Registration Number
0225U002747,
(0120U000375)
, R & D reports
Title
Intelligent methods for finding suboptimal solutions to applied discrete optimization problems
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Дослідження непопуляційних метаеврістик в задачах з фрагментарною структурою.
Head
Kozin Ihor V., Доктор фізико-математичних наук
Registration Date
01-04-2025
Organization
Zaporizhzhia National University
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The object of research is ultra-complex optimization problems, analysis, forecasting and decision-making problems that arise in complex socio-economic systems and have a complex nature, structure, and uncertain nature of parameters.
The purpose of the work is to study new promising approaches to finding optimal and suboptimal solutions to discrete applied optimization problems in various industries, to create effective algorithms, to study and substantiate the properties of algorithms based on the principles of natural optimization. In particular, evolutionary search algorithms, ant colony algorithms, swarm-type algorithms and a number of other natural algorithms. Substantiation and development of universal methods for finding solutions to problems that have a fragmentary structure. Development of various generators of test problems and simulation experiments to find out the effectiveness of algorithms. Creation of computer programs for solving applied problems in the field of transport logistics, regional management, cutting, packaging and placement of complex objects, creation of effective combined schedules, optimization of automated control systems in the economy, military applications, in ecology.
Research methods - methods of artificial intelligence, discrete mathematics, in particular graph theory, methods of discrete nonlinear dynamics, hybrid forecasting methods; methods of intelligent data analysis, in particular, fuzzy modeling, cluster analysis, neural networks, methods of the theory of fragmented structures.
Product Description
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Ivanov Serhii M.
Bashtannyk Oleh I.
Boriu Serhii Yu.
Dobrovolskyi Hennadii A.
Zemlianskyi Oleksandr O.
Karchevskyi Yevhen B.
Kurkula Serhii H.
Lebedieva-Dychko Anastasiia S.
Los Vita O.
Makarenko Olena І.
Maksyshko Nataliia K.
Merzhvynska Yelyzaveta O.
Ocheretin Dmytro V.
Reshevska Kateryna S.
Roibul Pavlo A.
Tovstyk Ruslan V.
Cheverda Oleksandr S.
Cheverda Serhii S.
Shylo Halyna M.
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2025-04-01
