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Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics, 2009, Number 2, Pages 161–165
(Mi vagtu264)
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COMPUTER SOFTWARE AND COMPUTING EQUIPMENT
Management method of the computer network on the basis of neural networks
V. D. Semeykin, A. V. Skupchenko Astrakhan State Technical University
Abstract:
The object of the investigation is telecommunication systems and data transmission networks, neuronet models and their application for the solution of communication problems. The objective of the work is studying and creation neuronet models for the solution of the management problem of a data transmission network. Neuronet models on the basis of artificial neural networks for the effective solution of the following telecommunication problems: management of switching, traffic forecasting, traffic control are studied and developed in the course of the work. The basic technical features are: construction of the algorithm of decision-making on the basis of artificial neural networks and their application for the solution of telecommunication problems.
Keywords:
artificial neural networks, telecommunications, computer networks, architecture of a network, traffic, forecast, information processing.
Received: 01.10.2009
Citation:
V. D. Semeykin, A. V. Skupchenko, “Management method of the computer network on the basis of neural networks”, Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, 2009, no. 2, 161–165
Linking options:
https://www.mathnet.ru/eng/vagtu264 https://www.mathnet.ru/eng/vagtu/y2009/i2/p161
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Abstract page: | 250 | Full-text PDF : | 133 | References: | 24 | First page: | 1 |
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