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On the integrated charge planning with flexible jobs in primary steelmaking processes

机译:关于在初级炼钢过程中具有灵活工作的综合装料计划

摘要

The integrated charge planning (ICP) problem based on flexible jobs in an integrated steel plant is extremely difficult and valuable. The purpose of this paper is to improve the efficiency and feasibility of planning by minimising the number of charges, minimising the total production costs and maximising the total throughput, considering the hard constraints and soft constraints. A multi-objective mathematical programming model for the problem is formulated, and it is shown that the problem is NP-hard. Two new meta-heuristics are designed, one is guided variable neighbourhood search (GVNS) combined with harmony search, and the other is GVNS combined with simulated annealing. Compared with enumeration algorithm, tabu search, variable neighbourhood search (VNS), harmony search, extend next fit decreasing (ENFD) and skewed VNS (SVNS), variable neighbourhood descent (VND), the numerical results by actual production data have shown that the proposed model and GVNHS are feasible and effective for ICP.
机译:基于集成钢厂中灵活工作的集成装料计划(ICP)问题非常困难且非常有价值。本文的目的是通过考虑硬约束和软约束,通过最小化装料数量,最小化总生产成本和最大化总吞吐量来提高计划的效率和可行性。建立了该问题的多目标数学规划模型,表明该问题具有NP难性。设计了两种新的元启发式算法,一种是与和谐搜索相结合的引导变量邻域搜索(GVNS),另一种是与模拟退火相结合的GVNS。与枚举算法,禁忌搜索,变量邻域搜索(VNS),和声搜索,扩展下拟合度递减(ENFD)和偏斜VNS(SVNS),变量邻域下降(VND)相比,实际生产数据的数值结果表明:提出的模型和GVNHS对ICP是可行和有效的。

著录项

  • 作者

    Dong H; Huang M; Ip WH; Wang X;

  • 作者单位
  • 年度 2010
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

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