How to use fuzzy screening system and data envelopment analysis for clustering sustainable suppliers? A case study in Iran
PurposeThe aim of this paper is to classify suppliers into some clusters based on sustainability factors. However, there might be some unqualified suppliers and we should identify and remove those suppliers before clustering.Design/methodology/approachFirst, using fuzzy screening system, the authors...
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| Published in | Journal of enterprise information management Vol. 34; no. 1; pp. 199 - 229 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Bradford
Emerald Publishing Limited
28.01.2021
Emerald Group Publishing Limited |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1741-0398 1758-7409 |
| DOI | 10.1108/JEIM-09-2019-0262 |
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| Abstract | PurposeThe aim of this paper is to classify suppliers into some clusters based on sustainability factors. However, there might be some unqualified suppliers and we should identify and remove those suppliers before clustering.Design/methodology/approachFirst, using fuzzy screening system, the authors identify and remove the unqualified suppliers. Then, the authors run their proposed clustering method. This paper proposes a data envelopment analysis (DEA) algorithm to cluster suppliers.FindingsThis paper presents a two-aspect DEA-based algorithm for clustering suppliers into clusters. The first aspect applied DEA to consider efficient frontiers and the second aspect applied DEA to consider inefficient frontiers. The authors examine their proposed clustering approach by a numerical example. The results confirmed that their method can cluster DMUs into clusters.Originality/valueThe main contributions of this paper are as follows: This paper develops a new clustering algorithm based on DEA models. This paper presents a new DEA model in inefficiency aspect. For the first time, the authors’ proposed algorithm uses fuzzy screening system and DEA to select suppliers. Our proposed method clusters suppliers of MPASR based on sustainability factors. |
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| AbstractList | PurposeThe aim of this paper is to classify suppliers into some clusters based on sustainability factors. However, there might be some unqualified suppliers and we should identify and remove those suppliers before clustering.Design/methodology/approachFirst, using fuzzy screening system, the authors identify and remove the unqualified suppliers. Then, the authors run their proposed clustering method. This paper proposes a data envelopment analysis (DEA) algorithm to cluster suppliers.FindingsThis paper presents a two-aspect DEA-based algorithm for clustering suppliers into clusters. The first aspect applied DEA to consider efficient frontiers and the second aspect applied DEA to consider inefficient frontiers. The authors examine their proposed clustering approach by a numerical example. The results confirmed that their method can cluster DMUs into clusters.Originality/valueThe main contributions of this paper are as follows: This paper develops a new clustering algorithm based on DEA models. This paper presents a new DEA model in inefficiency aspect. For the first time, the authors’ proposed algorithm uses fuzzy screening system and DEA to select suppliers. Our proposed method clusters suppliers of MPASR based on sustainability factors. |
| Author | Farzipoor Saen, Reza Shamsi, Mohadeseh Ahmadi, Kourosh Izadikhah, Mohammad |
| Author_xml | – sequence: 1 givenname: Mohammad surname: Izadikhah fullname: Izadikhah, Mohammad email: m_izadikhah@yahoo.com – sequence: 2 givenname: Reza orcidid: 0000-0002-0851-6509 surname: Farzipoor Saen fullname: Farzipoor Saen, Reza email: farzipour@yahoo.com – sequence: 3 givenname: Kourosh surname: Ahmadi fullname: Ahmadi, Kourosh email: ahmadikourosh.ie@gmail.com – sequence: 4 givenname: Mohadeseh surname: Shamsi fullname: Shamsi, Mohadeseh email: msh.shamsi@gmail.com |
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| Cites_doi | 10.1016/j.eswa.2015.12.025 10.1016/j.ijpe.2009.11.023 10.1108/13598541211258591 10.1016/j.jclepro.2010.03.020 10.1016/j.cor.2017.06.003 10.1016/j.omega.2013.05.007 10.1016/j.jclepro.2008.04.020 10.1016/j.asoc.2012.01.023 10.1016/j.eswa.2008.11.052 10.1016/j.cor.2017.01.006 10.1108/13598540010320009 10.1108/13598541011054670 10.1007/s10479-015-1941-2 10.1016/j.eswa.2010.06.086 10.1007/s10479-009-0556-x 10.1016/j.eswa.2018.12.010 10.1108/IJPDLM-06-2012-0195 10.1080/13615930220127279 10.2307/2601208 10.1016/j.cie.2018.02.041 10.1016/j.trd.2016.11.030 10.1016/j.jclepro.2010.08.007 10.1007/978-94-011-2014-2_24 10.1016/j.ijpe.2011.03.005 10.1016/j.ijpe.2013.12.026 10.1016/j.jclepro.2017.08.054 10.1016/0377-2217(78)90138-8 10.17485/ijst/2014/v7i11.19 10.1016/j.ejor.2008.10.022 10.1016/j.cie.2014.03.016 10.1108/JEIM-01-2017-0026 10.1108/JEIM-07-2018-0166 10.1016/j.eswa.2009.06.004 10.1016/0278-4254(92)90004-H 10.1080/09537287.2014.963726 10.1016/j.cie.2012.01.009 10.1016/j.energy.2010.12.034 10.1108/JEIM-08-2016-0141 10.1016/j.cor.2017.10.002 10.1016/j.jocs.2017.02.011 10.1016/j.ecolecon.2011.01.001 10.1016/S0377-2217(98)00098-8 10.1016/j.pursup.2012.04.001 10.1016/j.ejor.2009.01.027 10.1016/j.knosys.2012.03.007 10.1108/JEIM-01-2018-0020 10.1016/j.jclepro.2018.08.092 10.1108/01409171111171500 10.1007/s10479-018-2790-6 10.1016/j.cie.2018.09.031 10.1016/j.jclepro.2015.09.038 10.1016/j.eswa.2010.09.091 10.1016/j.compind.2010.10.009 10.1504/IJPM.2008.018432 10.1016/j.trd.2016.09.003 10.1016/j.eswa.2019.07.016 10.1016/j.ejor.2011.06.043 10.1016/j.ijpe.2011.06.012 10.1080/00207540903175145 10.1016/j.ijpe.2018.03.022 10.1016/j.jclepro.2018.02.211 10.1016/j.eswa.2018.05.028 10.1016/j.jmsy.2018.11.002 10.1016/j.spc.2019.08.009 10.1108/JEIM-12-2017-0175 10.17485/ijst/2015/v8iS8/71505 10.1016/j.jclepro.2016.08.021 10.5121/ijfcst.2014.4501 10.1016/j.ijpe.2018.03.021 10.1021/ie060692l |
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| Keywords | Data envelopment analysis (DEA) Sustainable supply chain management Enhanced Russell model (ERM) DEA-Based clustering method Fuzzy screening system |
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| References | (key2021123113232729200_ref009) 2010; 37 (key2021123113232729200_ref039) 2016; 137 (key2021123113232729200_ref048) 2012; 18 (key2021123113232729200_ref079) 2010; 15 (key2021123113232729200_ref033) 2012; 17 (key2021123113232729200_ref015) 2012; 63 (key2021123113232729200_ref034) 2018; 183 (key2021123113232729200_ref025) 2015; 8 (key2021123113232729200_ref049) 2010; 18 (key2021123113232729200_ref038) 2016; 49 (key2021123113232729200_ref035) 1999 (key2021123113232729200_ref058) 2019; 32 (key2021123113232729200_ref020) 2011; 62 (key2021123113232729200_ref014) 2012; 135 (key2021123113232729200_ref041) 2017; 34 (key2021123113232729200_ref075) 1993 (key2021123113232729200_ref078) 2019; 121 (key2021123113232729200_ref010) 2017; 147 (key2021123113232729200_ref071) 2018; 31 (key2021123113232729200_ref069) 2018; 31 (key2021123113232729200_ref077) 2017; 166 (key2021123113232729200_ref018) 2018; 31 (key2021123113232729200_ref026) 2019; 209 (key2021123113232729200_ref021) 1978; 2 (key2021123113232729200_ref029) 2009; 172 (key2021123113232729200_ref031) 2014; 2 (key2021123113232729200_ref067) 2020; 21 (key2021123113232729200_ref030) 2008; 1 (key2021123113232729200_ref045) 2018; 110 (key2021123113232729200_ref055) 2015; 26 (key2021123113232729200_ref065) 2011; 38 (key2021123113232729200_ref024) 2014; 7 (key2021123113232729200_ref060) 2014; 4 (key2021123113232729200_ref070) 2008; 1 (key2021123113232729200_ref040) 2018; 100 (key2021123113232729200_ref042) 2017; 51 (key2021123113232729200_ref073) 2013; 40 (key2021123113232729200_ref051) 2009; 36 (key2021123113232729200_ref013) 1994 (key2021123113232729200_ref062) 1999; 115 (key2021123113232729200_ref027) 2010; 48 (key2021123113232729200_ref005) 2017; 258 (key2021123113232729200_ref008) 1998; 30 (key2021123113232729200_ref032) 2016; 171 (key2021123113232729200_ref061) 2018; 31 (key2021123113232729200_ref002) 2011; 215 (key2021123113232729200_ref064) 2009; 199 (key2021123113232729200_ref003) 2018; 126 (key2021123113232729200_ref054) 2002; 6 (key2021123113232729200_ref037) 2016; 50 (key2021123113232729200_ref007) 2013; 43 (key2021123113232729200_ref052) 2019; 239 (key2021123113232729200_ref017) 2014; 72 (key2021123113232729200_ref019) 2018; 89 (key2021123113232729200_ref068) 2008; 16 (key2021123113232729200_ref016) 2014; 152 (key2021123113232729200_ref046) 2017; 21 (key2021123113232729200_ref066) 2018; 202 (key2021123113232729200_ref012) 2010; 124 (key2021123113232729200_ref028) 2011; 70 (key2021123113232729200_ref076) 2011; 38 (key2021123113232729200_ref047) 1992; 11 (key2021123113232729200_ref043) 2017; 51 (key2021123113232729200_ref059) 2019; 50 (key2021123113232729200_ref072) 2010; 200 (key2021123113232729200_ref057) 2014; 27 (key2021123113232729200_ref036) 2020; 139 (key2021123113232729200_ref050) 2011; 36 (key2021123113232729200_ref074) 2000; 5 (key2021123113232729200_ref044) 2018; 269 (key2021123113232729200_ref004) 2012; 12 (key2021123113232729200_ref053) 2011; 132 (key2021123113232729200_ref022) 2018; 118 (key2021123113232729200_ref023) 2014; 42 (key2021123113232729200_ref056) 2007; 46 (key2021123113232729200_ref011) 2018; 98 (key2021123113232729200_ref006) 2011; 34 (key2021123113232729200_ref001) 2018; 201 (key2021123113232729200_ref063) 2012; 31 |
| References_xml | – volume: 50 start-page: 107 year: 2016 ident: key2021123113232729200_ref037 article-title: Bank branch operational performance: a robust multivariate and clustering approach publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2015.12.025 – volume: 124 start-page: 252 year: 2010 ident: key2021123113232729200_ref012 article-title: Integrating sustainability into supplier selection with grey system and rough set methodologies publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2009.11.023 – volume: 1 start-page: 54 year: 2008 ident: key2021123113232729200_ref070 article-title: AHP approach for supplier evaluation and selection in a steel manufacturing company publication-title: Journal of Industrial Engineering and Management – volume: 17 start-page: 531 year: 2012 ident: key2021123113232729200_ref033 article-title: Extending sustainability to suppliers: a systematic literature review publication-title: Supply Chain Management: International Journal doi: 10.1108/13598541211258591 – volume: 18 start-page: 1161 year: 2010 ident: key2021123113232729200_ref049 article-title: Integration of artificial neural network and MADA methods for green supplier selection publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2010.03.020 – volume: 98 start-page: 284 year: 2018 ident: key2021123113232729200_ref011 article-title: Assessing sustainability of supply chains by double Frontier network DEA: a big data approach publication-title: Computers and Operations Research doi: 10.1016/j.cor.2017.06.003 – volume: 42 start-page: 179 year: 2014 ident: key2021123113232729200_ref023 article-title: Best-practice benchmarking using clustering methods: application to energy regulation publication-title: Omega doi: 10.1016/j.omega.2013.05.007 – volume: 16 start-page: 1699 year: 2008 ident: key2021123113232729200_ref068 article-title: From a literature review to a conceptual framework for sustainable supply chain management publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2008.04.020 – volume: 12 start-page: 1668 year: 2012 ident: key2021123113232729200_ref004 article-title: Sustainable supplier selection: a ranking model based on fuzzy inference system publication-title: Applied Soft Computing doi: 10.1016/j.asoc.2012.01.023 – volume: 171 start-page: 455 issue: Part 4 year: 2016 ident: key2021123113232729200_ref032 article-title: Supply chain sustainability: a risk management approach publication-title: International Journal of Production Economics – volume: 36 start-page: 7917 year: 2009 ident: key2021123113232729200_ref051 article-title: A green supplier selection model for high-tech industry publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2008.11.052 – volume: 89 start-page: 348 year: 2018 ident: key2021123113232729200_ref019 article-title: Developing a novel model of data envelopment analysis–discriminant analysis for predicting group membership of suppliers in sustainable supply chain publication-title: Computers and Operations Research doi: 10.1016/j.cor.2017.01.006 – volume: 5 start-page: 90 year: 2000 ident: key2021123113232729200_ref074 article-title: An optimization approach to determining the number of vendors to employ publication-title: International Journal of Supply Chain Management doi: 10.1108/13598540010320009 – volume: 15 start-page: 306 year: 2010 ident: key2021123113232729200_ref079 article-title: A portfolio-based analysis for green supplier management using the analytical network process publication-title: Supply Chain Management: International Journal doi: 10.1108/13598541011054670 – volume: 34 start-page: 1 year: 2017 ident: key2021123113232729200_ref041 article-title: How to assess sustainability of suppliers in the presence of dual-role factor and volume discounts? A data envelopment analysis approach publication-title: Asia Pacific Journal of Operational Research – volume: 258 start-page: 301 year: 2017 ident: key2021123113232729200_ref005 article-title: On modelling non-linear quantity discounts in a supplier selection problem by mixed linear integer optimization publication-title: Annals of Operations Research doi: 10.1007/s10479-015-1941-2 – volume: 38 start-page: 458 year: 2011 ident: key2021123113232729200_ref065 article-title: A strategic model using structural equation modeling and fuzzy logic in supplier selection publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2010.06.086 – volume: 172 start-page: 177 year: 2009 ident: key2021123113232729200_ref029 article-title: A decision model for ranking suppliers in the presence of cardinal and ordinal data, weight restrictions, and nondiscretionary factors publication-title: Annals of Operations Research doi: 10.1007/s10479-009-0556-x – volume: 121 start-page: 1 year: 2019 ident: key2021123113232729200_ref078 article-title: A group decision making sustainable supplier selection approach using extended TOPSIS under interval-valued Pythagorean fuzzy environment publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2018.12.010 – volume: 43 start-page: 511 year: 2013 ident: key2021123113232729200_ref007 article-title: Interaction: a new focus for supply chain vs supply chain competition publication-title: International Journal of Physical Distribution and Logistics Management doi: 10.1108/IJPDLM-06-2012-0195 – volume: 6 start-page: 27 year: 2002 ident: key2021123113232729200_ref054 article-title: Fuzzy screening for land suitability analysis publication-title: Geographical and Environmental Modelling doi: 10.1080/13615930220127279 – volume: 30 start-page: 172 year: 1998 ident: key2021123113232729200_ref008 article-title: Non parametric Frontier models for assessing the market and cost efficiency of large-scale bank branch networks publication-title: Journal of Money, Credit, and Banking doi: 10.2307/2601208 – volume: 118 start-page: 237 year: 2018 ident: key2021123113232729200_ref022 article-title: A bi-objective sustainable supplier selection and order allocation considering quantity discounts under disruption risks: a case study in plastic industry publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2018.02.041 – volume: 51 start-page: 102 year: 2017 ident: key2021123113232729200_ref043 article-title: How to assess sustainability of suppliers in volume discount context? A new data envelopment analysis approach publication-title: Transportation Research Part D: Transport and Environment doi: 10.1016/j.trd.2016.11.030 – volume: 40 start-page: 22 year: 2013 ident: key2021123113232729200_ref073 article-title: Evaluating firm's green supply chain management in linguistic preferences publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2010.08.007 – start-page: 251 volume-title: Fuzzy Logic: State of the Art year: 1993 ident: key2021123113232729200_ref075 article-title: Fuzzy screening systems doi: 10.1007/978-94-011-2014-2_24 – volume: 132 start-page: 52 year: 2011 ident: key2021123113232729200_ref053 article-title: Supplier selection-order allocation: a two-stage multiple criteria dynamic programming approach publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2011.03.005 – volume-title: The Impact of the Auto Industry on the Economy year: 1994 ident: key2021123113232729200_ref013 – volume: 152 start-page: 131 year: 2014 ident: key2021123113232729200_ref016 article-title: Sustainable supply chain management practices and dynamic capabilities in the food industry: a critical analysis of the literature publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2013.12.026 – volume: 166 start-page: 537 year: 2017 ident: key2021123113232729200_ref077 article-title: A robust fuzzy possibilistic programming for a new network GP-DEA model to evaluate sustainable supply chains publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2017.08.054 – volume: 27 start-page: 143 issue: 2 year: 2014 ident: key2021123113232729200_ref057 article-title: Performance assessment in production systems without explicit inputs: an application to basketball players publication-title: IMA Journal of Management Mathematics – volume: 2 start-page: 429 year: 1978 ident: key2021123113232729200_ref021 article-title: Measuring the efficiency of decision making units publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(78)90138-8 – volume: 7 start-page: 1765 year: 2014 ident: key2021123113232729200_ref024 article-title: Stochastic multiplicative DEA model for measuring the efficiency and ranking of DMUs under VRS technology publication-title: Indian Journal of Science and Technology doi: 10.17485/ijst/2014/v7i11.19 – volume: 199 start-page: 276 year: 2009 ident: key2021123113232729200_ref064 article-title: A new clustering approach using data envelopment analysis publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2008.10.022 – volume: 72 start-page: 169 year: 2014 ident: key2021123113232729200_ref017 article-title: A clustering method for evaluating the environmental performance based on slacks-based measure publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2014.03.016 – volume: 31 start-page: 492 year: 2018 ident: key2021123113232729200_ref069 article-title: An application of network data envelopment analysis with fuzzy data for the performance evaluation in cargo sector publication-title: Journal of Enterprise Information Management doi: 10.1108/JEIM-01-2017-0026 – volume: 239 year: 2019 ident: key2021123113232729200_ref052 article-title: A fuzzy three-stage multi-attribute decision-making approach based on customer needs for sustainable supplier selection publication-title: Journal of Cleaner Production – volume: 32 start-page: 778 year: 2019 ident: key2021123113232729200_ref058 article-title: Strategic collaboration and sustainable supply chain management: the mediating role of internal and external knowledge sharing publication-title: Journal of Enterprise Information Management doi: 10.1108/JEIM-07-2018-0166 – volume: 37 start-page: 1235 year: 2010 ident: key2021123113232729200_ref009 article-title: The Fuzzy ART algorithm: a categorization method for supplier evaluation and selection publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2009.06.004 – volume: 11 start-page: 357 year: 1992 ident: key2021123113232729200_ref047 article-title: Data envelopment analysis for monitoring customer supplier relationships publication-title: Journal of Accounting and Public Policy doi: 10.1016/0278-4254(92)90004-H – volume: 26 start-page: 673 issue: 8 year: 2015 ident: key2021123113232729200_ref055 article-title: Environmental and social supply chain management sustainability practices: construct development and measurement publication-title: Production Planning and Control doi: 10.1080/09537287.2014.963726 – volume: 63 start-page: 13 year: 2012 ident: key2021123113232729200_ref015 article-title: Data envelopment analysis of clinics with sparse data: fuzzy clustering approach publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2012.01.009 – volume: 36 start-page: 1797 year: 2011 ident: key2021123113232729200_ref050 article-title: Using climate classification to evaluate building energy performance publication-title: Energy doi: 10.1016/j.energy.2010.12.034 – volume: 31 start-page: 38 year: 2018 ident: key2021123113232729200_ref061 article-title: Mediating and moderating influencers of firm performance: supply chain managers perspective publication-title: Journal of Enterprise Information Management doi: 10.1108/JEIM-08-2016-0141 – volume: 100 start-page: 343 year: 2018 ident: key2021123113232729200_ref040 article-title: Assessing sustainability of supply chains by chance-constrained two-stage DEA model in the presence of undesirable factors publication-title: Computers and Operations Research doi: 10.1016/j.cor.2017.10.002 – volume: 21 start-page: 299 year: 2017 ident: key2021123113232729200_ref046 article-title: Integrating DEA with DE and MODE for sustainable supplier selection publication-title: Journal of Computational Science doi: 10.1016/j.jocs.2017.02.011 – volume: 70 start-page: 1088 year: 2011 ident: key2021123113232729200_ref028 article-title: A new fuzzy multi-criteria framework for measuring sustainability performance of a supply chain publication-title: Ecological Economics doi: 10.1016/j.ecolecon.2011.01.001 – volume: 115 start-page: 596 year: 1999 ident: key2021123113232729200_ref062 article-title: An enhanced DEA Russell graph efficiency measure publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(98)00098-8 – volume: 18 start-page: 218 year: 2012 ident: key2021123113232729200_ref048 article-title: Sustainability in shipper-logistics service provider relationships: a tentative taxonomy based on agency theory and stimulus-response analysis publication-title: Journal of Purchasing and Supply Management doi: 10.1016/j.pursup.2012.04.001 – volume-title: Introduction to Supply Chain Management year: 1999 ident: key2021123113232729200_ref035 – volume: 200 start-page: 901 year: 2010 ident: key2021123113232729200_ref072 article-title: Variations on the theme of slacks-based measure of efficiency in DEA publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2009.01.027 – volume: 31 start-page: 183 year: 2012 ident: key2021123113232729200_ref063 article-title: Fuzzy classification using the data envelopment analysis publication-title: Knowledge-Based Systems doi: 10.1016/j.knosys.2012.03.007 – volume: 31 start-page: 550 year: 2018 ident: key2021123113232729200_ref018 article-title: Pythagorean fuzzy CODAS and its application to supplier selection in a manufacturing firm publication-title: Journal of Enterprise Information Management doi: 10.1108/JEIM-01-2018-0020 – volume: 202 start-page: 226 year: 2018 ident: key2021123113232729200_ref066 article-title: Incorporating dynamic concept into gradual efficiency: improving suppliers in sustainable supplier development publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2018.08.092 – volume: 34 start-page: 1107 year: 2011 ident: key2021123113232729200_ref006 article-title: Supply chain vs supply chain competition: a niche-based approach publication-title: Management Research Review doi: 10.1108/01409171111171500 – volume: 2 start-page: 56 year: 2014 ident: key2021123113232729200_ref031 article-title: A BL-algebra-based method for fuzzy screening publication-title: Asian Journal of Fuzzy and Applied Mathematics – volume: 269 start-page: 241 issue: 1-2 year: 2018 ident: key2021123113232729200_ref044 article-title: How to assess sustainability of suppliers in the presence of volume discount and negative data in data envelopment analysis? publication-title: Annals of Operations Research doi: 10.1007/s10479-018-2790-6 – volume: 126 start-page: 122 year: 2018 ident: key2021123113232729200_ref003 article-title: A resilient-sustainable based supplier selection model using a hybrid intelligent method publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2018.09.031 – volume: 147 start-page: 694 year: 2017 ident: key2021123113232729200_ref010 article-title: An integrated data envelopment analysis–mathematical programming approach to strategic biodiesel supply chain network design problem publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2015.09.038 – volume: 38 start-page: 4244 year: 2011 ident: key2021123113232729200_ref076 article-title: Using multi-objective genetic algorithm for partner selection in green supply chain problems publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2010.09.091 – volume: 62 start-page: 164 year: 2011 ident: key2021123113232729200_ref020 article-title: A novel fuzzy multi-criteria decision framework for sustainable supplier selection with incomplete information publication-title: Computers in Industry doi: 10.1016/j.compind.2010.10.009 – volume: 1 start-page: 472 year: 2008 ident: key2021123113232729200_ref030 article-title: A data envelopment analysis approach to supplier selection in volume discount environments publication-title: International Journal of Procurement Management doi: 10.1504/IJPM.2008.018432 – volume: 49 start-page: 110 year: 2016 ident: key2021123113232729200_ref038 article-title: Evaluating sustainability of supply chains by two-stage range directional measure in the presence of negative data publication-title: Transportation Research Part D: Transport and Environment doi: 10.1016/j.trd.2016.09.003 – volume: 139 start-page: 112799 year: 2020 ident: key2021123113232729200_ref036 article-title: Resilient supplier selection in logistics 4.0 with heterogeneous information publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2019.07.016 – volume: 51 start-page: 102 year: 2017 ident: key2021123113232729200_ref042 article-title: How to assess sustainability of suppliers in volume discount context? A new data envelopment analysis approach publication-title: Transportation Research Part D: Transport and Environment doi: 10.1016/j.trd.2016.11.030 – volume: 215 start-page: 498 year: 2011 ident: key2021123113232729200_ref002 article-title: Some clarifications on the DEA clustering approach publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2011.06.043 – volume: 135 start-page: 647 year: 2012 ident: key2021123113232729200_ref014 article-title: Indian textile suppliers' sustainability evaluation using the grey approach publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2011.06.012 – volume: 48 start-page: 567 year: 2010 ident: key2021123113232729200_ref027 article-title: A joint location and outsourcing sustainability analysis for a strategic off shoring decision publication-title: International Journal of Production Research doi: 10.1080/00207540903175145 – volume: 209 start-page: 374 year: 2019 ident: key2021123113232729200_ref026 article-title: Inventory-related costs in green supplier selection problems with Data Envelopment Analysis (DEA) publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2018.03.022 – volume: 183 start-page: 1156 year: 2018 ident: key2021123113232729200_ref034 article-title: A decision framework for sustainable supplier selection and order allocation with lost sales publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2018.02.211 – volume: 110 start-page: 237 year: 2018 ident: key2021123113232729200_ref045 article-title: A methodology for project portfolio selection under criteria prioritisation, uncertainty and projects interdependency – combination of fuzzy QFD and DEA publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2018.05.028 – volume: 50 start-page: 9 year: 2019 ident: key2021123113232729200_ref059 article-title: Sustainable supplier selection: a multi-criteria intuitionistic fuzzy TOPSIS method publication-title: Journal of Manufacturing Systems doi: 10.1016/j.jmsy.2018.11.002 – volume: 21 start-page: 252 year: 2020 ident: key2021123113232729200_ref067 article-title: Assessing the sustainability of high-, middle-, and low-income countries: a network DEA model in the presence of both zero data and undesirable outputs publication-title: Sustainable Production and Consumption doi: 10.1016/j.spc.2019.08.009 – volume: 31 start-page: 405 year: 2018 ident: key2021123113232729200_ref071 article-title: A robust MCDM approach for ERP system selection under uncertain environment based on worst case scenario publication-title: Journal of Enterprise Information Management doi: 10.1108/JEIM-12-2017-0175 – volume: 8 start-page: 549 year: 2015 ident: key2021123113232729200_ref025 article-title: Stochastic modified MAJ model for measuring the efficiency and ranking of DMUs publication-title: Indian Journal of Science and Technology doi: 10.17485/ijst/2015/v8iS8/71505 – volume: 137 start-page: 1347 year: 2016 ident: key2021123113232729200_ref039 article-title: A new preference voting method for sustainable location planning using geographic information system and data envelopment analysis publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2016.08.021 – volume: 4 start-page: 1 year: 2014 ident: key2021123113232729200_ref060 article-title: Providing A model for selecting information security control objectives using fuzzy screening technique with A case study publication-title: International Journal in Foundations of Computer Science and Technology doi: 10.5121/ijfcst.2014.4501 – volume: 201 start-page: 193 year: 2018 ident: key2021123113232729200_ref001 article-title: Integrated pricing and supplier selection in a two-stage supply chain publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2018.03.021 – volume: 46 start-page: 2962 year: 2007 ident: key2021123113232729200_ref056 article-title: Framework for sustainability metrics publication-title: Industrial and Engineering Chemistry Research doi: 10.1021/ie060692l |
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| SubjectTerms | Algorithms Case studies Clustering Collaboration Data analysis Data envelopment analysis Decision making Fuzzy sets Linear programming Literature reviews Methods Screening Suppliers Supply chain management Sustainability |
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| Title | How to use fuzzy screening system and data envelopment analysis for clustering sustainable suppliers? A case study in Iran |
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