DocumentCode
3410570
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
fYear
2009
fDate
10-12 Nov. 2009
Firstpage
330
Lastpage
334
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/GSIS.2009.5408296
Filename
5408296
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