APPLICATION OF GRADIENT OPTIMIZATION TO MULTIDIMENSIONAL ALGORITHMIC PROCESSES

The paper examines methodological issues of analyzing methods for optimizing reliability and models of algorithmic processes at the stage of system design of information systems. The problem of applying the gradient search algorithm in optimizing the reliability of algorithmic processes is formalized. The methods for calculating the gradient for multidimensional algorithmic processes are analyzed in relation to optimizing the reliability of information and other systems presented in the form of algorithmic processes.

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Publication Details

Published
2025-06-15
DOI
https://doi.org/10.21667/978-5-7722-0428-3-92-97
Primary Topic
Advanced Control Systems Optimization
Type
article
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article

APPLICATION OF GRADIENT OPTIMIZATION TO MULTIDIMENSIONAL ALGORITHMIC PROCESSES

A.A. Kokunov, A.I. Taganov
Advanced Control Systems Optimization
article

APPLICATION OF GRADIENT OPTIMIZATION TO MULTIDIMENSIONAL ALGORITHMIC PROCESSES

A.A. Kokunov, A.I. Taganov
article en

Abstract

The paper examines methodological issues of analyzing methods for optimizing reliability and models of algorithmic processes at the stage of system design of information systems. The problem of applying the gradient search algorithm in optimizing the reliability of algorithmic processes is formalized. The methods for calculating the gradient for multidimensional algorithmic processes are analyzed in relation to optimizing the reliability of information and other systems presented in the form of algorithmic processes.

Openalex Percentile: Top 73%
Advanced Control Systems Optimization
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APPLICATION OF GRADIENT OPTIMIZATION TO MULTIDIMENSIONAL ALGORITHMIC PROCESSES — A.A. Kokunov, A.I. Taganov · (2025) | TGRS Research Map | TGRS