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Paper Information

Journal:   JOURNAL OF INDUSTRIAL ENGINEERING (JOURNAL OF FACULTY OF ENGINEERING)   FALL 2015-WINTER 2016 , Volume 49 , Number 2; Page(s) 139 To 148.
 
Paper: 

A NEW DATA ENVELOPMENT ANALYSIS (DEA) MODEL TO DETERMINE THE MOST EFFICIENT DECISION MAKING UNIT (DMU) WITH IMPRECISE DATA

 
 
Author(s):  EBRAHIMI B., RAHMANI M.*, KHAKZAR BAFROUEI M.
 
* TECHNOLOGY DEVELOPMENT INSTITUTE (ACECR), SHARIF BRANCH, TEHRAN, IRAN
 
Abstract: 

Sohrabi and Nalchigar (2010) proposed a new data envelopment analysis (DEA) model to identify the most efficient decision-making unit (DMU) in presence of imprecise data. In this paper, it is shown that the proposed model is not able to determine the most efficient DMU and is randomly introduced an efficient DMU. In addition, it is shown that this model determines the most efficient DMU in the case of variable return to scale having the same drawback and may be infeasible in some cases. To overcome the drawbacks, some new integrated DEA models are developed. In addition, to find and rank the other most efficient DMUs, an algorithm is proposed. By using the model developed in this paper, the decision maker can find the most efficient DMU by solving only one linear integer programming. The applicability of the proposed model is indicated using imprecise data for 18 suppliers.

 
Keyword(s): DATA ENVELOPMENT ANALYSIS, DECISION-MAKING UNIT, IMPRECISE DATA, LINEAR INTEGER PROGRAMMING, SUPPLIER SELECTION
 
 
References: 
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Citations: 
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+ Click to Cite.
APA: Copy

EBRAHIMI, B., & RAHMANI, M., & KHAKZAR BAFROUEI, M. (2016). A NEW DATA ENVELOPMENT ANALYSIS (DEA) MODEL TO DETERMINE THE MOST EFFICIENT DECISION MAKING UNIT (DMU) WITH IMPRECISE DATA. JOURNAL OF INDUSTRIAL ENGINEERING (JOURNAL OF FACULTY OF ENGINEERING), 49(2), 139-148. https://www.sid.ir/en/journal/ViewPaper.aspx?id=508892



Vancouver: Copy

EBRAHIMI B., RAHMANI M., KHAKZAR BAFROUEI M.. A NEW DATA ENVELOPMENT ANALYSIS (DEA) MODEL TO DETERMINE THE MOST EFFICIENT DECISION MAKING UNIT (DMU) WITH IMPRECISE DATA. JOURNAL OF INDUSTRIAL ENGINEERING (JOURNAL OF FACULTY OF ENGINEERING). 2016 [cited 2021May18];49(2):139-148. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=508892



IEEE: Copy

EBRAHIMI, B., RAHMANI, M., KHAKZAR BAFROUEI, M., 2016. A NEW DATA ENVELOPMENT ANALYSIS (DEA) MODEL TO DETERMINE THE MOST EFFICIENT DECISION MAKING UNIT (DMU) WITH IMPRECISE DATA. JOURNAL OF INDUSTRIAL ENGINEERING (JOURNAL OF FACULTY OF ENGINEERING), [online] 49(2), pp.139-148. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=508892.



 
 
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