Persistent cup product structures and related invariants

Facundo Mémoli, Anastasios Stefanou, Ling Zhou
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引用次数: 4

Abstract

Abstract One-dimensional persistent homology is arguably the most important and heavily used computational tool in topological data analysis. Additional information can be extracted from datasets by studying multi-dimensional persistence modules and by utilizing cohomological ideas, e.g. the cohomological cup product. In this work, given a single parameter filtration, we investigate a certain 2-dimensional persistence module structure associated with persistent cohomology, where one parameter is the cup-length $$\ell \ge 0$$ 0 and the other is the filtration parameter. This new persistence structure, called the persistent cup module , is induced by the cohomological cup product and adapted to the persistence setting. Furthermore, we show that this persistence structure is stable. By fixing the cup-length parameter $$\ell $$ , we obtain a 1-dimensional persistence module, called the persistent $$\ell $$ -cup module, and again show it is stable in the interleaving distance sense, and study their associated generalized persistence diagrams. In addition, we consider a generalized notion of a persistent invariant , which extends both the rank invariant (also referred to as persistent Betti number ), Puuska’s rank invariant induced by epi-mono-preserving invariants of abelian categories, and the recently-defined persistent cup-length invariant , and we establish their stability. This generalized notion of persistent invariant also enables us to lift the Lyusternik-Schnirelmann (LS) category of topological spaces to a novel stable persistent invariant of filtrations, called the persistent LS-category invariant .
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持久杯积结构和相关不变量
一维持久同调是拓扑数据分析中最重要和最常用的计算工具。通过研究多维持久模块和利用上同调思想(如上同调杯积),可以从数据集中提取额外的信息。在给定单参数过滤的情况下,我们研究了一类与持久上同调相关的二维持久化模块结构,其中一个参数为杯长$$\ell \ge 0$$,另一个参数为过滤参数。这种新的持久化结构称为持久化杯模块,由上同源杯产品引起,并适应于持久化设置。此外,我们还证明了这种持久性结构是稳定的。通过固定杯子长度参数$$\ell $$,我们得到了一个一维的持久模,称为持久的$$\ell $$ -杯子模,并再次证明了它在交错距离意义上是稳定的,并研究了它们相关的广义持久图。此外,我们考虑了持久不变量的广义概念,它扩展了秩不变量(也称为持久Betti数)、由阿贝尔范畴的外单保持不变量导出的Puuska秩不变量以及最近定义的持久杯长不变量,并建立了它们的稳定性。这种广义的持久不变量概念也使我们能够将拓扑空间的Lyusternik-Schnirelmann (LS)范畴提升到滤波的一种新的稳定的持久不变量,称为持久LS范畴不变量。
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