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首页> 外文期刊>International Journal of Innovative Computing Information and Control >A DIVIDE-CONQUER HEURISTIC SEARCH ALGORITHM FOR CUTTING SURPLUS STEEL PLATES OF STEEL AND IRON COMPANIES
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A DIVIDE-CONQUER HEURISTIC SEARCH ALGORITHM FOR CUTTING SURPLUS STEEL PLATES OF STEEL AND IRON COMPANIES

机译:用于分割钢铁公司剩余钢板的分水岭启发式搜索算法

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摘要

The cutting pattern problem of the surplus steel plates (SPCP problem) is difficult to solve. In this paper, a divide-conquer heuristic search approach (DHSA) is proposed for SPCP. Firstly, the related knowledge is extracted and used in transforming the SPCP problem into the special restricted rectangle packing problem (S2RP problem) for each group of surplus(es) and orders. Afterward, feasible candidate cutting schemes can be obtained through an exhaustive search based on the knowledge and proposed divide-conquer heuristic strategy for the S2RP problem. And the optimal one having passed through quality-monitoring can be quickly found from the sorted candidate schemes. Theoretical analysis and numerical experiments show that the proposed DHSA algorithm is superior to existing approaches, especially the MES-based human-computer interactive approach in performance for the SPCP problem.
机译:剩余钢板的切割图案问题(SPCP问题)很难解决。本文针对SPCP提出了一种分治法启发式搜索方法(DHSA)。首先,提取相关知识并将其用于将SPCP问题转换为每组剩余和订单的特殊限制矩形包装问题(S2RP问题)。然后,基于知识和针对S2RP问题提出的分治启发式策略,可以通过详尽搜索获得可行的候选裁切方案。并且可以从排序的候选方案中快速找到经过质量监控的最佳方案。理论分析和数值实验表明,所提出的DHSA算法优于现有方法,特别是基于MES的人机交互方法在处理SPCP问题上具有优势。

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  • 作者单位

    Key Laboratory of Intelligent Computing and Information Processing, Ministry of Education Xiangtan University Yanggutang Western Suburb, Xiangtan 411105, P. R. China;

    Key Laboratory of Intelligent Computing and Information Processing, Ministry of Education Xiangtan University Yanggutang Western Suburb, Xiangtan 411105, P. R. China;

    Xiangtan Iron and Steel Group Co. Ltd Xiangtan 411104, P. R. China;

    Department of Information Engineering and Computer Science Feng Chia University No. 100, Wenhwa Rd., Seatwen, Taichung 40724, Taiwan,Department of Computer Science and Information Engineering Asia University No. 500, Lioufeng Rd., Wufeng, Taichung 41354, Taiwan;

    Key Laboratory of Intelligent Computing and Information Processing, Ministry of Education Xiangtan University Yanggutang Western Suburb, Xiangtan 411105, P. R. China;

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

    Cutting problem; Rectangle packing problem; Heuristic method; Range size; Divide-conquer strategy;

    机译:切割问题;矩形包装问题;启发式方法;范围大小;分治策略;

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