Asymptotic analysis of singular values of rectangular complex matrices in the Laguerre and fixed-trace ensembles

被引:5
作者
Adachi, S. [1 ]
Toda, M. [2 ]
Kubotani, H. [3 ]
机构
[1] Tokyo Inst Technol, Dept Phys, Fac Sci, Meguro 1528550, Japan
[2] Nara Womens Univ, Dept Phys, Fac Sci, Nara 6308506, Japan
[3] Kanagawa Univ, Inst Phys, Fac Engn, Yokohama, Kanagawa 2218686, Japan
关键词
D O I
10.1088/1751-8113/44/29/292002
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We present for the first time the asymptotic expressions of the one-body distribution functions of singular values for the Laguerre ensemble and the fixed-trace ensemble in a systematic and unified way. These expressions can be utilized in a wide range of research fields such as data mining, time series analysis and quantum information where finite-size effects play a crucial role. The asymptotic analysis is performed based on our finding of systems of partial differential equations for the confluent Selberg-Kaneko integral and the simplex-type Selberg-Kaneko integral, both of which are introduced in Kubotani et al (2008 Phys. Rev. Lett. 100 240501) and Adachi et al (2009 Ann. Phys., NY 324 2278). Thus, we demonstrate that the systems provide us with new resources of special functions with multiple variables, which can be valuable for analytic studies in various areas.
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页数:8
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