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List of publications on a keyword: «система управления с дискретным временем»

  • Identification of econometric models of simultaneous equations and control systems based on machine learning

    Book Chapter
    Effective development of the modern economy: problems and prospects
    Author:
    Alina M. Minitaeva
    Work direction:
    Глава 12
    Abstract:
    The chapter proposes a method for analyzing economic systems based on the use of a model of simultaneous equations and machine learning. The architecture of a fully connected neural network capable of reflecting the structure of a discrete-time control system and allowing the identification of a system of simultaneous equations is considered. A method for training a neural network is proposed that allows estimating the coefficients of a set of simultaneous equations. A method for forecasting a multivariate time series based on the estimated structural parameters of the system using a perceptron is presented.
    Keywords:
    machine learning, neural network, multivariate time series, simultaneous equations, discrete-time control system, perceptron, control system identification
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