A Forecasting Model Fuzzy Time Series Type 2 with Hedge Algebraic and Genetic Optimization Algorithm

In order to meet modern requirements for the development of socio-economic problems, it is necessary to develop and improve forecasting models. Existing fuzzy time series (FTS) forecasting models are built on the basis of the theory of fuzzy logic type 1, but the theory of fuzzy logic type 2 shows g...

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Bibliographic Details
Published in:	Automatic control and computer sciences Vol. 59; no. 1; pp. 39 - 51
Main Authors:	Nguyen Thi Thu Dung, Chernenkaya, L. V.
Format:	Journal Article
Language:	English
Published:	Moscow Pleiades Publishing 01.02.2025 Springer Nature B.V
Subjects:	Algebra Computer Science Control Structures and Microprogramming Forecasting Fuzzy logic Fuzzy sets Genetic algorithms Linguistics Neural networks Optimization Semantics Time series Variables genetic algorithm fuzzy type 2 model of time series forecasting fuzzy logic type 2 hedge algebra optimization of forecasting model fuzzification defuzzification type 2
ISSN:	0146-4116, 1558-108X
Online Access:	Get full text
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