How to use neural network and web technologies in modeling complex technical systems

Семененко, М. Г.; Kniazeva, I. V.; Beckel, L. S.; Rutskiy, Vladislav; Tsarev, Roman; Yamskikh, T. N.; Карцан, И Н

doi:10.1088/1757-899x/537/3/032095

Cited by 30 publications

(14 citation statements)

References 4 publications

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“…For an OS with weight function (13), the ΔF part of the total energy flux falling on a circle with radius P6 is determined by the expression [4][5][6]:…”

Section: Resultsmentioning

confidence: 99%

Physics of a diffraction-quality optical system, taking into account the range of received radiation

Жуков

Kalinin

Прохоров

et al. 2022

J. Phys.: Conf. Ser.

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The process of detecting, selecting and measuring the parameters of the movement of the observation object has a pronounced probabilistic nature. This is caused by source emission fluctuations, interference from extended and point natural sources distributed over the field of view at the input of the opto-electronic device and its own noise. As a result, the output information of the optoelectronic device, after processing by the onboard system, is output to the control and navigation system with a certain error that determines the quality of the aircraft’s control and navigation system information. The resolution is estimated depending on the equivalent weight function of the optical system and intermediate links which characterizes spatial distortions introduced into the optical image of an object taking into account the range of radiation received by the matrix photodetector. We obtained an expression that allows us to estimate the potential resolving power of the optoelectronic device taking into account the finite wavelength range of the received radiation and determine the condition under which the receiver can be considered to be spatially continuous. The present paper is devoted to estimation of the resolving power of an optoelectronic device with a matrix photodetector of radiation.

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“…For an OS with weight function (13), the ΔF part of the total energy flux falling on a circle with radius P6 is determined by the expression [4][5][6]:…”

Section: Resultsmentioning

confidence: 99%

Physics of a diffraction-quality optical system, taking into account the range of received radiation

Жуков

Kalinin

Прохоров

et al. 2022

J. Phys.: Conf. Ser.

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“…It is proposed to consider each of these methods as the opinion of a separate expert. It is proposed to use multisets as a mathematical model for the expert assessments presentation [15,16].…”

Section: Methodsmentioning

confidence: 99%

Models and algorithms for human capital reproduction intellectual analysis

2023

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The managerial decisions making tasks in human capital reproduction complex systems are solved on the basis of models built on experimental data. It is problematic to take into account all the factors affecting the human capital reproduction. Existing approaches are not focused on building models for the human capital reproduction with incomplete information. Algorithms for inductive modeling are developed for the human capital reproduction systems characteristics functional description. The software is developed to implement the proposed algorithms for the human capital reproduction intellectual analysis based on the metric spaces of multisets.

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“…The equilibrium concentration of the adsorbed substance in the adsorbent (adsorbent activity) can be expressed using the Freundlich adsorption equation [3,[6][7][8]:…”

Section: Methodsmentioning

confidence: 99%

“…Furthermore, that process is used for gas and fluids cleanup. This explains the popularity of the adsorption methods to protect an environment where other methods are much less effective [1][2][3][4][5].…”

Section: Introductionmentioning

confidence: 99%