DocumentCode :
2741600
Title :
A Realization Algorithm of Grey Structural Modeling with MATLAB
Author :
Yamaguchi, Daisuke ; Li, GuoDong ; Mizutani, Kozo ; Akabane, Takahiro ; Nagai, Masatake ; Kitaoka, Masatoshi
Author_Institution :
Graduate Sch. of Eng., Kanagawa Univ., Yokohama
fYear :
2006
fDate :
7-9 June 2006
Firstpage :
1
Lastpage :
6
Abstract :
Grey structural modeling (GSM in short) is a new approach of system modeling methods succeeding to ISM and FSM. GSM has two procedures: estimating a hierarchy of given elements, estimating paths among given elements. The former procedure is constructed from complex equations. In this paper we developed one realization algorithm of the GSM procedure. The main problem we should solve is how to group given elements into several classes and to decide their hierarchy. We are possible to group analyzing an error matrix which is obtained from the localized grey relational grade, and we are also possible to decide their hierarchy according to the localized grey relational grade. We used the topological-based grey relational analysis. These procedures are shown as a pseudo language with several figures, and are realized by MATLAB. Several examples applied with the developed program are shown in this paper
Keywords :
grey systems; mathematics computing; modelling; MATLAB; grey structural modeling; grey theory; localized grey relational grade; system modeling; topological-based grey relational analysis; Computational Intelligence Society; Cybernetics; Equations; Error analysis; Fuzzy systems; GSM; MATLAB; Mathematical model; Modeling; GSM; Grey Theory; Matlab; System Modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cybernetics and Intelligent Systems, 2006 IEEE Conference on
Conference_Location :
Bangkok
Print_ISBN :
1-4244-0023-6
Type :
conf
DOI :
10.1109/ICCIS.2006.252265
Filename :
4017824
Link To Document :
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