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0221U104592,
0115U006765
,
Modeling of complicated socioeconomic systems of methods of discrete nonlinear dynamics and Data Mining
Maksishko Nataliia K., Доктор економічних наук
01-04-2021
Zaporizhzhia National University
The object of the research - analysis tasks, forecasting and decision-making that arise in complex socio-economic systems and have a complex nature, structure, undefined character of the parameters. The purpose of the work - mathematical models construction of complex socio-economic systems, development of methods for their analysis and forecasting, based on the use of methodology and tools of discrete nonlinear dynamics and data mining. Research methods - methods of discrete nonlinear dynamics, in particular, fractal analysis, hybrid forecasting methods based on the model of homogeneous structure. The scientific novelty of the results is to improve and apply new approaches to forecasting the dynamics and optimization of the structure of complex socio-economic systems, building new mathematical models, developing effective algorithms for solving them. The scientific significance of the obtained results is their focus on the development of mathematical modeling and computational methods as tools for the study of complex socio-economic systems. The results can be used in the development and implementation of computer decision support systems to solve problems of analysis, planning, forecasting and optimization of complex socio-economic systems in economics, engineering, management, marketing, logistics and other industries. Based on the materials of the the research implementation was published: 3 monographs, 7 collective monographs (9 subsections), 84 articles, including 16 articles in publications indexed in scientometric databases Scopus and Web of Science, 47 articles in professional publications (17 - co-authored with students) , including 32 - in publications indexed in the scientometric database Index Copernicus, 10 articles in foreign publications, 143 abstracts of reports at international conferences (96 - co-authored with students), received 1 Certificate of registration of copyright for a scientific work. 2 candidate dissertations
Ivanov Serhii M.
Bilenko Viktoriia O.
Bashtannyk Oleh I.
Brechko Dmytro O.
Vasylieva Oksana V.
Glazova Yana V.
Kozin Igor V.
Kryvtsun Olena V.
Los Vita O.
Makarenko Olena І.
Ocheretin Dmytro V.
Pachynok Anatolii V.
Polova Alyona V.
Selyutin Yevhen K.
Cheverda Sergiy S.
Shaitanova Yevheniia S.
2021-04-01
Updated: 2025-12-08
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