Proceedings of the 2015 International conference on Applied Science and Engineering Innovation

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Sufficient and Comprehensive Measurement of Automobile Manufacturing Industry Performance Applying Bi-objective Super-efficiency DEA

Authors
Xiaodong Sun, Xuliang Lv, Ling Li
Corresponding Author
Xiaodong Sun
Available Online May 2015.
DOI
10.2991/asei-15.2015.412How to use a DOI?
Keywords
automobile manufacturing industry; bi-objective DEA; super-efficiency DEA; measurement; projection; weight
Abstract

In this paper, we measure performance of automobile manufacturing industry by a new hybrid model based on bi-objective super-efficiency DEA. We propose super-efficiency DEA theory to improve conventional DEA with non-Archimedean infinitesimal, and then we take bi-objective issue into consideration to formulate a hybrid model. The proposed model has three main advantages in assessing automobile manufacturing industry performance: (i) it applies super-efficiency DEA to realize sufficient ranking of performances; (ii) non-Archimedean infinitesimal utilized in DEA can give slacks and projections, which provides optimal condition those indexes of inefficient years can be attained; (iii) bi-objective DEA can offer more comprehensive evaluation from both input-orientated and output-orientated perspectives. We illustrate the application of the proposed approach by a numerical example with data of automobile manufacturing industry enterprises in China from 1998 to 2010. The example shows the effectiveness and practicability of the new approach.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 International conference on Applied Science and Engineering Innovation
Series
Advances in Engineering Research
Publication Date
May 2015
ISBN
978-94-62520-94-3
ISSN
2352-5401
DOI
10.2991/asei-15.2015.412How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - CONF
AU  - Xiaodong Sun
AU  - Xuliang Lv
AU  - Ling Li
PY  - 2015/05
DA  - 2015/05
TI  - Sufficient and Comprehensive Measurement of Automobile Manufacturing Industry Performance Applying Bi-objective Super-efficiency DEA
BT  - Proceedings of the 2015 International conference on Applied Science and Engineering Innovation
PB  - Atlantis Press
SP  - 2100
EP  - 2104
SN  - 2352-5401
UR  - https://doi.org/10.2991/asei-15.2015.412
DO  - 10.2991/asei-15.2015.412
ID  - Sun2015/05
ER  -