APPLICATION OF LEVENBERG-MARQUARDT’s ALGORITHM IN TRIGONOMETRIC IDENTIFICATION PROBLEMS OF MULTI-DIMENSIONAL NONLINEAR OBJECTS

  • Олександр Юрійович Колларов Donetsk National Technical University

Abstract

The article deals with the usage of one of the most popular algorithms of training the artificial neural networks of direct distribution - Levenberg-Markhvarda’s algorithm to optimize the multidimensional Fourier’s series coefficients according to the trigonometric system of paired functions in order to improve the trigonometric identification accuracy of the multidimensional nonlinear objects in control systems.

Author Biography

Олександр Юрійович Колларов, Donetsk National Technical University

Candidate of Technical Sciences, Head of the Department of Electrical Engineering

Published
2019-03-02
How to Cite
Колларов, О. (2019). APPLICATION OF LEVENBERG-MARQUARDT’s ALGORITHM IN TRIGONOMETRIC IDENTIFICATION PROBLEMS OF MULTI-DIMENSIONAL NONLINEAR OBJECTS. Electrotechnic and Computer Systems, (20(96), 111-115. Retrieved from https://eltecs.op.edu.ua/index.php/journal/article/view/1631
Section
Computer Systems, Networks and their Components