Fuzzy programming approach to Bi-level linear programming problems
In this study, we discussed a fuzzy programming approach to bi-level linear programming problems and their application. Bi-level linear programming is characterized as mathematical programming to solve decentralized problems with two decision-makers in the hierarchal organization. They become more i...
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Ayandegan Institute of Higher Education,
2020
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oai:doaj.org-article:999ecec84d9446fe9cf55abea63f21f72021-11-13T08:42:02ZFuzzy programming approach to Bi-level linear programming problems2783-14422717-345310.22105/jfea.2020.262326.1069https://doaj.org/article/999ecec84d9446fe9cf55abea63f21f72020-12-01T00:00:00Zhttp://www.journal-fea.com/article_120921_3b44fe534669e11061969bda8a4952e3.pdfhttps://doaj.org/toc/2783-1442https://doaj.org/toc/2717-3453In this study, we discussed a fuzzy programming approach to bi-level linear programming problems and their application. Bi-level linear programming is characterized as mathematical programming to solve decentralized problems with two decision-makers in the hierarchal organization. They become more important for the contemporary decentralized organization where each unit seeks to optimize its own objective. In addition to this, we have considered Bi-Level Linear Programming (BLPP) and applied the Fuzzy Mathematical Programming (FMP) approach to get the solution of the system. We have suggested the FMP method for the minimization of the objectives in terms of the linear membership functions. FMP is a supervised search procedure (supervised by the upper Decision Maker (DM)). The upper-level decision-maker provides the preferred values of decision variables under his control (to enable the lower level DM to search for his optimum in a wider feasible space) and the bounds of his objective function (to direct the lower level DM to search for his solutions in the right direction).Eshetu GurmuTagay FikaduAyandegan Institute of Higher Education,articlefuzzy setfuzzy functionfuzzy linear programmingbi level programmingMathematicsQA1-939ENJournal of Fuzzy Extension and Applications, Vol 1, Iss 4, Pp 252-271 (2020) |
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fuzzy set fuzzy function fuzzy linear programming bi level programming Mathematics QA1-939 |
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fuzzy set fuzzy function fuzzy linear programming bi level programming Mathematics QA1-939 Eshetu Gurmu Tagay Fikadu Fuzzy programming approach to Bi-level linear programming problems |
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In this study, we discussed a fuzzy programming approach to bi-level linear programming problems and their application. Bi-level linear programming is characterized as mathematical programming to solve decentralized problems with two decision-makers in the hierarchal organization. They become more important for the contemporary decentralized organization where each unit seeks to optimize its own objective. In addition to this, we have considered Bi-Level Linear Programming (BLPP) and applied the Fuzzy Mathematical Programming (FMP) approach to get the solution of the system. We have suggested the FMP method for the minimization of the objectives in terms of the linear membership functions. FMP is a supervised search procedure (supervised by the upper Decision Maker (DM)). The upper-level decision-maker provides the preferred values of decision variables under his control (to enable the lower level DM to search for his optimum in a wider feasible space) and the bounds of his objective function (to direct the lower level DM to search for his solutions in the right direction). |
format |
article |
author |
Eshetu Gurmu Tagay Fikadu |
author_facet |
Eshetu Gurmu Tagay Fikadu |
author_sort |
Eshetu Gurmu |
title |
Fuzzy programming approach to Bi-level linear programming problems |
title_short |
Fuzzy programming approach to Bi-level linear programming problems |
title_full |
Fuzzy programming approach to Bi-level linear programming problems |
title_fullStr |
Fuzzy programming approach to Bi-level linear programming problems |
title_full_unstemmed |
Fuzzy programming approach to Bi-level linear programming problems |
title_sort |
fuzzy programming approach to bi-level linear programming problems |
publisher |
Ayandegan Institute of Higher Education, |
publishDate |
2020 |
url |
https://doaj.org/article/999ecec84d9446fe9cf55abea63f21f7 |
work_keys_str_mv |
AT eshetugurmu fuzzyprogrammingapproachtobilevellinearprogrammingproblems AT tagayfikadu fuzzyprogrammingapproachtobilevellinearprogrammingproblems |
_version_ |
1718430270801051648 |