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Lifespan Functors and Natural Dualities in Persistent Homology

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arxiv 2012.12881 v3 pith:RV62D7ZH submitted 2020-12-23 math.AT cs.CG

classification math.ATcs.CG
keywords barcodescategoryhomologymorphismspersistentresultsfunctorslifespan
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We introduce lifespan functors, which are endofunctors on the category of persistence modules that filter out intervals from barcodes according to their boundedness properties. They can be used to classify injective and projective objects in the category of barcodes and the category of pointwise finite-dimensional persistence modules. They also naturally appear in duality results for absolute and relative versions of persistent (co)homology, generalizing previous results in terms of barcodes. Due to their functoriality, we can apply these results to morphisms in persistent homology that are induced by morphisms between filtrations. This lays the groundwork for the efficient computation of barcodes for images, kernels, and cokernels of such morphisms.

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  1. Ripser: efficient computation of Vietoris-Rips persistence barcodes

    math.AT 2019-08 conditional novelty 6.0 of 10

    Ripser computes Vietoris-Rips persistence barcodes without constructing the coboundary matrix, using apparent and emergent pairs to shortcut the reduction, and outperforms prior software in time and memory.

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