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Information × Registration Number 0222U001864, 0117U001172 , R & D reports Title Solution methods of the problem of estimation and identification on the basis of modern information and computer technology popup.stage_title Head Gubarev Vyacheslav F., Доктор технічних наук Registration Date 03-02-2022 Organization Space Research Institute popup.description2 The object of research is mathematical models that describe dynamic processes in complex systems and methods of correct solution of identification and evaluation problems. The main purpose of research on the topic is to develop theoretical foundations and methods of modeling, assessment and identification of systems characterized by the complexity and distribution of processes in them, features of classes of models and measurement systems and experimental data. . The theory and methods created in the implementation of the topic are focused primarily on their application in the study of processes occurring in outer space, in particular, in the processing of satellite studies of oscillatory and evolutionary processes in the Earth's magnetosphere and ionosphere. Research methods - methods of filtering and data processing; methods for solving nonlinear systems; methods of graph theory and learning; numerical methods for modeling of dynamic processes; matrix calculations; methods of linear algebra; methods of solving ill-posed tasks. The results obtained: methods for solving problems of evaluation and identification on the basis of modern information and computing technologies; theory of asymptotic modeling and identification of complex systems. Product Description popup.authors Gubarev Vyacheslav F Kompaniyenko Liliya H Maksymyuk Lyubov Volodymyrivna Melnychuk Sergii V. Salnikov Mykola Mykolaiovych Tsaruk Nina P. Cheremnykh Sergii O. Shevchenko Volodymyr M. popup.nrat_date 2022-03-09 Close