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Study of the grid size impact on a raster based strip packing problem solution

机译:网格大小对基于栅格的条带包装问题解决方案的影响研究

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Abstract: Cutting and packing (C&P) is an important area of operational research and its problems arise in various industries such as: textile, wood, glass and shipbuilding. The main objective is to maximize the efficiency of a layout by rearranging and/or reassigning items inside containers in order to reduce costs and environmental impact. In this work, a raster solution to the bidimensional irregular strip packing problem, which consists of placing irregular shapes items inside a single rectangular container with variable length, is studied. In raster methods, the selection of the grid size is very important to the outcome of the algorithm. It influences the size of the search space, the overlap algorithm efficiency, as well as the memory requirements of the packing algorithm. An analysis of the impact of the choice of grid size is performed using 15 benchmark cases from the literature and, through careful observation of such test results, a simple rule to define the grid size is suggested.
机译:摘要:切割和包装(C&P)是运筹学的重要领域,它的问题出现在纺织,木材,玻璃和造船等各个行业。主要目的是通过重新布置和/或重新分配容器内的物品来最大化布局效率,从而降低成本和环境影响。在这项工作中,研究了解决二维不规则带状包装问题的栅格解决方案,该问题包括将不规则形状的物品放置在一个可变长度的单个矩形容器中。在栅格方法中,网格大小的选择对于算法的结果非常重要。它影响搜索空间的大小,重叠算法的效率以及打包算法的内存要求。使用文献中的15个基准案例对网格尺寸选择的影响进行了分析,并通过仔细观察这些测试结果,提出了定义网格尺寸的简单规则。

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