{ "id": "1409.3718", "version": "v1", "published": "2014-09-12T12:28:25.000Z", "updated": "2014-09-12T12:28:25.000Z", "title": "Probability distribution of the number of distinct sites visited by a random walk on the finite-size fully-connected lattice", "authors": [ "L. Turban" ], "comment": "20 pages, 5 figures", "journal": "J. Phys. A 47 (2014) 385004", "doi": "10.1088/1751-8113/47/38/385004", "categories": [ "cond-mat.stat-mech", "math-ph", "math.MP" ], "abstract": "The probability distribution of the number $s$ of distinct sites visited up to time $t$ by a random walk on the fully-connected lattice with $N$ sites is first obtained by solving the eigenvalue problem associated with the discrete master equation. Then, using generating function techniques, we compute the joint probability distribution of $s$ and $r$, where $r$ is the number of sites visited only once up to time $t$. Mean values, variances and covariance are deduced from the generating functions and their finite-size-scaling behaviour is studied. Introducing properly centered and scaled variables $u$ and $v$ for $r$ and $s$ and working in the scaling limit ($t\\to\\infty$, $N\\to\\infty$ with $w=t/N$ fixed) the joint probability density of $u$ and $v$ is shown to be a bivariate Gaussian density. It follows that the fluctuations of $r$ and $s$ around their mean values in a finite-size system are Gaussian in the scaling limit. The same type of finite-size scaling is expected to hold on periodic lattices above the critical dimension $d_{\\rm c}=2$.", "revisions": [ { "version": "v1", "updated": "2014-09-12T12:28:25.000Z" } ], "analyses": { "keywords": [ "distinct sites", "probability distribution", "random walk", "finite-size fully-connected lattice", "mean values" ], "tags": [ "journal article" ], "publication": { "journal": "Journal of Physics A Mathematical General", "year": 2014, "month": "Sep", "volume": 47, "number": 38, "pages": 385004 }, "note": { "typesetting": "TeX", "pages": 20, "language": "en", "license": "arXiv", "status": "editable", "adsabs": "2014JPhA...47L5004T" } } }