DocumentCode
167401
Title
Research on the forecast theory for network management based on FCBP nerve network
Author
Zhu Wei ; Zhang Jianjun ; Yang Ruopeng ; Zhao Qian
Author_Institution
Acad. of Nat. Defense Inf., Wuhan, China
fYear
2014
fDate
8-9 May 2014
Firstpage
123
Lastpage
126
Abstract
In the paper, forecast theory is taken into the running quality management of the communication network. The paper discusses some forecast methods, and develops an improved FCBP (Fast Convergence Back Propagation) model. Based on it, the forecast model of the running quality management is designed and implemented. Finally, the comparison between the real data and the stimulation shows that the improved model is more precise than others.
Keywords
backpropagation; forecasting theory; neural nets; telecommunication computing; telecommunication network management; FCBP nerve network; communication network quality management; fast convergence backpropagation; forecast theory; network management; Forecast; Nerve Network; Network management;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Computer and Applications, 2014 IEEE Workshop on
Conference_Location
Ottawa, ON
Type
conf
DOI
10.1109/IWECA.2014.6845573
Filename
6845573
Link To Document