Title :
Application of Associated Clustering Analysis of Extension Group Decision-Making
Author :
Zhu, Jiajun ; Zheng, JianGuo ; Xue, Weiye
Author_Institution :
Sch. of Bus. & Manage., Donghua Univ., Shanghai, China
Abstract :
On the basis of the analysis on the theories and methods of fuzzy clustering and extension group decision-making, this paper established an associated clustering model of analysis of extension group decision-making, centered on correlation function and combined fuzzy equivalence relations with extension transformation. Not only does this method take the advantages of dynamic classification in extension group decision-making, but also achieves the subdivision of the decision-making program under uncertainty, conducive to the promotion of the classification results of multi-factor analysis and multi-project evaluation in extension group decision-making. Finally, an example concerning practical problems is given to demonstrate the process of associated clustering and confirmed the truth of the effectiveness of the method.
Keywords :
decision making; fuzzy set theory; group decision support systems; pattern classification; pattern clustering; associated clustering analysis; combined fuzzy equivalence relations; correlation function; dynamic classification; extension group decision-making; fuzzy clustering method; multifactor analysis; multiproject evaluation; Analytical models; Correlation; Decision making; Joints; Production; Uncertainty;
Conference_Titel :
Management and Service Science (MASS), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5325-2
Electronic_ISBN :
978-1-4244-5326-9
DOI :
10.1109/ICMSS.2010.5578494