Title :
A new forecasting model of grey neural network
Author_Institution :
Coll. of Comput. Eng., Qingdao Technol. Univ., Qingdao
Abstract :
A new generalized GM(1,1) model based on the traditional GM(1,1) model or GGNNM(1,1) model is presented in this paper. The new forecasting model combines the generalized GM(1,1) model and the theory of neural network. The algorithm is given out to solve this new model. Finally, this new model is applied in forecasting the amount of mine gas emission. The forecasting results show that the GGNNM(1,1) model has the advantages in applicability, high forecasting precision and simple in computing.
Keywords :
forecasting theory; grey systems; neural nets; Grey neural network; forecasting model; forecasting precision; generalized model; neural network theory; Neural networks; Predictive models; Forecasting model; Grey models; Grey neural network;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597277
