Abstract

Solving a longstanding problem on equiangular lines, we determine, for each given fixed angle and in all sufficiently large dimensions, the maximum number of lines pairwise separated by the given angle. Fix 0<α<10 < α< 1. Let Nα(d)N_α(d) denote the maximum number of lines through the origin in Rd\mathbb{R}^d with pairwise common angle arccos⁡α\arccos α. Let kk denote the minimum number (if it exists) of vertices in a graph whose adjacency matrix has spectral radius exactly (1−α)/(2α)(1-α)/(2α). If k<∞k < \infty, then Nα(d)=⌊k(d−1)/(k−1)⌋N_α(d) = \lfloor k(d-1)/(k-1) \rfloor for all sufficiently large dd, and otherwise Nα(d)=d+o(d)N_α(d) = d + o(d). In particular, N1/(2k−1)(d)=⌊k(d−1)/(k−1)⌋N_{1/(2k-1)}(d) = \lfloor k(d-1)/(k-1) \rfloor for every integer k≥2k\ge 2 and all sufficiently large dd. A key ingredient is a new result in spectral graph theory: the adjacency matrix of a connected bounded degree graph has sublinear second eigenvalue multiplicity.

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