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Sustainable supplier selection using integrated data envelopment analysis and differential evolution model

Rajon Paul Pantha, Md. Saiful Islam, Nahida Akter, Emroze Islam
2020 Journal of Applied Research on Industrial Engineering  
This study aims to evaluate and rank sustainable suppliers using Data Envelopment Analysis (DEA) which is a popular model for measuring the productive efficiency of decision-making units effectively and  ...  To avoid some inherent limitations of DEA, an evolutionary algorithm Differential Evolution (DE) is used to solve the DEA model.  ...  To propose an effective method to select sustainable supplier, DE and DEA are integrated using the same objective function in the second phase.  ... 
doi:10.22105/jarie.2020.213449.1115 doaj:3900d51239904b27a28ddb85d4399591 fatcat:2xktp4uv4jbvxn7pwtfw4wthty

An Integrated Model of Fuzzy AHP/Fuzzy DEA for Measurement of Supplier Performance: A Case Study in Textile Sector

Yusuf Ersoy, Nuri Özgür Dogan
2020 International Journal of Supply and Operations Management  
As in many other sectors, it is also very important for companies in the textile sector to use their resources more efficiently and constantly evaluate their suppliers in order to compete with their competitors  ...  The fuzzy efficiency of supplier firms at different cut levels has been measured by FDEA. Efficient and inefficient suppliers have been identified as a result of efficiency measurement.  ...  The authors would also like to thank experts of the companies and to the thesis committee for their useful comments.  ... 
doi:10.22034/ijsom.2020.1.2 doaj:f81bdbe0311142e8aca049dd451b655e fatcat:j42zs5wdp5hohayhk6r37wcxfu

Rough Sets and DEA — a hybrid model for technology assessment

Ewa Chodakowska, Joanicjusz Nazarko, L. Nazarko, J.-P. Pantouvakis, B.T. Kalsaas, C.-H. Ko
2020 MATEC Web of Conferences  
Data Envelopment Analysis (DEA) is a powerful tool for a multi-criteria comparative performance assessment of different objects (Decision Making Unit — DMU) in the same class.  ...  Application of DEA in technology assessment requires prior data redundancy reduction due to the multiplicity of technology assessment criteria.  ...  i.e. the fuzzy SE DEA model, for technology assessment scheme consist of a few stages as illustrated inFig. 2 Fig. 2 . 2 Scheme of the hybrid rough SE fuzzy DEA model for the technology analysis Under  ... 
doi:10.1051/matecconf/202031201006 fatcat:sigtz2jiprgmhlsjiv64rqxyt4

Determining the Green Supplier Selection Criteria in Textile Enterprises and Selecting the Most Ideal Distribution Model: A Case Study of Gi̇resun

Çağlar KARAMAŞA, Selçuk KORUCUK, Mustafa ERGÜN
2021 Alphanumeric Journal  
Businesses also need to take into account environmental sustainability as part of the criteria when selecting their suppliers.  ...  Supplier selection is an important process that needs to be emphasized if customer satisfaction and operating efficiency are to be attained.  ...  In order to evaluate the green suppliers of an anonymous LCD manufacturer in Taiwan, they developed a hierarchical FEAHP (Fuzzy Extended AHP) model and selected the most suitable supplier.  ... 
doi:10.17093/alphanumeric.1052033 fatcat:fwppcv5i4jea7l3hbs4j3eaoau

An Integrated Mathematical Model for Supplier Selection

Mohammad Asghari
2014 Industrial Engineering & Management Systems  
The effectiveness of the configured network is illustrated using a sample, following which an exact method is used to solve this multi-objective problem and confirm the validity of the model, and finally  ...  However, few articles in the previous literature have been dedicated to the use of fuzzy inference systems as an aid in decision-making.  ...  Some of these methods used a single model, such as linear programming, AHP, fuzzy set theory (Zadeh, 1973) , etc., and others used a combined model, such as integrated AHP and DEA, fuzzy and multi-objective  ... 
doi:10.7232/iems.2014.13.1.029 fatcat:duwiwn7vtvgqlk2zxiygzf7mou

A New DEA Model for Evaluation of Supply Chains: A Case of Selection and Evaluation of Environmental Efficiency of Suppliers

Krmac, Djordjević
2019 Symmetry  
However, in order to confirm the novelty and benefits of this new model in the field of SCM, a literature review of past applications of DEA-based models and methods are also presented.  ...  Supply Chain Management (SCM) represents an example of a complex multi-stage system.  ...  Risk evaluation models that also represent an example of tools for supplier selection between the chance-constrained programming (CCP), multi-objective programming (MOP), and DEA were considered by Wu  ... 
doi:10.3390/sym11040565 fatcat:4euxw6fyczew3clfmc4erq7jda

A New Hybrid Triple Bottom Line Metrics and Fuzzy MCDM Model: Sustainable Supplier Selection in the Food-Processing Industry

Nguyen Van Thanh, Nguyen Thi Kim Lan
2022 Axioms  
In this study, the model building, solution, and application processes of the proposed integrated model for the supplier selection in the food-processing industry are presented.  ...  The purpose of this study was to develop a new composite model using Triple Bottom Line Metrics, the Fuzzy Analytical Hierarchy Process (FAHP) method, and the Combined Compromise Solution (CoCoSo) algorithm  ...  Acknowledgments: The authors wish to express their gratitude to Van Lang University, Vietnam for financial support for this research.  ... 
doi:10.3390/axioms11020057 fatcat:qkbclzhxt5h2bmk556a53ddbke

Evaluation and selection of sustainable suppliers in supply chain using new GP-DEA model with imprecise data

Saeid Jafarzadeh Ghoushchi, Mehran Dodkanloi Milan, Mustafa Jahangoshai Rezaee
2017 Journal of Industrial Engineering International  
One method that is helpful for the evaluation and selection of the sustainable supplier and has the ability to use a variety of data types is data envelopment analysis (DEA).  ...  Then, to have a general evaluation of the suppliers, the DEA model is developed using imprecise data based on goal programming (GP).  ...  Multi-objective model and contrast between multiple objectives, application of imprecise (cardinal and ordinal) data in model, more discrimination power compared to the classical DEA.  ... 
doi:10.1007/s40092-017-0246-2 fatcat:ira6eixwg5eyvnv5qjyvbuuinq

Supplier Selection Study under the Respective of Low-Carbon Supply Chain: A Hybrid Evaluation Model Based on FA-DEA-AHP

Xiangshuo He, Jian Zhang
2018 Sustainability  
Nazari-Shirkouhi et al. [26] employed a multi-objective linear programming model to balance multi-price and multi-product in supplier evaluation.  ...  Throughout recent studies, supplier selection can be achieved by two steps: design an evaluation index system and propose an applicable model [9] [10] [11] .  ...  Sustainability 2018, 10, 564  ... 
doi:10.3390/su10020564 fatcat:adazvctying6tdsh34c2dsghte

A fuzzy multi-criteria decision model for integrated suppliers selection and optimal order allocation in the green supply chain

Hamzeh Amin-Tahmasbi, Shohreh Alfi
2018 Decision Science Letters  
Due to uncertainty in supplier capacity as well as customer demand, the problem is formulated as a fuzzy multi-objective linear programming (FMOLP).  ...  The proposed model for the selection of suppliers of SAPCO Corporation is evaluated.  ...  Acknowledgement The authors would like to thank the anonymous referees for constructive comments on earlier version of this paper.  ... 
doi:10.5267/j.dsl.2017.11.002 fatcat:efwh2igjhrfwxcpeomargnw65u

Sustainable Supplier Selection and Order Allocation: An Integrated Delphi Method, Fuzzy TOPSIS and Multi-Objective Programming Model

masood rabieh, leila babaee, abbASS Fadaei Rafsanjani, Mehdi Esmaeili
2018 Scientia Iranica. International Journal of Science and Technology  
In the next stage, by using the identified criteria, the multi-objective mathematical integer programming was presented to solve the problems of suppliers' selection and order allocation.  ...  The purpose of the current study is to select suppliers and determine their order allocation in a way that the performance of the sustainability of the supply process gets optimized on the whole.  ...  DEA Evaluating and ranking sustainable suppliers [24] AHP-VIKOR sustainable supplier selection and evaluation [25] Fuzzy TOPSIS -Fuzzy Preference Programming (FPP) Sustainable supplier selection [26]  ... 
doi:10.24200/sci.2018.5254.1176 fatcat:cqiq5qkzufhkni6nfebjq5lpea

Sustainable Supplier Selection Model in Supply Chains During the COVID-19 Pandemic

Chia-Nan Wang, Chao-Fen Pan, Viet Tinh Nguyen, Syed Tam Husain
2022 Computers Materials & Continua  
While multicriteria decision-making models are frequently employed to assist with supplier evaluation and selection problems, few of these models consider the problem under the condition of a fuzzy decision-making  ...  Therefore, it is extremely important for textile and garment manufacturing companies in Vietnam to implement an effective supplier evaluation and selection process.  ...  [59] attempted to approach the SS/OA problem under the condition of an uncertain decision-making environment in the automotive industry by developing a fuzzy multi-objective mathematical model.  ... 
doi:10.32604/cmc.2022.020206 fatcat:styfz3wb6vd4hbqyyniyserbri

A Fuzzy Multicriteria Decision-Making (MCDM) Model for Sustainable Supplier Evaluation and Selection Based on Triple Bottom Line Approaches in the Garment Industry

Chia-Nan Wang, Ching-Yu Yang, Hung-Chun Cheng
2019 Processes  
The proposed model also addresses different complex problems in supplier selection, is a flexible design model for considering the evaluation criteria, and is applicable to supplier selection in other  ...  In this research, the authors propose a multicriteria decision-making model (MCDM) for optimizing the supplier evaluation and selection process for the garment industry using sustainability considerations  ...  [15] integrated fuzzy MCDM and a multi-objective programming model for supplier selection in a green supply chain.  ... 
doi:10.3390/pr7070400 fatcat:7553qpt66rcj7md7cg5qqklusy

AN OVERVIEW OF FUZZY TECHNIQUES IN SUPPLY CHAIN MANAGEMENT: BIBLIOMETRICS, METHODOLOGIES, APPLICATIONS AND FUTURE DIRECTIONS

Keyu Lu, Huchang Liao, Edmundas Kazimieras Zavadskas
2021 Technological and Economic Development of Economy  
However, due to the complexity of evaluated objects and the cognitive limitations of individuals, the decision information given by experts is often fuzzy, which may make it difficult to make decisions  ...  By the analyses in terms of bibliometrics, methodologies and applications, publication trends, popular methods such as fuzzy MCDM methods, and hot applications such as supplier selection, are found.  ...  Disclosure statement The authors have no competing financial, professional, or personal interests from other parties that are related to this paper.  ... 
doi:10.3846/tede.2021.14433 fatcat:62hlbeiukbeplnfnwxehbevs5y

Providing a Model for Ranking Suppliers in the Sustainable Supply Chain Using Cross Efficiency Method in Data Envelopment Analysis

Mohammad Hashemi Tabatabaei, Ardeshir Bazrkar
2019 Brazilian Journal of Operations & Production Management  
In this paper, the performance and ranking of sustainable supply chain suppliers are evaluated by presenting a secondary objective model in terms of cross efficiency.  ...  Finally, the evaluation and ranking of suppliers in sustainable supply chain of the automotive industry in Iran is done by the cross-efficiency model presented in this paper.  ...  To do this, a multi-objective model with n-1 objective function is used; objective function corresponds to the efficiency of a decision unit.  ... 
doi:10.14488/bjopm.2019.v16.n1.a4 fatcat:b44q2qanbzh5lc7ria3gpabvjy
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