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A Global Reduction Based Algorithm for Computing Homology of Chain Complexes

机译:基于全局约简的链复合体同质性计算算法

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In this paper, we propose a new algorithm to compute the homology of a finitely generated chain complex. Our method is based on grouping several reductions into structures that can be encoded as directed acyclic graphs. The organized reduction pairs lead to sequences of projection maps that reduce the number of generators while preserving the homology groups of the original chain complex. This sequencing of reduction pairs allows updating the boundary information in a single step for a whole set of reductions, which shows impressive gains in computational performance compared to existing methods. In addition, our method gives the homology generators for a small additional cost.
机译:在本文中,我们提出了一种新算法来计算有限生成的链复合体的同源性。我们的方法基于将几种归约分组到可以编码为有向无环图的结构中。有组织的归约对导致投影图序列,这些图减少了生成器的数量,同时保留了原始链复合体的同源性组。归约对的这种排序允许针对整个归约集在单个步骤中更新边界信息,与现有方法相比,这显示出令人印象深刻的计算性能增益。此外,我们的方法为同源性生成器提供了少量额外成本。

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