A method for solving linear programming models with Interval Type-2 fuzzy constraints

This paper shows a method for solving linear programming problems that includes Interval Type-2 fuzzy constraints. The proposed method finds an optimal solution in these conditions using convex optimization techniques. Some feasibility conditions are presented, and some interpretation issues are dis...

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Main Authors: Juan Carlos Figueroa-García, Germán Hernández
Format: Article
Language:English
Published: Sociedade Brasileira de Pesquisa Operacional 2014-04-01
Series:Pesquisa Operacional
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382014000100006&lng=en&tlng=en
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spelling doaj-6f4e66a814da4ecf85840cd61eb370092020-11-24T23:36:32ZengSociedade Brasileira de Pesquisa OperacionalPesquisa Operacional1678-51422014-04-013417389S0101-74382014000100006A method for solving linear programming models with Interval Type-2 fuzzy constraintsJuan Carlos Figueroa-García0Germán Hernández1Universidad Nacional de ColombiaUniversidad Nacional de ColombiaThis paper shows a method for solving linear programming problems that includes Interval Type-2 fuzzy constraints. The proposed method finds an optimal solution in these conditions using convex optimization techniques. Some feasibility conditions are presented, and some interpretation issues are discussed. An introductory example is solved using the proposed method, and its results are described and discussed.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382014000100006&lng=en&tlng=enFuzzy Linear ProgrammingInterval Type-2 fuzzy setsFuzzy Optimization
collection DOAJ
language English
format Article
sources DOAJ
author Juan Carlos Figueroa-García
Germán Hernández
spellingShingle Juan Carlos Figueroa-García
Germán Hernández
A method for solving linear programming models with Interval Type-2 fuzzy constraints
Pesquisa Operacional
Fuzzy Linear Programming
Interval Type-2 fuzzy sets
Fuzzy Optimization
author_facet Juan Carlos Figueroa-García
Germán Hernández
author_sort Juan Carlos Figueroa-García
title A method for solving linear programming models with Interval Type-2 fuzzy constraints
title_short A method for solving linear programming models with Interval Type-2 fuzzy constraints
title_full A method for solving linear programming models with Interval Type-2 fuzzy constraints
title_fullStr A method for solving linear programming models with Interval Type-2 fuzzy constraints
title_full_unstemmed A method for solving linear programming models with Interval Type-2 fuzzy constraints
title_sort method for solving linear programming models with interval type-2 fuzzy constraints
publisher Sociedade Brasileira de Pesquisa Operacional
series Pesquisa Operacional
issn 1678-5142
publishDate 2014-04-01
description This paper shows a method for solving linear programming problems that includes Interval Type-2 fuzzy constraints. The proposed method finds an optimal solution in these conditions using convex optimization techniques. Some feasibility conditions are presented, and some interpretation issues are discussed. An introductory example is solved using the proposed method, and its results are described and discussed.
topic Fuzzy Linear Programming
Interval Type-2 fuzzy sets
Fuzzy Optimization
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382014000100006&lng=en&tlng=en
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AT germanhernandez methodforsolvinglinearprogrammingmodelswithintervaltype2fuzzyconstraints
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