{"title":"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","authors":"Sergio Andraus, K. Hermann, M. Voit","doi":"10.1063/5.0028706","DOIUrl":null,"url":null,"abstract":"$N$-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.","PeriodicalId":8470,"journal":{"name":"arXiv: Probability","volume":"38 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":"{\"title\":\"Limit theorems and soft edge of freezing random matrix models via dual orthogonal polynomials\",\"authors\":\"Sergio Andraus, K. Hermann, M. Voit\",\"doi\":\"10.1063/5.0028706\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"$N$-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.\",\"PeriodicalId\":8470,\"journal\":{\"name\":\"arXiv: Probability\",\"volume\":\"38 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"12\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv: Probability\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1063/5.0028706\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv: Probability","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1063/5.0028706","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.