Evolutionary Method Based on Artificial Bee Colony and Ontological Approach for Structural Identification of Interval Discrete Models of Objects with Distributed Parameters

The problem of structural identification of interval discrete models of objects with distributed parameters is considered in the paper. This paper also proposes an ontological approach as a control tool that greatly simplifies the systematic standardized methods of storage models, the process of the...

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Bibliographic Details
Main Authors: Dyvak, Mykola, Melnyk, Andriy, Martsenyuk, Yevgeniya, Rohatynska, Nina, Brukhanskyi, Ruslan, Pytel, Sviatoslav
Format: Conference Proceeding
Language:English
Subjects:
Analytical models
Computational modeling
Data models
Distributed databases
knowledge management
mathematical modeling
Mathematical models
ontological approach
Process control
Systematics
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Summary:The problem of structural identification of interval discrete models of objects with distributed parameters is considered in the paper. This paper also proposes an ontological approach as a control tool that greatly simplifies the systematic standardized methods of storage models, the process of their construction and appropriate usage in practice. This paper also describes the features of the construction of the corresponding ontological model, the pattern of choice of a nonlinear model. Relevant experimental studies have also been conducted to confirm the effectiveness of the proposed approach.
ISSN:2770-5218
DOI:10.1109/ACIT54803.2022.9913118