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Heuristic and metaheuristic approaches for a class of two-dimensional bin packing problems
被引:235
|作者:
Lodi, A
[1
]
Martello, S
[1
]
Vigo, D
[1
]
机构:
[1] Univ Bologna, Dipartimento Elettron Informat & Sistemist, I-40136 Bologna, Italy
关键词:
Cutting;
Heuristic;
Packing;
Tabu search;
D O I:
10.1287/ijoc.11.4.345
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
Two-dimensional bin packing problems consist of allocating, without overlapping, a given set of small rectangles (items) to a minimum number of large identical rectangles (bins), with the edges of the items parallel to those of the bins. According to the specific application, the items may either have a fixed orientation or they can be rotated by 90 degrees. In addition, it may or not be imposed that the items are obtained through a sequence of edge-to-edge cuts parallel to the edges of the bin. In this article, we consider the class of problems arising from all combinations of the above requirements. We introduce a new heuristic algorithm for each problem in the class, and a unified tabu search approach that is adapted to a specific problem by simply changing the heuristic used to explore the neighborhood. The average performance of the single heuristics and of the tabu search are evaluated through extensive computational experiments.
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页码:345 / 357
页数:13
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