DocumentCode :
2833215
Title :
Application of fuzzy clustering method in analysis correlative of indicators of water resources system
Author :
Yu, Xuefeng ; Zhang, Zhongyuan ; Sun, Yingna
Author_Institution :
Sch. of Hydraulic & Electr. Eng., Heilongjiang Univ., Harbin, China
fYear :
2012
fDate :
June 30 2012-July 2 2012
Firstpage :
593
Lastpage :
595
Abstract :
Fuzzy clustering method (FCM) is widely used in recognition partition without evaluation criterion. Generally, FCM obtained the clustering center Matrix (CCM) by using the shortest distance from each indicator to undetermined clustering center, and divided the samples into different classes. It did not pay attention to the correlative of indicators. This paper puts forward the method that how to use FCM to analyze correlative of indicators. In order to achieve the goal as above, the fuzzy clustering iterative model (FCIM), which is proposed by Chen, is introduced in this paper. Two situations are analyzed. One is that the bigger index value the better evaluation result it will be, and the other one is opposite. This case study shows that the satisfactory result is obtained.
Keywords :
fuzzy set theory; pattern clustering; water resources; clustering center matrix; correlative of indicators; evaluation criterion; fuzzy clustering iterative model; fuzzy clustering method; recognition partition; water resources system; Cities and towns; Economic indicators; Educational institutions; Eigenvalues and eigenfunctions; Forecasting; Indexes; Water resources; correlative of indicators; fuzzy clustering model; water resource;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Science and Engineering (ICSSE), 2012 International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-1-4673-0944-8
Electronic_ISBN :
978-1-4673-0943-1
Type :
conf
DOI :
10.1109/ICSSE.2012.6257256
Filename :
6257256
Link To Document :
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