DocumentCode
3190060
Title
DEA model based on CD production function
Author
Yu, Dengke ; Tu, Guoping
Author_Institution
Dept. of Manage. Sci. & Eng., Nanchang Univ., Nanchang, China
fYear
2011
fDate
8-10 Aug. 2011
Firstpage
6597
Lastpage
6601
Abstract
In order to solve some problems of basic DEA model´s linear efficiency frontier, a new DEA model is put forward based on CD production function. First, input-output relation is expressed by CD production function and linear transform is done. Second, the object function and restriction condition function are structured according to principle of DEA efficiency survey. Finally, DEA efficiency is evaluated by parameter estimation, and monotonicity of DMU´s scale benefit, superscale of input and shortfall of output are counted. The results of empirical analysis indicate that the new DEA model has some advantages.
Keywords
cause-effect analysis; data envelopment analysis; industrial economics; parameter estimation; transforms; CD production function; DEA model; DMU scale benefit; data envelopment analysis; input-output relation; linear transform; parameter estimation; restriction condition function; Analytical models; Data envelopment analysis; Estimation; Iron; Presses; CD production function; DEA; DEA efficiency frontier; Science and technology progress contribution rate;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location
Deng Leng
Print_ISBN
978-1-4577-0535-9
Type
conf
DOI
10.1109/AIMSEC.2011.6011443
Filename
6011443
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