559-022-00468-9 .

  16. Zadiraka V.K. Using reserves of computing optimization to solve complex problems. Cybernetics and Systems Analysis. 2019. Vol. 55, N 1. P. 40–54. doi.org/10.1007/ s10559-019-00111-0.

  17. Chernukha O., Chuchvara A. Modeling of the flows of admixtures in a random layered strip with probable arrangement of inclusions near the boundaries of the body. Journal of Mathematical Sciences. 2019. Vol. 238, N 2. P. 116–128. doi.org/10.1007/s10958-019-04222-z .

  18. Chaplya Y., Chernukha O., Bilushchak Y. Mathematical modeling of the averaged concentration field in random stratified structures with regard for jumps of an unknown function on interfaces. Journal of Mathematical Sciences. 2018. Vol. 225, N 1. P. 62–74.




© 2023 Kibernetika.org. All rights reserved.