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Column-Based Graph Layouts

机译:基于列的图形布局

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We consider orthogonal upward drawings of directed acyclic graphs (DAGs) with nodes of uniform width but node-specific height. One way to draw such graphs is to use a layering technique as provided by the Sugiyama framework. However, to avoid drawbacks of the Sugiyama framework we use the layer-free upward crossing minimization algorithm suggested by Chimani et al. and integrate it into the topology-shape-metric (TSM) framework introduced by Tamassia. This in combination with an algorithm by Biedl and Kant lets us generate column-based layouts, i.e., layouts where the plane is divided into uniform-width columns and every node is assigned to a column. We show that our column-based approach allows to generate visually appealing, compact layouts with few edge crossing and at most four bends per edge. Furthermore, the resulting layouts exhibit a high degree of symmetry and implicitly support edge bundling. We justify our approach by an experimental evaluation based on real-world examples.
机译:我们考虑具有均匀宽度但特定于节点高度的节点的有向无环图(DAG)的正交向上图。绘制此类图形的一种方法是使用Sugiyama框架提供的分层技术。但是,为避免Sugiyama框架的弊端,我们使用了Chimani等人提出的无层向上交叉最小化算法。并将其集成到Tamassia引入的拓扑形状度量(TSM)框架中。结合Biedl和Kant的算法,我们可以生成基于列的布局,即将平面分为均匀宽度的列并且每个节点都分配给一列的布局。我们证明了基于列的方法可以生成视觉吸引力的紧凑布局,几乎没有边缘交叉,每个边缘最多四个弯曲。此外,所得到的布局表现出高度的对称性,并隐含地支持边缘捆绑。我们通过基于真实示例的实验评估来证明我们的方法是正确的。

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