{ "id": "2306.00300", "version": "v1", "published": "2023-06-01T02:39:19.000Z", "updated": "2023-06-01T02:39:19.000Z", "title": "Eigenvalues, eigenvector-overlaps, and regularized Fuglede-Kadison determinant of the non-Hermitian matrix-valued Brownian motion", "authors": [ "Syota Esaki", "Makoto Katori", "Satoshi Yabuoku" ], "comment": "LaTeX, 36 pages, no figure", "categories": [ "math.PR", "cond-mat.stat-mech", "math-ph", "math.MP" ], "abstract": "The non-Hermitian matrix-valued Brownian motion is the stochastic process of a random matrix whose entries are given by independent complex Brownian motions. The bi-orthogonality relation is imposed between the right and the left eigenvector processes, which allows for their scale transformations with an invariant eigenvalue process. The eigenvector-overlap process is a Hermitian matrix-valued process, each element of which is given by a product of an overlap of right eigenvectors and that of left eigenvectors. We derive a set of stochastic differential equations for the coupled system of the eigenvalue process and the eigenvector-overlap process and prove the scale-transformation invariance of the system. The Fuglede-Kadison (FK) determinant associated with the present matrix-valued process is regularized by introducing an auxiliary complex variable. This variable is necessary to give the stochastic partial differential equations (SPDEs) for the time-dependent random field determined by the regularized FK determinant and for its logarithmic variation. Time-dependent point process of eigenvalues and its variation weighted by the diagonal elements of the eigenvector-overlap process are related to the derivatives of the logarithmic random-field of the regularized FK determinant. From the SPDEs a system of PDEs for the density functions of these two types of time-dependent point processes are obtained.", "revisions": [ { "version": "v1", "updated": "2023-06-01T02:39:19.000Z" } ], "analyses": { "subjects": [ "60B20", "60H10", "60H15", "60G55" ], "keywords": [ "non-hermitian matrix-valued brownian motion", "regularized fuglede-kadison determinant", "eigenvalue", "time-dependent point process", "eigenvector-overlap process" ], "note": { "typesetting": "LaTeX", "pages": 36, "language": "en", "license": "arXiv", "status": "editable" } } }