DocumentCode
1689182
Title
Improvement of background value and its application in non-equidistance GM (1, 1) modeling
Author
Wei, Xiong ; Aiping, Yang ; Wenzhan, Dai
Author_Institution
Dept. of Autom. Control, Zhejiang Sci-Tech Univ., Hangzhou, China
fYear
2010
Firstpage
5919
Lastpage
5923
Abstract
Based on the geometric explanation of integral, a new construction method of GM(1,1)´s background value for non-equidistance sequence is put forward by using approach that actual area is substituted by summation of small rectangle area and small echelon area. Because the method is able to optimize the result of modeling, so the GM(1,1)´s fitting precision and prediction precision are advanced greatly The method is applied in building model of relation between titanium alloy fatigue strength and temperature change, the result proves its validity and enlarges the scope of GM(1,1) ´s application wildly.
Keywords
grey systems; modelling; sequences; titanium alloys; echelon area; grey model; nonequidistance sequence; prediction precision; rectangle area; Biological system modeling; Data models; Fatigue; Fitting; Mathematical model; Predictive models; Background value; Grey Model; Non-equidistance;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554504
Filename
5554504
Link To Document