Title :
The Non-equidistant Optimum GM(1,1) with Modified nth Component be Taken as Initial Value and Its Application to Metal Cutting
Author :
Luo, Youxin ; Che, Xiaoyi
Author_Institution :
Dept. of Mech. Eng., Hunan Univ. of Arts & Sci., Changde, China
Abstract :
Based on the exponential trait of grey model and the definition of integral, the reconstruction method of GM(1, 1) modelpsilas background value of non-equal distance sequence was put forward and a kind of non-equidistant optimum grey model GM(1, 1) with optimizing modified the nth components taken as initial value to test data process was proposed, the method of precision inspection was introduced. The example was given. The method can be used for model establishing on equal interval, as well as on non-interval. Moreover, GM(1, 1) modelpsilas fitting precision and prediction is advanced and the scope of application is enlarged. The model is simple and practical, and has a generalizing value in metal cutting data process.
Keywords :
curve fitting; cutting; data handling; grey systems; metalworking; production engineering computing; exponential trait; metal cutting; metal cutting data process; model fitting precision; nonequal distance sequence; test data process; Art; Data processing; Fitting; Inspection; Mathematical model; Mechanical engineering; Optimization methods; Predictive models; Reconstruction algorithms; Testing; background value; data processing; grey model; metal cutting; non-equidistant sequence; optimizing;
Conference_Titel :
Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-0-7695-3699-6
DOI :
10.1109/APCIP.2009.145