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Information × Registration Number 0223U000435, 0121U114705 , R & D reports Title Fulfillment of tasks of the Perspective plan of development of the scientific direction "Technical Sciences" of the West Ukrainian National University popup.stage_title Head Yatskiv Vasyl V., Доктор технічних наук Registration Date 07-01-2023 Organization Western Ukrainian National University popup.description2 The object of research is decision support processes guided by models and data under conditions of uncertainty. The subject of the research is mathematical macro-modeling of complex objects and processes based on the analysis of interval data. The goal of the task is the development of decision-making support systems guided by models and data under conditions of uncertainty (mathematical macro-modeling of complex objects and processes based on the analysis of interval data; optimization of complex computational procedures for implementing algorithms; development of cross-platform mobile applications; intelligent data analysis; creation and optimization of web-oriented software systems). In accordance with the goal, the following main tasks are expected to be performed: to systematize the review of methods and software tools for the development of model- and data-driven decision support systems under conditions of uncertainty; develop methods for identifying macromodels of complex objects and processes based on the analysis of interval data, which are based on computational procedures optimized for time complexity; to develop the concept of building mathematical and computer macromodels of decision support systems driven by models and data, with the application and combination of interval data analysis methods and ontological analysis methods in order to improve the prognostic characteristics of models; on the basis of the created concept, develop hybrid methods of structural and parametric identification of macromodels of complex objects in the form of interval differential equations, which use both artificial bee colony algorithms and ontological approach methods; to develop a comprehensive software web-oriented environment for macro modeling of complex objects in the form of interval differential equations based on a combination of ontological approach and analysis of interval data; develop cross-platform mobile applications with intelligent data analysis to test. Product Description popup.authors Dyvak Mykola P Kulyna Serhiy V. Manzhula Volodymyr I Melnyk Andrii M Pukas Andrii V. Spivak Iryna Y. Tymchyshyn Vasyl S. Shpak Volodymyr B popup.nrat_date 2023-01-07 Close