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Information × Registration Number 0223U005733, 0123U103184 , R & D reports Title To develop non-smooth optimization algorithms for clustering and statistical data processing popup.stage_title Head Stovba Viktor O., Доктор філософії Registration Date 30-12-2023 Organization V.M. Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine popup.description2 The goal of the scientific research is the development of models and methods of non-smooth optimization for solving problems of clustering and statistical processing of observation data. The tasks for the first reporting period (2023) are the construction of models of clustering and classification problems, non-smooth models of problems of statistical processing of the results of observations, research, and testing of these models. The main results obtained in the reporting year: 1) storage location problem, its modifications and its connection with centroid clustering problems were investigated; 2) linear regression model and the use of the ellipsoid method with the least moduli criterion for determining unknown parameters and identifying relationships in medical data were investigated; 3) optimization models for solving clustering problem with anomalous objects were studied. Product Description popup.authors Stovba Viktor O. popup.nrat_date 2023-12-30 Close