A Hybrid Multiple Criteria Group Decision-Making Approach for Green Supplier Selection in the TFT-LCD Industry

The awareness of the need for environmental protection is increasing throughout the world. The focuses of green supplier selection are on considering environmental criteria and strengthening the competitiveness of the entire supply chain. The purpose of this study is to develop a green supplier selection procedure for the thin film transistor liquid crystal display (TFT-LCD) industry using polarizer suppliers as an example. First, a decision framework for green supplier selection is developed based on literatures and the supplier audit forms provided by an anonymous flat panel display manufacturer in Taiwan. Then, a hybrid multiple criteria group decision-making (MCGDM) method is proposed based on analytic hierarchy process (AHP), entropy, elimination and choice expressing the reality III (ELECTRE III), and the linear assignment method to assist the manufacturer in choosing among four polarizer suppliers. The final ranking results for green supplier selection and different opinions from each department are provided. An improvement report is suggested to enhance suppliers’ performance. For the evaluation procedure, most managers emphasize the importance of current capability and the capability of research and development. Furthermore, we found that the subsidiary supplier should improve quality control competence immediately to be considered as the potential candidate of primary supplier.

[1]  Philippe Vincke,et al.  Multicriteria Decision-Aid , 1992 .

[2]  Anjali Awasthi,et al.  A fuzzy multicriteria approach for evaluating environmental performance of suppliers , 2010 .

[3]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey , 1981, Lecture Notes in Economics and Mathematical Systems.

[4]  T. L. Saaty A Scaling Method for Priorities in Hierarchical Structures , 1977 .

[5]  Morteza Yazdani,et al.  An integrated MCDM approach to green supplier selection , 2014 .

[6]  Martin Rogers,et al.  USING ELECTRE III TO CHOOSE ROUTE FOR DUBLIN PORT MOTORWAY , 2000 .

[7]  P. K. Humphreysa,et al.  Integrating environmental criteria into the supplier selection process , 2015 .

[8]  Xiaowei Xu,et al.  Multi-criteria decision making approaches for supplier evaluation and selection: A literature review , 2010, Eur. J. Oper. Res..

[9]  Qinghua Zhu,et al.  Evaluating green supplier development programs at a telecommunications systems provider , 2012 .

[10]  Milan Zeleny,et al.  Multiple Criteria Decision Making (MCDM) , 2004 .

[11]  G. Tuzkaya,et al.  Environmental performance evaluation of suppliers: A hybrid fuzzy multi-criteria decision approach , 2009 .

[12]  Gülçin Büyüközkan,et al.  A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers , 2012, Expert Syst. Appl..

[13]  Ru-Jen Lin Using fuzzy DEMATEL to evaluate the green supply chain management practices , 2013 .

[14]  Theodor J. Stewart,et al.  Multiple criteria decision analysis - an integrated approach , 2001 .

[15]  R. J. Kuo,et al.  Integration of artificial neural network and MADA methods for green supplier selection , 2010 .

[16]  K. Govindan,et al.  A fuzzy multi criteria approach for measuring sustainability performance of a supplier based on triple bottom line approach , 2013 .

[17]  M. Tseng,et al.  Evaluating firm's green supply chain management in linguistic preferences , 2013 .

[18]  H. Chan,et al.  The influence of greening the suppliers and green innovation on environmental performance and competitive advantage in Taiwan , 2011 .

[19]  Huiru Zhao,et al.  Selecting Green Supplier of Thermal Power Equipment by Using a Hybrid MCDM Method for Sustainability , 2014 .

[20]  Pekka Salminen,et al.  Choosing a solid waste management system using multicriteria decision analysis , 1997 .

[21]  Gülçin Büyüközkan,et al.  An integrated fuzzy multi-criteria group decision-making approach for green supplier evaluation , 2012 .

[22]  Charbel José Chiappetta Jabbour,et al.  Selecting green suppliers based on GSCM practices: Using fuzzy TOPSIS applied to a Brazilian electronics company , 2014, Eur. J. Oper. Res..

[23]  Gülçin Büyüközkan,et al.  A novel fuzzy multi-criteria decision framework for sustainable supplier selection with incomplete information , 2011, Comput. Ind..

[24]  James Nga-Kwok Liu,et al.  Application of decision-making techniques in supplier selection: A systematic review of literature , 2013, Expert Syst. Appl..

[25]  Lakshman S. Thakur,et al.  Supplier selection using fuzzy AHP and fuzzy multi-objective linear programming for developing low carbon supply chain , 2012, Expert Syst. Appl..

[26]  He-Yau Kang,et al.  A green supplier selection model for high-tech industry , 2009, Expert Syst. Appl..

[27]  B. Roy THE OUTRANKING APPROACH AND THE FOUNDATIONS OF ELECTRE METHODS , 1991 .

[28]  G. Bruno,et al.  Greener supplier selection: state of the art and some empirical evidence , 2013 .

[29]  Johan Springael,et al.  PROMETHEE and AHP: The design of operational synergies in multicriteria analysis.: Strengthening PROMETHEE with ideas of AHP , 2004, Eur. J. Oper. Res..

[30]  C. Hwang Multiple Objective Decision Making - Methods and Applications: A State-of-the-Art Survey , 1979 .

[31]  Marta Herva,et al.  Review of combined approaches and multi-criteria analysis for corporate environmental evaluation , 2013 .

[32]  Vitaliy V. Tsyganok,et al.  Investigation of the aggregation effectiveness of expert estimates obtained by the pairwise comparison method , 2010, Math. Comput. Model..

[33]  S Kafandaris ELECTRE and Decision Support: Methods and Applications in Engineering and Infrastructure Investment , 2002, J. Oper. Res. Soc..

[34]  Qinghua Zhu,et al.  A portfolio‐based analysis for green supplier management using the analytical network process , 2010 .

[35]  Ardeshir Bahreininejad,et al.  Sustainable supplier selection: A ranking model based on fuzzy inference system , 2012, Appl. Soft Comput..

[36]  B. Roy The outranking approach and the foundations of electre methods , 1991 .

[37]  Kannan Govindan,et al.  Multi criteria decision making approaches for green supplier evaluation and selection: a literature review , 2015 .

[38]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[39]  Tao Chen,et al.  Using AHP-Entropy weight and TOPSIS methodology in green supplier selection , 2014 .

[40]  Matthias Ehrgott,et al.  Multiple criteria decision analysis: state of the art surveys , 2005 .

[41]  A. M. Fet,et al.  What is required for greener supplier selection? A literature review and conceptual model development , 2013 .

[42]  Chih-Hung Wu,et al.  Fuzzy DEMATEL method for developing supplier selection criteria , 2011, Expert Syst. Appl..

[43]  Gwo-Hshiung Tzeng,et al.  The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR , 2012 .

[44]  Ching-Lai Hwang,et al.  Fuzzy Multiple Attribute Decision Making - Methods and Applications , 1992, Lecture Notes in Economics and Mathematical Systems.

[45]  Stefan Seuring,et al.  A review of modeling approaches for sustainable supply chain management , 2013, Decis. Support Syst..

[46]  Joseph Sarkis,et al.  Integrating sustainability into supplier selection with grey system and rough set methodologies , 2010 .

[47]  J. J. Bernardo,et al.  A Programming Model of Consumer Choice Among Multi-Attributed Brands , 1977 .

[48]  Shiu-Wan Hung,et al.  Competitive strategies for Taiwan's thin film transistor-liquid crystal display (TFT-LCD) industry , 2006 .

[49]  Ali H. Diabat,et al.  A fuzzy multi criteria approach for evaluating green supplier's performance in green supply chain with linguistic preferences , 2013 .

[50]  M. T. Escobar,et al.  Aggregation of Individual Preference Structures in Ahp-Group Decision Making , 2007 .