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
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;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554504