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Improved Force-Directed Method of Graph Layout Generation with Adaptive Step Length

机译:自适应步长的改进的力导向图布局生成方法

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We present an improvement of the force-directed method of undirected graph layout generation by maximizing the step length of the iterative optimization process. We show that the upper bound on the step length value depends only on graph characteristics and remains constant throughout the optimization process. Our algorithm finds the largest possible step length that does not result in divergence of the process, therefore it reduces the number of iterations needed to achieve the optimal graph layout.
机译:通过最大化迭代优化过程的步长,我们提出了一种无向图布局生成力导向方法的改进。我们表明,步长值的上限仅取决于图形特征,并且在整个优化过程中保持恒定。我们的算法找到了最大的可能的步长,不会导致过程发散,因此减少了实现最佳图形布局所需的迭代次数。

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