Resource allocation and target setting in interval data envelopment analysis

Zahra Ghelej Beigi; Farhad Hosseinzadeh Lotfi; Adel Hatami-Marbini; Per J. Agrell; Kobra Gholami

doi:10.1142/9789814417747_0174

Resource allocation and target setting in interval data envelopment analysis

Zahra Ghelej Beigi, Farhad Hosseinzadeh Lotfi, Adel Hatami-Marbini, Per J. Agrell, Kobra Gholami

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Data envelopment analysis (DEA) is a commonly used non-parametric technique for performance measurement of decision making units (DMU) that can also be used in normatively in activity planning, resource allocation and target setting. Whereas earlier work in this line have considered completely defined data, prospective use of DEA in activity planning often involves uncertainty with respect to the feasible ranges for allocation of resources and target settings. In this paper, we present an imprecise DEA-based method with interval inputs and outputs as to address this shortcoming. The proposed model corresponds to reasonable managerial objectives concerning the technical efficiency of the subordinate units after implementing resource allocation and target setting.

Original language	English
Title of host publication	World Scientific Proceedings Series on Computer Engineering and Information Science 7
Subtitle of host publication	Uncertainty Modeling in Knowledge Engineering and Decision Making: Proceedings of the 10th International FLINS Conference
Editors	Cengiz Kahraman, Etienne E. Kerre, Faik Tunc Bozbura
Publisher	World Scientific Publishing Co. Pte Ltd
Pages	1087-1092
Number of pages	6
Volume	7
ISBN (Electronic)	9789814417754
ISBN (Print)	9789814417730
DOIs	https://doi.org/10.1142/9789814417747_0174
Publication status	Published - 26 Aug 2012
Externally published	Yes
Event	10th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference - Istanbul, Turkey Duration: 26 Aug 2012 → 29 Aug 2012 Conference number: 10

Publication series

Name	World Scientific Proceedings Series on Computer Engineering and Information Science
Publisher	World Scientific Publishing Co. Pte Ltd
ISSN (Print)	1793-7868

Conference

Conference	10th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference
Abbreviated title	FLINS 2012
Country/Territory	Turkey
City	Istanbul
Period	26/08/12 → 29/08/12

Access to Document

10.1142/9789814417747_0174Licence: Unspecified

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Beigi, Z. G., Lotfi, F. H., Hatami-Marbini, A., Agrell, P. J., & Gholami, K. (2012). Resource allocation and target setting in interval data envelopment analysis. In C. Kahraman, E. E. Kerre, & F. T. Bozbura (Eds.), World Scientific Proceedings Series on Computer Engineering and Information Science 7: Uncertainty Modeling in Knowledge Engineering and Decision Making: Proceedings of the 10th International FLINS Conference (Vol. 7, pp. 1087-1092). (World Scientific Proceedings Series on Computer Engineering and Information Science). World Scientific Publishing Co. Pte Ltd. https://doi.org/10.1142/9789814417747_0174

Beigi, Zahra Ghelej ; Lotfi, Farhad Hosseinzadeh ; Hatami-Marbini, Adel et al. / Resource allocation and target setting in interval data envelopment analysis. World Scientific Proceedings Series on Computer Engineering and Information Science 7: Uncertainty Modeling in Knowledge Engineering and Decision Making: Proceedings of the 10th International FLINS Conference. editor / Cengiz Kahraman ; Etienne E. Kerre ; Faik Tunc Bozbura. Vol. 7 World Scientific Publishing Co. Pte Ltd, 2012. pp. 1087-1092 (World Scientific Proceedings Series on Computer Engineering and Information Science).

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title = "Resource allocation and target setting in interval data envelopment analysis",

abstract = "Data envelopment analysis (DEA) is a commonly used non-parametric technique for performance measurement of decision making units (DMU) that can also be used in normatively in activity planning, resource allocation and target setting. Whereas earlier work in this line have considered completely defined data, prospective use of DEA in activity planning often involves uncertainty with respect to the feasible ranges for allocation of resources and target settings. In this paper, we present an imprecise DEA-based method with interval inputs and outputs as to address this shortcoming. The proposed model corresponds to reasonable managerial objectives concerning the technical efficiency of the subordinate units after implementing resource allocation and target setting.",

keywords = "Resource allocation, Target setting, Data envelopment analysis (DEA), Decision making units (DMU)",

author = "Beigi, {Zahra Ghelej} and Lotfi, {Farhad Hosseinzadeh} and Adel Hatami-Marbini and Agrell, {Per J.} and Kobra Gholami",

year = "2012",

month = aug,

day = "26",

doi = "10.1142/9789814417747_0174",

language = "English",

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booktitle = "World Scientific Proceedings Series on Computer Engineering and Information Science 7",

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Beigi, ZG, Lotfi, FH, Hatami-Marbini, A, Agrell, PJ & Gholami, K 2012, Resource allocation and target setting in interval data envelopment analysis. in C Kahraman, EE Kerre & FT Bozbura (eds), World Scientific Proceedings Series on Computer Engineering and Information Science 7: Uncertainty Modeling in Knowledge Engineering and Decision Making: Proceedings of the 10th International FLINS Conference. vol. 7, World Scientific Proceedings Series on Computer Engineering and Information Science, World Scientific Publishing Co. Pte Ltd, pp. 1087-1092, 10th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference, Istanbul, Turkey, 26/08/12. https://doi.org/10.1142/9789814417747_0174

Resource allocation and target setting in interval data envelopment analysis. / Beigi, Zahra Ghelej; Lotfi, Farhad Hosseinzadeh; Hatami-Marbini, Adel et al.

World Scientific Proceedings Series on Computer Engineering and Information Science 7: Uncertainty Modeling in Knowledge Engineering and Decision Making: Proceedings of the 10th International FLINS Conference. ed. / Cengiz Kahraman; Etienne E. Kerre; Faik Tunc Bozbura. Vol. 7 World Scientific Publishing Co. Pte Ltd, 2012. p. 1087-1092 (World Scientific Proceedings Series on Computer Engineering and Information Science).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Gholami, Kobra

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AB - Data envelopment analysis (DEA) is a commonly used non-parametric technique for performance measurement of decision making units (DMU) that can also be used in normatively in activity planning, resource allocation and target setting. Whereas earlier work in this line have considered completely defined data, prospective use of DEA in activity planning often involves uncertainty with respect to the feasible ranges for allocation of resources and target settings. In this paper, we present an imprecise DEA-based method with interval inputs and outputs as to address this shortcoming. The proposed model corresponds to reasonable managerial objectives concerning the technical efficiency of the subordinate units after implementing resource allocation and target setting.

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Beigi ZG, Lotfi FH, Hatami-Marbini A, Agrell PJ, Gholami K. Resource allocation and target setting in interval data envelopment analysis. In Kahraman C, Kerre EE, Bozbura FT, editors, World Scientific Proceedings Series on Computer Engineering and Information Science 7: Uncertainty Modeling in Knowledge Engineering and Decision Making: Proceedings of the 10th International FLINS Conference. Vol. 7. World Scientific Publishing Co. Pte Ltd. 2012. p. 1087-1092. (World Scientific Proceedings Series on Computer Engineering and Information Science). doi: 10.1142/9789814417747_0174

Resource allocation and target setting in interval data envelopment analysis

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