Title :
The Prediction Research on the Transport & Storage of Guangdong in China with the GMDH Algorithm Method
Author :
Liao, Zhi-Gao ; Xiang, Gui-yun ; Lu, Cheng-yu
Author_Institution :
Manage. Dept., Guangxi Univ. of Technol., Liuzhou, China
Abstract :
This paper uses GMDH method to establish a prediction model to forecast the output value of transport & storage of Guangdong in China, since the original samples of the output value of transport & storage are less enough to be used with the traditional methods. Compared with traditional linear regression and artificial neural network, the predicted results show that GMDH method is an effective way to predict car ownership with a small sample of history data in the complex economic system.
Keywords :
data handling; neural nets; prediction theory; regression analysis; storage; transportation; China; GMDH algorithm method; Guangdong storage; Guangdong transport; artificial neural network; car ownership; group method of data handling; linear regression; prediction model; Artificial neural networks; Biological system modeling; Data models; History; Industries; Predictive models; Presses; GMDH; data mining; transport & storage;
Conference_Titel :
Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-8333-4
DOI :
10.1109/ISDEA.2010.214