A New Approach to Solve Fully Fuzzy Multi-Objective Transportation Problem
The transportation problem is the problem of transferring goods from several sources or producers to multiple destinations or consumers in a cost-effective way, which is one of the most important problems in the supply chain management problems. The application of this problem in addition to the dis...
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| Format: | Article |
| Language: | English |
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Tsinghua University Press
2022-10-01
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| Series: | Fuzzy Information and Engineering |
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| Online Access: | https://www.tandfonline.com/doi/10.1080/16168658.2022.2152836 |
| _version_ | 1797724671331794944 |
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| author | Malihe Niksirat |
| author_facet | Malihe Niksirat |
| author_sort | Malihe Niksirat |
| collection | DOAJ |
| description | The transportation problem is the problem of transferring goods from several sources or producers to multiple destinations or consumers in a cost-effective way, which is one of the most important problems in the supply chain management problems. The application of this problem in addition to the distribution of goods in the location and production planning problems is also important. Many real-life transportation problems encounter multiple, conflicting, and incommensurable objective functions. In addition, in real applications, due to lack of information, it is not possible to accurately estimate the parameters of this problem. Therefore, the main goal of this paper is to find the Pareto optimal solutions of fully fuzzy multi-objective transportation problem under the conditions of uncertainty. In accordingly, a new approach based on nearest interval approximation is proposed to solve the problem. Numerical examples are provided to illustrate the proposed approach and results. |
| first_indexed | 2024-03-12T10:20:29Z |
| format | Article |
| id | doaj.art-2bd5ea1321de48248a4da9d39df484c5 |
| institution | Directory Open Access Journal |
| issn | 1616-8658 1616-8666 |
| language | English |
| last_indexed | 2024-03-12T10:20:29Z |
| publishDate | 2022-10-01 |
| publisher | Tsinghua University Press |
| record_format | Article |
| series | Fuzzy Information and Engineering |
| spelling | doaj.art-2bd5ea1321de48248a4da9d39df484c52023-09-02T10:06:43ZengTsinghua University PressFuzzy Information and Engineering1616-86581616-86662022-10-0114445646710.1080/16168658.2022.2152836A New Approach to Solve Fully Fuzzy Multi-Objective Transportation ProblemMalihe Niksirat0Computer Sciences, Birjand University of Technology, Birjand, IranThe transportation problem is the problem of transferring goods from several sources or producers to multiple destinations or consumers in a cost-effective way, which is one of the most important problems in the supply chain management problems. The application of this problem in addition to the distribution of goods in the location and production planning problems is also important. Many real-life transportation problems encounter multiple, conflicting, and incommensurable objective functions. In addition, in real applications, due to lack of information, it is not possible to accurately estimate the parameters of this problem. Therefore, the main goal of this paper is to find the Pareto optimal solutions of fully fuzzy multi-objective transportation problem under the conditions of uncertainty. In accordingly, a new approach based on nearest interval approximation is proposed to solve the problem. Numerical examples are provided to illustrate the proposed approach and results.https://www.tandfonline.com/doi/10.1080/16168658.2022.2152836Fully fuzzy transportation problemmulti-objective problemnearest interval approximationPareto optimal solutions |
| spellingShingle | Malihe Niksirat A New Approach to Solve Fully Fuzzy Multi-Objective Transportation Problem Fuzzy Information and Engineering Fully fuzzy transportation problem multi-objective problem nearest interval approximation Pareto optimal solutions |
| title | A New Approach to Solve Fully Fuzzy Multi-Objective Transportation Problem |
| title_full | A New Approach to Solve Fully Fuzzy Multi-Objective Transportation Problem |
| title_fullStr | A New Approach to Solve Fully Fuzzy Multi-Objective Transportation Problem |
| title_full_unstemmed | A New Approach to Solve Fully Fuzzy Multi-Objective Transportation Problem |
| title_short | A New Approach to Solve Fully Fuzzy Multi-Objective Transportation Problem |
| title_sort | new approach to solve fully fuzzy multi objective transportation problem |
| topic | Fully fuzzy transportation problem multi-objective problem nearest interval approximation Pareto optimal solutions |
| url | https://www.tandfonline.com/doi/10.1080/16168658.2022.2152836 |
| work_keys_str_mv | AT maliheniksirat anewapproachtosolvefullyfuzzymultiobjectivetransportationproblem AT maliheniksirat newapproachtosolvefullyfuzzymultiobjectivetransportationproblem |