Weighted Persistent Homology

Shiquan Ren; Chengyuan Wu; Jie Wu

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arXiv · 1708.06722

Weighted Persistent Homology

Shiquan Ren·Chengyuan Wu·Jie Wu

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Abstract

In this paper we develop the theory of weighted persistent homology. In 1990, Robert J. Dawson was the first to study in depth the homology of weighted simplicial complexes. We generalize the definitions of weighted simplicial complex and the homology of weighted simplicial complex to allow weights in an integral domain $R$. Then we study the resulting weighted persistent homology. We show that weighted persistent homology can tell apart filtrations that ordinary persistent homology does not distinguish. For example, if there is a point considered as special, weighted persistent homology can tell when a cycle containing the point is formed or has disappeared.

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Shiquan Ren, Chengyuan Wu, Jie Wu. 2017-08-22. Weighted Persistent Homology. https://arxiv.org/abs/1708.06722

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