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arXiv 2203.07022cs.CGmath.AT
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交换、移动和修剪以折叠过滤

Swap, Shift and Trim to Edge Collapse a Filtration

Marc Glisse, Siddharth Pritam

摘要:

Boissonnat和Pritam引入了一种算法来减少对标记(或团)复合体的过滤,这特别可以加快其持久同源性的计算。他们使用所谓的边折叠来减少输入标志过滤,他们的减少方法只需要过滤的1-骨架。在本文中,我们重新使用的边折叠的持久性同源的有效计算。我们首先给出一个简单而直观的解释,该算法的基本原理。这反过来又使我们能够提出各种扩展,包括锯齿形过滤简化算法。最后,我们展示了一些实验来更好地理解它的行为。

英文摘要:

Boissonnat and Pritam introduced an algorithm to reduce a filtration of flag (or clique) complexes, which can in particular speed up the computation of its persistent homology. They used so-called edge collapse to reduce the input flag filtration and their reduction method required only the 1-skeleton of the filtration. In this paper we revisit the usage of edge collapse for efficient computation of persistence homology. We first give a simple and intuitive explanation of the principles underlying that algorithm. This in turn allows us to propose various extensions including a zigzag filtration simplification algorithm. We finally show some experiments to better understand how it behaves.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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