On combining the stages of parametric identification and optimization of dynamic processes

In the paper, we propose a method for jointly solving problems of parametric identification of a mathematical model’s parameters and searching for the optimal mode of a dynamic object. As a result of this joint process, we obtain a suboptimal solution to the problem of controlling a dynamic object in the vicinity of the optimal mode. We present computation formulas and algorithms for implementing the proposed approach, as well as the results of computer-based experiments.

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Publication Details

Journal
Baku Mathematical Journal
Published
2024-09-30
DOI
https://doi.org/10.32010/j.bmj.2024.19
Primary Topic
Advanced Data Processing Techniques
Type
article
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article

On combining the stages of parametric identification and optimization of dynamic processes

Samir Guliyev, Seymur Mirzabayov
Baku Mathematical Journal
Advanced Data Processing Techniques
article

On combining the stages of parametric identification and optimization of dynamic processes

Samir Guliyev, Seymur Mirzabayov
article en

Abstract

In the paper, we propose a method for jointly solving problems of parametric identification of a mathematical model’s parameters and searching for the optimal mode of a dynamic object. As a result of this joint process, we obtain a suboptimal solution to the problem of controlling a dynamic object in the vicinity of the optimal mode. We present computation formulas and algorithms for implementing the proposed approach, as well as the results of computer-based experiments.

Baku Mathematical JournalVol. 3(2)
Openalex Percentile: Top 77%
Advanced Data Processing Techniques
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On combining the stages of parametric identification and optimization of dynamic processes — Samir Guliyev, Seymur Mirzabayov · Baku Mathematical Journal (2024) | TGRS Research Map | TGRS