Use of the Swarm Control Method to Maintain the Homeostasis of a Complex System Based on Interacting Information Objects

This paper adopts a method of homeostatic support of a complex system using a swarm algorithms. It is proposed to use information objects that are represented in the form of invariant structures as swarm agents. This provides the possibility of classifying information objects by one or a number of homogeneous properties, as well as applied methods of data collection and processing. This approach allows the grouping of objects of any nature into a swarm structure. The invariant structure of information objects also provides the possibility of conversion of stored data without losses and distortions into different services of information systems. The system representation of swarm management of the homeostasis of complex systems by means of interaction of different swarm groups that differ in terms of behavioral models is given in accordance with the given target reference points. Classification of swarm groups is considered. The description of invariant swarm structures is given.

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Publication Details

Journal
Automatic Documentation and Mathematical Linguistics
Published
2024-10-01
DOI
https://doi.org/10.3103/s0005105524700262
Primary Topic
Cybersecurity and Information Systems
Type
article
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article

Use of the Swarm Control Method to Maintain the Homeostasis of a Complex System Based on Interacting Information Objects

V. V. Shvedenko
Automatic Documentation and Mathematical Linguistics
Cybersecurity and Information Systems
article

Use of the Swarm Control Method to Maintain the Homeostasis of a Complex System Based on Interacting Information Objects

V. V. Shvedenko
article en

Abstract

This paper adopts a method of homeostatic support of a complex system using a swarm algorithms. It is proposed to use information objects that are represented in the form of invariant structures as swarm agents. This provides the possibility of classifying information objects by one or a number of homogeneous properties, as well as applied methods of data collection and processing. This approach allows the grouping of objects of any nature into a swarm structure. The invariant structure of information objects also provides the possibility of conversion of stored data without losses and distortions into different services of information systems. The system representation of swarm management of the homeostasis of complex systems by means of interaction of different swarm groups that differ in terms of behavioral models is given in accordance with the given target reference points. Classification of swarm groups is considered. The description of invariant swarm structures is given.

Automatic Documentation and Mathematical LinguisticsVol. 58(5)
Bayern Innovativ (Germany) (DE)
Openalex Percentile: Top 73%
Cybersecurity and Information Systems
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Use of the Swarm Control Method to Maintain the Homeostasis of a Complex System Based on Interacting Information Objects — V. V. Shvedenko · Automatic Documentation and Mathematical Linguistics (2024) | TGRS Research Map | TGRS