Sufficient and Comprehensive Measurement of Automobile Manufacturing Industry Performance Applying Bi-objective Super-efficiency DEA
- 10.2991/asei-15.2015.412How to use a DOI?
- automobile manufacturing industry; bi-objective DEA; super-efficiency DEA; measurement; projection; weight
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.
- © 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
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 -