DocumentCode
2924856
Title
Decomposition of decision systems based on granular computing
Author
Shuo, Yan ; Lin, Yan
Author_Institution
Sch. of Comput. & Inf. Technol., Beijing Jiaotong Univ., Beijing, China
fYear
2011
fDate
8-10 Nov. 2011
Firstpage
590
Lastpage
595
Abstract
In order to divide a decision system into parts, and to simplify decisions of the decision system in sub-systems, formulas are defined in the decision system. By the formulas, granules and granular computing are introduced. This brings about a connection between granular computing and decision systems. Therefore, the condition partition corresponding to a decision system is obtained by granular computing and condition attributes. Also, on the basis of granular computing, the decision system is divided into sub-systems, each of the subsystems is based on a block in the condition partition. So, a decision can be transferred from the decision system to a subsystem, which has simplified the decision process. Furthermore, to deal with the incomplete decision, a subsystem can be subdivided into smaller systems, so that the incomplete decision is decidable in a smaller system. Making a general survey of this paper, the data processing method is connected with granular computing.
Keywords
decidability; decision theory; granular computing; condition attributes; data processing method; decidability; decision system; granular computing; incomplete decision; smaller system; Computational modeling; Data processing; Educational institutions; Finite element methods; Information technology; Silicon; Strontium; decision; decision rule; decision system; granualar computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Granular Computing (GrC), 2011 IEEE International Conference on
Conference_Location
Kaohsiung
Print_ISBN
978-1-4577-0372-0
Type
conf
DOI
10.1109/GRC.2011.6122663
Filename
6122663
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