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A set of vectors of equal norm in $\mathbb{C}^d$ represents equiangular lines if the magnitudes of the Hermitian inner product of every pair of distinct vectors in the set are equal. The maximum size of such a set is $d^2$, and it is…

Combinatorics · Mathematics 2015-03-23 Jonathan Jedwab , Amy Wiebe

A set of lines through the origin in Euclidean space is called equiangular when any pair of lines from the set intersects with each other at a common angle. We study the maximum size of equiangular lines in Euclidean space and use graph…

Combinatorics · Mathematics 2018-10-16 Yen-chi Roger Lin , Wei-Hsuan Yu

A set of lines in $\mathbb{R}^n$ is called equiangular if the angle between each pair of lines is the same. We address the question of determining the maximum size of equiangular line sets in $\mathbb{R}^n$, using semidefinite programming…

Metric Geometry · Mathematics 2014-05-27 Alexander Barg , Wei-Hsuan Yu

This thesis is a study of large sets of unit vectors in $\cx^n$ such that the absolute value of their standard inner products takes on only a small number of values. We begin with bounds: what is the maximal size of a set of lines with only…

Combinatorics · Mathematics 2013-06-06 Aidan Roy

We consider real and complex equiangular lines, generated by unit vectors. We show that, for an arbitrary dimension $d$, if there exists a set of $d^2$ equiangular unit vectors in $\mathbb{C}^d$, then there must exist a set of $d^2$…

Quantum Physics · Physics 2026-03-11 Igor Van Loo , Frédérique Oggier

The absolute upper bound on the number of equiangular lines that can be found in $\mathbf{R}^d$ is $d(d+1)/2$. Examples of sets of lines that saturate this bound are only known to exist in dimensions $d=2,3,7$ or $23$. By considering the…

Metric Geometry · Mathematics 2018-11-20 Neil I. Gillespie

We show the optimal coherence of $2d$ lines in $\mathbb{C}^{d}$ is given by the Welch bound whenever a skew Hadamard of order $d+1$ exists. Our proof uses a variant of Hadamard doubling that converts any equiangular tight frame of size…

Metric Geometry · Mathematics 2023-12-18 Kean Fallon , Joseph W. Iverson

I introduce the problem of finding maximal sets of equiangular lines, in both its real and complex versions, attempting to write the treatment that I would have wanted when I first encountered the subject. Equiangular lines intersect in the…

Quantum Physics · Physics 2020-09-01 Blake C. Stacey

We obtain several new results contributing to the theory of real equiangular line systems. Among other things, we present a new general lower bound on the maximum number of equiangular lines in d dimensional Euclidean space; we describe the…

Combinatorics · Mathematics 2016-05-03 G. Greaves , J. H. Koolen , A. Munemasa , F. Szöllősi

In this paper, claims by Lemmens and Seidel in 1973 about equiangular sets of lines with angle $1/5$ are proved by carefully analyzing pillar decompositions, with the aid of the uniqueness of two-graphs on $276$ vertices. The Neumann…

Combinatorics · Mathematics 2019-08-30 Yen-chi Roger Lin , Wei-Hsuan Yu

Line systems passing through the origin of the $d$ dimensional Euclidean space admitting exactly two distinct angles are called biangular. It is shown that the maximum cardinality of biangular lines is at least $2(d-1)(d-2)$, and this…

Metric Geometry · Mathematics 2019-10-15 Mikhail Ganzhinov , Ferenc Szöllősi

We show that the maximum cardinality of an equiangular line system in 17 dimensions is 48, thereby solving a longstanding open problem. Furthermore, by giving an explicit construction, we improve the lower bound on the maximum cardinality…

Combinatorics · Mathematics 2023-02-01 Gary R. W. Greaves , Jeven Syatriadi , Pavlo Yatsyna

We derive a procedure for computing an upper bound on the number of equiangular lines in various Euclidean vector spaces by generalizing the classical pillar decomposition developed by (Lemmens and Seidel, 1973); namely, we use linear…

Combinatorics · Mathematics 2018-05-28 Emily J. King , Xiaoxian Tang

Large sets of equiangular lines are constructed from sets of mutually unbiased bases, over both the complex and the real numbers.

Combinatorics · Mathematics 2015-03-23 Jonathan Jedwab , Amy Wiebe

A set of lines through the origin is called equiangular if every pair of lines defines the same angle, and the maximum size of an equiangular set of lines in $\mathbb{R}^n$ was studied extensively for the last 70 years. In this paper, we…

Combinatorics · Mathematics 2018-01-24 Igor Balla , Benny Sudakov

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 $0 < \alpha < 1$. Let…

Combinatorics · Mathematics 2022-03-01 Zilin Jiang , Jonathan Tidor , Yuan Yao , Shengtong Zhang , Yufei Zhao

We show that the maximum cardinality of an equiangular line system in 14 and 16 dimensions is 28 and 40, respectively, thereby solving a longstanding open problem. We also improve the upper bounds on the cardinality of equiangular line…

Combinatorics · Mathematics 2020-02-20 Gary R. W. Greaves , Jeven Syatriadi , Pavlo Yatsyna

We determine the maximum number $N_\alpha(d)$ of equiangular lines with fixed angle $\arccos\alpha$ for $\alpha = 1/(1+2\sqrt2)$ in $d$-dimensional Euclidean space: $2,3,4,6,8,10,14,15,16,17,18,20,22$ for $d \in \{2,\dots,14\}$, and…

Combinatorics · Mathematics 2026-03-04 Theodore Gossett , Zilin Jiang , Adam Teets , Zoe Wellner

A SIC is a maximal equiangular tight frame in a finite dimensional Hilbert space. Given a SIC in dimension $d$, there is good evidence that there always exists an aligned SIC in dimension $d(d-2)$, having predictable symmetries and smaller…

Quantum Physics · Physics 2022-05-25 Ingemar Bengtsson , Basudha Srivastava

In 2023, Greaves et~al.\ constructed several sets of 57 equiangular lines in dimension 18. Using the concept of switching root introduced by Cao et~al.\ in 2021, these sets of equiangular lines are embedded in a lattice of rank 19 spanned…

Combinatorics · Mathematics 2025-06-30 Yen-chi Roger Lin , Akihiro Munemasa , Tetsuji Taniguchi , Kiyoto Yoshino
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