English

Explicit near-fully X-Ramanujan graphs

Combinatorics 2020-09-08 v1 Data Structures and Algorithms Probability

Abstract

Let p(Y1,,Yd,Z1,,Ze)p(Y_1, \dots, Y_d, Z_1, \dots, Z_e) be a self-adjoint noncommutative polynomial, with coefficients from Cr×r\mathbb{C}^{r \times r}, in the indeterminates Y1,,YdY_1, \dots, Y_d (considered to be self-adjoint), the indeterminates Z1,,ZeZ_1, \dots, Z_e, and their adjoints Z1,,ZeZ_1^*, \dots, Z_e^*. Suppose Y1,,YdY_1, \dots, Y_d are replaced by independent random n×nn \times n matching matrices, and Z1,,ZeZ_1, \dots, Z_e are replaced by independent random n×nn \times n permutation matrices. Assuming for simplicity that pp's coefficients are 00-11 matrices, the result can be thought of as a kind of random rnrn-vertex graph GG. As nn \to \infty, there will be a natural limiting infinite graph XX that covers any finite outcome for GG. A recent landmark result of Bordenave and Collins shows that for any ε>0\varepsilon > 0, with high probability the spectrum of a random GG will be ε\varepsilon-close in Hausdorff distance to the spectrum of XX (once the suitably defined "trivial" eigenvalues are excluded). We say that GG is "ε\varepsilon-near fully XX-Ramanujan". Our work has two contributions: First we study and clarify the class of infinite graphs XX that can arise in this way. Second, we derandomize the Bordenave-Collins result: for any XX, we provide explicit, arbitrarily large graphs GG that are covered by XX and that have (nontrivial) spectrum at Hausdorff distance at most ε\varepsilon from that of XX. This significantly generalizes the recent work of Mohanty et al., which provided explicit near-Ramanujan graphs for every degree dd (meaning dd-regular graphs with all nontrivial eigenvalues bounded in magnitude by 2d1+ε2\sqrt{d-1} + \varepsilon). As an application of our main technical theorem, we are also able to determine the "eigenvalue relaxation value" for a wide class of average-case degree-22 constraint satisfaction problems.

Keywords

Cite

@article{arxiv.2009.02595,
  title  = {Explicit near-fully X-Ramanujan graphs},
  author = {Ryan O'Donnell and Xinyu Wu},
  journal= {arXiv preprint arXiv:2009.02595},
  year   = {2020}
}
R2 v1 2026-06-23T18:20:15.119Z