English

On the randomized Horn problem and the surface tension of hives

Probability 2026-03-24 v4

Abstract

Given two nonincreasing nn-tuples of real numbers λn\lambda_n, μn\mu_n, the Horn problem asks for a description of all nonincreasing nn-tuples of real numbers νn\nu_n such that there exist Hermitian matrices XnX_n, YnY_n and ZnZ_n respectively with these spectra such that Xn+Yn=ZnX_n + Y_n = Z_n. There is also a randomized version of this problem where XnX_n and YnY_n are sampled uniformly at random from orbits of Hermitian matrices arising from the conjugacy action by elements of the unitary group. One then asks for a description of the probability measure of the spectrum of the sum ZnZ_n. Both the original Horn problem and its randomized version have solutions using the hives introduced by Knutson and Tao. In an asymptotic sense, as nn \rightarrow \infty, large deviations for the randomized Horn problem were given by Narayanan and Sheffield in terms of the surface tension of hives. In this paper, we provide upper and lower bounds on this surface tension function. We also obtain a closed-form expression for the total entropy of a surface tension minimizing continuum hive with boundary conditions arising from GUE eigenspectra. Finally, we give several empirical results for random hives and lozenge tilings arising from an application of the octahedron recurrence for large nn and a numerical approximation of the surface tension function.

Keywords

Cite

@article{arxiv.2410.12619,
  title  = {On the randomized Horn problem and the surface tension of hives},
  author = {Aalok Gangopadhyay and Hariharan Narayanan},
  journal= {arXiv preprint arXiv:2410.12619},
  year   = {2026}
}

Comments

Code available at https://github.com/aalok1993/combinatorial-hives