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An improved skyline based heuristic for the 2D strip packing problem and its efficient implementation

机译:改进的基于天际线的2D带包装问题启发式方法及其有效实现

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摘要

The best-fit heuristic by Burke et al. (2004) is a simple but effective approach for the 2D Strip Packing (2DSP) problem. In this paper, we propose an improved best-fit heuristic for the 2DSP. Instead of selecting the rectangle with the largest width, we use the fitness number to select the best rectangle fitting into the gap. An efficient implementation pattern with a time complexity of 0(n logn) (n is the number of rectangles) is provided for the improved best-fit heuristic. A simple random local search is used to improve the results by trying different sequences. The experiment on the benchmark test sets shows that the final approach is both effective and efficient. (C) 2016 Elsevier Ltd. All rights reserved.
机译:Burke等人的最佳拟合启发式方法。 (2004)是解决2D条形包装(2DSP)问题的一种简单而有效的方法。在本文中,我们为2DSP提出了一种改进的最佳拟合启发式算法。代替选择宽度最大的矩形,我们使用适应度数字选择适合间隙的最佳矩形。提供了一种有效的实现方式,其时间复杂度为0(n logn)(n是矩形的数量),用于改进的最佳拟合启发式算法。一个简单的随机局部搜索可通过尝试不同的序列来改善结果。在基准测试集上进行的实验表明,最终方法既有效又有效。 (C)2016 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Computers & operations research》 |2017年第APRa期|113-127|共15页
  • 作者单位

    Jiangxi Univ Finance & Econ, Sch Informat Technol, Nanchang 330013, Jiangxi, Peoples R China|City Univ Hong Kong, Shenzhen Res Inst CityUSRI, Shenzhen 518057, Peoples R China;

    Nanjing Univ, Sch Management & Engn, Int Ctr Management Sci & Engn, Nanjing 210093, Jiangsu, Peoples R China|Natl Univ Singapore, Dept Ind & Syst Engn, Singapore 117576, Singapore;

    Univ Hong Kong, Faulty Engn, Pokfulam Rd, Hong Kong 999077, Hong Kong, Peoples R China;

    Jinan Univ, Dept Econ, Guangzhou 510632, Guangdong, Peoples R China|Jinan Univ, Inst Resource Environm & Sustainable Dev, Guangzhou 510632, Guangdong, Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cutting; Packing; Heuristics; Random local search; Best-fit;

    机译:切割;包装;启发式;随机局部搜索;最适合;

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