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Home / Journals / Bulletin of Bryansk state technical university / Volume 2017 Issue 4 / PROCESSING AND PREDICTION OF TIME SERIES IN DIGITAL SYSTEMS OF TELECOMMUNICATIONS AND INFORMATION SYSTEMS OF MANAGEMENT
PROCESSING AND PREDICTION OF TIME SERIES IN DIGITAL SYSTEMS OF TELECOMMUNICATIONS AND INFORMATION SYSTEMS OF MANAGEMENT
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PROCESSING AND PREDICTION OF TIME SERIES IN DIGITAL SYSTEMS OF TELECOMMUNICATIONS AND INFORMATION SYSTEMS OF MANAGEMENT
UDK 62 Инженерное дело. Техника в целом. Транспорт
Kropotov Yuriy
Belov Aleksey 2
Proskuryakov Aleksandr 3
Authors:
2.  Muromskiy institut (filial) Vladimirskogo gosudarstvennogo universiteta im. A.G. i N.G. Stoletovyh (kafedra "Elektronika i vychislitel'naya tehnika", docent)

Murom, Vladimir, Russian Federation
3.  Muromskiy institut (filial) Vladimirskogo gosudarstvennogo universiteta im. A.G. i N.G. Stoletovyh (kafedra "Elektronika i vychislitel'naya tehnika", docent)

Murom, Vladimir, Russian Federation
Type:
Article
DOI:
https://doi.org/10.12737/article_5a02f9ff8fc6f2.12270582
Pages:
from 65 to 70
Status:
Published
Received:
08.11.2017
Accepted:
06.01.2023
Published:
03.10.2017
Subject area:
UDK 62 Инженерное дело. Техника в целом. Транспорт
Language:
Russian
Keywords:
prognozirovanie, parametricheskoe prognozirovanie, neyronnaya set', vremennoy ryad, trehsloynyy perseptron pryamogo rasprostraneniya, informacionnaya sistema
Abstract and keywords
Abstract (English):
Issledovany metody parametricheskogo prognozirovaniya, osnovannye na predstavlenii vremennogo ryada obobschennym mnogochlenom po sisteme lineyno nezavisimyh funkciy, a takzhe algoritmy prognoza, osnovannye na modelyah avtoregressii. Rassmotreny voprosy nahozhdeniya ocenok prognoza posredstvom minimizacii funkcii poter'. Issledovan metod obobscheniya algoritma prognoza s pomosch'yu lineynoy modeli, razrabotannoy s primeneniem tehnologii iskusstvennyh neyronnyh setey (INS). Predstavlena sistema prognozirovaniya s pomosch'yu INS.

Keywords:
prognozirovanie, parametricheskoe prognozirovanie, neyronnaya set', vremennoy ryad, trehsloynyy perseptron pryamogo rasprostraneniya, informacionnaya sistema
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References

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