DocumentCode
2483389
Title
The research on GM(1,1) based on simple Gaussian function transformation
Author
Le Liu ; Wang, Hongguo ; Wang, Baowei
Author_Institution
Sch. of Manage. & Econ., Shandong Normal Univ., Jinan
fYear
2008
fDate
25-27 June 2008
Firstpage
2589
Lastpage
2594
Abstract
This paper proposed a new method to enhance the smooth degree of the data series based on simple Gaussian function lscr-x 2. It was proved that the new method was effective and its effect was better than logarithmic-power function transformation theoretically. When all the values of the whole data series ranged from 1 to lscr , this method still could improve prediction precision. Grey models of yield of aquatic products and population in China recent years were built by means of the proposed method at the end of the paper respectively. Their results show the effectiveness and robustness of the proposed method.
Keywords
Gaussian processes; queueing theory; series (mathematics); Gaussian function equation; aquatic products; data series; grey models; logarithmic-power function transformation; simple Gaussian function transformation; Automation; Data engineering; Electronic mail; Engineering management; Information science; Intelligent control; Paper technology; Robustness; Technology management; gaussian function; grey model; smooth degree;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593330
Filename
4593330
Link To Document