An effective computational attempt for solving fully fuzzy linear programming using MOLP problem
This paper is concerned with the solution procedure of a fully fuzzy linear programming (FFLP) problem in which all parameters are represented in terms of triangular fuzzy numbers. According to the existing solution approach and based a new lexicographic ordering on triangular fuzzy numbers, the FFL...
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| Vydáno v: | Journal of industrial and production engineering Ročník 36; číslo 2; s. 59 - 69 |
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| Hlavní autor: | |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Abingdon
Taylor & Francis
17.02.2019
Taylor & Francis Ltd |
| Témata: | |
| ISSN: | 2168-1015, 2168-1023 |
| On-line přístup: | Získat plný text |
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| Shrnutí: | This paper is concerned with the solution procedure of a fully fuzzy linear programming (FFLP) problem in which all parameters are represented in terms of triangular fuzzy numbers. According to the existing solution approach and based a new lexicographic ordering on triangular fuzzy numbers, the FFLP problem under consideration is converted into a multi-objective linear programming (MOLP) problem with three-objective functions. This paper provides a new technique for reducing the computational complexity of some current FFLP problems for situations that all imprecise data are represented as nonnegative triangular fuzzy numbers. Finally, using a simple example and one case study the results obtained using the proposed algorithm and those obtained using with the existing methods are compared, demonstrating the reliability and applicability of our algorithm. |
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| Bibliografie: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ISSN: | 2168-1015 2168-1023 |
| DOI: | 10.1080/21681015.2019.1585391 |