The Vietoris-Rips complexes of a circle
نویسندگان
چکیده
Given a metric space X and a distance threshold r > 0, the Vietoris–Rips simplicial complex has as its simplices the finite subsets of X of diameter less than r. A theorem of JeanClaude Hausmann states that if X is a Riemannian manifold and r is sufficiently small, then the Vietoris–Rips complex is homotopy equivalent to the original manifold. Little is known about the behavior of Vietoris–Rips complexes for larger values of r, even though these complexes arise naturally in applications using persistent homology. We show that as r increases, the Vietoris– Rips complex of the circle obtains the homotopy types of the circle, the 3-sphere, the 5-sphere, the 7-sphere, . . . , until finally it is contractible. As our main tool we introduce a directed graph invariant, the winding fraction, which in some sense is dual to the circular chromatic number. Using the winding fraction we classify the homotopy types of the Vietoris–Rips complex of an arbitrary (possibly infinite) subset of the circle, and we study the expected homotopy type of the Vietoris–Rips complex of a uniformly random sample from the circle. Moreover, we show that as the distance parameter increases, the ambient Čech complex of the circle (i.e. the nerve complex of the covering of a circle by all arcs of a fixed length) also obtains the homotopy types of the circle, the 3-sphere, the 5-sphere, the 7-sphere, . . . , until finally it is contractible.
منابع مشابه
Statement of Current Research
I am interested in computational topology and geometry, combinatorial topology, and topology applied to data analysis and to sensor networks. My current research: §1. Advances the theory of Vietoris–Rips simplicial complexes. Given a set of points X sampled from a metric space M , what information can one recover about M? One approach is to build a Vietoris–Rips simplicial complex, which depend...
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عنوان ژورنال:
- CoRR
دوره abs/1503.03669 شماره
صفحات -
تاریخ انتشار 2015