The development of a method for assessing the security of complex technical systems using artificial immune systems

Andrii Shyshatskyi (), Tetiana Stasiuk, Viacheslav Filipov, Oleksii Nalapko, Nadiia Protas, Dmytro Berezanskyi, Michael Zinchenko, Oleksandr Sovik, Vasily Makarchuk and Vitaliy Nechyporuk
Additional contact information
Andrii Shyshatskyi: National Aviation University
Tetiana Stasiuk: Military Institute of Telecommunications and Information Technologies named after Heroes of Kruty
Viacheslav Filipov: Military Institute of Telecommunications and Information Technologies named after Heroes of Kruty
Oleksii Nalapko: Central Scientifically-Research Institute of Armaments and Military Equipments of the Armed Forces of Ukraine
Nadiia Protas: Poltava State Agrarian University
Dmytro Berezanskyi: Research Institute of Military Intelligence
Michael Zinchenko: Military Institute of Telecommunications and Information Technologies named after Heroes of Kruty
Oleksandr Sovik: Military Institute of Telecommunications and Information Technologies named after Heroes of Kruty
Vasily Makarchuk: Military Institute of Telecommunications and Information Technologies named after Heroes of Kruty
Vitaliy Nechyporuk: National Aviation University

Technology audit and production reserves, 2023, vol. 4, issue 2(72), 47-50

Abstract: Ensuring the security of complex technical systems of various functional purposes requires a constant search for new scientific and practical approaches in order to ensure its proper level against a growing list of new risks and threats. Nowadays, no state in the world is able to work on the creation and implementation of artificial intelligence in isolation from others. Artificial intelligence technologies are actively used to solve both general and highly specialized tasks in various spheres of society. The problem of synthesis of management of complex technological processes is an urgent task in management theory. A promising direction in the design of such complex ones is the use of bio-inspired algorithms that are effectively used while solving optimization tasks.Thus, the object of research is complex technical systems. The subject of research is the state security of complex technical systems. The research developed a method for assessing the security of complex technical systems using artificial immune systems. The novelty of the proposed method consists in:‒ taking into account while calculating the correction factor for the degree of uncertainty about the state of a complex technical system;‒ reducing computing costs while assessing the state of a complex technical system;‒ improved implementation of procedures for solving the task of influencing relationships in a complex technical system;‒ creating a multi-level and interconnected description of hierarchical complex technical systems;‒ the possibility of performing calculations with source data that are different in nature and units of measurement. It is advisable to implement the mentioned technique in specialized software, which is used to analyze the state of complex technical systems and make decisions.

Keywords: security of complex technical systems; artificial immune systems; uncertainty of the state of complex technical systems (search for similar items in EconPapers)
Date: 2023
References: View complete reference list from CitEc
Citations:

Downloads: (external link)
https://journals.uran.ua/tarp/article/download/284544/279043 (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:baq:taprar:v:4:y:2023:i:2:p:47-50

DOI: 10.15587/2706-5448.2023.284544

Access Statistics for this article

More articles in Technology audit and production reserves from PC TECHNOLOGY CENTER
Bibliographic data for series maintained by Iryna Prudius ().