Звіт по науково-дослідній роботі. Гриценко Володимир Ілліч. Розробка методів та засобів інтеграції комбінаторної оптимізації та семантичного моделювання для інтелектуалізації інформаційних технологій

Registration Number

0223U002192, 0118U000168 , R & D reports

Title

Development of methods and tools for integrating combinatorial optimization and semantic modeling for the intellectualization of information technologies

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Head

Grycenko Volodymyr I.,

Registration Date

12-02-2023

Organization

International Research and Training Center of Information Technologies and Systems UNESKO IIP

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Mathematical models of semantic problems as problems of combinatorial optimization have been built. Methods for solving the uncertainty situation using self-correcting algorithms and a method for establishing the essence of the research object without a reference library have been developed for them. A mathematical model of redistribution of resource structures of own local cloud computing platform using combinatorial optimization is proposed. Mathematical models, algorithms and methods of comparison of complex information objects with the use of qualitative assessments, as well as new hybrid methods of comparison of objects based on a combination of semantic proximity and semantic correlation, have been developed.

Product Description

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Andreichuk Vitalii Stepanovych
Haskevych Ihor Vsevolodovych
Gladun Anatolii Ya.
Hrytsenko Volodymyr І.
Zima Svitlana Viktorovna
Yovenko Lesia Oleksandrivna
Lapa Oleksii Petrovych
Lytvynenko Nataliia Ivanivna
Lozinskyi Anatol Pavlovych
Nilov Vadym Volodymyrovych
Pavlenko Nataliia Yevhenivna
Sokolenko Valentyna Mykolaivna
Stetsenko Iryna Borysivna
Tymofijeva Nadija K.
Tochylin Vasyl Viktorovych
Oursatyev Oleksiy A.
Khala Kateryna Oleksandrivna
Shevchenko Svitlana Anatoliivna

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2023-02-12