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ISSN 0278-6419 (*printed)
ISSN 1934-8428 (electronic version)
ISSN 0278-6419 (*printed)
ISSN 1934-8428 (electronic version)
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Krylov P.A.

Krylov P.A.

Krylov P.A.
Lomonosov Moscow State University (MSU)
E-mail: pavel@leftsystem.ru
Junior researcher, Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University
  • Stabilization of switched interval systems using neural network technologies
    Moscow University Journal. Series 15. Computational Mathematics and Cybernetics 2025. № 4. p. 3-12
    Atamas E.I., Krylov P.A., Dementeva (Mosolova) Yu.M., Fursov A.S.
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    857

    • A detailed description of the implementation of an algorithm for constructing a variable-structure stabilizing controller for a switched interval linear system with slow switches inaccessible to observation is proposed. It is proposed to use a neural network as an observer of the active modes of a closed system. The simulation results of the constructed stabilization system are presented.

      Keywords: switched systems, observer, variable structure controller, interval uncertainty, linear matrix inequalities, static feedback, neural network
  • Modeling a neural observer for the problem of stabilizing a switchable system with modes of different order
    Moscow University Journal. Series 15. Computational Mathematics and Cybernetics 2026. № 3. p. 52-65
    Krylov P.A., Fursov A.S., Dementeva (Mosolova) Yu.M., Dementev F.A.
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    40

    • A detailed description of the implementation of an algorithm for constructing a variable-structure stabilizing controller for a switched linear discrete system whose operating modes can have different dynamic orders is presented. A neural network is proposed as an observer of the closed-loop system's active modes. Simulation results of the constructed stabilization system are presented.

      Keywords: switched systems, observer, variable structure controller, neural network, modes of different dynamic orders, discrete system