论文信息 - Multi-variable grey dynamic forecasting model based on complex network

Multi-variable grey dynamic forecasting model based on complex network

Multi-variable grey dynamic forecasting model is a main model of grey systems theory. In this paper, we constructed the discrete grey model of multi-variables. We contrasted the model with GM (n, h) model and the result showed two models are equal to each other through data transformation. Then we could build the bridge of discrete grey model and traditional grey model. Based on this conclusion we researched the affections multiple transformations caused to discrete grey model of multi-variables. And the results show that the values of simulative and predicative are only dependent on the multiple transformations to the main variable and independent to other variables. Relative errors are independent to all the variables. It is benefit to research on other grey models.

[1] Hsien-Che Lai,et al. A variable P value rolling Grey forecasting model for Taiwan semiconductor industry production , 2005 .

[2] Yong-Huang Lin,et al. Novel high-precision grey forecasting model , 2007 .

[3] Chin-Tsai Lin,et al. Forecast of the output value of Taiwan's opto-electronics industry using the Grey forecasting model , 2003 .

[4] J. Deng,et al. Introduction to Grey system theory , 1989 .

[5] Deng Ju-Long,et al. Control problems of grey systems , 1982 .

[6] Liu Si-fen,et al. The Range Suitable for GM (1,1) , 2000 .

[7] Ruiyun Qi,et al. A parameter estimation based adaptive actuator failure compensation control scheme , 2011 .

[8] Chaug-Ing Hsu,et al. IMPROVED GREY PREDICTION MODELS FOR THE TRANS-PACIFIC AIR PASSENGER MARKET , 1998 .

[9] Yi Lin,et al. Grey Information - Theory and Practical Applications , 2005, Advanced Information and Knowledge Processing.

[10] Chia-Yon Chen,et al. Applications of improved grey prediction model for power demand forecasting , 2003 .

[11] Liu Si-feng,et al. Discrete GM(1,1) and Mechanism of Grey Forecasting Model , 2005 .

[12] Tzu-Li Tien. A research on the prediction of machining accuracy by the deterministic grey dynamic model DGDM(1, 1, 1) , 2005, Appl. Math. Comput..

[13] Yi Lin,et al. A SYSTEMIC ANALYSIS WITH DATA (II) , 2000 .

[14] S. Jilin,et al. Existence of equilibrium for economies with infinitely many commodities and infinitely countable consumers , 1999 .