Registration Number
0226U003893,
(0126U003745)
, R & D reports
Title
Methods and means of optimizing parameters and resources of electronic communication networks and information and communication systems using artificial intelligence
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Розробка методів оптимізації параметрів та ресурсів електронних комунікаційних мереж та інформаційно-комунікаційних систем із застосуванням штучного інтелекту.
Head
NATALIIA HALAHAN, Кандидат технічних наук
Registration Date
02-06-2026
Organization
State University of information and communication technologies
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To develop methods for multi-criteria optimization of parameters and resources of electronic communication networks and ICS using AI based on a subjective performance objective function using expert assessments.
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The object of the study is the optimization processes of parameters and resources of electronic communication networks and information and communication systems using artificial intelligence based on a subjective resulting objective function.
The purpose of the work is to develop methods for multi-criteria optimization of parameters on resources of electronic communication networks and information and communication systems using artificial intelligence based on a subjective resulting objective function using expert assessments.
Research methods are telecommunications theory, queuing theory, statistical modeling methods, multi-criteria optimization methods, modeling methods, optimization methods based on AI: machine learning, deep learning, reinforcement learning, evolutionary algorithms, fuzzy logic methods.
The result of the introduction of methods for optimizing the parameters and resources of electronic communication networks and information and communication systems using artificial intelligence is an increase in the efficiency of their functioning.
This occurs due to system optimization; cost minimization. The proposed methods allow you to quickly obtain the optimal solution for a given criterion of information and communication systems.
ARTIFICIAL INTELLIGENCE, ELECTRONIC COMMUNICATION NETWORK, INFORMATION AND COMMUNICATION SYSTEM, INFORMATION, CONTROL SYSTEM, COMMUNICATION CHANNEL, SIGNAL.
Product Description
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Vladislav I. Kravchenko
Anna V. Kolisnychenko
Liubov N. Berkman
Viktoriia Skrypnik
Nazarii Blazhennyi
Nataliia V. Halahan
Natalia Khabіuk
Yakovets Vsevolod
Mykola Madinov
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2026-06-02
