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Multidimensional solution of fuzzy linear programming.

Authors :
Edalatpanah, Seyyed Ahmad
Source :
PeerJ Computer Science; Nov2023, p1-18, 18p
Publication Year :
2023

Abstract

There are several approaches to address fuzzy linear programming problems (FLPP). However, due to using standard interval arithmetic (SIA), these methods have some limitations and are not complete solutions. This article establishes a new approach to fuzzy linear programming via the theory of horizontal membership functions and the multidimensional relative-distance-measure fuzzy interval arithmetic. Furthermore, we propose a multidimensional solution based on the primal Simplex approach that satisfies any equivalent form of FLPP. The new solutions of FLPP are also compared with the results of existing methods. Some numerical examples have been illustrated to show the efficiency of the proposed method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23765992
Database :
Complementary Index
Journal :
PeerJ Computer Science
Publication Type :
Academic Journal
Accession number :
173956026
Full Text :
https://doi.org/10.7717/peerj-cs.1646