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Alexandria Engineering Journal
Article . 2022 . Peer-reviewed
License: CC BY NC ND
Data sources: Crossref
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
Alexandria Engineering Journal
Article . 2022
Data sources: DOAJ
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A new method for solving the linear programming problem in an interval-valued intuitionistic fuzzy environment

Authors: E. Fathy;

A new method for solving the linear programming problem in an interval-valued intuitionistic fuzzy environment

Abstract

In the last few decades, uncertainty linear programming (ULP) has received important attention among researchers and industrials. In this paper the ULP problem in which all parameters and/or decision variables are specified in terms of interval-valued intuitionistic fuzzy (IVIF) numbers is considered. First, we introduce a new method for solving the LP problem, denoted by IVIFLP, in which all parameters are IVIF numbers. Through using this method, the IVIFLP problem is broken down into nine smaller crisp linear problems (CLPs). Second, we modified the proposed method for solving an LP problem, denoted by FIVIFLP, in which all parameters and decision variables are IVIF numbers. An additional bounded variables constraint is added for the CLPs in which the optimization variables of all lower problems are considered as parameters at the upper problems. According to the reduction technique based on a linear combination between variables, the CLPs in the modified method are reduced to two CLPs, giving the most and the least favorable value of the objective function. The proposed methods are illustrated numerically. Finally, we explored the shortcomings of Bharati and Singh’s method (2018) for solving transportation problems in an IVIF environment and applied the proposed methods to solve such problems.

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Keywords

Linear programming, Uncertainty, Transportation problem, Fuzzy set theory, TA1-2040, Engineering (General). Civil engineering (General), Intuitionistic fuzzy set

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
18
Top 10%
Top 10%
Top 10%
gold