Access the full text.
Sign up today, get DeepDyve free for 14 days.
S. Nazari-Shirkouhi, Hamed Shakouri, B. Javadi, A. Keramati (2013)
Supplier selection and order allocation problem using a two-phase fuzzy multi-objective linear programmingApplied Mathematical Modelling, 37
Kamran Moghaddam (2015)
Fuzzy multi-objective model for supplier selection and order allocation in reverse logistics systems under supply and demand uncertaintyExpert Syst. Appl., 42
M. Jiménez, M. Parra, A. Bilbao-Terol, Maria Rodríguez (2007)
Linear programming with fuzzy parameters: An interactive method resolutionEur. J. Oper. Res., 177
Semih Önüt, Selin Kara, Elif Isik (2009)
Long term supplier selection using a combined fuzzy MCDM approach: A case study for a telecommunication companyExpert Syst. Appl., 36
D. Mohammaditabar, S. Ghodsypour, A. Hafezalkotob (2016)
A game theoretic analysis in capacity-constrained supplier-selection and cooperation by considering the total supply chain inventory costsInternational Journal of Production Economics, 181
D. Wu, Yidong Zhang, Dexiang Wu, D. Olson (2010)
Fuzzy multi-objective programming for supplier selection and risk modeling: A possibility approachEur. J. Oper. Res., 200
A. Bhattacharya, J. Geraghty, P. Young (2010)
Supplier selection paradigm: An integrated hierarchical QFD methodology under multiple-criteria environmentAppl. Soft Comput., 10
Devika Kannan, R. Khodaverdi, L. Olfat, A. Jafarian, Ali Diabat (2013)
Integrated fuzzy multi criteria decision making method and multi-objective programming approach for supplier selection and order allocation in a green supply chainJournal of Cleaner Production, 47
G. Mavrotas (2009)
Effective implementation of the epsilon-constraint method in Multi-Objective Mathematical Programming problemsAppl. Math. Comput., 213
F. Boran, S. Genç, M. Kurt, D. Akay (2009)
A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS methodExpert Syst. Appl., 36
Tien-Fu Liang (2008)
Fuzzy multi-objective production/distribution planning decisions with multi-product and multi-time period in a supply chainComput. Ind. Eng., 55
A. Arkan, S. Hejazi, Golmah (2011)
Supplier selection in supply chain management with disruption risk and credit period conceptsJournal of Industrial Engineering, International, 7
S. Luthra, K. Govindan, Devika Kannan, S. Mangla, C. Garg (2017)
An integrated framework for sustainable supplier selection and evaluation in supply chainsJournal of Cleaner Production, 140
L. Zadeh (1999)
Fuzzy sets as a basis for a theory of possibilityFuzzy Sets and Systems, 100
Rong-Ho Lin (2012)
An integrated model for supplier selection under a fuzzy situationInternational Journal of Production Economics, 138
S. Liao, C. Hsieh, Peng-Jen Lai (2011)
An evolutionary approach for multi-objective optimization of the integrated location-inventory distribution network problem in vendor-managed inventoryExpert Syst. Appl., 38
E. Mehdizadeh, A. Kivi (2014)
THREE METAHEURISTIC ALGORITHMS FOR SOLVING THE MULTI-ITEM CAPACITATED LOT-SIZING PROBLEM WITH PRODUCT RETURNS AND REMANUFACTURINGJournal of Optimization in Industrial Engineering, 8
S. Amin, J. Razmi, Guoqing Zhang (2011)
Supplier selection and order allocation based on fuzzy SWOT analysis and fuzzy linear programmingExpert Syst. Appl., 38
Gye Hong, Sang-Chan Park, Dong-Sik Jang, H. Rho (2005)
An effective supplier selection method for constructing a competitive supply-relationshipExpert Syst. Appl., 28
Fuzzy Sets and Systems, 1
B. Ozkok, F. Tiryaki (2011)
A compensatory fuzzy approach to multi-objective linear supplier selection problem with multiple-itemExpert Syst. Appl., 38
J. Rezaei, Patrick Fahim, L. Tavasszy (2014)
Supplier selection in the airline retail industry using a funnel methodology: Conjunctive screening method and fuzzy AHPExpert Syst. Appl., 41
Jean-François Bérubé, M. Gendreau, J. Potvin (2009)
An exact epsilon-constraint method for bi-objective combinatorial optimization problems: Application to the Traveling Salesman Problem with ProfitsEur. J. Oper. Res., 194
Omprakash Pal, A. Gupta, R. Garg (2013)
Supplier Selection Criteria and Methods in Supply Chains: A ReviewWorld Academy of Science, Engineering and Technology, International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering, 7
Yunna Wu, Kaifeng Chen, Bingxin Zeng, Hu Xu, Yisheng Yang (2016)
Supplier selection in nuclear power industry with extended VIKOR method under linguistic informationAppl. Soft Comput., 48
F. Arikan (2013)
A fuzzy solution approach for multi objective supplier selectionExpert Syst. Appl., 40
International Journal of Social, Behavioral, Educational, Economic and Business Engineering, 7
H. Haleh, A. Hamidi (2011)
A fuzzy MCDM model for allocating orders to suppliers in a supply chain under uncertainty over a multi-period time horizonExpert Syst. Appl., 38
K. Shaw, R. Shankar, Surendra Yadav, L. Thakur (2012)
Supplier selection using fuzzy AHP and fuzzy multi-objective linear programming for developing low carbon supply chainExpert Syst. Appl., 39
P. Meena, S. Sarmah (2013)
Multiple sourcing under supplier failure risk and quantity discount: A genetic algorithm approachTransportation Research Part E-logistics and Transportation Review, 50
Ali Kokangül, Zeynep Susuz (2009)
Integrated analytical hierarch process and mathematical programming to supplier selection problem with quantity discountApplied Mathematical Modelling, 33
Aliakbari Abolfazl, Seifbarghy Mehdi (2011)
A Supplier Selection Model for Social Responsible Supply ChainJournal of Optimization in Industrial Engineering, 4
Atakan Yücel, A. Güneri (2011)
A weighted additive fuzzy programming approach for multi-criteria supplier selectionExpert Syst. Appl., 38
Mariya Sodenkamp, M. Tavana, D. Caprio (2016)
Modeling synergies in multi-criteria supplier selection and order allocation: An application to commodity tradingEur. J. Oper. Res., 254
Orhan Karasakal, E. Karasakal (2004)
A maximal covering location model in the presence of partial coverageComput. Oper. Res., 31
W. Ho, Xiaowei Xu, P. Dey (2010)
Multi-criteria decision making approaches for supplier evaluation and selection: A literature reviewEur. J. Oper. Res., 202
PurposeThis study aims to deal with supplier selection problem. The supplier selection problem has significantly become attractive to researchers and practitioners in recent years. Many real-world supply chain problems are assumed as multiple objectives combinatorial optimization problems.Design/methodology/approachIn this paper, the authors propose a multi-objective model with fuzzy parameters to select suppliers and allocate orders considering multiple periods, multiple resources, multiple products and two-echelon supply chain. The objective functions consist of total purchase costs, transportation, order and on-time delivery, coverage and the weights of suppliers. Distance-based partial and general coverage of suppliers makes the number of orders of products more realistic. In this model, the weights of suppliers are determined by fuzzy Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method, as a multi-criteria decision analysis method, in the objective function. Also, the authors consider the parameters related to delays as triangular fuzzy numbers.FindingsA small-sized numerical example is provided to clearly show the proposed model. The exact epsilon constraint method is used to solve this given multi-objective combinatorial optimization problem. Subsequently, the sensitivity analysis is conducted to testify the proposed model. The obtained results demonstrate the validity of the proposed multiple objectives mixed integer mathematical programming model and the efficiency of the solution approach.Originality/valueIn real-life situations, supplier selection parameters are uncertain and incomplete. Hence, the fuzzy set theory is used to tackle uncertainty. In this paper, a multi-objective supplier selection problem is formulated taking into consideration the coverage of suppliers and suppliers’ weights. Integrating coverage of suppliers to select and allocate the order to them can be mentioned as the main contribution of this study. The proposed model considers the delay from suppliers as fuzzy parameters.
Journal of Modelling in Management – Emerald Publishing
Published: Apr 17, 2020
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.