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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Autores principales: Eshetu Gurmu, Tagay Fikadu
Formato: article
Lenguaje:EN
Publicado: Ayandegan Institute of Higher Education, 2020
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Acceso en línea:https://doaj.org/article/999ecec84d9446fe9cf55abea63f21f7
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spelling 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)
institution DOAJ
collection DOAJ
language EN
topic fuzzy set
fuzzy function
fuzzy linear programming
bi level programming
Mathematics
QA1-939
spellingShingle 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
description 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
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