ISSN 1991-2927
 

ACP № 1 (59) 2020

Author: "Irina Grigorievna Perfilyeva"

Nadezhda Glebovna Yarushkina, [e-mail: mars@mv.ru]N. Yaroushkina,

Tatiana Vasilievna Afanaseva, [e-mail: mars@mv.ru] T. Afanasyeva,

Irina Grigorievna Perfilyeva, [e-mail: mars@mv.ru] I. Perfilyeva

Integral Method of Fuzzy Modeling and Analysis of Fuzzy Tendencies 20_9.pdf

The article deals with a new method of modeling of time series, which integrates intel-lectual methods of task solution concerning knowledge extraction from time series not only in numerical form but also in the form of linguistic description of levels and elementary tendencies.

Fuzzy model, time series, fuzzy tendency, knowledge extraction, forecast.

2010_ 2

Sections: Theoretical issues of automation of command and control processes

Subjects: Artificial intelligence.


Nadezhda Glebovna Yarushkina, [e-mail: mars@mv.ru]N. Yaroushkina,

Irina Grigorievna Perfilyeva, [e-mail: mars@mv.ru] I. Perfilyeva,

Andrey Gennadievich Igonin, [e-mail: mars@mv.ru] A. Igonin,

Anton Alexeevich Romanov, [e-mail: mars@mv.ru] A. Romanov,

Tagir Ragatovich Younusov, [e-mail: mars@mv.ru] T. Yunusov,

Valeriia Vadimovna Shishkina, [e-mail: mars@mv.ru] V. Shishkina

Development of Internet-service Integrating Fuzzy Modeling and Analysis of Fuzzy Tendencies of Time Series 20_10.pdf

The article presents an implementation of a new service-oriented architecture of a new fuzzy-modeling method. The novelty of the got software in the form of Internet-service consists in the implementation of a new integral method of fuzzy modeling and analysis of fuzzy tendencies of time series in order to increase management-decision efficiency as well as in the accounting of new management requirements for reduction of costs concerning maintenance, operation and update/upgrade of software and hardware. The integral-method analysis results in the fact that the error of short-term forecast precision does not exceed 20%, the errors of short-term forecast of fuzzy-tendency types are equal to 0.

Intellectual system, decision-making, internet-service, fuzzy modeling, forecast of time series.

2010_ 2

Sections: Theoretical issues of automation of command and control processes

Subjects: Artificial intelligence.


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