Title :
The new modeling method to the sequence with grey exponential law
Author :
Shen, Ying ; Wei, Yong
Author_Institution :
Coll. of Math., Jining Univ., Qufu, China
Abstract :
To study raw series of non-homogeneous grey exponent law, this paper models the raw series without accumulating generator operation, optimizes derivative, and fits the raw series by non-homogeneous exponential function. At the same time, the paper has widened the range of application from homogeneous exponential function to non-homogeneous exponential function effectively and avoids the problem that accumulating generator operation may lower the exponent law. This method simplifies the computation steps, and is more easily modeling. From the proof and examples, the model in this paper has great advantage in simulation and prediction precision.
Keywords :
forecasting theory; grey systems; optimisation; grey exponential law; nonhomogeneous exponential function; optimization; prediction precision; raw series; Computational modeling; Data envelopment analysis; Differential equations; Helium; Information analysis; Intelligent systems; Mathematics; Optimization methods; Predictive models; Time factors;
Conference_Titel :
Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4914-9
Electronic_ISBN :
978-1-4244-4916-3
DOI :
10.1109/GSIS.2009.5408285