Bogomolny Eugene
LPTMS, University Paris-Saclay, CNRS, 91405 Orsay, France.
Phys Rev E. 2020 Oct;102(4-1):040101. doi: 10.1103/PhysRevE.102.040101.
The spectral statistics of Hermitian random Toeplitz matrices with independent and identically distributed elements are investigated numerically. It is found that eigenvalue statistics of complex Toeplitz matrices are surprisingly well approximated by the semi-Poisson distribution belonging to intermediate-type statistics observed in certain pseudointegrable billiards. The origin of intermediate behavior could be attributed to the fact that Fourier transformed random Toeplitz matrices have the same slow decay outside the main diagonal as critical random matrix ensembles. The statistical properties of the full spectrum of real random Toeplitz matrices are close to the Poisson distribution, but each of their constituent subspectra is again well described by the semi-Poisson distribution. The findings indicate that intermediate statistics in general and the semi-Poisson distribution in particular are more universal than considered before.
对具有独立同分布元素的厄米特随机托普利兹矩阵的谱统计进行了数值研究。结果发现,复托普利兹矩阵的特征值统计出奇地能被半泊松分布很好地近似,该分布属于在某些拟可积台球中观察到的中间型统计。中间行为的起源可归因于这样一个事实,即傅里叶变换后的随机托普利兹矩阵在主对角线之外具有与临界随机矩阵系综相同的缓慢衰减。实随机托普利兹矩阵全谱的统计特性接近泊松分布,但其每个组成子谱再次能被半泊松分布很好地描述。这些发现表明,一般的中间统计,特别是半泊松分布,比以前认为的更具普遍性。