{"id":7257,"date":"2021-04-19T10:05:33","date_gmt":"2021-04-19T07:05:33","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=7257"},"modified":"2021-08-05T12:49:09","modified_gmt":"2021-08-05T09:49:09","slug":"%d0%bc%d0%b5%d1%82%d0%be%d0%b4%d0%b8-%d1%82%d0%b0-%d1%81%d0%b8%d1%81%d1%82%d0%b5%d0%bc%d0%b8-%d1%88%d1%82%d1%83%d1%87%d0%bd%d0%be%d0%b3%d0%be-%d1%96%d0%bd%d1%82%d0%b5%d0%bb%d0%b5%d0%ba%d1%82%d1%83","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=7257","title":{"rendered":"\u041c\u0435\u0442\u043e\u0434\u0438 \u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443"},"content":{"rendered":"

<\/p>\n

\u041c\u0415\u0422\u041e\u0414\u0418 \u0422\u0410 \u0421\u0418\u0421\u0422\u0415\u041c\u0418 \u0428\u0422\u0423\u0427\u041d\u041e\u0413\u041e \u0406\u041d\u0422\u0415\u041b\u0415\u041a\u0422\u0423<\/p>\n

METHODS AND SYSTEMS OF ARTIFICIAL INTELLIGENCE<\/p>\n

\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 17-21. \u041d\u043e\u043c\u0435\u0440: \u21161, 2021 (293)<\/strong> \"\"<\/a>
\n\u0410\u0432\u0442\u043e\u0440\u0438:<\/strong>
\n\u0412.\u0412. \u0411\u0410\u0422\u0410\u0420\u0415\u0404\u0412
\n\u0414\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0435\u043a\u043e\u043d\u043e\u043c\u0456\u043a\u0438 \u0456 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0439
\nVIKTOR BATAREYEV
\nState University of Economics and Technology
\nDOI:<\/strong> https:\/\/www.doi.org\/10.31891\/2307-5732-2021-293-1-17-21<\/a>
\n\u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review :<\/strong> 05.01.2021 \u0440.
\n\u041d\u0430\u0434\u0440\u0443\u043a\u043e\u0432\u0430\u043d\u0430\/Printed :<\/strong> 10.03.2021 \u0440.<\/p>\n

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\n\u041d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0456\u0441\u0442\u044c \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u044f \u0432\u0438\u0441\u043e\u043a\u043e\u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u044c \u0442\u0430 \u0432\u043f\u0440\u043e\u0432\u0430\u0434\u0436\u0435\u043d\u043d\u044f \u0456\u043d\u043d\u043e\u0432\u0430\u0446\u0456\u0439\u043d\u0438\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0439 \u0432\u0438\u043c\u0430\u0433\u0430\u044e\u0442\u044c \u0447\u0456\u0442\u043a\u043e\u0433\u043e \u0440\u043e\u0437\u0443\u043c\u0456\u043d\u043d\u044f \u0442\u0430 \u0432\u0434\u043e\u0441\u043a\u043e\u043d\u0430\u043b\u0435\u043d\u043d\u044f \u0456\u0441\u043d\u0443\u044e\u0447\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u0456\u0432 \u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443, \u0430\u0434\u0436\u0435 \u0432\u0456\u0434 \u0446\u044c\u043e\u0433\u043e \u0437\u0430\u043b\u0435\u0436\u0438\u0442\u044c \u0440\u043e\u0437\u0432\u0438\u0442\u043e\u043a \u0440\u0456\u0437\u043d\u0438\u0445 \u0441\u0444\u0435\u0440 \u0441\u0443\u0441\u043f\u0456\u043b\u044c\u043d\u043e\u0433\u043e \u0436\u0438\u0442\u0442\u044f. \u0417\u0432\u0430\u0436\u0430\u044e\u0447\u0438 \u043d\u0430 \u043f\u043e\u0437\u0438\u0442\u0438\u0432\u043d\u0443 \u0434\u0438\u043d\u0430\u043c\u0456\u043a\u0443 \u0432\u043f\u0440\u043e\u0432\u0430\u0434\u0436\u0435\u043d\u043d\u044f \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0456\u0432 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443 \u0443 \u0440\u043e\u0437\u0440\u043e\u0431\u043a\u0443 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0439 \u0441\u0443\u0447\u0430\u0441\u043d\u043e\u0441\u0442\u0456, \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f \u0444\u0443\u043d\u0434\u0430\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u0438\u0445 \u043f\u0438\u0442\u0430\u043d\u044c \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443, \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0437\u0430\u043b\u0438\u0448\u0430\u0442\u0438\u043c\u0435\u0442\u044c\u0441\u044f \u0432\u0430\u0433\u043e\u043c\u0438\u043c \u043d\u0430\u043f\u0440\u044f\u043c\u043a\u043e\u043c \u043d\u0430\u0443\u043a\u043e\u0432\u0438\u0445 \u043f\u043e\u0448\u0443\u043a\u0456\u0432.
\n\u041c\u0435\u0442\u043e\u0434\u0438 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443 \u043f\u043e\u0454\u0434\u043d\u0443\u044e\u0442\u044c \u043c\u0435\u0442\u043e\u0434\u0438 \u0430\u043d\u0430\u043b\u0456\u0437\u0443 \u0442\u0430 \u0441\u0438\u043d\u0442\u0435\u0437\u0443, \u043c\u0435\u0442\u043e\u0434\u0438 \u043e\u0431\u0447\u0438\u0441\u043b\u044e\u0432\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443, \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0442\u0430 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0443\u0432\u0430\u043d\u043d\u044f, \u043c\u0435\u0442\u043e\u0434\u0438 \u043f\u043e\u0448\u0443\u043a\u0443 \u0440\u0456\u0448\u0435\u043d\u044c \u0442\u0430 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044f \u0437\u0430\u0432\u0434\u0430\u043d\u044c \u0442\u0430 \u0431\u0430\u0433\u0430\u0442\u043e \u0456\u043d\u0448\u0438\u0445. \u041f\u043e\u043d\u044f\u0442\u0442\u044f \u0442\u0430 \u043e\u0441\u043e\u0431\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0438\u0441\u0442\u0435\u043c \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443 \u0443 \u0441\u0432\u043e\u044e \u0447\u0435\u0440\u0433\u0443 \u0440\u043e\u0437\u043a\u0440\u0438\u0432\u0430\u0454\u0442\u044c\u0441\u044f \u0437\u0430\u0432\u0434\u044f\u043a\u0438 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0438\u043c \u043c\u0435\u0440\u0435\u0436\u0430\u043c, \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u00a0 \u043d\u0435\u0447\u0456\u0442\u043a\u043e\u0457 \u043b\u043e\u0433\u0456\u043a\u0438, \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u0438\u043c\u00a0 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c, \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u00a0 \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u043c\u0438\u0441\u043b\u0435\u043d\u043d\u044f.
\n\u041c\u0435\u0442\u043e\u0434\u0430\u043c \u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443 \u0432\u0456\u0434\u0432\u043e\u0434\u0438\u0442\u044c\u0441\u044f \u0432\u0430\u0436\u043b\u0438\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0443 \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u0456 \u0442\u0430 \u0437\u0434\u043e\u0431\u0443\u0442\u0456 \u043d\u043e\u0432\u0438\u0445 \u0437\u043d\u0430\u043d\u044c, \u0440\u043e\u0437\u0432\u0438\u0442\u043a\u0443 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c, \u0432\u0434\u043e\u0441\u043a\u043e\u043d\u0430\u043b\u0435\u043d\u043d\u0456 \u0442\u0430 \u043f\u043e\u0431\u0443\u0434\u043e\u0432\u0456 \u0435\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u0438\u0445 \u043f\u0440\u0438\u0441\u0442\u0440\u043e\u0457\u0432 \u0442\u0430 \u0440\u043e\u0431\u043e\u0442\u0456\u0432. \u0410\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0456 \u0432\u0438\u043c\u043e\u0433\u0438 \u0434\u043e \u0440\u043e\u0437\u0432\u0438\u0442\u043a\u0443 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0439 \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0442\u044c \u0432\u0438\u0441\u043e\u043a\u0456 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0438 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457 \u0456 \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f \u0441\u0438\u0441\u0442\u0435\u043c, \u044f\u043a\u0456 \u0431\u0430\u0437\u0443\u044e\u0442\u044c\u0441\u044f \u043d\u0430 \u0448\u0442\u0443\u0447\u043d\u043e\u043c\u0443 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0456, \u0439\u043e\u0433\u043e \u043c\u0435\u0442\u043e\u0434\u0430\u0445 \u0442\u0430 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0430\u0445.
\n\u0414\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f \u0432\u043a\u0430\u0437\u0430\u043d\u043e\u0457 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u0442\u0438\u043a\u0438 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0443\u0454, \u0449\u043e \u0456\u0441\u043d\u0443\u044e\u0447\u0456 \u043c\u0435\u0442\u043e\u0434\u0438 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443 \u043d\u0435 \u043c\u0430\u044e\u0442\u044c \u0447\u0456\u0442\u043a\u043e\u0457 \u0432\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043e\u0441\u0442\u0456, \u043e\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0448\u0442\u0443\u0447\u043d\u0438\u0439 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442 \u0437\u043d\u0430\u0445\u043e\u0434\u0438\u0442\u044c\u0441\u044f \u0432 \u043f\u043e\u0441\u0442\u0456\u0439\u043d\u043e\u043c\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0456 \u0440\u043e\u0437\u0432\u0438\u0442\u043a\u0443 \u0442\u0430 \u0432\u0438\u043a\u043e\u043d\u0430\u043d\u043d\u044f \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0445 \u0444\u0443\u043d\u043a\u0446\u0456\u0439.\u00a0 \u0423\u0437\u0430\u0433\u0430\u043b\u044c\u043d\u0435\u043d\u043d\u044f \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u0445 \u043d\u0430\u043f\u0440\u044f\u043c\u0456\u0432, \u043c\u0435\u0442\u043e\u0434\u0456\u0432 \u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443 \u0434\u043e\u0437\u0432\u043e\u043b\u0438\u0442\u044c \u043f\u0440\u043e\u0441\u043b\u0456\u0434\u043a\u0443\u0432\u0430\u0442\u0438 \u0434\u0438\u043d\u0430\u043c\u0456\u043a\u0443 \u0440\u043e\u0437\u0432\u0438\u0442\u043a\u0443 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0442\u0430 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0439.
\n\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u0448\u0442\u0443\u0447\u043d\u0438\u0439 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442, \u043c\u0435\u0442\u043e\u0434\u0438 \u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0438, \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u0456 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457, \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u043d\u0456 \u043c\u043e\u0434\u0435\u043b\u0456.<\/p>\n

\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n

Research and understanding of artificial intelligence is a topical area of domestic and foreign science. Artificial intelligence systems are actively implemented in various spheres of public life, improve technological processes and allow to solve complex intellectual problems. The definition of methods and systems of artificial intelligence allows a more thorough look at the essential characteristics of this scientific field and to form conceptual models and techniques for the implementation of acquired knowledge in practice.
\nThe article considers various methods and systems related to the formation, development and application of artificial intelligence models. Classification approaches to the definition of the main directions and methods of artificial intelligence in the domestic scientific thought are revealed. Attention is paid to the relationship between the process of using methods and systems of artificial intelligence in decision-making, problem solving, construction of modern technologies, maintenance of technological processes.
\nThe need for highly effective research and the introduction of innovative technologies require a clear understanding and improvement of existing methods and systems of artificial intelligence, because it depends on the development of various spheres of public life. Given the positive dynamics of the introduction of elements of artificial intelligence in the development of modern technologies, the study of fundamental issues of artificial intelligence, intelligent systems will remain an important area of scientific research.
\nArtificial intelligence methods combine methods of analysis and synthesis, methods of computational intelligence, modeling and forecasting, methods of finding solutions and presenting problems and much more. The concept and features of artificial intelligence systems, in turn, are revealed through neural networks, fuzzy logic systems, expert systems, thinking modeling systems.
\nMethods and systems of artificial intelligence are important in the creation and acquisition of new knowledge, development of information systems, improvement and construction of electronic devices and robots. Current requirements for the development of intelligent technologies include high standards of organization and application of systems based on artificial intelligence, its methods and algorithms.
\nThe study of this issue demonstrates that the existing methods of artificial intelligence do not have a clear definition, because artificial intelligence is in a constant process of development and performance of intellectual functions. Generalization of the main directions, methods and systems of artificial intelligence will allow to trace the dynamics of development of information systems and technologies.
\nKeywords:<\/strong> artificial intelligence, methods and systems, information technologies, mathematical models.<\/p>\n

References<\/strong><\/p>\n

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