PRESENTING AN EFFICIENCY ESTIMATE MODEL BASED ON STOCHASTIC DATA ENVELOPMENT ANALYSIS TECHNIQUE WITH FUZZY WEIGHTS

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AMIRI MAGHSOUD; YAGHOUBI ALI; MASHATZADEGAN H.R.; SALEHI SADAGHIANI J.

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Paper Information

Journal: INDUSTRIAL ENGINEERING & MANAGEMENT SHARIF (SHARIF: ENGINEERING) Year:2009 | Volume:25 | Issue:49 Page(s): 47-55

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Title

PRESENTING AN EFFICIENCY ESTIMATE MODEL BASED ON STOCHASTIC DATA ENVELOPMENT ANALYSIS TECHNIQUE WITH FUZZY WEIGHTS

Author(s)

AMIRI MAGHSOUD | YAGHOUBI ALI | MASHATZADEGAN H.R. | SALEHI SADAGHIANI J. | Issue Writer Certificate

Keywords

DATA ENVELOPMENT ANALYSISQ3

STOCHASTIC DATA ENVELOPMENT ANALYSISQ3

FARSIGHTED DATA ENVELOPMENT ANALYSISQ3

EFFICIENCYQ2

FUZZY WEIGHTSQ3

Abstract

DATA ENVELOPMENT ANALYSIS is a technique based on using linear programming methods to construct surface or non-parametric boundary into broken line over the data so the boundary is used to evaluate proportional EFFICIENCY. Along with benefits of DATA ENVELOPMENT ANALYSIS technique (DEA), In this paper, Presented a model for estimating units EFFICIENCY so it tries to resolve the head problems like; the EFFICIENCY estimate impossibility, the unreal distribution of weights to input and outputs of the model, and efficient branches multiplicity.The following model (Farsighted DATA ENVELOPMENT ANALYSIS with FUZZY WEIGHTS) will cover the mentioned problems, caused by entering the environments stochastic effect on considering units inputs and outputs at EFFICIENCY estimate, further FUZZY WEIGHTS exertion, so based on stochastic DATA ENVELOPMENT ANALYSIS technique (SDEA) which stable with FUZZY WEIGHTS. Finally, the model validity tasted by solving a numerical example to realize more about the offered model.

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APA: Copy

AMIRI, MAGHSOUD, YAGHOUBI, ALI, MASHATZADEGAN, H.R., & SALEHI SADAGHIANI, J.. (2009). PRESENTING AN EFFICIENCY ESTIMATE MODEL BASED ON STOCHASTIC DATA ENVELOPMENT ANALYSIS TECHNIQUE WITH FUZZY WEIGHTS. INDUSTRIAL ENGINEERING & MANAGEMENT SHARIF (SHARIF: ENGINEERING), 25(49), 47-55. SID. https://sid.ir/paper/107578/en

Vancouver: Copy

AMIRI MAGHSOUD, YAGHOUBI ALI, MASHATZADEGAN H.R., SALEHI SADAGHIANI J.. PRESENTING AN EFFICIENCY ESTIMATE MODEL BASED ON STOCHASTIC DATA ENVELOPMENT ANALYSIS TECHNIQUE WITH FUZZY WEIGHTS. INDUSTRIAL ENGINEERING & MANAGEMENT SHARIF (SHARIF: ENGINEERING)[Internet]. 2009;25(49):47-55. Available from: https://sid.ir/paper/107578/en

IEEE: Copy

MAGHSOUD AMIRI, ALI YAGHOUBI, H.R. MASHATZADEGAN, and J. SALEHI SADAGHIANI, “PRESENTING AN EFFICIENCY ESTIMATE MODEL BASED ON STOCHASTIC DATA ENVELOPMENT ANALYSIS TECHNIQUE WITH FUZZY WEIGHTS,” INDUSTRIAL ENGINEERING & MANAGEMENT SHARIF (SHARIF: ENGINEERING), vol. 25, no. 49, pp. 47–55, 2009, [Online]. Available: https://sid.ir/paper/107578/en

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