Discrete Stratified Morse Theory Algorithms and A User's Guide

被引:1
作者
Knudson, Kevin [1 ]
Wang, Bei [2 ]
机构
[1] Univ Florida, Gainesville, FL 32611 USA
[2] Univ Utah, Salt Lake City, UT USA
关键词
Discrete Morse theory; Stratified Morse theory; Topological data analysis; EFFICIENT COMPUTATION; COMPLEXES; COMBINATORIAL; TRIANGULATION; HOMOLOGY;
D O I
10.1007/s00454-022-00372-1
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Inspired by the works of Forman on discrete Morse theory, which is a combinatorial adaptation to cell complexes of classical Morse theory on manifolds, we introduce a discrete analogue of the stratified Morse theory of Goresky and MacPherson. We describe the basics of this theory and prove fundamental theorems relating the topology of a general simplicial complex with the critical simplices of a discrete stratified Morse function on the complex. We also provide an algorithm that constructs a discrete stratified Morse function out of an arbitrary function defined on a finite simplicial complex; this is different from simply constructing a discrete Morse function on such a complex. We then give simple examples to convey the utility of our theory. Finally, we relate our theory with the classical stratified Morse theory in terms of triangulated Whitney stratified spaces.
引用
收藏
页码:1023 / 1052
页数:30
相关论文
共 37 条
[1]   Reducing complexes in multidimensional persistent homology theory [J].
Allili, Madjid ;
Kaczynski, Tomasz ;
Landi, Claudia .
JOURNAL OF SYMBOLIC COMPUTATION, 2017, 78 :61-75
[2]  
[Anonymous], 2008, PhD dissertation
[3]   Linking Combinatorial and Classical Dynamics: Conley Index and Morse Decompositions [J].
Batko, Bogdan ;
Kaczynski, Tomasz ;
Mrozek, Marian ;
Wanner, Thomas .
FOUNDATIONS OF COMPUTATIONAL MATHEMATICS, 2020, 20 (05) :967-1012
[4]  
Bendich P., 2008, THESIS DUKE U
[5]  
Benedetti B, 2016, ANN SCUOLA NORM-SCI, V16, P335
[6]   DISCRETE MORSE THEORY FOR MANIFOLDS WITH BOUNDARY [J].
Benedetti, Bruno .
TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 2012, 364 (12) :6631-6670
[7]   Sheaf-Theoretic Stratification Learning from Geometric and Topological Perspectives [J].
Brown, Adam ;
Wang, Bei .
DISCRETE & COMPUTATIONAL GEOMETRY, 2021, 65 (04) :1166-1198
[8]  
Cazals, 2020, MORSE THEORY POINT C
[9]   Skeletonization and Partitioning of Digital Images Using Discrete Morse Theory [J].
Delgado-Friedrichs, Olaf ;
Robins, Vanessa ;
Sheppard, Adrian .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 37 (03) :654-666
[10]  
Dlotko, 2012, ARXIV12101429