Irregular packing problems: A review of mathematical models

被引:71
|
作者
Leao, Aline A. S. [1 ]
Toledo, Franklina M. B. [1 ]
Oliveira, Jose Fernando [2 ]
Carravilla, Maria Antonia [2 ]
Alvarez-Valdes, Ramon [3 ]
机构
[1] Univ Sao Paulo, Inst Math & Comp Sci, Sao Carlos, Brazil
[2] Univ Porto, Fac Engn, INESC TEC, Porto, Portugal
[3] Univ Valencia, Dept Stat & Operat Res, Valencia, Spain
基金
巴西圣保罗研究基金会;
关键词
Cutting; Packing; Nesting problem; Irregular packing; Mathematical modeling; BIN PACKING; NONCONVEX POLYGONS; PROGRAMMING-MODELS; MIP MODEL; ALGORITHMS; CONSTRUCTION; ROTATIONS; CIRCLES; OBJECTS; SEARCH;
D O I
10.1016/j.ejor.2019.04.045
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Irregular packing problems (also known as nesting problems) belong to the more general class of cutting and packing problems and consist of allocating a set of irregular and regular pieces to larger rectangular or irregular containers, while minimizing the waste of material or space. These problems combine the combinatorial hardness of cutting and packing problems with the computational difficulty of enforcing the geometric non-overlap and containment constraints. Unsurprisingly, nesting problems have been addressed, both in the scientific literature and in real-world applications, by means of heuristic and metaheuristic techniques. However, more recently a variety of mathematical models has been proposed for nesting problems. These models can be used either to provide optimal solutions for nesting problems or as the basis of heuristic approaches based on them (e.g. matheuristics). In both cases, better solutions are sought, with the natural economic and environmental positive impact. Different modeling options are proposed in the literature. We review these mathematical models under a common notation framework, allowing differences and similarities among them to be highlighted. Some insights on weaknesses and strengths are also provided. By building this structured review of mathematical models for nesting problems, research opportunities in the field are proposed. (C) 2019 Elsevier B.V. All rights reserved.
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页码:803 / 822
页数:20
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