Performance evaluation of production systems with network structure has been widely studied in recent data envelopment analysis (DEA) literature. Production systems in which outputs of some stages are consumed as the inputs of some other stages in producing final outputs. In real world applications, production processes are often complex and may produce not only desirable but also undesirable intermediate or final outputs. In this paper modelling a general network DEA is considered in the presence of undesirable outputs. A weak disposable production set consistent with undesirable outputs is introduced and some network DEA models are also proposed for performance evaluation of the production units. The proposed method is illustrated by some numerical example, including an empirical application.
Accepté le :
DOI : 10.1051/ro/2017022
Mots-clés : Network DEA, intermediate products, undesirable outputs, weak disposable technology
@article{RO_2018__52_1_17_0,
author = {Kalhor, Amir and Matin, Reza Kazemi},
title = {Performance evaluation of general network production processes with undesirable outputs: {A} {DEA} approach},
journal = {RAIRO - Operations Research - Recherche Op\'erationnelle},
pages = {17--34},
publisher = {EDP-Sciences},
volume = {52},
number = {1},
year = {2018},
doi = {10.1051/ro/2017022},
zbl = {1397.90164},
mrnumber = {3812466},
language = {en},
url = {http://archive.numdam.org/articles/10.1051/ro/2017022/}
}
TY - JOUR AU - Kalhor, Amir AU - Matin, Reza Kazemi TI - Performance evaluation of general network production processes with undesirable outputs: A DEA approach JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2018 SP - 17 EP - 34 VL - 52 IS - 1 PB - EDP-Sciences UR - http://archive.numdam.org/articles/10.1051/ro/2017022/ DO - 10.1051/ro/2017022 LA - en ID - RO_2018__52_1_17_0 ER -
%0 Journal Article %A Kalhor, Amir %A Matin, Reza Kazemi %T Performance evaluation of general network production processes with undesirable outputs: A DEA approach %J RAIRO - Operations Research - Recherche Opérationnelle %D 2018 %P 17-34 %V 52 %N 1 %I EDP-Sciences %U http://archive.numdam.org/articles/10.1051/ro/2017022/ %R 10.1051/ro/2017022 %G en %F RO_2018__52_1_17_0
Kalhor, Amir; Matin, Reza Kazemi. Performance evaluation of general network production processes with undesirable outputs: A DEA approach. RAIRO - Operations Research - Recherche Opérationnelle, Tome 52 (2018) no. 1, pp. 17-34. doi : 10.1051/ro/2017022. http://archive.numdam.org/articles/10.1051/ro/2017022/
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