A multi-criteria fuzzy neutrosophic decision-making model for solving the supply chain network problem
Supply Chain is a multi-objective decision-making problem with multiple conflicting objective functions related to each supply chain operation and its corresponding sub-criteria. The main focus of this paper is the development of a model that takes into account some important components of real-worl...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
University of New Mexico
2021-10-01
|
| Series: | Neutrosophic Sets and Systems |
| Subjects: | |
| Online Access: | http://fs.unm.edu/NSS/MulticriteriaFuzzyNeutrosophic5.pdf |
| _version_ | 1798027833216335872 |
|---|---|
| author | Ahteshamul Haq Srikant Gupta Aquil Ahmed |
| author_facet | Ahteshamul Haq Srikant Gupta Aquil Ahmed |
| author_sort | Ahteshamul Haq |
| collection | DOAJ |
| description | Supply Chain is a multi-objective decision-making problem with multiple conflicting objective functions related to each supply chain operation and its corresponding sub-criteria. The main focus of this paper is the development of a model that takes into account some important components of real-world supply chain planning. To do so, we proposed a supply chain model that involves multiple suppliers, multiple plants, multiple warehouses, and multiple distributors firms. This approach is designed to tackle a complex multi-site composite supply chain issue under uncertainty as a fuzzy multi-objective model with the primary objective to optimize the transportation cost and delivery time simultaneously. We have used neutrosophical set theory to tackle the ambiguity related to supply chain by using truth, indeterminacy and falsity membership functions and, finally neutrosophical compromise programming approach has been used for obtaining the desired solution. In order to demonstrate the efficiency of the developed models, an industrial design problems has been given. The findings reported is compared to other well-known approaches. |
| first_indexed | 2024-04-11T18:57:59Z |
| format | Article |
| id | doaj.art-f60faa3dff2a48a984edd28c24dde3c9 |
| institution | Directory Open Access Journal |
| issn | 2331-6055 2331-608X |
| language | English |
| last_indexed | 2024-04-11T18:57:59Z |
| publishDate | 2021-10-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj.art-f60faa3dff2a48a984edd28c24dde3c92022-12-22T04:08:07ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2021-10-0146506610.5281/zenodo.5553476A multi-criteria fuzzy neutrosophic decision-making model for solving the supply chain network problemAhteshamul HaqSrikant GuptaAquil Ahmed Supply Chain is a multi-objective decision-making problem with multiple conflicting objective functions related to each supply chain operation and its corresponding sub-criteria. The main focus of this paper is the development of a model that takes into account some important components of real-world supply chain planning. To do so, we proposed a supply chain model that involves multiple suppliers, multiple plants, multiple warehouses, and multiple distributors firms. This approach is designed to tackle a complex multi-site composite supply chain issue under uncertainty as a fuzzy multi-objective model with the primary objective to optimize the transportation cost and delivery time simultaneously. We have used neutrosophical set theory to tackle the ambiguity related to supply chain by using truth, indeterminacy and falsity membership functions and, finally neutrosophical compromise programming approach has been used for obtaining the desired solution. In order to demonstrate the efficiency of the developed models, an industrial design problems has been given. The findings reported is compared to other well-known approaches. http://fs.unm.edu/NSS/MulticriteriaFuzzyNeutrosophic5.pdfsupply chainmulti-objective optimizationneutrosophic set |
| spellingShingle | Ahteshamul Haq Srikant Gupta Aquil Ahmed A multi-criteria fuzzy neutrosophic decision-making model for solving the supply chain network problem Neutrosophic Sets and Systems supply chain multi-objective optimization neutrosophic set |
| title | A multi-criteria fuzzy neutrosophic decision-making model for solving the supply chain network problem |
| title_full | A multi-criteria fuzzy neutrosophic decision-making model for solving the supply chain network problem |
| title_fullStr | A multi-criteria fuzzy neutrosophic decision-making model for solving the supply chain network problem |
| title_full_unstemmed | A multi-criteria fuzzy neutrosophic decision-making model for solving the supply chain network problem |
| title_short | A multi-criteria fuzzy neutrosophic decision-making model for solving the supply chain network problem |
| title_sort | multi criteria fuzzy neutrosophic decision making model for solving the supply chain network problem |
| topic | supply chain multi-objective optimization neutrosophic set |
| url | http://fs.unm.edu/NSS/MulticriteriaFuzzyNeutrosophic5.pdf |
| work_keys_str_mv | AT ahteshamulhaq amulticriteriafuzzyneutrosophicdecisionmakingmodelforsolvingthesupplychainnetworkproblem AT srikantgupta amulticriteriafuzzyneutrosophicdecisionmakingmodelforsolvingthesupplychainnetworkproblem AT aquilahmed amulticriteriafuzzyneutrosophicdecisionmakingmodelforsolvingthesupplychainnetworkproblem AT ahteshamulhaq multicriteriafuzzyneutrosophicdecisionmakingmodelforsolvingthesupplychainnetworkproblem AT srikantgupta multicriteriafuzzyneutrosophicdecisionmakingmodelforsolvingthesupplychainnetworkproblem AT aquilahmed multicriteriafuzzyneutrosophicdecisionmakingmodelforsolvingthesupplychainnetworkproblem |