Title :
An approach of the grey modeling based on ax + b,sin x over x transformation
Author :
Shao, Yi ; Wei, Yong ; Su, Hai-jun
Author_Institution :
Dept. of Math. & Inf., China West Normal Univ., Nanchong, China
Abstract :
This paper point out the method of ax + b and sin x/ x function transformation against the modeling data. Proving that ax + b( 0 <; a <;1, b> or -1<; a <; 0, b > 0, x<; -b/2a), sin x/ x (2 kπ <; x <; 2 kπ + π/2) could improve the smoothness of data, reduces the information difference and class ratio dispersion, ax + b is more effective than x + b when 0 <; a <; 1,b > or -1<; a <; 0, b > 0, x<;-b(a+1)/2a, sin x / x is more effective than cos x when 2 kπ <; × <; 2 kπ + π/4.
Keywords :
functional analysis; grey systems; class ratio dispersion; function transformation; grey modeling; information difference; Art; Data models; Dispersion; Economics; Intelligent control; Mathematical model; GM(1,1) model; class ratio dispersion; information difference; smooth degree of data;
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.2010.5553957