An Extension to Imprecise Data Envelopment Analysis

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KHOSHANDAM L.

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Journal Paper

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Journal: Journal of Operational Research in its Applications Year:2019 | Volume:16 | Issue:1 (60) Page(s): 117-129

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Information Journal Paper

Title

An Extension to Imprecise Data Envelopment Analysis

Author(s)

KHOSHANDAM L. | Issue Writer Certificate

Keywords

DEAQ1

EfficiencyQ2

Imprecise DataQ1

Interval DataQ1

Discrete DataQ1

Abstract

The standard data envelopment analysis (DEA) method assumes that the values for inputs and outputs are exact. While DEA assumes exact data, the existing imprecise DEA (IDEA) assumes that the values for some inputs and outputs are only known to lie within bounded intervals, and other data are known only up to an order. In many real applications of DEA, there are cases in which some of the input and output variables belong to bounded and discrete sets and the others are known to lie within bounded intervals. In this paper a new variety of Imprecise Data in the DEA has been faced. The proposed approach transforms a nonlinear DEA model to an equivalent linear programming problem. Upper and lower bounds of Efficiency scores of operational units are defined. A real case of commercial banks is provided to illustrate the applicability of the approach.

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APA: Copy

KHOSHANDAM, L.. (2019). An Extension to Imprecise Data Envelopment Analysis. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), 16(1 (60) ), 117-129. SID. https://sid.ir/paper/164495/en

Vancouver: Copy

KHOSHANDAM L.. An Extension to Imprecise Data Envelopment Analysis. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS)[Internet]. 2019;16(1 (60) ):117-129. Available from: https://sid.ir/paper/164495/en

IEEE: Copy

L. KHOSHANDAM, “An Extension to Imprecise Data Envelopment Analysis,” JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), vol. 16, no. 1 (60) , pp. 117–129, 2019, [Online]. Available: https://sid.ir/paper/164495/en

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