Библиографическое описание:The Kolmogorov-Smirnov Mathematical Test for Vectors of the Digital Twin of an Enterprise : доклад, тезисы доклада / S. S. Masaev, I. I. Chumakov, V. V. Vingert. - [S. l. : s. n.], 2025. - Текст : непосредственный // Computing Technologies and Applied Mathematics / CTAM 2024 (2024 ; 07.10 - 11.10 ; Komsomolsk-na-Amure, Russia). - Springer Cham, 2025. - P. 199-212. - ISBN 9783031905469, DOI 10.1007/978-3-031-90546-9_14.
Аннотация:The research analyzes the use of the Kolmogorov-Smirnov mathematical test to identify the statistical significance of the vectors of the digital twin of the enterprise. The theoretical foundations of this test, including its mathematical formulation and application conditions, have been studied. Criteria for the significance of vectors are defined, taking into account the specifics of the data and the goals of the analysis. The null and alternative hypotheses regarding the significance of the selected set of vectors are formulated. The maximum vertical deviation between the empirical data distribution function and the theoretical distribution is calculated. The critical estimate of the level of significance of the test for making decisions about hypotheses has been established. The analysis of the results with conclusions about the influence of vectors on the modeling and optimization of the system is carried out.
