DocumentCode
593171
Title
A Modified Grey Neural Network GNNM (1, 1) Model Based on Momentun and Its Application
Author
Shen Yan ; Bao Jie ; Sun Hongying
Author_Institution
Coll. of Sci., Harbin Eng. Univ., Harbin, China
fYear
2012
fDate
6-8 Nov. 2012
Firstpage
405
Lastpage
408
Abstract
To solve the fault forecast problem caused by small samples, a model based on grey neural network GNNM (1,1) is presented. The quadratic momentum is introduced on the base of GNNM (1,1) model and the convergence of the model is proved. The experiment results show that the GNNM (1,1) model based on quadratic momentum has a better prediction results than traditional GNNM (1,1) model.
Keywords
forecasting theory; grey systems; neural net architecture; GNNM (1, 1) model; fault forecast problem; grey neural network; quadratic momentum; Artificial neural networks; Convergence; Data models; Educational institutions; Mathematical model; Predictive models; fault forecast; gray system; neural network; quadratic momentum;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems (GCIS), 2012 Third Global Congress on
Conference_Location
Wuhan
Print_ISBN
978-1-4673-3072-5
Type
conf
DOI
10.1109/GCIS.2012.22
Filename
6449564
Link To Document