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Information × Registration Number 0223U005297, 0119U000117 , R & D reports Title Stochastic theory developing for scenario modeling in machine learning and decision making popup.stage_title 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" popup.description2  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 popup.authors 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 popup.nrat_date 2023-12-19 Close