Enhancement of Capacitated Transportation Problem in Fuzzy Environment

This research work aims to study a capacitated transportation problem (CTP) with penalty cost, supplies, and demands represented by hexagonal fuzzy numbers. Based on ranking function, the supplies and demands are converted to the crisp form. Through the use of the α‐level, the problem is converted i...

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Main Authors: Hamiden Abd El-Wahed Khalifa, Pavan Kumar, Majed G. Alharbi
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Advances in Fuzzy Systems
Online Access:http://dx.doi.org/10.1155/2020/8893976
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spelling doaj-ffdd35c6dd164c7882881930b2f5544f2020-11-25T03:42:09ZengHindawi LimitedAdvances in Fuzzy Systems1687-71011687-711X2020-01-01202010.1155/2020/88939768893976Enhancement of Capacitated Transportation Problem in Fuzzy EnvironmentHamiden Abd El-Wahed Khalifa0Pavan Kumar1Majed G. Alharbi2Operations Research Department, Faculty of Graduate Studies for Statistical Research, Cairo University, and Giza, EgyptMathematics Division, School of Advanced Science & Languages, VIT Bhopal University, Sehore, MP 466114, IndiaDepartment of Mathematics, College of Science and Arts, Methnab, Qassim University, Saudi ArabiaThis research work aims to study a capacitated transportation problem (CTP) with penalty cost, supplies, and demands represented by hexagonal fuzzy numbers. Based on ranking function, the supplies and demands are converted to the crisp form. Through the use of the α‐level, the problem is converted into interval linear programming. To optimize the interval objective function, we define the order relations represented by policy maker’s choice between intervals. The maximization (minimization) problem considering the interval objective function is transformed to multiobjective optimization problem based on order relations introduced by the preference of policy makers between interval profits (costs). A numerical example is given for illustration and to check the validity of the suggested approach.http://dx.doi.org/10.1155/2020/8893976
collection DOAJ
language English
format Article
sources DOAJ
author Hamiden Abd El-Wahed Khalifa
Pavan Kumar
Majed G. Alharbi
spellingShingle Hamiden Abd El-Wahed Khalifa
Pavan Kumar
Majed G. Alharbi
Enhancement of Capacitated Transportation Problem in Fuzzy Environment
Advances in Fuzzy Systems
author_facet Hamiden Abd El-Wahed Khalifa
Pavan Kumar
Majed G. Alharbi
author_sort Hamiden Abd El-Wahed Khalifa
title Enhancement of Capacitated Transportation Problem in Fuzzy Environment
title_short Enhancement of Capacitated Transportation Problem in Fuzzy Environment
title_full Enhancement of Capacitated Transportation Problem in Fuzzy Environment
title_fullStr Enhancement of Capacitated Transportation Problem in Fuzzy Environment
title_full_unstemmed Enhancement of Capacitated Transportation Problem in Fuzzy Environment
title_sort enhancement of capacitated transportation problem in fuzzy environment
publisher Hindawi Limited
series Advances in Fuzzy Systems
issn 1687-7101
1687-711X
publishDate 2020-01-01
description This research work aims to study a capacitated transportation problem (CTP) with penalty cost, supplies, and demands represented by hexagonal fuzzy numbers. Based on ranking function, the supplies and demands are converted to the crisp form. Through the use of the α‐level, the problem is converted into interval linear programming. To optimize the interval objective function, we define the order relations represented by policy maker’s choice between intervals. The maximization (minimization) problem considering the interval objective function is transformed to multiobjective optimization problem based on order relations introduced by the preference of policy makers between interval profits (costs). A numerical example is given for illustration and to check the validity of the suggested approach.
url http://dx.doi.org/10.1155/2020/8893976
work_keys_str_mv AT hamidenabdelwahedkhalifa enhancementofcapacitatedtransportationprobleminfuzzyenvironment
AT pavankumar enhancementofcapacitatedtransportationprobleminfuzzyenvironment
AT majedgalharbi enhancementofcapacitatedtransportationprobleminfuzzyenvironment
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