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Information × Registration Number 0220U104646, 0120U105242 , R & D reports Title Analytical methods and machine learning in control theory and decision-making in conditions of conflict and uncertainty popup.stage_title Head Norkin Volodymyr І., д.ф.-м.н. Registration Date 24-12-2020 Organization V.M. Glushkov Institute of Cybernetics of National Academy of Sciences of Ukraine popup.description2 The project is devoted to the development of a set of mathematical methods for the study of decision-making and control problems in different situations of conflict interaction under uncertainties and stochastic perturbations. The ultimate goal is to provide a guaranteed or even optimal result, accounting for the dynamic and resource capabilities of involved objects. An essential basis for this is mathematical models that adequately describe the situation of conflict and uncertainty and are defined by deterministic or stochastic dynamic equations. The subject of the research includes, in particular: problems of the theory of conflict-controlled processes; game problems of ensuring a guaranteed result in the objects collision avoidance and targets interception, including cases with groups of controlled objects; models and methods of nonconvex stochastic optimization; the study of machine learning stochastic processes; problems and processes of distributed stochastic systems control.  Product Description popup.authors Bila Halyna Bogdanov Oleksandr V Guro Dmytro A Dunaievskyi Maksym S Knopov Pavel S Kozyrev Anton Yu Kurshakov Myhailo D Norkin Volodymyr I Samosonok Oleksandr S Chykrij Arkadii O popup.nrat_date 2020-12-24 Close