Registration Number
0223U001645,
0120U103263
, R & D reports
Title
Modeling complex systems in the context of the digital transformation of economic processes
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Head
Kasianova Nataliia V., д.е.н.
Registration Date
01-02-2023
Organization
National Aviation University
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The task of the research is to develop theoretical foundations and scientific and methodological recommendations for modeling complex economic systems in the conditions of digital transformation of the economy. The work defines the features of complex economic systems. the concept of modeling complex systems is formulated; the peculiarities of management decision-making in the conditions of digital transformation of the economy were investigated; developed applied models of complex systems using methods of intelligent data analysis; the informational components of the decision-making system support in conditions of digitization are substantiated.
In accordance with the set goal, the following tasks were solved in the research work: the peculiarities of the study of economic systems in the conditions of digitalization were determined, the main stages of analysis and modeling of complex economic systems at different levels of the hierarchy were proposed; the concept of modeling complex systems was formed, the methodology of creating conceptual and cognitive models in the conditions of digitization of economic processes was developed, the use of methods of intellectual data analysis was substantiated: evolutionary methods, methods of machine learning and neural networks; practical recommendations for solving applied problems of managing economic processes using economic-mathematical modeling were developed; the system of information support for management decision-making, which is based on the model of safe digitalization, is substantiated.
The practical significance of the obtained results is that the main provisions of the scientific research work have been brought to the level of specific methodological recommendations and practical solutions regarding the modulation of complex economic systems in the context of the digital transformation of the economy, which allows not only to make a reasonable choice of management decisions, but also to determine the ways of its
Product Description
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Ablamska Valentyna M
Bilychenko Maksym M.
Borysenko Yuliia B
Vaskul Mykola B.
Voloshchuk Daryna V
Gustera Oleg M
Dumbrava Snizhana M.
Kvashuk Dmytro M
Kravchuk Natalia M.
Kuzminovа Olga V.
Mikhalchenko Oleksii A.
Mikhno Inessa S.
Mazur Viktoriia V.
Oleshko Tamara I.
Podskrebco Oleksandr S
Popyk Nataliia V
Popov Vadym K.
Raycheva Larysa I.
Skornyakova Iryna V.
Telnova Hanna V.
Chekina Ruslan S.
Yusik Iryna V.
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2023-02-01
