Modeling of Research Processes’ Automation

An algorithm for trajectory implementation of scientific research management strategy was developed. Simulation was carried out using the specified algorithm. The calculations were performed using the developed model. It is found that it was advisable to analyze the trajectory of a managerial strategy as a certain realizable trajectory of management carried out within the boundaries of the hypersurface region surrounding the trajectory of optimal management. It was found that the distance from the optimal management trajectory, which determines the region of acceptable values, is estimated by the quality of management -, which is the aggregate statistical value of the “distance” of the real trajectory from the optimal one. The developed model for management strategy realization of research process when solving a scientific problem, taking into account real conditions based on a digital model, allows for the development of a computer program. The program allows you to calculate quickly the trajectory of optimal control of research process according to a given strategy, evaluate the quality of management and present ways of optimal control taking into account the real conditions of research process.

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Publication Details

Published
2025-04-01
DOI
https://doi.org/10.63550/iceip.2025.17.48.001
Primary Topic
Engineering Education and Technology
Type
article
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article

Modeling of Research Processes’ Automation

Vitaly Borovik, V.V. Borovik, O.V. Protsenko
Engineering Education and Technology
article

Modeling of Research Processes’ Automation

Vitaly Borovik, V.V. Borovik, O.V. Protsenko
article en

Abstract

An algorithm for trajectory implementation of scientific research management strategy was developed. Simulation was carried out using the specified algorithm. The calculations were performed using the developed model. It is found that it was advisable to analyze the trajectory of a managerial strategy as a certain realizable trajectory of management carried out within the boundaries of the hypersurface region surrounding the trajectory of optimal management. It was found that the distance from the optimal management trajectory, which determines the region of acceptable values, is estimated by the quality of management -, which is the aggregate statistical value of the “distance” of the real trajectory from the optimal one. The developed model for management strategy realization of research process when solving a scientific problem, taking into account real conditions based on a digital model, allows for the development of a computer program. The program allows you to calculate quickly the trajectory of optimal control of research process according to a given strategy, evaluate the quality of management and present ways of optimal control taking into account the real conditions of research process.

Volgograd State Technical University (RU)
Openalex Percentile: Top 92%
Engineering Education and Technology
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