An Application of Fuzzy Integrated Model in Green Supplier Selection

“Sustainability” term has not only become increasingly important globally for individual companies, but also become important for whole supply chains. The selection of supplier is a significant decision for the sustainability of supply chains. Literature review revealed that supplier selection is made traditionally based on economic attributes which are insufficient for sustainability of supply chains as sustainability requires taking economic, environmental, and social issues into account. For this purpose, this paper proposes determining the green supplier selection attributes and then developing a methodology for assessment and ranking of green suppliers based on determined attributes. The first contribution of this study is to propose a novel method, which is FROV (fuzzy extension of range of value) to literature. The latter is to utilize fuzzy extension of preference selection index (FPSI) to identify the weights of attributes. The third is to develop a novel fuzzy multiattribute decision-making model consisting of FPSI and FROV to determine the best supplier for a Turkish textile company.

[1]  S. Ali Torabi,et al.  Sustainable supplier selection and order allocation under operational and disruption risks , 2018 .

[2]  Mohammed F.M. Abushammala,et al.  Sustainable Construction in Sultanate of Oman: Factors Effecting Materials Utilization , 2017 .

[3]  Zenonas Turskis,et al.  An integrated model for extending brand based on fuzzy ARAS and ANP methods , 2014 .

[4]  A. Nagoor Gani,et al.  A New Operation on Triangular Fuzzy Number for Solving Fuzzy Linear Programming Problem , 2012 .

[5]  Ilton Curty Leal Junior,et al.  Performance assessment and evaluation method for passenger transportation: a step toward sustainability , 2017 .

[6]  Alvydas Balezentis,et al.  Personnel selection based on computing with words and fuzzy MULTIMOORA , 2012, Expert Syst. Appl..

[7]  Kamalakanta Muduli,et al.  Developing a sustainable development framework in the context of mining industries: AHP approach , 2015 .

[8]  K. Maniya,et al.  A selection of material using a novel type decision-making method: Preference selection index method , 2010 .

[9]  Joseph Sarkis,et al.  AN INTER- SECTORAL COMPARISON OF GREEN SUPPLY CHAIN MANAGEMENT IN CHINA: DRIVERS AND PRACTICES , 2006 .

[10]  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..

[11]  Shuo-Yan Chou,et al.  A Fuzzy MCDM Approach for Green Supplier Selection from the Economic and Environmental Aspects , 2016 .

[12]  Mariusz Jedliński,et al.  The Position of Green Logistics in Sustainable Development of a Smart Green City , 2014 .

[13]  Anjali Awasthi,et al.  Green supplier development program selection using NGT and VIKOR under fuzzy environment , 2016, Comput. Ind. Eng..

[14]  Judy A. Siguaw,et al.  Measuring the Performance of Suppliers: An Analysis of Evaluation Processes , 2002 .

[15]  O. Seroka-Stolka,et al.  The Development of Green Logistics for Implementation Sustainable Development Strategy in Companies , 2014 .

[16]  Kannan Govindan,et al.  Fuzzy Axiomatic Design approach based green supplier selection: A case study from Singapore , 2015 .

[17]  I. B. M. Kosamu,et al.  Conditions for sustainability of small-scale fisheries in developing countries , 2015 .

[18]  J. Yang,et al.  Green Supplier Evaluation and Selection in Apparel Manufacturing Using a Fuzzy Multi-Criteria Decision-Making Approach , 2017 .

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

[20]  Veronica Soebarto,et al.  Sustainability attitude and performance of construction enterprises: A China study , 2018 .

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

[22]  A. Haleem,et al.  An analysis of interactions among critical success factors to implement green supply chain management towards sustainability: An Indian perspective , 2015 .

[23]  Edmundas Kazimieras Zavadskas,et al.  A Novel Rough Range of Value Method (R-ROV) for Selecting Automatically Guided Vehicles (AGVs) , 2018 .

[24]  Madjid Tavana,et al.  An integrated green supplier selection approach with analytic network process and improved Grey relational analysis , 2015 .

[25]  S. Momtaz,et al.  Effectiveness of formal institutions in managing marine fisheries for sustainable fisheries development: A case study of a coastal commune in Vietnam , 2017 .

[26]  Ming-Lang Tseng,et al.  Multicriteria analysis of sustainable development indicators in the construction minerals industry in China , 2015 .

[27]  Hu-Chen Liu,et al.  Green Supplier Evaluation and Selection Using Cloud Model Theory and the QUALIFLEX Method , 2017 .

[28]  Samir K. Srivastava,et al.  Green Supply-Chain Management: A State-of-the-Art Literature Review , 2007 .

[29]  Devika Kannan,et al.  Green vendor evaluation and selection using AHP and Taguchi loss functions in production outsourcing in mining industry , 2015 .

[30]  Mingzhen Li,et al.  A Fuzzy-Grey Multicriteria Decision Making Approach for Green Supplier Selection in Low-Carbon Supply Chain , 2017 .

[31]  C. Monge,et al.  Determining the importance of the supplier selection process in manufacturing: a case study , 2004 .

[32]  G. Noci,et al.  Designing "green" vendor rating systems for the assessment of suppliers environmental performance , 1997 .

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

[34]  E. S. Gonzalez,et al.  Decision-support models for sustainable mining networks: fundamentals and challenges , 2016 .

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

[36]  T. Pitcher,et al.  Towards sustainable fisheries: A multi-criteria participatory approach to assessing indicators of sustainable fishing communities: A case study from Cartagena (Spain) , 2016 .

[37]  Joseph Sarkis,et al.  Green supply chain practices evaluation in the mining industry using a joint rough sets and fuzzy TOPSIS methodology , 2015 .

[38]  Kannan Govindan,et al.  Application of fuzzy VIKOR for evaluation of green supply chain management practices , 2015 .

[39]  S. Kholeif,et al.  Towards sustainable fisheries management in emerging markets: An overview of properties, gaps and opportunities in Egypt , 2016 .

[40]  A. Fleming,et al.  The Sustainable Development Goals: A case study. , 2017 .

[41]  Giuseppe Lembo,et al.  Multi-criteria decision-making for fisheries management: A case study of Mediterranean demersal fisheries , 2015 .

[42]  S. H. Cheraghi,et al.  Critical Success Factors For Supplier Selection: An Update , 2011 .

[43]  Mohd Rizaimy Shaharudin,et al.  Green innovation adoption in automotive supply chain: the Malaysian case , 2015 .

[44]  Daofang Chang,et al.  Carbon footprint based green supplier selection under dynamic environment , 2018 .

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

[46]  Steven A. Melnyk,et al.  Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process , 2002, Eur. J. Oper. Res..

[47]  Gary W. Dickson,et al.  AN ANALYSIS OF VENDOR SELECTION SYSTEMS AND DECISIONS , 1966 .

[48]  Alev Taskin Gumus,et al.  A Combined Fuzzy-AHP and Fuzzy-GRA Methodology for Hydrogen Energy Storage Method Selection in Turkey , 2013 .

[49]  Erkan Celik,et al.  An Integrated Best-Worst and Interval Type-2 Fuzzy TOPSIS Methodology for Green Supplier Selection , 2018, Mathematics.

[50]  R. Klassen,et al.  Environmental management and manufacturing performance: The role of collaboration in the supply chain , 2008 .

[51]  Lars Coenen,et al.  The Role of Trials and Demonstration Projects in the Development of a Sustainable Bioeconomy , 2017 .

[52]  Yixi Xue Performance Evaluation of Green Supply Chain , 2010, 2010 2nd International Conference on E-business and Information System Security.

[53]  Masoud Rahiminezhad Galankashi,et al.  ScienceDirect 12 th Global Conference on Sustainable Manufacturing Prioritizing Green Supplier Selection Criteria using Fuzzy Analytical Network Process , 2015 .

[54]  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..

[55]  Víctor Yepes,et al.  A Review of Multi-Criteria Decision-Making Methods Applied to the Sustainable Bridge Design , 2016 .

[56]  Chandra Prakash Garg,et al.  An integrated framework for sustainable supplier selection and evaluation in supply chains , 2017 .

[57]  Suzana Kahn Ribeiro,et al.  The use of sustainability indicators in urban passenger transport during the decision-making process: the case of Rio de Janeiro, Brazil , 2013 .

[58]  S. Rahman,et al.  Indian textile suppliers' sustainability evaluation using the grey approach , 2012 .

[59]  Felix T. S. Chan,et al.  Using case-based reasoning to evaluate supplier environmental management performance , 2003, Expert Syst. Appl..

[60]  Fredrik Nilsson,et al.  Developing environmentally sustainable logistics. Exploring themes and challenges from a logistics service providers' perspective , 2016 .

[61]  Ferenc Szidarovszky,et al.  Multi-attribute decision making: dominance with respect to an importance order of the attributes , 1993 .

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

[63]  Morteza Yazdani,et al.  Risk Analysis of Critical Infrastructures Using Fuzzy Copras , 2011 .

[64]  Ali H. Diabat,et al.  Integrated fuzzy multi criteria decision making method and multi-objective programming approach for supplier selection and order allocation in a green supply chain , 2013 .

[65]  W. Pedrycz,et al.  A fuzzy extension of Saaty's priority theory , 1983 .

[66]  S. Erzurumlu,et al.  Sustainable mining development with community using design thinking and multi-criteria decision analysis , 2015 .

[68]  Özer Uygun,et al.  Performance evaluation of green supply chain management using integrated fuzzy multi-criteria decision making techniques , 2016, Comput. Ind. Eng..