Discrete grey forecasting model and its optimization

作者：Xie Nai ming^*; Liu Si feng

来源：Applied Mathematical Modelling, 2009, 33(2): 1173-1186.

DOI：10.1016/j.apm.2008.01.011

• Grey forecasting model
• Discrete
• Pure index sequence
• Accumulating generation

Although the grey forecasting model has been Successfully adopted in various fields and demonstrated promising results, the literatures show its performance could be further improved. For this purpose, this paper proposes a novel discrete grey forecasting model termed DGM model and a series of optimized models of DGM. This paper modifies the algorithm of GM(l, 1) model to enhance the tendency catching ability. The relationship between the two models and the forecasting precision of DGM model based oil the pure index sequence is discussed. And further studies oil three basic forms and three optimized forms of DGM model are also discussed. As shown in the results, the proposed model and its optimized models can increase the prediction accuracy. When the system is stable approximately, DGM model and the optimized models can effectively predict the developing system. This work contributes significantly to improve grey forecasting theory and proposes more novel grey forecasting models.

• 出版日期2009-2
• 单位南京航空航天大学