Evaluating and ranking sustainable suppliers by robust dynamic data envelopment analysis

被引：48

作者：

Yousefi, Saeed ^{[1
]}

Shabanpour, Hadi ^{[1
]}

Fisher, Ron ^{[2
]}

Saen, Reza Farzipoor ^{[3
]}

机构：

[1] Islamic Azad Univ, Karaj Branch, Young Researchers & Elite Club, Karaj, Iran

[2] Cardiff Metropolitan Univ, Cardiff, S Glam, Wales

[3] Islamic Azad Univ, Karaj Branch, Fac Management & Accounting, Dept Ind Management, POB 31485-313, Karaj, Iran

来源：

MEASUREMENT | 2016年 / 83卷

关键词：

Sustainable suppliers evaluation and ranking; Data envelopment analysis (DEA); Dynamic DEA; Scenario-based model of robust; Dynamic ideal decision making unit (DIDMU); Relative efficiency; DECISION-MAKING UNITS; UNCERTAIN DATA; CHAIN MANAGEMENT; CARBON EMISSIONS; OPTIMIZATION; EFFICIENCIES; FRAMEWORK; SELECTION; MODEL;

D O I：

10.1016/j.measurement.2016.01.032

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

One of the advantages of data envelopment analysis (DEA) is to determine benchmarks for inefficient decision making units (DMUs). However, determination of the benchmarks is the result of past performance of DMUs. In other words, the benchmarks do not provide any recommendation for improvement of future efficiency of DMUs. On the other hand, in dynamic DEA models often no DMU gets the efficiency score of unity. In this case, although we can rank the DMUs, we cannot introduce an efficient DMU and benchmarks. To overcome these shortcomings we propose a dynamic ideal DMU using dynamic DEA and scenario-based model of robust. A case study showing the model in use provided. (C) 2016 Elsevier Ltd. All rights reserved.

引用

页码：72 / 85

页数：14

共 50 条

[41] Data envelopment analysis in dynamic framework
Amirteimoori, Alireza
APPLIED MATHEMATICS AND COMPUTATION, 2006, 181 (01) : 21 - 28
[42] Developing a novel model of data envelopment analysis-discriminant analysis for predicting group membership of suppliers in sustainable supply chain
Boudaghi, Elahe
Saen, Reza Farzipoor
COMPUTERS & OPERATIONS RESEARCH, 2018, 89 : 348 - 359
[43] Data envelopment analysis for evaluating Japanese universities
Aoki, Shingo
Inoue, Kazushige
Gejima, Ryota
ARTIFICIAL LIFE AND ROBOTICS, 2010, 15 (02) : 165 - 170
[44] DYNAMIC ASPECTS OF DATA ENVELOPMENT ANALYSIS
SOJKA, J
EKONOMICKO-MATEMATICKY OBZOR, 1989, 25 (02): : 198 - 207
[45] Dynamic data envelopment analysis: A relational analysis
Kao, Chiang
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 227 (02) : 325 - 330
[46] Data envelopment analysis and robust optimization: A review
Peykani, Pejman
Mohammadi, Emran
Saen, Reza Farzipoor
Sadjadi, Seyed Jafar
Rostamy-Malkhalifeh, Mohsen
EXPERT SYSTEMS, 2020, 37 (04)
[47] Ranking the airports in Turkey with Data Envelopment Analysis and Principal Component Analysis
Bal, Hasan
Ozturk, Esra
INTERNATIONAL CONFERENCE ON ADVANCES IN NATURAL AND APPLIED SCIENCES: ICANAS 2016, 2016, 1726
[48] Solving voting system by data envelopment analysis for assessing sustainability of suppliers
Izadikhah, Mohammad
Saen, Reza Farzipoor
GROUP DECISION AND NEGOTIATION, 2019, 28 (03) : 641 - 669
[49] The use of Data Envelopment Analysis in evaluating Pareto optimal solutions of the sustainable supply chain models
Bal, Alperen
Satoglu, Sule Itir
SUSTAINABLE MANUFACTURING FOR GLOBAL CIRCULAR ECONOMY, 2019, 33 : 485 - 492
[50] Solving voting system by data envelopment analysis for assessing sustainability of suppliers
Mohammad Izadikhah
Reza Farzipoor Saen
Group Decision and Negotiation, 2019, 28 : 641 - 669

← 1 2 3 4 5 →