Developing a new cross-efficiency model with undesirable outputs for supplier selection

Kamyar Hosseinzadeh Zoroufchi; Majid Azadi; Reza Farzipoor Saen

doi:10.1504/IJISE.2012.050124

Developing a new cross-efficiency model with undesirable outputs for supplier selection

Kamyar Hosseinzadeh Zoroufchi, Majid Azadi, Reza Farzipoor Saen^*

^*Corresponding author for this work

Operations Management & Business Statistics

Research output: Contribution to journal › Article › peer-review

17 Citations (Scopus)

Abstract

Inappropriate selection of suppliers will have an adverse impact on the overall performance of the firm. One of the techniques that can be used for selecting supplier is data envelopment analysis (DEA). Traditional DEA models such as Charnes-Cooper-Rhodes and Banker-Charnes-Cooper can only measure radial efficiency (weak efficiency). To measure strong efficiency in DEA, Tone (2001) proposed slacks-based measure (SBM). This model deals directly with the input excesses and output shortfalls. The objective of this paper is to propose a neutral SBM with undesirable outputs for selecting the best supplier. A numerical example demonstrates the application of the proposed model.

Original language	English
Pages (from-to)	470-484
Number of pages	15
Journal	International Journal of Industrial and Systems Engineering
Volume	12
Issue number	4
DOIs	https://doi.org/10.1504/IJISE.2012.050124
Publication status	Published - Oct 2012

Keywords

Cross-efficiency
Data envelopment analysis
DEA
Neutral DEA
SBM
SCM
Slacks-based measure
Supplier selection
Supply chain management
Undesirable output

ASJC Scopus subject areas

Control and Systems Engineering
Industrial and Manufacturing Engineering

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10.1504/IJISE.2012.050124

Cite this

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abstract = "Inappropriate selection of suppliers will have an adverse impact on the overall performance of the firm. One of the techniques that can be used for selecting supplier is data envelopment analysis (DEA). Traditional DEA models such as Charnes-Cooper-Rhodes and Banker-Charnes-Cooper can only measure radial efficiency (weak efficiency). To measure strong efficiency in DEA, Tone (2001) proposed slacks-based measure (SBM). This model deals directly with the input excesses and output shortfalls. The objective of this paper is to propose a neutral SBM with undesirable outputs for selecting the best supplier. A numerical example demonstrates the application of the proposed model.",

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Developing a new cross-efficiency model with undesirable outputs for supplier selection

Abstract

Keywords

ASJC Scopus subject areas

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