Polynomial computability and NP-hardness conjecture for multiparameter persistence distances
Polynomial computability and NP-hardness conjecture for multiparameter persistence distances
Let be fixed, and let and denote the corresponding distances on finitely presented -parameter persistence modules, with considered specifically for -parameter modules. Computational complexity conjecture. (i) For fixed , the distance on finitely presented -parameter persistence modules is exactly computable in polynomial time. (ii) Computing on finitely presented -parameter persistence modules is NP-hard, for all . These computational claims concern the complexity of the distances whose approximation and computation are discussed in the paper; both assertions are left to future work.
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Primary source
Håvard Bakke Bjerkevik and Michael Lesnick, “^p-Distances on Multiparameter Persistence Modules”, arXiv:2106.13589 (2021).
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