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
Link To Document :
بازگشت