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Information × Registration Number 0224U002290, 0122U001497 , R & D reports Title Mathematical and computer modeling of objects with distributed parameters based on a combination of ontological and interval analysis popup.stage_title Head Dyvak Mykola P, Доктор технічних наук Registration Date 10-02-2024 Organization Western Ukrainian National University popup.description2 At the second stage of the research, a concept for the identification of interval discrete models of complex objects was proposed. This concept involves combining methods for analyzing interval data, a knowledge-oriented approach to both describing the subject area of the investigated object and constructing a class of mathematical models using ontology. This combination has created the opportunity to develop new, more computationally efficient methods for structural and parametric identification of interval discrete models of objects. A hybrid method for structural and parametric identification of interval models of complex objects was justified and constructed. This method is based on a combination of interval analysis methods, behavioral models of bee colonies, and a knowledge-oriented approach to describing the subject area of objects based on ontology. In aggregate, this has led to a reduction in the computational complexity of structural identification. As a result of the conducted experimental studies, it was established that the hybrid method for identifying interval models of complex objects demonstrates higher efficiency compared to well-known identification methods. Furthermore, when finding the model structure in the repository for objects with similar functionality, the computational complexity decreases due to the avoidance of the structural identification procedure. Product Description popup.authors Manzhula Volodymyr I. Maslyiak Yurii B. Matsuk Andrii Y. Melnyk Andrii M. Pasichnyk Roman M. Petrovskyy Yurii M. Porplytsia Natalia P. Pukas Andrii V. Spivak Iryna Y. Tymchyshyn Vasyl S. popup.nrat_date 2024-02-10 Close