Numerical investigation of a MST conjecture for random Haar matrices
The state-to-state control time of finite-dimensional conservative bilinear quantum systems is bounded by the weight of minimum spanning trees (MST) derived from the drift matrices. For a spectrum scaling as k^3/2 , determining whether the control time vanishes as the dimension d tends to infinity remains an open problem due to the global correlations imposed by the Haar measure. We formulate two conjectures regarding the asymptotic behavior of the MST weight\,: a general decay to zero, and a scaling in 1/sqrt(ln d) derived from an independent Gaussian surrogate model. Numerical investigations up to dimension d = 18101 validate the general decay, confirm that the exact Haar model and the independent surrogate are statistically indistinguishable in mean at all tested dimensions, and extract the thermodynamic limit $α$ = 10/3, which both models approach from below once the scaling variable 1/ ln d is adopted.
Authors
- Cristian Mendico (ORCID: https://orcid.org/0000-0001-7674-2578)
- Thomas Chambrion (ORCID: https://orcid.org/0000-0002-9006-7596)
Institutions
- Institut de Recherche Mathématique Avancée (FR)
Publication Details
- Journal
- arXiv (Cornell University)
- Published
- 2026-11-10
- DOI
- https://doi.org/10.48550/arxiv.2611.14091
- Primary Topic
- Quantum Information and Cryptography
- Type
- preprint