A Fuzzy Data Envelopment Analysis Approach based on Parametric Programming

被引：0

作者：

Hajiagha, Seyed Hossein Razavi ^{[1
]}

Mahdiraji, Hannan Amoozad ^{[2
]}

Zavadskas, Edmundas Kazimieras ^{[3
]}

Hashemi, Shide Sadat ^{[2
]}

机构：

[1] Inst Trade Studies & Res, Tehran, Iran

[2] Islamic Azad Univ, Kashan Branch, Kashan, Iran

[3] 3 Vilnius Gediminas Tech Univ, Fac Civil Engn, LT-10223 Vilnius, Lithuania

来源：

INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL | 2013年 / 8卷 / 04期

关键词：

Data envelopment analysis; Fuzzy numbers; alpha-cuts; Parametric programming; ANALYSIS DEA; EFFICIENCY; RANKING;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, a fuzzy version of original data envelopment models, CCR and BCC, is extended and its solution approach is developed. The basic idea of the proposed method is to transform the original DEA model to an equivalent linear parametric programming model, applying the notion of alpha-cuts. Then, a bi-objective model is constructed which its solution has determined the optimal range of decision making units efficiency. The proposed method can be used both for symmetric and asymmetric fuzzy numbers, while the feasibility of its solution for the original problem is guaranteed. The application of the proposed method is examined in two numerical examples and its results are compared with two current models of fuzzy DEA.

引用

页码：594 / 607

页数：14

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