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SUMMARY:Ippei Obayashi (Center for Advanced Intelligence Project (AIP)\, R
 IKEN)
DTSTART:20201120T050000Z
DTEND:20201120T060000Z
DTSTAMP:20260423T004701Z
UID:APATG/13
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/APATG/13/">F
 ield choice problem in persistent homology</a>\nby Ippei Obayashi (Center 
 for Advanced Intelligence Project (AIP)\, RIKEN) as part of Asia Pacific S
 eminar on Applied Topology and Geometry\n\n\nAbstract\nMathematically\, pe
 rsistent homology is formalized on the homology vector spaces of a filtrat
 ion and linear maps between the vector spaces induced by the inclusion map
 s. By encoding the scale information in the filtration\, we can capture th
 e geometric features of data. The structure theorem of persistent homology
  ensures the existence and uniqueness of the interval decomposition. A per
 sistence diagram is given by the interval decomposition. The diagram has t
 he complete information about the algebraic structure of persistent homolo
 gy.\n\nWhen we fix the field of the homology vector spaces\, the uniquenes
 s of the decomposition is ensured. However\, the uniqueness is broken when
  the field is changed. One easy example is a filtration including a Klein 
 bottle. A more interesting example is given by a Möbius ring.\n\nFrom the
  above examples\, the following questions naturally arise.\n\n    What con
 dition does ensure the independence of the choice of the field?\n\n    Is 
 there an efficient algorithm to check the above condition?\n\n    How ofte
 n does a persistence diagram change as the field changes?\n\nThe aim of ou
 r research is to answer the above questions. The result is published on Ar
 xiv[1]. This is joint work with M. Yoshiwaki.\n\n[1] Ippei Obayashi and Mi
 chio Yoshiwaki. Field choice problem in persistent homology. arXiv:1911.11
 350\, 2019.\n
LOCATION:https://researchseminars.org/talk/APATG/13/
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