Title :
An Application of Grey Relational Analysis in Clusterng
Author :
Wu, Der-Bang ; Ma, Hsiu-lan ; Chen, J. Wey ; Wu, Shun-Jyh
Author_Institution :
Dept. of Math. Educ., Taichung Univ., Taichung, Taiwan
Abstract :
The grey relational analysis is widely used in many fields, such as education, decision-making in economics, marketing research, medicine, computer science, system modeling, social science, chemistry, management, etc. In this paper, the algorithms between grey relational analysis and fuzzy c-mean are compared. Finally, one real data set was applied to prove that the performance of the Grey Relational Analysis (GRA) is better than those of FCM algorithm.
Keywords :
fuzzy set theory; grey systems; pattern clustering; clustering; fuzzy c mean; grey relational analysis; Accuracy; Algorithm design and analysis; Clustering algorithms; Conferences; Electronic mail; Iris; Measurement; Fuzzy c-Mean; Grey Relational Analysis (GRA); algorithm; clustering;
Conference_Titel :
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-8432-4
DOI :
10.1109/AICI.2010.236
