The use of Data Envelopment Analysis in evaluating Pareto optimal solutions of the sustainable supply chain models

被引:7
|
作者
Bal, Alperen [1 ]
Satoglu, Sule Itir [2 ]
机构
[1] Yalova Univ, Fac Engn, TR-77200 Yalova, Turkey
[2] Istanbul Tech Univ, Fac Management, TR-34367 Istanbul, Turkey
关键词
Mulri-objective optimization; DEA; Sustainability; End-of-life equipment; EPSILON-CONSTRAINT METHOD; GREEN LOGISTICS; DEA;
D O I
10.1016/j.promfg.2019.04.060
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The background of sustainability is summed up by three words: Planet, People, and Profit. The 3Ps of sustainability require multi-objective research. This study analyzes the evaluation process of multi-objective optimization. Since it is highly critical for decision makers to understand the results of multi-objective models, the Data Envelopment Analysis (DEA) approach is used to put Pareto-optimal results of the model in an order and to analyze them. A case study of a reverse supply chain model with four objectives namely economic, social, environmental and legal is taken into consideration. Results of the DEA showed that the method can be effectively used in interpreting the results both for academics and practitioners. (C) 2019 The Authors. Published by Elsevier B.V.
引用
收藏
页码:485 / 492
页数:8
相关论文
共 50 条
  • [31] Assessing the efficiency of supply chain scheduling algorithms using data envelopment analysis
    Ching-Chin Chern
    Tzi-Yuan Chou
    Bo Hsiao
    Information Systems and e-Business Management, 2016, 14 : 823 - 856
  • [32] SELECTING THE BEST SUPPLY CHAIN BY GOAL PROGRAMMING AND NETWORK DATA ENVELOPMENT ANALYSIS
    Yousefi, Saeed
    Shabanpour, Hadi
    Saen, Reza Farzipoor
    RAIRO-OPERATIONS RESEARCH, 2015, 49 (03) : 601 - 617
  • [33] Assessing the efficiency of supply chain scheduling algorithms using data envelopment analysis
    Chern, Ching-Chin
    Chou, Tzi-Yuan
    Hsiao, Bo
    INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT, 2016, 14 (04) : 823 - 856
  • [34] Rough data envelopment analysis and its application to supply chain performance evaluation
    Xu, Jiuping
    Li, Bin
    Wu, Desheng
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2009, 122 (02) : 628 - 638
  • [35] Supply chain performance evaluation with data envelopment analysis and balanced scorecard approach
    Shafiee, Morteza
    Lotfi, Farhad Hosseinzadeh
    Saleh, Hilda
    APPLIED MATHEMATICAL MODELLING, 2014, 38 (21-22) : 5092 - 5112
  • [36] The Performance Evaluation of Supply Chain based on Data Envelopment
    Ge, Chunhe
    Huang, Lei
    INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT (EBM2011), VOLS 1-6, 2011, : 1036 - 1038
  • [37] Towards Big Data-based Sustainable Business Models and Sustainable Supply Chain
    Tamym, Lahcen
    Benyoucef, Lyes
    Moh, Ahmed Nait Sidi
    El Ouadghiri, Moulay Driss
    EMERGING TRENDS IN INTELLIGENT SYSTEMS & NETWORK SECURITY, 2023, 147 : 464 - 474
  • [38] Pareto-optimal contracts for a supply chain with satisficing objectives
    Shi, C.
    Chen, B.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2007, 58 (06) : 751 - 759
  • [39] Supply Chain Performance Analysis With Data Envelopment Analysis in TBBM PT. Pertamina Boyolali
    Hanif, Z.
    Kristy, P.
    Utami, M. W. D.
    Yuniaristanto
    Sutopo, W.
    2ND INTERNATIONAL CONFERENCE ON MATERIALS TECHNOLOGY AND ENERGY, 2020, 943
  • [40] Identification of Pareto-efficient facets in Data Envelopment Analysis
    Pitaktong, U
    Brockett, PL
    Mote, JR
    Rousseau, JJ
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 109 (03) : 559 - 570