DocumentCode :
507007
Title :
Fuzzy Comprehensive Evaluation Based on Rough Set
Author :
Chen Dingjun
Author_Institution :
Key Lab. of Numerical Simulation of Sichuan Province, Neijiang Normal Univ., Neijiang, China
Volume :
4
fYear :
2009
fDate :
14-16 Aug. 2009
Firstpage :
91
Lastpage :
93
Abstract :
For many evaluation indexes and without the index´s weight, The method of fuzzy comprehensive evaluation based on rough set is put forward. The original evaluation indexes are treated by using the rough set theory and the concept of information entropy to filter the original indexes. The attribute significance of rough set is applied to allocate weight coefficient for the reduced factor indexes with more objective way, which overcomes the subjective factor of the traditional method of determining the weight. Finally, fuzzy comprehensive assessment method is used to get the last result and the accuracy of the assessment results is improved.
Keywords :
fuzzy set theory; rough set theory; fuzzy comprehensive evaluation; information entropy; reduced factor indexes; rough set; weight coefficient allocation; Educational institutions; Filtering theory; Fuzzy sets; Fuzzy systems; Information entropy; Information science; Laboratories; Mathematics; Numerical simulation; Set theory; fuzzy comprehensive assessment; information entropy; rough set; weight;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
Type :
conf
DOI :
10.1109/FSKD.2009.390
Filename :
5359102
Link To Document :
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