DocumentCode
724535
Title
Urban emergency intelligent decision system based on variable precision graded rough set on two universes
Author
Xi Yu ; Fuquan Sun ; Shixin Liu ; Fuqiang Lu
Author_Institution
Dept. of Inf. Sci., Dalian Inst. of Sci. & Technol., Dalian, China
fYear
2015
fDate
23-25 May 2015
Firstpage
5202
Lastpage
5205
Abstract
In recent years, different kinds of rough set models on two universes have been given. In this paper a variable precision graded rough set model based on two distinct but related universes (VPGRSTU) is proposed. We determine the scope of the grade from the absolute quantitative point of view, and the precision of n can be changed with user requirements. We introduce an algorithm to compute the new lower and upper approximations in VPGRSTU. Furthermore, a method to measure roughness of VPGRSTU is given. The method also can be used to compute the lower and upper approximations. An algorithm based on matrix is proposed to realize above method. Finally, several examples are employed to demonstrate the VPGRSTU and the theory in this paper. At last we build urban emergency intelligent decision system based on VPGRSTU.
Keywords
approximation theory; emergency management; matrix algebra; rough set theory; VPGRSTU; lower approximations; matrix; upper approximations; urban emergency intelligent decision system; variable precision graded rough set on two universes; Approximation methods; Artificial intelligence; Cognition; Computational modeling; Information science; Rough sets; Graded Rough Set; Two Universes; Urban Emergency Intelligent Decision System; Variable Precision;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location
Qingdao
Print_ISBN
978-1-4799-7016-2
Type
conf
DOI
10.1109/CCDC.2015.7162852
Filename
7162852
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