基于线性化mip模型的设施布局问题的数学优化方法

Q4 Decision Sciences Pesquisa Operacional Pub Date : 2022-01-01 DOI:10.1590/0101-7438.2022.042.00261044
Evelyn Michelle Henrique Braga, Luiz Leduíno de Salles Neto
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引用次数: 0

摘要

。用于优化生产过程的策略之一是确定最佳布局。为此,研究了公司内部各种设备,区域或功能活动的相对定位。合理安排设备,可以缩短加工时间,提高生产效率。一般来说,设施布局问题(FLP)的目标函数是降低总物料搬运成本。尽管自FLP建模第一篇论文发表以来,已经过去了60多年,但对该问题的许多方面的研究仍处于早期阶段,需要进一步探索,这也是本研究的动力。本文考虑了具有固定尺寸和输入/输出点的矩形块的不等面积问题。在前人研究公式的基础上,提出了四种新的混合整数规划模型。然后,采用基于模型线性化的数学优化方法。与文献报道的算法相比,采用CPLEX设置求解时限的方法求解线性化MIP模型的算法在不同的测试问题上都取得了较好的结果。
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A MATHEMATICAL OPTIMIZATION APPROACH BASED ON LINEARIZED MIP MODELS FOR SOLVING FACILITY LAYOUT PROBLEMS
. One of the strategies used to optimize production processes is to define the best layout. For this, the relative positioning of the various equipment, areas, or functional activities inside the company is studied. Proper arrangement of facilities will result in shorter process times and higher productivity. In general, the objective function of the facility layout problem (FLP) is to reduce the total material handling cost. Although over six decades have been passed since the first work on FLP modeling was published, research on many aspects of this problem is still in an early stage and needs to be further explored, which motivated this study. In this paper, the unequal area of rectangular blocks with fixed dimensions and input/output points are considered for FLPs. Four new mixed-integer programming (MIP) models based on previous research formulations are developed. Then, a mathematical optimization approach based on the linearization of the models is applied. An algorithm that solves the linearized MIP model by CPLEX setting a time limit for the solution obtained excellent results for different test problems when compared to those reported in the literature.
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来源期刊
Pesquisa Operacional
Pesquisa Operacional Decision Sciences-Management Science and Operations Research
CiteScore
1.60
自引率
0.00%
发文量
19
审稿时长
8 weeks
期刊介绍: Pesquisa Operacional is published each semester by the Sociedade Brasileira de Pesquisa Operacional - SOBRAPO, performing one volume per year, and is distributed free of charge to its associates. The abbreviated title of the journal is Pesq. Oper., which should be used in bibliographies, footnotes and bibliographical references and strips.
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