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Persistence landscapes of affine fractals

Authors :
Catanzaro Michael J.
Przybylski Lee
Weber Eric S.
Source :
Demonstratio Mathematica, Vol 55, Iss 1, Pp 163-192 (2022)
Publication Year :
2022
Publisher :
De Gruyter, 2022.

Abstract

We develop a method for calculating the persistence landscapes of affine fractals using the parameters of the corresponding transformations. Given an iterated function system of affine transformations that satisfies a certain compatibility condition, we prove that there exists an affine transformation acting on the space of persistence landscapes, which intertwines the action of the iterated function system. This latter affine transformation is a strict contraction and its unique fixed point is the persistence landscape of the affine fractal. We present several examples of the theory as well as confirm the main results through simulations.

Details

Language :
English
ISSN :
23914661
Volume :
55
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Demonstratio Mathematica
Publication Type :
Academic Journal
Accession number :
edsdoj.b5579c14152422e981368bc5d873909
Document Type :
article
Full Text :
https://doi.org/10.1515/dema-2022-0015