Production planning in data envelopment analysis without explicit inputs

Alireza Amirteimoori; Behrooz Daneshian; Sohrab Kordrostami; Kambiz Shahroodi

RAIRO - Operations Research - Recherche Opérationnelle (2013)

  • Volume: 47, Issue: 3, page 273-284
  • ISSN: 0399-0559

Abstract

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In the performance measurement using tools such as data envelopment analysis (DEA), data without explicit inputs has attracted considerable attention among researchers. In such studies the problem of production planning in the next production season is an important and interesting subject. Because of the uncertain nature of the future, decision makers need to provide robust procedures in order to examine alternative courses of action and their implications. The purpose of this paper is to develop an approach to production planning problem in production processes without explicit inputs that typically appears in centralized decision making environment. Application of the proposed approach is illustrated empirically using a real case.

How to cite

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Amirteimoori, Alireza, et al. "Production planning in data envelopment analysis without explicit inputs." RAIRO - Operations Research - Recherche Opérationnelle 47.3 (2013): 273-284. <http://eudml.org/doc/275094>.

@article{Amirteimoori2013,
abstract = {In the performance measurement using tools such as data envelopment analysis (DEA), data without explicit inputs has attracted considerable attention among researchers. In such studies the problem of production planning in the next production season is an important and interesting subject. Because of the uncertain nature of the future, decision makers need to provide robust procedures in order to examine alternative courses of action and their implications. The purpose of this paper is to develop an approach to production planning problem in production processes without explicit inputs that typically appears in centralized decision making environment. Application of the proposed approach is illustrated empirically using a real case.},
author = {Amirteimoori, Alireza, Daneshian, Behrooz, Kordrostami, Sohrab, Shahroodi, Kambiz},
journal = {RAIRO - Operations Research - Recherche Opérationnelle},
keywords = {data envelopment analysis; production planning; efficiency; output},
language = {eng},
number = {3},
pages = {273-284},
publisher = {EDP-Sciences},
title = {Production planning in data envelopment analysis without explicit inputs},
url = {http://eudml.org/doc/275094},
volume = {47},
year = {2013},
}

TY - JOUR
AU - Amirteimoori, Alireza
AU - Daneshian, Behrooz
AU - Kordrostami, Sohrab
AU - Shahroodi, Kambiz
TI - Production planning in data envelopment analysis without explicit inputs
JO - RAIRO - Operations Research - Recherche Opérationnelle
PY - 2013
PB - EDP-Sciences
VL - 47
IS - 3
SP - 273
EP - 284
AB - In the performance measurement using tools such as data envelopment analysis (DEA), data without explicit inputs has attracted considerable attention among researchers. In such studies the problem of production planning in the next production season is an important and interesting subject. Because of the uncertain nature of the future, decision makers need to provide robust procedures in order to examine alternative courses of action and their implications. The purpose of this paper is to develop an approach to production planning problem in production processes without explicit inputs that typically appears in centralized decision making environment. Application of the proposed approach is illustrated empirically using a real case.
LA - eng
KW - data envelopment analysis; production planning; efficiency; output
UR - http://eudml.org/doc/275094
ER -

References

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  1. [1] A. Amirteimoori and A. Emrouznejad, Flexible measures in production process: A DEA-based approach. RAIRO-Oper. Res. 45 (2011) 63–74. Zbl1216.90050
  2. [2] A. Amirteimoori and S. Kordrostami, Production planning: a DEA-based approach. Int. J. Adv. Manuf. Techn.56 (2011) 369–376. 
  3. [3] A.D. Athanassopoulos, N. Lambroukos and L.M. Seiford, Data envelopment analysis for setting targets to electricity generating plants. Eur. J. Oper. Res.115 (1999) 413–428. 
  4. [4] R.D. Banker, A. Charens and W.W. Cooper, Some models for estimating technical and scale inefficiencies in Data Envelopment Analysis. Manag. Sci.30 (1984) 1078–1092. Zbl0552.90055
  5. [5] J.E. Beasely, Allocating fixed costs and resources via DEA. Eur. J. Oper. Res.147 (2003) 198–216. Zbl1011.90529
  6. [6] A. Charnes, W.W. Cooper and E. Rhodes, Measuring the efficiency of decision making units. Eur. J. Oper. Res.2 (1978) 429–444. Zbl0416.90080MR525905
  7. [7] J. Du, L. Liang, Y. Chen and G. Bi, DEA-based production planning. OMEGA 38 (2010) 105–112. 
  8. [8] W.W. Cooper, L.M. Seiford and K. Tone, Introduction to data envelopment analysis and its uses. Springer Publisher (2006). Zbl1111.90001
  9. [9] A. Emrouznejad, G. Tavares and B. Parker, Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA. Socio Econ. Plan. Sci.42 (2008) 151–157. 
  10. [10] L. Feng, A generalized DEA model for centralized resource allocation. Eur. J. Oper. Res.228 (2013) 405–412. Zbl1317.90157MR3041171
  11. [11] B. Golany, An interactive MOLP procedure for the extension of DEA to effectiveness analysis. J. Oper. Res. Soc.39 (1988) 725–734. Zbl0655.90042
  12. [12] B. Kim and S. Kim, Extended model for a hybrid production planning approach. Int. J. Prod. Econ.73 (2001) 165–173. 
  13. [13] P. Korhonen and M. Syrjanen, Resource allocation based on efficiency analysis. Management Sci.50 (2004) 1134–1144. Zbl1232.91366
  14. [14] W.B. Liu, D.Q. Zhang, W. Meng, X.X. Li and F. Xu, A study of DEA models without explicit inputs. OMEGA39 (2011) 472–480. 
  15. [15] K.A. Lovell and J. Pastor, Radial DEA models without inputs or outputs. Eur. J. Oper. Res.118 (1999) 45–51. Zbl1138.91519
  16. [16] S. Lozano and G. Villa, Centralized Resource Allocation Using Data Envelopment Analysis. J. Prod. Anal.22 (2004) 143–161. 
  17. [17] A. Varmaz, A. Varwig and T. Podig, Centralized resource planning and Yardstick competition. Omega41 (2013) 112–118. 

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