Mathematical optimization approaches for facility layout problems: The state-of-the-art and future research directions

被引:142
|
作者
Anjos, Miguel F. [1 ,2 ]
Vieira, Manuel V. C. [3 ,4 ]
机构
[1] Polytech Montreal, Gerad, Montreal, PQ H3C 3A7, Canada
[2] Polytech Montreal, Dept Math & Ind Engn, Montreal, PQ H3C 3A7, Canada
[3] Univ Nova Lisboa, Fac Ciencias & Tecnol, Dept Matemat, Lisbon, Portugal
[4] Univ Nova Lisboa, CMA, Lisbon, Portugal
基金
加拿大自然科学与工程研究理事会;
关键词
Facilities planning and design; Unequal-areas facility layout; Row layout; Mixed integer linear optimization; Semidefinite optimization; SEQUENCE-PAIR REPRESENTATION; GENETIC ALGORITHM; SLICING TREE; PROGRAMMING FORMULATION; MODEL; RELAXATIONS; ALLOCATION; HIERARCHY; FRAMEWORK; DESIGN;
D O I
10.1016/j.ejor.2017.01.049
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Facility layout problems are an important class of operations research problems that has been studied for several decades. Most variants of facility layout are NP-hard, therefore global optimal solutions are difficult or impossible to compute in reasonable time. Mathematical optimization approaches that guarantee global optimality of solutions or tight bounds on the global optimal value have nevertheless been successfully applied to several variants of facility layout. This review covers three classes of layout problems, namely row layout, unequal-areas layout, and multifloor layout. We summarize the main contributions to the area made using mathematical optimization, mostly mixed integer linear optimization and conic optimization. For each class of problems, we also briefly discuss directions that remain open for future research. (c) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 16
页数:16
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