{ "id": "2206.04941", "version": "v1", "published": "2022-06-10T08:31:31.000Z", "updated": "2022-06-10T08:31:31.000Z", "title": "The extremal position of a branching random walk in the general linear group", "authors": [ "Ion Grama", "Sebastian Mentemeier", "Hui Xiao" ], "categories": [ "math.PR" ], "abstract": "Consider a branching random walk $(G_u)_{u\\in \\mathbb T}$ on the general linear group $\\textrm{GL}(V)$ of a finite dimensional space $V$, where $\\mathbb T$ is the associated genealogical tree with nodes $u$. For any starting point $v \\in V \\setminus\\{0\\}$, let $M^v_n=\\max_{|u| = n} \\log \\| G_u v \\|$ denote the maximal position of the walk $\\log \\| G_u v \\|$ in the generation $n$. We first show that under suitable conditions, $\\lim_{n \\to \\infty} \\frac{M_n^v }{n} = \\gamma_{+}$ almost surely, where $\\gamma_{+}\\in \\mathbb R$ is a constant. Then, in the case when $\\gamma_+=0$, under appropriate boundary conditions, we refine the last statement by determining the rate of convergence at which $M_n^v$ converges to $-\\infty$. We prove in particular that $\\lim_{n \\to \\infty} \\frac{M_n^v}{\\log n} = -\\frac{3}{2\\alpha}$ in probability, where $\\alpha >0$ is a constant determined by the boundary conditions. Similar properties are established for the minimal position. As a consequence we derive the asymptotic speed of the maximal and minimal positions for the coefficients, the operator norm and the spectral radius of $G_u$.", "revisions": [ { "version": "v1", "updated": "2022-06-10T08:31:31.000Z" } ], "analyses": { "subjects": [ "60J80", "60B20", "60J05" ], "keywords": [ "general linear group", "branching random walk", "extremal position", "minimal position", "appropriate boundary conditions" ], "note": { "typesetting": "TeX", "pages": 0, "language": "en", "license": "arXiv", "status": "editable" } } }