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Erschienen in: Soft Computing 16/2023

10.06.2023 | Soft computing in decision making and in modeling in economics

Multi-choice fractional stochastic multi-objective transportation problem

verfasst von: M. A. El Sayed, Ibrahim A. Baky

Erschienen in: Soft Computing | Ausgabe 16/2023

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Abstract

Uncertainty in real-world fractional transportation problem is the major issue. In this paper, a multi-choice fractional stochastic multi-objective transportation problem (MCFS-MOTP) is investigated. Due to the uncertainty, in the introduced model, the coefficients of the fractional objective functions are a multi-choice type also, the parameters of the constraints are treated as multi-choice independent normally distributed random variables. Firstly, an interpolating polynomial is detailed utilizing practical qualities at nonnegative integer nodes to deal with any multi-choice parameters based on Newton divided difference method. Secondly, stochastic programming approach is applied to transform the probabilistic constraints into crisp ones. Moreover, we introduced a linearization methodology to work out the linear form of the problem. Finally, a fuzzy goal programming approach and the \(\epsilon \)-constrain method were utilized to think through the issue. Applicability of the proposed model was verified through a numerical example.

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Metadaten
Titel
Multi-choice fractional stochastic multi-objective transportation problem
verfasst von
M. A. El Sayed
Ibrahim A. Baky
Publikationsdatum
10.06.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 16/2023
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-023-08101-3

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