Registration Number
0223U005297,
(0119U000117)
, R & D reports
Title
Stochastic theory developing for scenario modeling in machine learning and decision making
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Розробити стохастичну теорію сценарного моделювання в задачах машинного навчання та прийняття рішень
Head
Kasianov Pavlo O.,
Registration Date
19-12-2023
Organization
Educational and Scientific Complex "Institute for Applied System Analysis" of National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
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The research is devoted to the study of admissibly nonlinear partially observable systems, as well as the global behavior of solutions of nonlinear controlled systems and their properties. The existence and regularity theorems are proved, and a priori estimates are established for all weak solutions for classes of infinite-dimensional evolutionary problems with discontinuous nonlinearities. The results obtained during the implementation of the research are of great importance for further scientific theoretical and applied research in the field of development of decision-making methods in stochastic environments, for reconciliation and processing of big data of various nature, for tasks of identification and robust control.
Product Description
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Belaeva Olena
Baranovska Lesia
Hnyniuk Liliia
Gorban Nataliia
Kirik Olena
Kupenko Olha P.
Kutsenko Oksana
Matviienko Iryna
Moreva Olha
Paliichuk Liliia
Ryzhkova Irina
Khomenko Olha
Yakovleva Alla
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2023-12-19
