An overview of weighted goal programming: a multi-objective transportation problem with some fresh viewpoints

Goal programming (GP) is one of the widely used and effective method of solving real-world multi-objective decision-making problems. The term “multi-objective transportation problem” (MOTP) covers a specific class of vector maximum (minimum) linear programming problem that typically has multiple, co...

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Vydáno v:Central European journal of operations research Ročník 32; číslo 3; s. 557 - 568
Hlavní autoři: Gütmen, Selma, Roy, Sankar Kumar, Weber, Gerhard-Wilhelm
Médium: Journal Article
Jazyk:angličtina
Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.09.2024
Springer
Springer Nature B.V
Témata:
Applied mathematics
Business and Management
Decision making
Goal programming
Goal setting
Linear programming
Management science
Mathematical models
Methods
Multiple objective analysis
Operations Research/Decision Theory
Optimization techniques
Original Paper
Tests, problems and exercises
Transportation planning
Transportation problem
Transportation problem (Operations research)
Weighting (Statistics)
Poland
Multi-objective decision making
Weighted goal programming
Transportation problem
ISSN:1435-246X, 1613-9178
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Popis
Shrnutí:Goal programming (GP) is one of the widely used and effective method of solving real-world multi-objective decision-making problems. The term “multi-objective transportation problem” (MOTP) covers a specific class of vector maximum (minimum) linear programming problem that typically has multiple, competing, and incompatible objective functions. In this article, GP and weighted goal programming (WGP) are summarized in MOTP. Furthermore, its advantages over GP are illustrated by a theorem. Additionally, by utilizing WGP, a solution procedure is articulated for MOTP. Finally, an application on screen-panels of mobile devices is presented to explore the applicability. The paper ends with a conclusion and including an outlook to future studies, whereby we address internal and external transportation, and view the internal one with a broader understanding of logistics.
Bibliografie:ObjectType-Article-1
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ISSN:1435-246X
1613-9178
DOI:10.1007/s10100-023-00861-5