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A mixed integer programming approach for multi-cyclic robotic flowshop scheduling with time window constraints

机译:具有时间窗约束的多周期机器人Flowshop调度的混合整数规划方法

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摘要

This paper deals with the cyclic robotic flowshop scheduling problem with time window constraints, where parts are processed successively on multiple machines with upper and lower bounds on processing times and the transportation of parts among the machines is executed by a robot. In contrast with most previous studies, we consider the multi-cyclic scheduling problem in which two or more identical parts enter and leave the robotic flow-shop during each cycle. We present the first mixed integer programming (MIP) model for the multi-cyclic robotic flowshop scheduling problem based on the description and analysis of the problem. We solve the model using commercial software CPLEX. Computational experiment on benchmark and randomly generated instances indicates that the proposed MIP approach can effectively solve real-life scheduling problems.
机译:本文针对具有时间窗约束的循环机器人流水车间调度问题,在多台机器上连续处理零件,处理时间有上限和下限,机器之间的零件运输由机器人执行。与大多数以前的研究相比,我们考虑了多周期调度问题,其中两个或多个相同零件在每个周期内进入和离开机器人流水车间。基于问题的描述和分析,我们提出了用于多循环机器人Flowshop调度问题的第一个混合整数规划(MIP)模型。我们使用商业软件CPLEX求解模型。在基准和随机生成实例上的计算实验表明,所提出的MIP方法可以有效解决现实生活中的调度问题。

著录项

  • 来源
    《Applied Mathematical Modelling》 |2012年第8期|p.3621-3629|共9页
  • 作者

    Zhen Zhou; Ada Che; Pengyu Yan;

  • 作者单位

    School of Management, Northwestern Polytechnical University, Xi'an 710072, PR China;

    School of Management, Northwestern Polytechnical University, Xi'an 710072, PR China;

    School of Management and Economics, University of Electronic Science and Technology of China, Chengdu 610054, PR China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    multi-cyclic scheduling; robotic flowshop; mixed integer programming; time window constraints;

    机译:多周期调度;机器人流程车间;混合整数编程;时间窗口约束;
  • 入库时间 2022-08-18 03:00:03

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