Barcoding Invariants and Their Equivalent Discriminating Power
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866917985524908032 |
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| author | Escolar, Emerson G. Kim, Woojin |
| author_facet | Escolar, Emerson G. Kim, Woojin |
| contents | The persistence barcode (equivalently, the persistence diagram), which can be obtained from the interval decomposition of a persistence module, plays a pivotal role in applications of persistent homology. For multi-parameter persistent homology, which lacks a complete discrete invariant, and where persistence modules are no longer always interval decomposable, many alternative invariants have been proposed. Many of these invariants are akin to persistence barcodes, in that they assign (possibly signed) multisets of intervals. Furthermore, to any interval decomposable module, those invariants assign the multiset of intervals that correspond to its summands. Naturally, identifying the relationships among invariants of this type, or ordering them by their discriminating power, is a fundamental question. To address this, we formalize the notion of barcoding invariants and compare their discriminating powers. Notably, this formalization enables us to prove that all barcoding invariants with the same basis possess equivalent discriminating power. One implication of our result is that introducing a new barcoding invariant does not add any value in terms of its generic discriminating power, even if the new invariant is distinct from the existing barcoding invariants. This suggests the need for a more flexible and adaptable comparison framework for barcoding invariants. Along the way, we generalize several recent results on the discriminative power of invariants for poset representations within our unified framework. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2412_04995 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Barcoding Invariants and Their Equivalent Discriminating Power Escolar, Emerson G. Kim, Woojin Algebraic Topology Representation Theory 16G20, 55N31 The persistence barcode (equivalently, the persistence diagram), which can be obtained from the interval decomposition of a persistence module, plays a pivotal role in applications of persistent homology. For multi-parameter persistent homology, which lacks a complete discrete invariant, and where persistence modules are no longer always interval decomposable, many alternative invariants have been proposed. Many of these invariants are akin to persistence barcodes, in that they assign (possibly signed) multisets of intervals. Furthermore, to any interval decomposable module, those invariants assign the multiset of intervals that correspond to its summands. Naturally, identifying the relationships among invariants of this type, or ordering them by their discriminating power, is a fundamental question. To address this, we formalize the notion of barcoding invariants and compare their discriminating powers. Notably, this formalization enables us to prove that all barcoding invariants with the same basis possess equivalent discriminating power. One implication of our result is that introducing a new barcoding invariant does not add any value in terms of its generic discriminating power, even if the new invariant is distinct from the existing barcoding invariants. This suggests the need for a more flexible and adaptable comparison framework for barcoding invariants. Along the way, we generalize several recent results on the discriminative power of invariants for poset representations within our unified framework. |
| title | Barcoding Invariants and Their Equivalent Discriminating Power |
| topic | Algebraic Topology Representation Theory 16G20, 55N31 |
| url | https://arxiv.org/abs/2412.04995 |