English

A stronger connection between the asymptotic rank conjecture and the set cover conjecture

Computational Complexity 2023-11-07 v1 Data Structures and Algorithms

Abstract

We give a short proof that Strassen's asymptotic rank conjecture implies that for every ε>0\varepsilon > 0 there exists a (3/22/3+ε)n(3/2^{2/3} + \varepsilon)^n-time algorithm for set cover on a universe of size nn with sets of bounded size. This strengthens and simplifies a recent result of Bj\"orklund and Kaski that Strassen's asymptotic rank conjecture implies that the set cover conjecture is false. From another perspective, we show that the set cover conjecture implies that a particular family of tensors TnCNCNCNT_n \in \mathbb{C}^N \otimes \mathbb{C}^N \otimes \mathbb{C}^N has asymptotic rank greater than N1.08N^{1.08}. Furthermore, if one could improve a known upper bound of 128n\frac{1}{2}8^n on the tensor rank of TnT_n to 29n8n\frac{2}{9 \cdot n}8^n for any nn, then the set cover conjecture is false.

Keywords

Cite

@article{arxiv.2311.02774,
  title  = {A stronger connection between the asymptotic rank conjecture and the set cover conjecture},
  author = {Kevin Pratt},
  journal= {arXiv preprint arXiv:2311.02774},
  year   = {2023}
}