Title :
Vehicle Effectiveness Analysis with Rough Set and DEA
Author :
Mei Guojian ; Zhang Xiangbo ; Xu Zongchang
Author_Institution :
Dept. of Technol. Support Eng., Acad. of Armored Force Eng., Beijing, China
Abstract :
Vehicle performance is getting a continuous advance with various attributes in the opposed environment, but it is difficult to evaluate in actual operation. In this paper, firstly, it reduces the redundant or dispensable attributes, but can keep the original information primarily by rough set theory. Secondly, it establishes the DEA (data envelopment analysis) effectiveness model to extrapolate the rationality of the given attribute. Finally, it indicates that the model is valid.
Keywords :
data envelopment analysis; rough set theory; vehicles; DEA; data envelopment analysis; effectiveness model; rough set; vehicle effectiveness analysis; Automotive engineering; Data envelopment analysis; Decision making; Fuzzy systems; Information systems; Knowledge engineering; Performance analysis; Power system modeling; Set theory; Vehicles; DEA model; Rough set theory; Vehicle Effectiveness;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.217
