A NEW APPROACH FOR THE SELECTION OF ADVANCED MANUFACTURING TECHNOLOGIES: A NEW APPROACH BASED ON DOUBLE FRONTIERS DATA ENVELOPMENT ANALYSIS

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AZIZI H.; BAHARI A.R.; JAHED R.

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Paper Information

Journal: Journal of Operational Research in its Applications Year:2013 | Volume:10 | Issue:1 (36) Page(s): 99-117

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Title

A NEW APPROACH FOR THE SELECTION OF ADVANCED MANUFACTURING TECHNOLOGIES: A NEW APPROACH BASED ON DOUBLE FRONTIERS DATA ENVELOPMENT ANALYSIS

Author(s)

AZIZI H. | BAHARI A.R. | JAHED R. | Issue Writer Certificate

Keywords

ADVANCED MANUFACTURING TECHNOLOGYQ2

AMT SELECTION AND JUSTIFICATIONQ2

DATA ENVELOPMENT ANALYSISQ3

DEA WITH DOUBLE FRONTIERSQ2

OPTIMISTIC AND PESSIMISTIC EFFICIENCIESQ2

OVERALL PERFORMANCEQ2

Abstract

Selection of advanced manufacturing technologies (AMTs) is an important yet complex decision which requires careful consideration of various performance criteria. This paper proposes the use of DATA ENVELOPMENT ANALYSIS (DEA) with double frontiers for the selection of AMTs, which considers not only the best (optimistic) but also the worst (pessimistic) relative efficiencies of each AMT. Compared with the traditional DEA, the DEA approach with double frontiers can identify the best AMT correctly and easily, without the need to impose any weight restriction or the need to calculate the cross-efficiency matrix, which requires a large number of computations and may also result in inconsistent conclusions by aggressive and benevolent cross-efficiency models. Four numerical examples are examined using the DEA approach with double frontiers to illustrate its simplicity and usefulness in AMT SELECTION AND JUSTIFICATION.

Cites

IMPROVEMENT SOLUTIONS OF DECISION MAKING UNITS BY COMBINING GOAL PROGRAMMING (GP) AND DATA ENVELOPMENT ANALYSIS (DEA)

References

EVALUATING MID-LEVEL ERP SOFTWARE

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APA: Copy

AZIZI, H., BAHARI, A.R., & JAHED, R.. (2013). A NEW APPROACH FOR THE SELECTION OF ADVANCED MANUFACTURING TECHNOLOGIES: A NEW APPROACH BASED ON DOUBLE FRONTIERS DATA ENVELOPMENT ANALYSIS. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), 10(1 (36)), 99-117. SID. https://sid.ir/paper/164470/en

Vancouver: Copy

AZIZI H., BAHARI A.R., JAHED R.. A NEW APPROACH FOR THE SELECTION OF ADVANCED MANUFACTURING TECHNOLOGIES: A NEW APPROACH BASED ON DOUBLE FRONTIERS DATA ENVELOPMENT ANALYSIS. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS)[Internet]. 2013;10(1 (36)):99-117. Available from: https://sid.ir/paper/164470/en

IEEE: Copy

H. AZIZI, A.R. BAHARI, and R. JAHED, “A NEW APPROACH FOR THE SELECTION OF ADVANCED MANUFACTURING TECHNOLOGIES: A NEW APPROACH BASED ON DOUBLE FRONTIERS DATA ENVELOPMENT ANALYSIS,” JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), vol. 10, no. 1 (36), pp. 99–117, 2013, [Online]. Available: https://sid.ir/paper/164470/en

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