M. Yu. Khristichenko’s research while affiliated with Russian Academy of Sciences and other places

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Publications (13)


Computation and analysis of optimal disturbances of periodic solution of the hepatitis B dynamics model
  • Article

October 2024

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8 Reads

Russian Journal of Numerical Analysis and Mathematical Modelling

Michael Yu. Khristichenko

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Ilya V. Mironov

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[...]

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Gennady A. Bocharov

Optimal disturbances of the periodic solution of the hepatitis B dynamics model corresponding to the chronic recurrent form of the disease are found. The dependence of the optimal disturbance on the phase of periodic solution is analyzed. Four phases of the solution are considered, they correspond to clinically different periods of development of the immune response and severity of the disease, namely, activation of antiviral immune reactions, attenuation of reactions, peak and minimum viral load. The possibility of using optimal disturbances to exit the domain of attraction of the considered periodic solution using minimal impact is studied. The components of disturbances that may underlie the phenomenon of spontaneous recovery from chronic hepatitis B observed in clinical practice are identified.


Numerical Analysis of Stationary Solutions of Systems with Delayed Argument in Mathematical Immunology
  • Article
  • Publisher preview available

July 2024

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12 Reads

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1 Citation

Journal of Mathematical Sciences

This work is devoted to the technology developed by the authors that allows one for fixed values of parameters and tracing by parameters to calculate stationary solutions of systems with delay and analyze their stability. We discuss the results of applying this technology to the Marchuk–Petrov antiviral immune response model with parameter values corresponding to hepatitis B infection. The presence of bistability and hysteresis properties in this model is shown for the first time.

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Computation and analysis of optimal disturbances of stationary solutions of the hepatitis B dynamics model

April 2024

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9 Reads

Russian Journal of Numerical Analysis and Mathematical Modelling

Optimal disturbances of a number of typical stationary solutions of the hepatitis B virus infection dynamics model have been found. Specifically optimal disturbances have been found for stationary solutions corresponding to various forms of the chronic course of the disease, including those corresponding to the regime of low-level virus persistence. The influence of small optimal disturbances of individual groups of variables on the stationary solution is studied. The possibility of transition from stable stationary solutions corresponding to chronic forms of hepatitis B to stable stationary solutions corresponding to the state of functional recovery or a healthy organism using optimal disturbances is studied. Optimal disturbances in this study were constructed on the basis of generalized therapeutic drugs characterized by one-compartment and two-compartment pharmacokinetics.


Dependence of optimal disturbances on periodic solution phases for time-delay systems

April 2023

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12 Reads

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1 Citation

Russian Journal of Numerical Analysis and Mathematical Modelling

The paper is focused on the dependence of optimal disturbances of stable periodic solutions of time-delay systems on phases of such solutions. The results of numerical experiments with the well-known model of the dynamics of infection caused by lymphocytic choriomeningitis virus are presented and discussed. A new more efficient method for computing the optimal disturbances of periodic solutions is proposed and used.


Numerical analysis of stationary solutions of systems with delayed argument in mathematical immunology

December 2022

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31 Reads

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3 Citations

Contemporary Mathematics Fundamental Directions

This work is devoted to the technology developed by the authors that allows one for fixed values of parameters and tracing by parameters to calculate stationary solutions of systems with delay and analyze their stability. We discuss the results of applying this technology to Marchuk-Petrov's antiviral immune response model with parameter values corresponding to hepatitis B infection. The presence of bistability and hysteresis properties in this model is shown for the first time.


Optimal disturbances for periodic solutions of time-delay differential equations

August 2022

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6 Reads

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3 Citations

Russian Journal of Numerical Analysis and Mathematical Modelling

A concept of optimal disturbances of periodic solutions for a system of time-delay differential equations is defined. An algorithm for computing the optimal disturbances is proposed and justified. This algorithm is tested on the known system of four nonlinear time-delay differential equations modelling the dynamics of the experimental infection caused by the lymphocytic choriomeningitis virus. The results of numerical experiments are discussed.


Modelling chronic hepatitis B using the Marchuk-Petrov model

November 2021

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63 Reads

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6 Citations

Journal of Physics Conference Series

Systems of time-delay differential equations are widely used to study the dynamics of infectious diseases and immune responses. The Marchuk-Petrov model is one of them. Stable non-trivial steady states and stable periodic solutions to this model can be interpreted as chronic viral diseases. In this work we briefly describe our technology developed for computing steady and periodic solutions of time-delay systems and present and discuss the results of computing periodic solutions for the Marchuk-Petrov model with parameter values corresponding to the hepatitis B infection.


Computation of periodic solutions to models of infectious disease dynamics and immune response

April 2021

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20 Reads

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7 Citations

Russian Journal of Numerical Analysis and Mathematical Modelling

The paper is focused on computation of stable periodic solutions to systems of delay differential equations modelling the dynamics of infectious diseases and immune response. The method proposed here is described by an example of the well-known model of dynamics of experimental infection caused by lymphocytic choriomeningitis viruses. It includes the relaxation method for forming an approximate periodic solution, a method for estimating the approximate period of this solution based on the Fourier series expansion, and a Newton-type method for refining the approximate period and periodic solution. The results of numerical experiments are presented and discussed. The proposed method is compared to known ones.


Optimal Perturbations of Systems with Delayed Independent Variables for Control of Dynamics of Infectious Diseases Based on Multicomponent Actions

March 2021

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31 Reads

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7 Citations

Journal of Mathematical Sciences

In this paper, we apply optimal perturbations to control mathematical models of infectious diseases expressed as systems of nonlinear differential equations with delayed independent variables. We develop the method for calculation of perturbations of the initial state of a dynamical system with delayed independent variable producing maximal amplification in the given local norm taking into account weights of perturbation components. For the model of experimental virus infection, we construct optimal perturbation for two types of stationary states, with low or high viral load, corresponding to different variants of chronic virus infection flow.


Computation of Optimal Disturbances for Delay Systems

May 2019

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11 Reads

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5 Citations

Computational Mathematics and Mathematical Physics

Novel fast algorithms for computing the maximum amplification of the norm of solution and optimal disturbances for delay systems are proposed and justified. The proposed algorithms are tested on a system of four nonlinear delay differential equations providing a model for the experimental infection caused by the lymphocytic choriomeningitis virus (LCMV). Numerical results are discussed.


Citations (6)


... This implies the existence of up to four nontrivial equilibria and, thus, the presence of multistability in the space of the model. We conducted a preliminary investigation of the existence of stationary solutions in the Marchuk-Petrov model in papers [11,18]. The main goal of the following research is to develop the methods of calculating the numerical solution of the systems of nonlinear algebraic equations corresponding to the equilibrium positions of the model and analyzing their local stability. ...

Reference:

Numerical Analysis of Stationary Solutions of Systems with Delayed Argument in Mathematical Immunology
Modelling chronic hepatitis B using the Marchuk-Petrov model

Journal of Physics Conference Series

... and detected the regions in the space of model parameters in which these properties occur. The presence of bistability allows us to find various approaches to the treatment of adverse variants of chronic hepatitis B, in particular, to transfer the system to a state with a lower viral load based on the optimal perturbation method we introduced previously, see [4,5]. At the same time, the chronic course of viral hepatitis B can have oscillating dynamics. ...

Optimal Perturbations of Systems with Delayed Independent Variables for Control of Dynamics of Infectious Diseases Based on Multicomponent Actions

Journal of Mathematical Sciences

... Understanding it is most important for elaboration of an optimal treatment strategy of the offset system dynamics. Indeed, a bistable dynamical system can be transferred to a favourable steady state using the optimal disturbance approach as outlined in [5,6,7]. In the situation of monostability, the transfer of the system away from unwanted steady state requires the implementation of control taking the system to a neighborhood of a given trajectory (e.g., feedback stabilization, extremal shift or the optimal programme (open loop) control [8]). ...

Optimal Perturbations of Systems with Delayed Argument for Control of Dynamics of Infectious Diseases Based on Multicomponent Actions
  • Citing Article
  • December 2017

Contemporary Mathematics Fundamental Directions

... The presence of bi-or multistability indicates that by perturbing a certain trajectory of the system in the phase space, the transfer of the infectious disease to a more favorable regime can be accomplished. Both classical optimal control methods (Hadjiandreou et al., 2009;Bocharov et al., 2015) and our previously proposed methods based on optimal disturbances (Nechepurenko, Khristichenko, 2019;) exist as tools for constructing an appropriate control. Furthermore, there could be a case when a change in the kinetic parameters of biological and physiological processes is required to move the system into the region of bi-or multistability. ...

Computation of Optimal Disturbances for Delay Systems
  • Citing Article
  • May 2019

Computational Mathematics and Mathematical Physics

... and detected the regions in the space of model parameters in which these properties occur. The presence of bistability allows us to find various approaches to the treatment of adverse variants of chronic hepatitis B, in particular, to transfer the system to a state with a lower viral load based on the optimal perturbation method we introduced previously, see [4,5]. At the same time, the chronic course of viral hepatitis B can have oscillating dynamics. ...

Optimal Disturbances of Bistable Time-Delay Systems Modeling Virus Infections
  • Citing Article
  • July 2018

Doklady Mathematics

... In [6], we constructed perturbations of the initial state of the dynamical system with delays, using the so-called optimal perturbations providing the greatest possible amplification of the perturbation with respect to a given norm; for mathematical immunology problems, such an approach was not implemented earlier. This approach is based on methods of aerodynamic stability theory generalized for systems with delays. ...

Maximum response perturbation-based control of virus infection model with time-delays
  • Citing Article
  • October 2017

Russian Journal of Numerical Analysis and Mathematical Modelling