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The persistence theory has been employed by several authors in order to study persistence properties of dynamical systems generated by ordinary differential equations or maps across diverse disciplines. In this note, the author discusses a…

动力系统 · 数学 2025-09-09 N. Pant

Zigzag persistent homology is a powerful generalisation of persistent homology that allows one not only to compute persistence diagrams with less noise and using less memory, but also to use persistence in new fields of application.…

计算几何 · 计算机科学 2016-08-23 Clément Maria , Steve Oudot

Persistence modules that decompose into interval modules are important in topological data analysis because we can interpret such intervals as the lifetime of topological features in the data. We can classify the settings in which…

代数拓扑 · 数学 2025-01-03 Ángel Javier Alonso , Enhao Liu

A method to apply and visualize persistent homology of time series is proposed. The method captures persistent features in space and time, in contrast to the existing procedures, where one usually chooses one while keeping the other fixed.…

代数拓扑 · 数学 2024-12-17 Martina Flammer , Knut Hüper

The social and economic importance of large bodies of programs and data that are potentially long-lived has attracted much attention in the commercial and research communities. Here we concentrate on a set of methodologies and technologies…

编程语言 · 计算机科学 2010-06-18 Alan Dearle , Graham Kirby , Ron Morrison

Zigzag persistence is a powerful extension of the standard persistence which allows deletions of simplices besides insertions. However, computing zigzag persistence usually takes considerably more time than the standard persistence. We…

计算几何 · 计算机科学 2022-07-06 Tamal K. Dey , Tao Hou

We develop a unifying framework for the treatment of various persistent homology architectures using the notion of correspondence modules. In this formulation, morphisms between vector spaces are given by partial linear relations, as…

代数拓扑 · 数学 2021-06-01 Haibin Hang , Washington Mio

We expand the toolbox of (co)homological methods in computational topology by applying the concept of persistence to sheaf cohomology. Since sheaves (of modules) combine topological information with algebraic information, they allow for…

代数拓扑 · 数学 2022-04-29 Florian Russold

The stability theorem for persistent homology is a central result in topological data analysis. While the original formulation of the result concerns the persistence barcodes of $\mathbb{R}$-valued functions, the result was later cast in a…

代数拓扑 · 数学 2018-10-24 Magnus Bakke Botnan , Michael Lesnick

A topos theoretic generalisation of the category of sets allows for modelling spaces which vary according to time intervals. Persistent homology, or more generally, persistence is a central tool in topological data analysis, which examines…

环与代数 · 数学 2015-06-23 João Pita Costa , Mikael Vejdemo Johansson , Primož Škraba

Persistence is an important characteristic of many complex systems in nature, related to how long the system remains at a certain state before changing to a different one. The study of complex systems' persistence involves different…

Persistence in spatially extended dynamical systems (like coarsening systems and other nonequilibrium systems) is reviewed. We discuss, in particular, the spatial correlations in the persistent regions and their evolution in time in these…

统计力学 · 物理学 2007-05-23 Purusattam Ray

Duality results connecting persistence modules for absolute and relative homology provides a fundamental understanding into persistence theory. In this paper, we study similar associations in the context of zigzag persistence. Our main…

计算几何 · 计算机科学 2021-10-14 Tamal K. Dey , Tao Hou

This paper lays the foundations of triangulated persistence categories (TPC), which brings together persistence modules with the theory of triangulated categories. As a result we introduce several measurements and metrics on the set of…

代数拓扑 · 数学 2021-04-27 Paul Biran , Octav Cornea , Jun Zhang

The concept of topological persistence, introduced recently in computational topology, finds applications in studying a map in relation to the topology of its domain. Since its introduction, it has been extended and generalized in various…

代数拓扑 · 数学 2015-03-17 Dan Burghelea , Tamal K. Dey , Du Dong

In this note one shows that the four persistence diagrams and measures defined in [5] are particular cases of the maps and the measures discussed in [2] and [1]

代数拓扑 · 数学 2019-04-16 Dan Burghelea

We introduce persistence with an emphasis on its algebraic foundations, using the representation theory of posets. Linear representations of posets arise in several areas of mathematics, including the representation theory of quivers and…

代数拓扑 · 数学 2026-04-09 Ulrich Bauer , Thomas Brüstle , Luis Scoccola

In standard persistent homology, a persistent cycle born and dying with a persistence interval (bar) associates the bar with a concrete topological representative, which provides means to effectively navigate back from the barcode to the…

计算几何 · 计算机科学 2025-03-03 Tamal K. Dey , Tao Hou , Anirudh Pulavarthy

The intrinsic connection between lattice theory and topology is fairly well established, For instance, the collection of open subsets of a topological subspace always forms a distributive lattice. Persistent homology has been one of the…

环与代数 · 数学 2014-02-03 Primož Škraba , João Pita Costa

Persistence modules are representations of products of totally ordered sets in the category of vector spaces. They appear naturally in the representation theory of algebras, but in recent years they have also found applications in other…

代数拓扑 · 数学 2024-11-04 Steve Oudot
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