An improved-based TOPSIS method in interval-valued intuitionistic fuzzy environment
In supply chain management, one of the important criteria is the selection of suitable suppliers. It is the quality and the timely supply of the different items by the supplier, so that the customers are satisfied to maintain the success of a business. In this paper, we considered a fuzzy multi-obje...
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| Veröffentlicht in: | Life cycle reliability and safety engineering Jg. 7; H. 2; S. 81 - 88 |
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| Abstract | In supply chain management, one of the important criteria is the selection of suitable suppliers. It is the quality and the timely supply of the different items by the supplier, so that the customers are satisfied to maintain the success of a business. In this paper, we considered a fuzzy multi-objective linear programming solution model for a supplier selection problem. In the model, first, the objectives and constraints are weighted using TOPSIS method; and then, using these weights, membership function for objective functions are constructed. Now, applying the membership function and weights, the multi-objective programming problem is transformed to an equivalent linear programming problem for getting the solution of the multi-criteria supplier selection problem. The proposed algorithm provides better performance results in comparison to other methods available in the literature. |
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| AbstractList | In supply chain management, one of the important criteria is the selection of suitable suppliers. It is the quality and the timely supply of the different items by the supplier, so that the customers are satisfied to maintain the success of a business. In this paper, we considered a fuzzy multi-objective linear programming solution model for a supplier selection problem. In the model, first, the objectives and constraints are weighted using TOPSIS method; and then, using these weights, membership function for objective functions are constructed. Now, applying the membership function and weights, the multi-objective programming problem is transformed to an equivalent linear programming problem for getting the solution of the multi-criteria supplier selection problem. The proposed algorithm provides better performance results in comparison to other methods available in the literature. |
| Author | Singh, Shiva Raj Abhishekh Gautam, Surendra Singh |
| Author_xml | – sequence: 1 givenname: Surendra Singh surname: Gautam fullname: Gautam, Surendra Singh email: s.g16bhu@gmail.com organization: Department of Mathematics, Institute of Science, Banaras Hindu University – sequence: 2 surname: Abhishekh fullname: Abhishekh organization: Department of Mathematics, Institute of Science, Banaras Hindu University – sequence: 3 givenname: Shiva Raj surname: Singh fullname: Singh, Shiva Raj organization: Department of Mathematics, Institute of Science, Banaras Hindu University |
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| Cites_doi | 10.1016/0377-2217(91)90033-R 10.1016/j.eswa.2009.03.039 10.1016/0165-0114(87)90111-4 10.1016/j.eswa.2008.02.045 10.1007/s13198-017-0613-9 10.1007/978-3-642-48318-9 10.1016/j.eswa.2010.03.013 10.1016/S0165-0114(86)80034-3 10.1016/S0019-9958(65)90241-X 10.1016/0165-0114(89)90205-4 10.1016/j.eswa.2010.11.086 10.1016/j.ijpe.2005.03.009 10.1016/j.ijpe.2005.01.005 10.1016/j.ijpe.2007.02.040 10.1016/S0165-0114(97)00377-1 10.1016/j.ijpe.2005.04.012 10.1016/j.apm.2010.11.025 10.1111/j.1745-493X.1966.tb00818.x 10.1109/TFUZZ.2012.2189405 10.1016/0165-0114(78)90031-3 10.1007/s13748-016-0093-1 10.1109/FUZZ.2003.1209391 10.1007/978-94-011-5300-3 10.1016/j.amc.2006.02.057 10.1007/s40435-017-0355-1 |
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| Keywords | Einstein t-norm and t-conorm Supplier selection Hamming distance Fuzzy multi-objective linear programming TOPSIS |
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| Title | An improved-based TOPSIS method in interval-valued intuitionistic fuzzy environment |
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