Title :
Neural Network Based Parameters Whiten Method Study of Gray Differential Equations
Author :
Zhong, Luo ; Guo, Cuicui ; Song, Huazhu
Author_Institution :
Sch. of Comput. Sci. & Technol., Wuhan Univ. of Technol., Wuhan
Abstract :
Building a relevant mathematical model for a certain system is a main aim for studies on a system. This paper applies neural network to whiten parameters in gray differential equations. After summarizing the main characters of these parameters, whiten procedures of GNNM (1,1) and GNNM (1,2) are deduced. Then the final gray differential equations can be expressed. An application shows the precision and efficiency difference between traditional method and method explained in this paper. And proves the priorities of this whiten method.
Keywords :
differential equations; grey systems; neural nets; GNNM; gray differential equations; neural network; whiten method; Communication system control; Computer network management; Computer networks; Computer science; Differential equations; Mathematical model; Neural networks; Technology management; differential equation; gray; neural network; whiten;
Conference_Titel :
Computing, Communication, Control, and Management, 2008. CCCM '08. ISECS International Colloquium on
Conference_Location :
Guangzhou
Print_ISBN :
978-0-7695-3290-5
DOI :
10.1109/CCCM.2008.272