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考虑柔性检修计划的圆钢热轧批量调度

王雷 赵秋红 许绍云

王雷, 赵秋红, 许绍云等 . 考虑柔性检修计划的圆钢热轧批量调度[J]. 北京航空航天大学学报, 2016, 42(3): 435-443. doi: 10.13700/j.bh.1001-5965.2015.0170
引用本文: 王雷, 赵秋红, 许绍云等 . 考虑柔性检修计划的圆钢热轧批量调度[J]. 北京航空航天大学学报, 2016, 42(3): 435-443. doi: 10.13700/j.bh.1001-5965.2015.0170
WANG Lei, ZHAO Qiuhong, XU Shaoyunet al. Hot-rolling batch scheduling in round steel production with flexible maintenance planning[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(3): 435-443. doi: 10.13700/j.bh.1001-5965.2015.0170(in Chinese)
Citation: WANG Lei, ZHAO Qiuhong, XU Shaoyunet al. Hot-rolling batch scheduling in round steel production with flexible maintenance planning[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(3): 435-443. doi: 10.13700/j.bh.1001-5965.2015.0170(in Chinese)

考虑柔性检修计划的圆钢热轧批量调度

doi: 10.13700/j.bh.1001-5965.2015.0170
基金项目: 国家自然科学基金(71271013,71471006);辽宁省社会科学规划基金(L15AGL016)
详细信息
    作者简介:

    王雷 男,博士,讲师。主要研究方向:智能优化算法、应急管理。Tel.:024-86982210 E-mail:leonwang521@126.com;赵秋红 女,博士,教授,博士生导师。主要研究方向:启发式算法、应急管理。Tel.:010-82316181 E-mail:qhzhao@buaa.edu.cn

    通讯作者:

    赵秋红,Tel.:010-82316181 E-mail:qhzhao@buaa.edu.cn

  • 中图分类号: F273

Hot-rolling batch scheduling in round steel production with flexible maintenance planning

Funds: National Natural Science Foundation of China (71271013, 71471006);Social Science Planning Foundation of Liaoning Province in China (L15AGL016)
  • 摘要: 针对考虑柔性检修计划的圆钢热轧批量调度问题,构建了以最小化最大完工时间、订单提前及拖期总时长为目标函数的整数规划模型,用以制定有效的机器检修与批量生产协作计划。结合模型特征,提出一种改进多目标粒子群算法(IMPSO)实现求解。算法采用基于混沌加权适应度计算的插入式方法生成初始粒子群体;根据问题约束特征,设计修复规则对群体进化过程中产生的不可行粒子进行修复;采用精英策略保留算法迭代过程中的优势个体,并根据精英集合为每个粒子选择更新所需的极值;针对问题变量的离散特征,引入基于遗传操作的粒子更新方式。实验结果表明,模型和算法是可行和有效的。

     

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出版历程
  • 收稿日期:  2015-03-24
  • 刊出日期:  2016-03-20

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