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Application of fuzzy random-based multi-objective linear fractional programming to inventory management problem.

Authors :
Abd El-Wahed Khalifa, Hamiden
Kumar, Pavan
Alodhaibi, Sultan S.
Source :
Systems Science & Control Engineering; Dec2022, Vol. 10 Issue 1, p90-103, 14p
Publication Year :
2022

Abstract

This research article aims to study a multi-objective linear fractional programming (FMOLFP) problem having fuzzy random coefficients as well as fuzzy pseudorandom decision variables. Initially, the FMOLFP model is converted to a single objective fuzzy linear programming (FLP) model. Secondly, we show that a fuzzy random optimal solution of an FLP problem is resolved into a class of random optimal solution of relative pseudorandom linear programming (LP) model. As a result, some of theorems show that a fuzzy random optimal solution of a fuzzy pseudorandom LP problem is combined with a series of random optimal solutions of relative pseudorandom LP problems. As an application, the developed approach is implemented to an inventory management problem by taking the parameters as trapezoidal fuzzy numbers, ultimately resulting in a new initiative for modelling real-world problems for optimization. In the last, some numerical examples are introduced to clarify the obtained results and their applicability. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21642583
Volume :
10
Issue :
1
Database :
Complementary Index
Journal :
Systems Science & Control Engineering
Publication Type :
Academic Journal
Accession number :
160969553
Full Text :
https://doi.org/10.1080/21642583.2022.2040060