Principles of Formalization of Polymodel Systems

One of the effective methods of solving complex systems management tasks is to build models of these systems. The modeling process is often not simple, because it is not always possible for any modeling method to perfectly represent all the features and peculiarities of the real research process or event. This requires the creation of such a device that can provide a complex, systematic approach to the automation of production process management, in which the positive qualities characteristic of all separate methods will be combined, while the disadvantages, on the contrary, will be avoided. Such an approach is the construction of models of the management semiotic system, in which logical-linguistic and formal-mathematical methods of information processing and decision-making will be combined to effectively use all the advantages of individual approaches. A poly-model approach allows to flexibly and efficiently design and manufacture devices that meet changing market demands and provide high performance, reliability and cost efficiency. The article analyzes the advantages and disadvantages of complex object management models. Appropriate conclusions have been made in favor of situational management. A hybrid management model is proposed, which combines the advantages of classical situational and formal-mathematical methods. A poly-model system is defined, which realizes a systematic approach to the use of complex object management systems.

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Publication Details

Journal
Works of Georgian Technical University
Published
2025-03-25
DOI
https://doi.org/10.36073/1512-0996-2025-1-156-163
Primary Topic
Diatoms and Algae Research
Type
article
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article

Principles of Formalization of Polymodel Systems

Rusudan Kutateladze, Ana Kobiashvili
Works of Georgian Technical University
Diatoms and Algae Research
article

Principles of Formalization of Polymodel Systems

Rusudan Kutateladze, Ana Kobiashvili
article en

Abstract

One of the effective methods of solving complex systems management tasks is to build models of these systems. The modeling process is often not simple, because it is not always possible for any modeling method to perfectly represent all the features and peculiarities of the real research process or event. This requires the creation of such a device that can provide a complex, systematic approach to the automation of production process management, in which the positive qualities characteristic of all separate methods will be combined, while the disadvantages, on the contrary, will be avoided. Such an approach is the construction of models of the management semiotic system, in which logical-linguistic and formal-mathematical methods of information processing and decision-making will be combined to effectively use all the advantages of individual approaches. A poly-model approach allows to flexibly and efficiently design and manufacture devices that meet changing market demands and provide high performance, reliability and cost efficiency. The article analyzes the advantages and disadvantages of complex object management models. Appropriate conclusions have been made in favor of situational management. A hybrid management model is proposed, which combines the advantages of classical situational and formal-mathematical methods. A poly-model system is defined, which realizes a systematic approach to the use of complex object management systems.

Works of Georgian Technical University(1(535))
Openalex Percentile: Top 96%
Diatoms and Algae Research
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Principles of Formalization of Polymodel Systems — Rusudan Kutateladze, Ana Kobiashvili · Works of Georgian Technical University (2025) | TGRS Research Map | TGRS