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Using of Levenberg-Marquardt Method in Identification by Neural Networks
the Levenberg-Marquardt algorithm is discussed.The last square method enables us relatively quickly find required parameters, however, we are limited by the choice of the suitable sampling period. We finds other method...
BC - Teorie a systémy řízení
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Modification Levenberg-Marquardt method RUS for application in the FEM
Fixed point iteration method within the finite element discretization was developed to replace the Levenberg-Marquardt procedure Computational aspects....
JJ - Ostatní materiály
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
THE TWO-MASS SYSTEM PARAMETER IDENTIFICATION WITH LEVENBERG-MARQUARDT ALGORITHM
characteristic and it is used as the starting point for the Levenberg-Marquardt algorithmThis paper is focused on the parameter identification of the Two-Mass mechanical flexible system for motor drive applications. The whole metho...
Electrical and electronic engineering
- 2020 •
- D
Rok uplatnění
D - Stať ve sborníku
Neural Networks in Identification
This paper examines the possibility of using neural networks in the area of continuous identification of parameters of a dynamic system model. It focuses on the two most frequently used methods for network learning, the backpropagation m...
BC - Teorie a systémy řízení
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Convergence and Complexity Analysis of a Levenberg-Marquardt Algorithm for Inverse Problems
introduce a novel Levenberg-Marquardt method that matches, simultaneously, the stateThe Levenberg-Marquardt algorithm is one of the most popular algorithms for finding the solution of nonlinear least squa...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Identification of Dynamic Systems by Neural Network
This work examines the possibility of using neural networks in the area of continuous identification of parameters of a dynamic system model. It focuses on the two most frequently used methods for network learning, the Backpropagation me...
JB - Senzory, čidla, měření a regulace
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Levenberg-Marquardt Algorithm for Accelerometers Calibration
This paper describes a method of tri-axial accelerometer calibration. The aim of this calibration is find the accelerometer error model: non-orthogonallities, scale factors and accelerometer bias. The Levenberg-Marquardt al...
JU - Aeronautika, aerodynamika, letadla
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm
. For this purpose a number of methods have been developed. A frequently used identification method is the least-squares method, but we are limited by the choice of the suitable adaptation characteristics. Among the most us...
BC - Teorie a systémy řízení
- 2004 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm
. For this purpose a number of methods have been developed. A frequently used identification method is the least-squares method, but we are limited by the choice of the suitable adaptation characteristics. Among the most us...
BC - Teorie a systémy řízení
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Model of EMI Filter for Asymmetrical Measurement Setup in Standard Method
In Introduction are introduced main problems of measurement of EMI filter. Reduced equivalent circuitries for EMI filter are shown. Two optimization routines, Quasi-Newton method and Levenberg Marquardt, were introduced for...
JA - Elektronika a optoelektronika, elektrotechnika
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
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