基于邻接矩阵的作业车间调度可行解判定方法
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TP301

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国家自然科学基金项目(52275490).


A feasible solution determination method for job shop scheduling based on adjacency matrix
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    摘要:

    针对作业车间调度问题中邻域结构的可行解判定问题, 提出一种基于邻接矩阵的可行解判定方法. 首先, 从析取图角度分析工序间的路径关系情况, 指出现有可行解判定方法的局限性, 进而设计基于邻接矩阵的可行解判定方法. 该方法不但能保证邻域移动可行性的精准判定, 而且能够避免可行解的遗漏, 进一步扩大整体的有效搜索空间. 此外, 为了提高邻接矩阵相关的计算效率, 提出一种基于拓扑排序片段的邻接矩阵双向缩减方法, 提高快速判定效率. 最后, 对该方法在邻域数目上与其他的可行解判定方法进行比较, 并融入混合算法对不同规模的基准算例进行测试求解, 从而验证该方法的有效性、基础意义和应用价值.

    Abstract:

    A feasible solution determination method based on an adjacency matrix is proposed for neighborhood structures in job shop scheduling problems. First, the path relationships among operations are analyzed from the perspective of disjunctive graphs, and the limitations of existing determination methods are identified. Based on this analysis, an adjacency-matrix-based method is designed to ensure the accurate determination of neighborhood move feasibility while avoiding the omission of feasible solutions, which substantially broadens the valid search space. In addition, to improve the computational efficiency of the adjacency matrix, a dual-directional pruning method for the adjacency matrix is proposed based on segments of topological sorting, accelerating the feasibility checking process. Finally, the proposed method is compared with other determination methods in terms of the number of feasible neighborhoods, and benchmark instances of various scales are solved using a hybrid algorithm to validate its effectiveness. The results confirm the foundational significance and practical value of the proposed method.

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于丰顺,赵诗奎,仵政源,等.基于邻接矩阵的作业车间调度可行解判定方法[J].控制与决策,2025,40(10):3085-3095

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  • 收稿日期:2025-04-18
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  • 在线发布日期: 2025-09-09
  • 出版日期: 2025-10-20
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