Spectral Statistics of Non-Hermitian Random Matrix Ensembles

Recently Burkhardt et. al. introduced the \(k\)-checkerboard random matrix ensembles, which have a split limiting behavior of the eigenvalues (in the limit all but \(k\) of the eigenvalues are on the order of \(\sqrt{N}\) and converge to semi-circular behavior, with the remaining \(k\) of size \(N\)...

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Veröffentlicht in:arXiv.org 2018-04
Hauptverfasser: Chen, Ryan C, Kim, Yujin H, Lichtman, Jared D, Miller, Steven J, Sweitzer, Shannon, Winsor, Eric
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Sprache:eng
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Zusammenfassung:Recently Burkhardt et. al. introduced the \(k\)-checkerboard random matrix ensembles, which have a split limiting behavior of the eigenvalues (in the limit all but \(k\) of the eigenvalues are on the order of \(\sqrt{N}\) and converge to semi-circular behavior, with the remaining \(k\) of size \(N\) and converging to hollow Gaussian ensembles). We generalize their work to consider non-Hermitian ensembles with complex eigenvalues; instead of a blip new behavior is seen, ranging from multiple satellites to annular rings. These results are based on moment method techniques adapted to the complex plane as well as analysis of singular values, and we further isolate the singular value joint density formula for the Complex Symmetric Gaussian Ensemble.
ISSN:2331-8422
DOI:10.48550/arxiv.1803.08127