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

被引:14
作者
Gutmen, Selma [1 ]
Roy, Sankar Kumar [2 ]
Weber, Gerhard-Wilhelm [1 ,3 ]
机构
[1] Poznan Univ Tech, Fac Engn Management, Poznan, Poland
[2] Vidyasagar Univ, Dept Appl Math Oceanol & Comp Programming, Midnapore 721102, West Bengal, India
[3] IAM METU, Ankara, Turkiye
关键词
Weighted goal programming; Multi-objective decision making; Transportation problem; SUSTAINABLE DEVELOPMENT; MODEL; MANAGEMENT;
D O I
10.1007/s10100-023-00861-5
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
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.
引用
收藏
页码:557 / 568
页数:12
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