Разработка методики компьютерного проектирования стохастических моделей систем методом вычислительного эксперимента

项目来源

俄罗斯基础研究基金(RFBR)

项目主持人

Севастьянов ЛеонидАнтонович

项目受资助机构

未公开

立项年度

2015

立项时间

未公开

项目编号

15-07-08795

项目级别

国家级

研究期限

未知 / 未知

受资助金额

未知

学科

未公开

学科代码

未公开

基金类别

(а)(а) конкурс проектов фундаментальных научных исследований

关键词

未公开

参与者

未公开

参与机构

未公开

项目标书摘要:Аннотация к заявке: Разработка универсальной методики построения стохастических моделей, реализуемых одношаговым марковским процесса. Проведение качественного и численного анализа исследуемой модели. Построение и изучение многомерных моделей популяционной динамики на основе перехода от детерминированного случая к нечеткому и стохастическому случаям. Качественное исследование построенных моделей с учетом анализа различных типов устойчивости. Получение условий устойчивости на основе метода функций Ляпунова и принципа редукции. Реализация методики построения соответствующих стохастических моделей и анализ моделей с помощью качественных методов и с помощью проведения вычислительного эксперимента.

  • 排序方式:
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  • 1.Regularized computation of oscillatory integrals with stationary points

    • 关键词:
    • Regularization; Integration of rapidly oscillating functions; Levincollocation method; Chebyshev differentiation matrix; Ill conditionedmatrices; Stable methods for solving systems of linear algebraicequations;QUADRATURE
    • Lovetskiy, K. P.;Sevastianov, L. A.;Kulyabov, D. S.;Nikolaev, N. E.
    • 《JOURNAL OF COMPUTATIONAL SCIENCE》
    • 2018年
    • 26卷
    • 期刊

    Ability to calculate integrals of rapidly oscillating functions is crucial for solving many problems in optics, electrodynamics, quantum mechanics, nuclear physics, and many other areas. The article considers the method of computing oscillatory integrals using the transition to the numerical solution of the system of ordinary differential equations. Using the Levin's collocation method, we reduce the problem to solving a system of linear algebraic equations.In the case where the phase function has stationary points (its derivative vanishes on the interval of integration), the solution of the corresponding system becomes an ill-posed task. The regularized algorithm presented in the article describes the stable method of integration of rapidly oscillating functions at the presence of stationary points. Performance and high accuracy of the algorithms are illustrated by various examples. (C) 2018 Published by Elsevier B.V.

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  • 2.Regularized computation of oscillatory integrals with stationary points

    • 关键词:
    • Regularization; Integration of rapidly oscillating functions; Levincollocation method; Chebyshev differentiation matrix; Ill conditionedmatrices; Stable methods for solving systems of linear algebraicequations;QUADRATURE
    • Lovetskiy, K. P.;Sevastianov, L. A.;Kulyabov, D. S.;Nikolaev, N. E.
    • 《JOURNAL OF COMPUTATIONAL SCIENCE》
    • 2018年
    • 26卷
    • 期刊

    Ability to calculate integrals of rapidly oscillating functions is crucial for solving many problems in optics, electrodynamics, quantum mechanics, nuclear physics, and many other areas. The article considers the method of computing oscillatory integrals using the transition to the numerical solution of the system of ordinary differential equations. Using the Levin's collocation method, we reduce the problem to solving a system of linear algebraic equations.In the case where the phase function has stationary points (its derivative vanishes on the interval of integration), the solution of the corresponding system becomes an ill-posed task. The regularized algorithm presented in the article describes the stable method of integration of rapidly oscillating functions at the presence of stationary points. Performance and high accuracy of the algorithms are illustrated by various examples. (C) 2018 Published by Elsevier B.V.

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  • 3.Implementing a Method for Stochastization of One-Step Processes in a Computer Algebra System

    • Gevorkyan, M. N.;Demidova, A. V.;Velieva, T. R.;Korol'kova, A. V.;Kulyabov, D. S.;Sevast'yanov, L. A.
    • 《PROGRAMMING AND COMPUTER SOFTWARE》
    • 2018年
    • 44卷
    • 2期
    • 期刊

    When modeling such phenomena as population dynamics, controllable flows, etc., a problem arises of adapting the existing models to a phenomenon under study. For this purpose, we propose to derive new models from the first principles by stochastization of one-step processes. Research can be represented as an iterative process that consists in obtaining a model and its further refinement. The number of such iterations can be extremely large. This work is aimed at software implementation (by means of computer algebra) of a method for stochastization of one-step processes. As a basis of the software implementation, we use the SymPy computer algebra system. Based on a developed algorithm, we derive stochastic differential equations and their interaction schemes. The operation of the program is demonstrated on the Verhulst and Lotka-Volterra models.

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  • 4.On the representation of electromagnetic fields in closed waveguides using four scalar potentials

    • 关键词:
    • Waveguide; Maxwell's equations; normal modes; partial radiationconditions; Galerkin method; Kantorovich method; Sage; Sagemath;COUPLED-MODE THEORY; OPTICAL-FIBERS; PROPAGATION; SIMULATION; EQUATIONS;EFFICIENT; HORNS
    • Malykh, M. D.;Sevastianov, L. A.;Tiutiunnik, A. A.;Nikolaev, N. E.
    • 《JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS》
    • 2018年
    • 32卷
    • 7期
    • 期刊

    The investigation of the electromagnetic field in a regular waveguide filled with a homogeneous substance reduces to the study of two independent boundary value problems for the Helmholtz equation. In the case of a waveguide filled with an inhomogeneous substance, a relationship arises between the modes of these two problems, which in numerical experiments can not always be fully taken into account. In this paper, we will show how to rewrite the Helmholtz equations in the Hamiltonian form to express this connection explicitly. In this case, the problem of finding monochromatic waves in a waveguide with arbitrary filling will be reduced to an infinite system of ordinary differential equations in a properly constructed Hilbert space. The results of numerical experiments on finding normal waves, realized in the computer algebra system Sage, are presented.

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  • 5.The Automation of Stochastization Algorithm with Use of SymPy Computer Algebra Library

    • Demidova, Anastasya;Gevorkyan, Migran;Kulyabov, Dmitry;Korolkova, Anna;Sevastianov, Leonid
    • 《MATHEMATICAL MODELING AND COMPUTATIONAL PHYSICS 2017 》
    • 2018年
    • 173卷
    • 期刊

    SymPy computer algebra library is used for automatic generation of ordinary and stochastic systems of differential equations from the schemes of kinetic interaction. Schemes of this type are used not only in chemical kinetics but also in biological, ecological and technical models. This paper describes the automatic generation algorithm with an emphasis on application details.

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  • 6.Algorithm for lens calculations in the geometrized Maxwell theory

    • 关键词:
    • OPTICS
    • Kulyabov, Dmitry S.;Korolkova, Anna V.;Sevastianov, Leonid A.;Gevorkyan, Migran N.;Demidova, Anastasia V.
    • 《SARATOV FALL MEETING 2017: LASER PHYSICS AND PHOTONICS XVIII; AND COMPUTATIONAL BIOPHYSICS AND ANALYSIS OF BIOMEDICAL DATA IV》
    • 2018年
    • 10717卷
    • 期刊

    Nowadays the geometric approach in optics is often used to find out media parameters based on propagation paths of the rays because in this case it is a direct problem. However inverse problem in the framework of geometrized optics is usually not given attention. The aim of this work is to demonstrate the work of the proposed the algorithm in the framework of geometrized approach to optics for solving the problem of finding the propagation path of the electromagnetic radiation depending on environmental parameters. The methods of differential geometry are used for effective metrics construction for isotropic and anisotropic media. For effective metric space ray trajectories are obtained in the form of geodesic curves. The introduced algorithm is applied to well-known objects - Maxwell and Luneburg lenses. The similarity of results obtained by classical and geometric approach is demonstrated.

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  • 7.The Methodology of Studying of Active Traffic Management Module Self-oscillation Regime

    • 关键词:
    • NETWORK
    • Kulyabov, Dmitry S.;Korolkova, Anna V.;Velieva, Tatyana R.;Eferina, Ekaterina G.;Sevastianov, Leonid A.
    • 《ADVANCES IN DEPENDABILITY ENGINEERING OF COMPLEX SYSTEMS》
    • 2018年
    • 582卷
    • 期刊

    Self-oscillating modes in computer networks control systems quite negatively affect the characteristics of these networks. The problem of finding the areas of self-oscillations is actual and important as the study of parameters of self-oscillations. Due to the significant nonlinearity of control characteristics, the study of the oscillatory modes presents certain difficulties. This paper describes the technique of research of self-oscillating modes on the basis of the control theory. This material is rather methodical than exploratory one.

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  • 8.Modelica-based TCP simulation

    • Velieva, T. R.;Eferina, E. G.;Korolkova, A. V.;Kulyabov, D. S.;Sevastianov, L. A.
    • 《V INTERNATIONAL CONFERENCE ON PROBLEMS OF MATHEMATICAL AND THEORETICAL PHYSICS AND MATHEMATICAL MODELLING》
    • 2017年
    • 788卷
    • 期刊

    For the study and verification of our mathematical model of telecommunication systems a discrete simulation model and a continuous analytical model were developed. However, for various reasons, these implementations are not entirely satisfactory. It is necessary to develop a more adequate simulation model, possibly using a different modeling paradigm. In order to modeling of the TCP source it is proposed to use a hybrid (continuous-discrete) approach. For computer implementation of the model the physical modeling language Modelica is used. The hybrid approach allows us to take into account the transitions between different states in the continuous model of the TCP protocol. The considered approach allowed to obtain a simple simulation model of TCP source. This model has great potential for expansion. It is possible to implement different types of TCP.

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  • 9.A geometric approach to the Lagrangian and Hamiltonian formalism of electrodynamics

    • Kulyabov, D. S.;Korolkova, A. V.;Sevastianov, L. A.;Eferina, E. G.;Velieva, T. R.
    • 《SARATOV FALL MEETING 2016 - LASER PHYSICS AND PHOTONICS XVII; AND COMPUTATIONAL BIOPHYSICS AND ANALYSIS OF BIOMEDICAL DATA III》
    • 2017年
    • 10337卷
    • 期刊

    In solving field problems, for example problems of electrodynamics, we commonly use the Lagrangian and Hamiltonian formalisms. Hamiltonian formalism of field theory has the advantage over the Lagrangian, which inherently contains a gauge condition. While the gauge condition is introduced ad hoc from some external reasons in the Lagrangian formalism. However, the use of the Hamiltonian formalism in the field theory is difficult due to the non-regularity of the field Lagrangian. We must use such variant of the Lagrangian and the Hamiltonian formalism, which would allow us to work with the field models, in particular, to solve the problem of electrodynamics. We suggest to use the modern differential geometry and the algebraic topology, in particular the theory of fiber bundles, as a mathematical apparatus. This apparatus leads to greater clarity in the understanding of mathematical structures, associated with physical and technical models. The usage the fiber bundles theory allows us to deepen and expand both the Lagrangian and the Hamiltonian formalism. We can detect a wide range of these formalisms. Also we can select the most appropriate formalism. Actually just using the fiber bundles formalism we can adequately solve the problems of the field theory, in particular the problems of electrodynamics.

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  • 10.Geometrization of Maxwell's equations in the construction of optical devices

    • 关键词:
    • TRANSFORMATION OPTICS; FIELDS
    • Kulyabov, D. S.;Korolkova, A. V.;Sevastianov, L. A.;Gevorkyan, M. N.;Demidova, A. V.
    • 《SARATOV FALL MEETING 2016 - LASER PHYSICS AND PHOTONICS XVII; AND COMPUTATIONAL BIOPHYSICS AND ANALYSIS OF BIOMEDICAL DATA III》
    • 2017年
    • 10337卷
    • 期刊

    The paper considers the technics of construction of optical devices based on the method of geometrization of Maxwell's equations. The method is based on representation of material equations in the form of an effective space-time geometry. Thus we get a problem similar to that of some bimetric theory of gravity. That allows to use a well-developed apparatus of differential geometry. On this basis, we can examine the propagation of the electromagnetic field on the given parameters of the medium. It is also possible to find the parameters of the medium by a given law of propagation of electromagnetic fields.

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