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首页> 外文期刊>Journal of industrial and management optimization >COORDINATION OF PRODUCTION AND TRANSPORTATION IN SUPPLY CHAIN SCHEDULING
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COORDINATION OF PRODUCTION AND TRANSPORTATION IN SUPPLY CHAIN SCHEDULING

机译:供应链调度中的生产与运输协调

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摘要

This paper investigates a three-stage supply chain scheduling problem in the application area of aluminium production. Particularly, the first and the third stages involve two factories, i.e., the extrusion factory of the supplier and the aging factory of the manufacturer, where serial batching machine and parallel batching machine respectively process jobs in different ways. In the second stage, a single vehicle transports jobs between the two factories. In our research, both setup time and capacity constraints are explicitly considered. For the problem of minimizing the makespan, we formalize it as a mixed integer programming model and prove it to be strongly NP-hard. Considering the computational complexity, we develop two heuristic algorithms applied in two different cases of this problem. Accordingly, two lower bounds are derived, based on which the worst case performance is analyzed. Finally, different scales of random instances are generated to test the performance of the proposed algorithms. The computational results show the effectiveness of the proposed algorithms, especially for large-scale instances.
机译:本文研究了铝生产应用领域中的三阶段供应链调度问题。特别地,第一阶段和第三阶段涉及两个工厂,即供应商的挤压工厂和制造商的老化工厂,其中串行配料机和并行配料机分别以不同的方式处理作业。在第二阶段,一辆车在两个工厂之间运送工作。在我们的研究中,建立时间和容量限制都被明确考虑。对于最小化制造时间的问题,我们将其形式化为混合整数规划模型,并证明其具有很强的NP难度。考虑到计算复杂性,我们开发了两种启发式算法,分别应用于此问题的两种不同情况。因此,得出两个下限,基于这些下限分析最坏情况下的性能。最后,生成不同比例的随机实例以测试所提出算法的性能。计算结果表明了所提出算法的有效性,特别是对于大型实例。

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  • 作者单位

    School of Management, Hefei University of Technology Hefei 230009, China,Center for Applied Optimization, Department of Industrial and Systems Engineering University of Florida, Gainesville, FL 32611, USA;

    Center for Applied Optimization, Department of Industrial and Systems Engineering University of Florida, Gainesville, FL 32611, USA,Laboratory of Algorithms and Technologies for Networks Analysis, National Research University Higher School of Economics, Niznhy Novgorod 603093, Russia;

    School of Management, Hefei University of Technology Hefei 230009, China,Key Laboratory of Process Optimization and Intelligent Decision-making of Ministry of Education Hefei 230009, China;

    School of Management, Hefei University of Technology Hefei 230009, China,Department of Computer Science, North Carolina State University Raleigh 27695, USA;

    School of Management, Hefei University of Technology Hefei 230009, China,Key Laboratory of Process Optimization and Intelligent Decision-making of Ministry of Education Hefei 230009, China;

    Shanghai Key Laboratory of Power Station Automation Technology School of Mechatronics and Automation Shanghai University, Shanghai 200444, China;

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

    Supply chain scheduling; batching; transportation; heuristic algorithm;

    机译:供应链调度;分批运输;启发式算法;

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