Title :
The discrete grey prediction model based on optimized initial value
Author :
Yao, Tianxiang ; Gong, Zaiwu ; Zhu, Xiaodong ; Gao, Hong
Author_Institution :
Coll. of Econ. & Manage., Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
Abstract :
When GM (1, 1) model is applied to simulate a pure exponential sequence, the errors usually occur. There are many kinds of limitation to the development coefficient and the primary sequence. The characteristics of the discrete GM (1, 1) model are analogous to the GM (1, 1) model. It can be regarded as the precise form of the formal model. The paper studied the growth rate of the simulation values under different initial values of discrete GM (1, 1) model. Applying optimization technique to solve the initial value, it proved that the modified discrete GM(1,1) model can perfectly simulate the exponential sequence.
Keywords :
grey systems; initial value problems; optimisation; GM(1,1) model; development coefficient; discrete grey prediction model; exponential sequence; formal model; growth rate; optimization technique; optimized initial value; primary sequence; simulation values; Curve fitting; Engineering management; Error correction; Information science; Intelligent systems; Optimization methods; Predictive models; Solid modeling; Technology management; 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.2009.5408296