TY - GEN
T1 - Induced matchings of barcodes and the algebraic stability of persistence
AU - Bauer, Ulrich
AU - Lesnick, Michael
PY - 2014
Y1 - 2014
N2 - We define a simple, explicit map sending a morphism f : M → N of pointwise finite dimensional persistence modules to a matching between the barcodes of M and N. Our main result is that, in a precise sense, the quality of this matching is tightly controlled by the lengths of the longest intervals in the barcodes of ker f and coker f . As an immediate corollary, we obtain a new proof of the algebraic stability theorem for persistence barcodes [5, 9], a fundamental result in the theory of persistent homology. In contrast to previous proofs, ours shows explicitly how a δ-interleaving morphism between two persistence modules induces a δ-matching between the barcodes of the two modules. Our main result also specializes to a structure theorem for submodules and quotients of persistence modules. Copyright is held by the owner/author(s).
AB - We define a simple, explicit map sending a morphism f : M → N of pointwise finite dimensional persistence modules to a matching between the barcodes of M and N. Our main result is that, in a precise sense, the quality of this matching is tightly controlled by the lengths of the longest intervals in the barcodes of ker f and coker f . As an immediate corollary, we obtain a new proof of the algebraic stability theorem for persistence barcodes [5, 9], a fundamental result in the theory of persistent homology. In contrast to previous proofs, ours shows explicitly how a δ-interleaving morphism between two persistence modules induces a δ-matching between the barcodes of the two modules. Our main result also specializes to a structure theorem for submodules and quotients of persistence modules. Copyright is held by the owner/author(s).
KW - Induced matching
KW - Interleaving distance
KW - Persistence module
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U2 - 10.1145/2582112.2582168
DO - 10.1145/2582112.2582168
M3 - Conference contribution
AN - SCOPUS:84904427522
SN - 9781450325943
T3 - Proceedings of the Annual Symposium on Computational Geometry
SP - 355
EP - 364
BT - Proceedings of the 30th Annual Symposium on Computational Geometry, SoCG 2014
PB - Association for Computing Machinery
T2 - 30th Annual Symposium on Computational Geometry, SoCG 2014
Y2 - 8 June 2014 through 11 June 2014
ER -