DocumentCode :
523681
Title :
A Computation of Core for the Information System
Author :
Shuxin, Tian ; Xiaoping, Wu ; Hongxia, Wang
Author_Institution :
Naval Univ. of Eng., Wuhan, China
Volume :
1
fYear :
2010
fDate :
11-12 May 2010
Firstpage :
54
Lastpage :
56
Abstract :
A lot of methods of attributes reduction are based on the core of the attributes, then using a certain intelligent algorithm to get the attributes whose number is the minimum. This paper presents a new computation of core for the information system: first, the relationship between core attribute and indispensable attribute is described, meanwhile, a necessary and sufficient condition proved by the theory is presented to judge if a certain attribute is core or not; second, a detail computation of core is designed and computational complexity is analyzed; finally, the validity of this approach is proved by comparing method of the initial definition and the method in this paper.
Keywords :
Automation; Computational complexity; Heuristic algorithms; Information analysis; Information entropy; Information systems; Set theory; Sufficient conditions; Uncertainty; Attribute Reduction; Core; Informations system; Roughe Set;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location :
Changsha, China
Print_ISBN :
978-1-4244-7279-6
Electronic_ISBN :
978-1-4244-7280-2
Type :
conf
DOI :
10.1109/ICICTA.2010.814
Filename :
5522819
Link To Document :
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