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余龙泉, 徐周波, 李上铨. 基于ADD的图模式匹配双向模拟符号算法J. 桂林电子科技大学学报, 2026, 46(4): 372-378. DOI: 10.16725/j.1673-808X.2023195
引用本文: 余龙泉, 徐周波, 李上铨. 基于ADD的图模式匹配双向模拟符号算法J. 桂林电子科技大学学报, 2026, 46(4): 372-378. DOI: 10.16725/j.1673-808X.2023195
Yu Longquan, Xu Zhoubo, Li Shangquan. Dual simulation symbolic algorithm for graph pattern matching based on ADDJ. Journal of Guilin University of Electronic Technology, 2026, 46(4): 372-378. DOI: 10.16725/j.1673-808X.2023195
Citation: Yu Longquan, Xu Zhoubo, Li Shangquan. Dual simulation symbolic algorithm for graph pattern matching based on ADDJ. Journal of Guilin University of Electronic Technology, 2026, 46(4): 372-378. DOI: 10.16725/j.1673-808X.2023195

基于ADD的图模式匹配双向模拟符号算法

Dual simulation symbolic algorithm for graph pattern matching based on ADD

  • 摘要: 针对如何优化双向模拟在执行过程中的逐一检查和更新问题,提出了一种基于代数决策图(ADD)的图模式匹配的双向模拟算法GSDD。通过引入代数决策图符号化表示模式图和数据图,利用符号操作在内存计算中实现集合运算,即将结点的逐一处理改为多个结点并行处理,并使用一种同时处理自身结点和一步邻居的标签约束方法,优化双向模拟的候选集筛选。最后利用回溯算法对结点候选集进一步筛选。实验结果表明,与双向模拟相比,GSDD算法可有效提高图模式匹配执行效率。

     

    Abstract: To optimize the sequential checking and update operations during dual simulation, this paper proposes a graph pattern-matching algorithm based on Algebraic Decision Diagram (ADD), namely GSDD, which optimizes the sequential checking and update operations during matching execution. The proposed GSDD algorithm employs algebraic decision diagrams to construct symbolic representations of both pattern graphs and data graphs. The algorithm performs symbolic set operations in memory, allowing multiple candidate nodes to be processed in parallel rather than sequentially. A novel label-constrained filtering strategy is further introduced to jointly process a node and its immediate neighbours, thereby improving candidate set pruning in dual simulation. Subsequently, a backtracking strategy is adopted to further refine the candidate node set. Experimental results demonstrate that the proposed GSDD algorithm effectively improves graph pattern matching efficiency compared with the conventional dual simulation method.

     

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