Pseudo-Gaussian Orthogonal Ensemble of Real Random Matrices (1802.04588v2)

Abstract: Here, using two real non-zero parameters $\lambda$ and $\mu$, we construct pseudo-Gaussian orthogonal ensembles of a large number $N$ of $n \times n$ ($n$ even and large) real pseudo-symmetric matrices under the metric $\eta$ using $ \mathcal {N}=n(n+1)/2$ independent and identically distributed random numbers as their elements and investigate the statistical properties of the eigenvalues. When $\lambda \mu >0$, we show that the pseudo-symmetric matrix is similar to a real symmetric matrix, consequently all the eigenvalues are real and so the spectral distributions satisfy Wigner's statistics. But when $\lambda \mu <0$ the eigenvalues are either real or complex conjugate pairs. We find that these real eigenvalues display intermediate statistics. We show that the diagonalizing matrices ${ \cal D}$ of these pseudo-symmetric matrices are pseudo-orthogonal under a constant metric $\zeta$ as $ \mathcal{D}^t \zeta \mathcal{D}= \zeta$, and hence they belong to pseudo-orthogonal group. These pseudo-symmetric matrices serve to represent the parity-time (PT)-symmetric quantum systems having exact (un-broken) or broken PT-symmetry.