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FlexGD: A flexible force-directed model for graph drawing

机译:FlexGD:用于图形绘制的灵活的力导向模型

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We propose FlexGD, a force-directed algorithm for straightline undirected graph drawing. The algorithm strives to draw graph layouts encompassing from uniform vertex distribution to extreme structure abstraction. It is flexible for it is parameterized so that the emphasis can be put on either of the two drawing criteria. The parameter determines how much the edges are shorter than the average distance between vertices. Extending the clustering property of the LinLog model, FlexGD is efficient for cluster visualization in an adjustable level. The energy function of FlexGD is minimized through a multilevel approach, particularly designed to work in contexts where edge length distribution is not uniform. Applying FlexGD on several real datasets, we illustrate both the good quality of the layout on various topologies, and the ability of the algorithm to meet the addressed drawing criteria.
机译:我们提出FlexGD,一种用于直线无向图形图的力定向算法。该算法致力于绘制从统一顶点分配到极端结构抽象的图形布局。它是灵活的,参数化,以便在两个绘图标准中施加重点。该参数确定边缘短于顶点之间的平均距离。扩展Linlog型号的群集属性,FlexGD在可调级别中的集群可视化是高效的。通过多级方法最小化FlexGD的能量功能,特别是在边缘长度分布不均匀的上下文中工作。在几个真实数据集上应用FlexGD,我们说明了各种拓扑上的布局的良好质量,以及算法满足所寻址的绘图标准的能力。

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