DocumentCode
3202108
Title
GDAT - A collection of software tools on grey-based approaches supported by MATLAB
Author
Yamaguchi, Daisuke ; Li, GuoDong ; Nagai, Masatake
Author_Institution
Grad. Sch. of Natural Sci. & Technol., Okayama Univ., Okayama
fYear
2007
fDate
25-28 Nov. 2007
Firstpage
290
Lastpage
295
Abstract
This paper presents a software package on grey-based approaches named a GDAT (grey-based data analysis toolbox). In recent years, a lot of new grey-based approaches are suggested and applied to, and then the users will demand more evolutionary tools. This package covers grey relational analysis, grey incidence analysis, the grey arithmetic operation, the grey lattice operation, whitening functions, grey structural modeling (GSM), grey classification network (GCN), the grey K-means and grey-rough approximation. These tools are developed by MATLAB with powerful scientific functions, graphic support and various kinds of data-importing support. Components of the current GDAT version and some demonstrations with screen-shots are presented in this paper. The advantages of the proposal include: the GDAT components are free of use, some script codes are on public for use and the latest grey-based models are implemented.
Keywords
approximation theory; evolutionary computation; grey systems; mathematics computing; software tools; MATLAB; data-importing support; evolutionary tools; grey classification network; grey lattice operation; grey structural modeling; grey-based approaches; grey-based data analysis toolbox; grey-rough approximation; software tools; whitening functions; Arithmetic; Data analysis; GSM; Graphics; Lattices; MATLAB; Mathematical model; Packaging; Software packages; Software tools;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent and Advanced Systems, 2007. ICIAS 2007. International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4244-1355-3
Electronic_ISBN
978-1-4244-1356-0
Type
conf
DOI
10.1109/ICIAS.2007.4658393
Filename
4658393
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