基于对偶正交多项式的冻结随机矩阵模型的极限定理和软边

Sergio Andraus, K. Hermann, M. Voit
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引用次数: 12

摘要

$N$维贝塞尔和雅可比过程描述了与$N$粒子相互作用的粒子系统,并与$\beta$ -Hermite, $\beta$ -Laguerre和$\beta$ -Jacobi系综有关。对于固定$N$,在Dumitriu和Edelman(2005)的$\beta$ -Hermite和$\beta$ -Laguerre情况下,在冻结状态$\beta\to\infty$中存在相关的弱极限定理(wlt),并用相关正交多项式的零表示协方差矩阵$\Sigma_N$的显式公式。最近,作者用一种不同的方法推导了这些wlt,并用$\Sigma_N^{-1}$和$\Sigma_N$的特征值和特征向量的公式计算了$\Sigma_N^{-1}$。在本文中,我们利用这些数据和de Boor和Saff的有限对偶正交多项式理论从$\Sigma_N^{-1}$推导出$\Sigma_N$的公式,其中,对于$\beta$ -Hermite和$\beta$ -Laguerre系综,我们的公式比Dumitriu和Edelman的公式更简单。我们使用这些多项式来推导出在冻结状态下的软边在$N\to\infty$的Airy函数的渐近结果。对于$\beta$ -Hermite系,我们的极限表达式与Dumitriu和Edelman的不同。
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Limit theorems and soft edge of freezing random matrix models via dual orthogonal polynomials
$N$-dimensional Bessel and Jacobi processes describe interacting particle systems with $N$ particles and are related to $\beta$-Hermite, $\beta$-Laguerre, and $\beta$-Jacobi ensembles. For fixed $N$ there exist associated weak limit theorems (WLTs) in the freezing regime $\beta\to\infty$ in the $\beta$-Hermite and $\beta$-Laguerre case by Dumitriu and Edelman (2005) with explicit formulas for the covariance matrices $\Sigma_N$ in terms of the zeros of associated orthogonal polynomials. Recently, the authors derived these WLTs in a different way and computed $\Sigma_N^{-1}$ with formulas for the eigenvalues and eigenvectors of $\Sigma_N^{-1}$ and thus of $\Sigma_N$. In the present paper we use these data and the theory of finite dual orthogonal polynomials of de Boor and Saff to derive formulas for $\Sigma_N$ from $\Sigma_N^{-1}$ where, for $\beta$-Hermite and $\beta$-Laguerre ensembles, our formulas are simpler than those of Dumitriu and Edelman. We use these polynomials to derive asymptotic results for the soft edge in the freezing regime for $N\to\infty$ in terms of the Airy function. For $\beta$-Hermite ensembles, our limit expressions are different from those of Dumitriu and Edelman.
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