A NEW APPROACH FOR SUPPLIER SELECTION IN THE PRESENCE OF IMPRECISE DATA: DEA WITH DOUBLE FRONTIERS

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AZIZI HOSSEIN

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Journal: Management Research in Iran Year:2012 | Volume:16 | Issue:2 (75) Page(s): 129-150

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Information Journal Paper

Title

A NEW APPROACH FOR SUPPLIER SELECTION IN THE PRESENCE OF IMPRECISE DATA: DEA WITH DOUBLE FRONTIERS

Author(s)

AZIZI HOSSEIN | Issue Writer Certificate

Keywords

DATA ENVELOPMENT ANALYSISQ2

SUPPLIER SELECTIONQ2

IMPRECISE DATAQ2

OPTIMISTIC AND PESSIMISTIC EFFICIENCIESQ2

Abstract

Supplier selection is a complex but important decision that requires careful review of various performance criteria. Traditionally, models of SUPPLIER SELECTION have been based on cardinal data with less emphasis on ordinal data. However, with the widespread use of production methods such as the just-in-time method, recently more emphasis is placed on considering IMPRECISE DATA-i.e., mixture of interval and ordinal data. This article proposes to use DATA ENVELOPMENT ANALYSIS (DEA) with double frontiers for SUPPLIER SELECTION, a methodology that considers not only the optimistic efficiency but also the pessimistic efficiency of each supplier. Compared with the traditional DEA, the new DEA with double frontiers can identify the best supplier accurately and easily without imposing any weight limitations. A numerical example will be examined using the DEA approach with double frontiers to illustrate its simplicity and usefulness in the SUPPLIER SELECTION and justification.

Cites

EFFICIENUY ASSESSMENT IN DATA ENVELOPMENT ANALYSIS, USING EFFICIENT AND INEFFICIENT FRONTIERS

References

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APA: Copy

AZIZI, HOSSEIN. (2012). A NEW APPROACH FOR SUPPLIER SELECTION IN THE PRESENCE OF IMPRECISE DATA: DEA WITH DOUBLE FRONTIERS. MANAGEMENT RESEARCH IN IRAN (MODARES HUMAN SCIENCES), 16(2 (75)), 129-150. SID. https://sid.ir/paper/387793/en

Vancouver: Copy

AZIZI HOSSEIN. A NEW APPROACH FOR SUPPLIER SELECTION IN THE PRESENCE OF IMPRECISE DATA: DEA WITH DOUBLE FRONTIERS. MANAGEMENT RESEARCH IN IRAN (MODARES HUMAN SCIENCES)[Internet]. 2012;16(2 (75)):129-150. Available from: https://sid.ir/paper/387793/en

IEEE: Copy

HOSSEIN AZIZI, “A NEW APPROACH FOR SUPPLIER SELECTION IN THE PRESENCE OF IMPRECISE DATA: DEA WITH DOUBLE FRONTIERS,” MANAGEMENT RESEARCH IN IRAN (MODARES HUMAN SCIENCES), vol. 16, no. 2 (75), pp. 129–150, 2012, [Online]. Available: https://sid.ir/paper/387793/en

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