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

项目编号

15-07-08795

立项年度

2015

立项时间

未公开

研究期限

未知 / 未知

项目级别

国家级

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:
  • 2
  • /
  • 1.The methodology of studying of active traffic management module self-oscillation regime

    • Kulyabov, Dmitry S. ; Korolkova, Anna V. ; Velieva, Tatyana R. ; Eferina, Ekaterina G. ; Sevastianov, Leonid A.
    • 《Advances in Intelligent Systems and Computing》
    • 2018年
    • 会议

    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. © Springer International Publishing AG 2018.

    ...
  • 2.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
    • 会议

    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.

    ...
  • 3.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
    • 会议

    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.

    ...
  • 4.Spinor representation of Maxwell's equations

    • 关键词:
    • Tensors;Lorentz;Lorentz group;Special objects;Spinors;Symmetry groups
    • Kulyabov, D.S.;Korolkova, A.V.;Sevastianov, L.A.
    • 《5th International Conference on Problems of Mathematical and Theoretical Physics and Mathematical Modelling, MPMM 2016》
    • 2017年
    • April 5, 2016 - April 7, 2016
    • Moscow, Russia
    • 会议

    Spinors are more special objects than tensor. Therefore possess more properties than the more generic objects such as tensors. Thus, the group of Lorentz two-spinors is the covering group of the Lorentz group. Since the Lorentz group is a symmetry group of Maxwell's equations, it is assumed to reasonable to use when writing the Maxwell equations Lorentz two-spinors and not tensors. We describe in detail the representation of the Maxwell's equations in the form of Lorentz two-spinors. This representation of Maxwell's equations can be of considerable theoretical interest. © Published under licence by IOP Publishing Ltd.

    ...
  • 5.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
    • 会议

    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.

    ...
  • 6.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
    • 会议

    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.

    ...
  • 7.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
    • 会议

    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.

    ...
  • 8.Maxwell's equations instantaneous Hamiltonian

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

    The Hamiltonian formalism is extremely elegant and convenient to mechanics problems. However, its application to the classical field theories is a difficult task. In fact, you can set one to one correspondence between the Lagrangian and Hamiltonian in the case of hyperregular Lagrangian. It is impossible to do the same in field theories. In the case of irregular Lagrangian the Dirac-Bergman Hamiltonian formalism with constraints is usually used, and this leads to a number of certain difficulties. The paper proposes a reformulation of the problem to the case of a field without sources. This allows to use a instantaneous (symplectic) Hamiltonian formalism.

    ...
  • 9.Application Of The Noncommutative Theory Of Statistical Decisions To The Modeling Of Quantum Communication Channels

    • 关键词:
    • MECHANICS
    • Zorin, A., V;Sevastianov, A. L.;Sevastianov, L. A.
    • 《2017 9TH INTERNATIONAL CONGRESS ON ULTRA MODERN TELECOMMUNICATIONS AND CONTROL SYSTEMS AND WORKSHOPS 》
    • 2017年
    • 会议

    In this work the symbolic algorithm for the calculations of transition probabilities for hydrogen-like atoms in terms of quantum mechanics with non-negative probability distribution function is proposed. The problem was solved in terms of eigenvalues of the finite-approximated Ritz matrices. All the necessary functions, including wave functions, Sturmian functions and their Fourier-transforms, Clebsh-Gordan coefficients etc. were united in one single framework. The program is written using Maple. Results were compared with the data provided by NIST Atomic Spectra Database.

    ...
  • 10.The Stochastic Processes Generation in OpenModelica

    • 关键词:
    • POISSON
    • Gevorkyan, Migran;Hnatich, Michal;Gostev, Ivan M.;Demidova, A. V.;Korolkova, Anna V.;Kulyabov, Dmitry S.;Sevastianov, Leonid A.
    • 《DISTRIBUTED COMPUTER AND COMMUNICATION NETWORKS, DCCN 2016》
    • 2016年
    • 会议

    This paper studies program implementation problem of pseudo-random number generators in OpenModelica. We give an overview of generators of pseudo-random uniform distributed numbers. They are used as a basis for construction of generators of normal and Poisson distributions. The last step is the creation of Wiener and Poisson stochastic processes generators. We also describe the algorithm to call external C-functions from programs written in Modelica. This allows us to use random number generators implemented in the C language.

    ...
  • 排序方式:
  • 2
  • /