Title
Persistence in sampled dynamical systems faster.
Abstract
We call a continuous self-map that reveals itself through a discrete set of point-value pairs a sampled dynamical system. Capturing the available information with chain maps on Delaunay complexes, we use persistent homology to quantify the evidence of recurrent behavior, and to recover the eigenspaces of the endomorphism on homology induced by the self-map. The chain maps are constructed using discrete Morse theory for Cech and Delaunay complexes, representing the requisite discrete gradient field implicitly in order to get fast algorithms.
Year
Venue
Field
2017
arXiv: Algebraic Topology
Topology,Discrete mathematics,Vector field,Persistent homology,Dynamical systems theory,Discrete Morse theory,Mathematics,Dynamical system,Endomorphism,Delaunay triangulation
DocType
Volume
Citations 
Journal
abs/1709.04068
1
PageRank 
References 
Authors
0.38
2
4
Name
Order
Citations
PageRank
Ulrich Bauer110210.84
Herbert Edelsbrunner267871112.29
Grzegorz Jabłoński3152.37
Marian Mrozek417624.88