The Application of Hybrid Intelligence Systems for Dynamic Data Analysis

Tvoroshenko, I.; Gorokhovatskyi, V.

Публікація:
The Application of Hybrid Intelligence Systems for Dynamic Data Analysis

dc.contributor.author	Tvoroshenko, I.
dc.contributor.author	Gorokhovatskyi, V.
dc.date.accessioned	2022-03-18T19:08:04Z
dc.date.available	2022-03-18T19:08:04Z
dc.date.issued	2022
dc.description.abstract	The paper presents the results of scientific research, which were carried out under the set goal and solve the urgent task of developing and improving methods, models, and information technologies for assessing the states of complex spatially distributed objects based on evolutionary interval fuzzy models. A hybrid model for evaluating spatially distributed objects is proposed, which integrates developed fuzzy color Petri nets, models of deterministic, stochastic, and fuzzy knowledge bases, and the logic of manifestation of their interaction. The development allows increasing the probability of making decisions while reducing the dimension of the model by expanding the color function and the function of displaying spatial data. Alternative methods and tools for operational analysis in information technologies for assessing the states of complex spatially distributed objects have been introduced. This made it possible to reduce the influence of the subjective factor on the assessment results and increase the reliability of decisions made while reducing the time spent.	uk_UA
dc.identifier.citation	Tvoroshenko I., and Gorokhovatskyi V. (2022) The Application of Hybrid Intelligence Systems for Dynamic Data Analysis, International Journal of Engineering and Information Systems, 6(2), pp. 40-48.	uk_UA
dc.identifier.issn	2643-640X
dc.identifier.other	Available online: http://ijeais.org/wp-content/uploads/2022/2/IJEAIS220204.pdf
dc.identifier.uri	https://openarchive.nure.ua/handle/document/19878
dc.language.iso	en	uk_UA
dc.publisher	International Journal of Engineering and Information Systems	uk_UA
dc.subject	fuzzy logic	uk_UA
dc.subject	membership functions	uk_UA
dc.subject	hybrid model	uk_UA
dc.subject	colored Petri nets	uk_UA
dc.subject	evolutionary interval fuzzy model	uk_UA
dc.subject	dynamic data	uk_UA
dc.title	The Application of Hybrid Intelligence Systems for Dynamic Data Analysis	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication