In performance measurement of the firms using tools such as data envelopment analysis (DEA) models, weak efficient units are almost appeared as reference points in the models. To avoid zero weights or equivalently non-zero slacks in DEA assessment, weights restrictions are used frequently. In DEA literature, two-stage procedures are developed to deal with non-zero slacks based on restricting input/output weights in multiplier formulating the CCR DEA model. In this paper, a single-stage approach for efficiency evaluation is developed to ensure zero slacks in target setting and avoid weights dissimilarity. A real case on electricity distribution companies in Iran has been given to demonstrate the applicability of the proposed approach.
Mots clés : Data envelopment analysis, efficiency, input/output weights
@article{RO_2018__52_4-5_1069_0, author = {Pourhabib, Azam and Kordrostami, Sohrab and Amirteimoori, Alireza and Matin, Reza Kazemi}, title = {Performance measurement in data envelopment analysis without slacks: an application to electricity distribution companies}, journal = {RAIRO - Operations Research - Recherche Op\'erationnelle}, pages = {1069--1085}, publisher = {EDP-Sciences}, volume = {52}, number = {4-5}, year = {2018}, doi = {10.1051/ro/2018008}, zbl = {1411.90191}, mrnumber = {3878614}, language = {en}, url = {http://www.numdam.org/articles/10.1051/ro/2018008/} }
TY - JOUR AU - Pourhabib, Azam AU - Kordrostami, Sohrab AU - Amirteimoori, Alireza AU - Matin, Reza Kazemi TI - Performance measurement in data envelopment analysis without slacks: an application to electricity distribution companies JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2018 SP - 1069 EP - 1085 VL - 52 IS - 4-5 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ro/2018008/ DO - 10.1051/ro/2018008 LA - en ID - RO_2018__52_4-5_1069_0 ER -
%0 Journal Article %A Pourhabib, Azam %A Kordrostami, Sohrab %A Amirteimoori, Alireza %A Matin, Reza Kazemi %T Performance measurement in data envelopment analysis without slacks: an application to electricity distribution companies %J RAIRO - Operations Research - Recherche Opérationnelle %D 2018 %P 1069-1085 %V 52 %N 4-5 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ro/2018008/ %R 10.1051/ro/2018008 %G en %F RO_2018__52_4-5_1069_0
Pourhabib, Azam; Kordrostami, Sohrab; Amirteimoori, Alireza; Matin, Reza Kazemi. Performance measurement in data envelopment analysis without slacks: an application to electricity distribution companies. RAIRO - Operations Research - Recherche Opérationnelle, Tome 52 (2018) no. 4-5, pp. 1069-1085. doi : 10.1051/ro/2018008. http://www.numdam.org/articles/10.1051/ro/2018008/
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